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Thesis/log/fb_one_to_x

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2023-05-04 08:49:41 +00:00
2023-05-02 08:43:23,865 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', 'gpu': '1', 'train_strategy': 'one_to_x', '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': 0.1, 'drop': 0.2, '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}
2023-05-02 08:43:53,273 - fb_one_to_x - [INFO] - [E:0| 0]: Train Loss:0.69703, Val MRR:0.0, fb_one_to_x
2023-05-02 08:45:18,470 - fb_one_to_x - [INFO] - [E:0| 100]: Train Loss:0.3856, Val MRR:0.0, fb_one_to_x
2023-05-02 08:46:42,369 - fb_one_to_x - [INFO] - [E:0| 200]: Train Loss:0.25757, Val MRR:0.0, fb_one_to_x
2023-05-02 08:48:05,906 - fb_one_to_x - [INFO] - [E:0| 300]: Train Loss:0.19328, Val MRR:0.0, fb_one_to_x
2023-05-02 08:49:31,058 - fb_one_to_x - [INFO] - [E:0| 400]: Train Loss:0.15504, Val MRR:0.0, fb_one_to_x
2023-05-02 08:50:55,613 - fb_one_to_x - [INFO] - [E:0| 500]: Train Loss:0.12975, Val MRR:0.0, fb_one_to_x
2023-05-02 08:52:18,414 - fb_one_to_x - [INFO] - [E:0| 600]: Train Loss:0.11178, Val MRR:0.0, fb_one_to_x
2023-05-02 08:53:44,064 - fb_one_to_x - [INFO] - [E:0| 700]: Train Loss:0.098368, Val MRR:0.0, fb_one_to_x
2023-05-02 08:55:09,803 - fb_one_to_x - [INFO] - [E:0| 800]: Train Loss:0.087974, Val MRR:0.0, fb_one_to_x
2023-05-02 08:56:34,578 - fb_one_to_x - [INFO] - [E:0| 900]: Train Loss:0.079683, Val MRR:0.0, fb_one_to_x
2023-05-02 08:58:00,046 - fb_one_to_x - [INFO] - [E:0| 1000]: Train Loss:0.072918, Val MRR:0.0, fb_one_to_x
2023-05-02 08:59:23,303 - fb_one_to_x - [INFO] - [E:0| 1100]: Train Loss:0.067292, Val MRR:0.0, fb_one_to_x
2023-05-02 09:00:51,095 - fb_one_to_x - [INFO] - [E:0| 1200]: Train Loss:0.062541, Val MRR:0.0, fb_one_to_x
2023-05-02 09:02:16,072 - fb_one_to_x - [INFO] - [E:0| 1300]: Train Loss:0.058477, Val MRR:0.0, fb_one_to_x
2023-05-02 09:03:41,352 - fb_one_to_x - [INFO] - [E:0| 1400]: Train Loss:0.05496, Val MRR:0.0, fb_one_to_x
2023-05-02 09:05:05,194 - fb_one_to_x - [INFO] - [E:0| 1500]: Train Loss:0.051887, Val MRR:0.0, fb_one_to_x
2023-05-02 09:06:33,069 - fb_one_to_x - [INFO] - [E:0| 1600]: Train Loss:0.049181, Val MRR:0.0, fb_one_to_x
2023-05-02 09:07:56,820 - fb_one_to_x - [INFO] - [E:0| 1700]: Train Loss:0.046779, Val MRR:0.0, fb_one_to_x
2023-05-02 09:09:22,773 - fb_one_to_x - [INFO] - [E:0| 1800]: Train Loss:0.044634, Val MRR:0.0, fb_one_to_x
2023-05-02 09:10:46,695 - fb_one_to_x - [INFO] - [E:0| 1900]: Train Loss:0.042705, Val MRR:0.0, fb_one_to_x
2023-05-02 09:12:02,355 - fb_one_to_x - [INFO] - [E:0| 2000]: Train Loss:0.040963, Val MRR:0.0, fb_one_to_x
2023-05-02 09:13:17,539 - fb_one_to_x - [INFO] - [E:0| 2100]: Train Loss:0.039382, Val MRR:0.0, fb_one_to_x
2023-05-02 09:14:32,976 - fb_one_to_x - [INFO] - [E:0| 2200]: Train Loss:0.037939, Val MRR:0.0, fb_one_to_x
2023-05-02 09:15:48,434 - fb_one_to_x - [INFO] - [E:0| 2300]: Train Loss:0.036618, Val MRR:0.0, fb_one_to_x
2023-05-02 09:17:03,897 - fb_one_to_x - [INFO] - [E:0| 2400]: Train Loss:0.035404, Val MRR:0.0, fb_one_to_x
2023-05-02 09:18:25,688 - fb_one_to_x - [INFO] - [E:0| 2500]: Train Loss:0.034285, Val MRR:0.0, fb_one_to_x
2023-05-02 09:20:45,718 - fb_one_to_x - [INFO] - [E:0| 2600]: Train Loss:0.03325, Val MRR:0.0, fb_one_to_x
2023-05-02 09:22:56,714 - fb_one_to_x - [INFO] - [E:0| 2700]: Train Loss:0.032289, Val MRR:0.0, fb_one_to_x
2023-05-02 09:25:05,960 - fb_one_to_x - [INFO] - [E:0| 2800]: Train Loss:0.031395, Val MRR:0.0, fb_one_to_x
2023-05-02 09:27:13,235 - fb_one_to_x - [INFO] - [E:0| 2900]: Train Loss:0.030561, Val MRR:0.0, fb_one_to_x
2023-05-02 09:29:26,287 - fb_one_to_x - [INFO] - [E:0| 3000]: Train Loss:0.029781, Val MRR:0.0, fb_one_to_x
2023-05-02 09:31:40,691 - fb_one_to_x - [INFO] - [E:0| 3100]: Train Loss:0.02905, Val MRR:0.0, fb_one_to_x
2023-05-02 09:33:53,168 - fb_one_to_x - [INFO] - [E:0| 3200]: Train Loss:0.028363, Val MRR:0.0, fb_one_to_x
2023-05-02 09:36:03,683 - fb_one_to_x - [INFO] - [E:0| 3300]: Train Loss:0.027718, Val MRR:0.0, fb_one_to_x
2023-05-02 09:38:17,782 - fb_one_to_x - [INFO] - [E:0| 3400]: Train Loss:0.027109, Val MRR:0.0, fb_one_to_x
2023-05-02 09:40:30,296 - fb_one_to_x - [INFO] - [E:0| 3500]: Train Loss:0.026534, Val MRR:0.0, fb_one_to_x
2023-05-02 09:42:44,557 - fb_one_to_x - [INFO] - [E:0| 3600]: Train Loss:0.02599, Val MRR:0.0, fb_one_to_x
2023-05-02 09:44:57,425 - fb_one_to_x - [INFO] - [E:0| 3700]: Train Loss:0.025474, Val MRR:0.0, fb_one_to_x
2023-05-02 09:47:12,491 - fb_one_to_x - [INFO] - [E:0| 3800]: Train Loss:0.024985, Val MRR:0.0, fb_one_to_x
2023-05-02 09:49:22,891 - fb_one_to_x - [INFO] - [E:0| 3900]: Train Loss:0.02452, Val MRR:0.0, fb_one_to_x
2023-05-02 09:51:36,614 - fb_one_to_x - [INFO] - [E:0| 4000]: Train Loss:0.024077, Val MRR:0.0, fb_one_to_x
2023-05-02 09:53:49,139 - fb_one_to_x - [INFO] - [E:0| 4100]: Train Loss:0.023655, Val MRR:0.0, fb_one_to_x
2023-05-02 09:56:03,886 - fb_one_to_x - [INFO] - [E:0| 4200]: Train Loss:0.023252, Val MRR:0.0, fb_one_to_x
2023-05-02 09:57:09,737 - fb_one_to_x - [INFO] - [Epoch:0]: Training Loss:0.02305
2023-05-02 09:57:10,142 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 09:57:46,973 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 09:58:00,862 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 09:58:43,426 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 09:58:58,235 - fb_one_to_x - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.22398, Head : 0.03804, Avg : 0.13101
2023-05-02 09:59:01,915 - fb_one_to_x - [INFO] - [Epoch 0]: Training Loss: 0.023053, Valid MRR: 0.13101,
2023-05-02 09:59:03,234 - fb_one_to_x - [INFO] - [E:1| 0]: Train Loss:0.006772, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:01:12,341 - fb_one_to_x - [INFO] - [E:1| 100]: Train Loss:0.0066771, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:03:21,740 - fb_one_to_x - [INFO] - [E:1| 200]: Train Loss:0.006664, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:05:32,057 - fb_one_to_x - [INFO] - [E:1| 300]: Train Loss:0.0066506, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:07:42,589 - fb_one_to_x - [INFO] - [E:1| 400]: Train Loss:0.0066329, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:09:52,676 - fb_one_to_x - [INFO] - [E:1| 500]: Train Loss:0.0066187, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:12:02,442 - fb_one_to_x - [INFO] - [E:1| 600]: Train Loss:0.0066005, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:14:12,629 - fb_one_to_x - [INFO] - [E:1| 700]: Train Loss:0.0065865, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:16:24,295 - fb_one_to_x - [INFO] - [E:1| 800]: Train Loss:0.0065711, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:18:30,335 - fb_one_to_x - [INFO] - [E:1| 900]: Train Loss:0.0065569, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:20:38,066 - fb_one_to_x - [INFO] - [E:1| 1000]: Train Loss:0.0065414, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:22:47,892 - fb_one_to_x - [INFO] - [E:1| 1100]: Train Loss:0.0065271, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:25:00,839 - fb_one_to_x - [INFO] - [E:1| 1200]: Train Loss:0.0065132, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:27:21,044 - fb_one_to_x - [INFO] - [E:1| 1300]: Train Loss:0.0064958, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:29:40,446 - fb_one_to_x - [INFO] - [E:1| 1400]: Train Loss:0.0064823, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:31:46,320 - fb_one_to_x - [INFO] - [E:1| 1500]: Train Loss:0.0064667, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:33:53,369 - fb_one_to_x - [INFO] - [E:1| 1600]: Train Loss:0.0064522, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:36:03,318 - fb_one_to_x - [INFO] - [E:1| 1700]: Train Loss:0.0064379, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:38:10,448 - fb_one_to_x - [INFO] - [E:1| 1800]: Train Loss:0.0064233, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:40:18,825 - fb_one_to_x - [INFO] - [E:1| 1900]: Train Loss:0.0064107, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:42:37,163 - fb_one_to_x - [INFO] - [E:1| 2000]: Train Loss:0.0063952, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:44:59,339 - fb_one_to_x - [INFO] - [E:1| 2100]: Train Loss:0.0063817, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:47:14,366 - fb_one_to_x - [INFO] - [E:1| 2200]: Train Loss:0.0063668, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:49:24,767 - fb_one_to_x - [INFO] - [E:1| 2300]: Train Loss:0.0063519, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:51:34,359 - fb_one_to_x - [INFO] - [E:1| 2400]: Train Loss:0.006338, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:53:44,416 - fb_one_to_x - [INFO] - [E:1| 2500]: Train Loss:0.0063232, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:55:54,902 - fb_one_to_x - [INFO] - [E:1| 2600]: Train Loss:0.006308, Val MRR:0.13101, fb_one_to_x
2023-05-02 10:57:59,297 - fb_one_to_x - [INFO] - [E:1| 2700]: Train Loss:0.0062939, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:00:14,043 - fb_one_to_x - [INFO] - [E:1| 2800]: Train Loss:0.0062798, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:02:25,482 - fb_one_to_x - [INFO] - [E:1| 2900]: Train Loss:0.0062657, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:04:34,042 - fb_one_to_x - [INFO] - [E:1| 3000]: Train Loss:0.0062504, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:06:39,797 - fb_one_to_x - [INFO] - [E:1| 3100]: Train Loss:0.006236, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:08:46,412 - fb_one_to_x - [INFO] - [E:1| 3200]: Train Loss:0.006222, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:10:56,047 - fb_one_to_x - [INFO] - [E:1| 3300]: Train Loss:0.0062081, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:13:05,380 - fb_one_to_x - [INFO] - [E:1| 3400]: Train Loss:0.0061937, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:15:16,294 - fb_one_to_x - [INFO] - [E:1| 3500]: Train Loss:0.0061795, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:17:19,232 - fb_one_to_x - [INFO] - [E:1| 3600]: Train Loss:0.006165, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:19:25,205 - fb_one_to_x - [INFO] - [E:1| 3700]: Train Loss:0.0061502, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:21:32,849 - fb_one_to_x - [INFO] - [E:1| 3800]: Train Loss:0.0061357, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:23:42,395 - fb_one_to_x - [INFO] - [E:1| 3900]: Train Loss:0.0061207, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:25:52,131 - fb_one_to_x - [INFO] - [E:1| 4000]: Train Loss:0.0061054, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:27:57,996 - fb_one_to_x - [INFO] - [E:1| 4100]: Train Loss:0.0060914, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:30:09,890 - fb_one_to_x - [INFO] - [E:1| 4200]: Train Loss:0.0060768, Val MRR:0.13101, fb_one_to_x
2023-05-02 11:31:19,782 - fb_one_to_x - [INFO] - [Epoch:1]: Training Loss:0.006069
2023-05-02 11:31:20,257 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 11:32:04,962 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 11:32:20,956 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 11:33:04,427 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 11:33:20,663 - fb_one_to_x - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.29451, Head : 0.09148, Avg : 0.193
2023-05-02 11:33:23,619 - fb_one_to_x - [INFO] - [Epoch 1]: Training Loss: 0.006069, Valid MRR: 0.193,
2023-05-02 11:33:25,146 - fb_one_to_x - [INFO] - [E:2| 0]: Train Loss:0.005757, Val MRR:0.193, fb_one_to_x
2023-05-02 11:35:39,834 - fb_one_to_x - [INFO] - [E:2| 100]: Train Loss:0.0053898, Val MRR:0.193, fb_one_to_x
2023-05-02 11:37:42,821 - fb_one_to_x - [INFO] - [E:2| 200]: Train Loss:0.0053919, Val MRR:0.193, fb_one_to_x
2023-05-02 11:39:48,040 - fb_one_to_x - [INFO] - [E:2| 300]: Train Loss:0.0053829, Val MRR:0.193, fb_one_to_x
2023-05-02 11:41:58,036 - fb_one_to_x - [INFO] - [E:2| 400]: Train Loss:0.0053736, Val MRR:0.193, fb_one_to_x
2023-05-02 11:44:08,472 - fb_one_to_x - [INFO] - [E:2| 500]: Train Loss:0.0053584, Val MRR:0.193, fb_one_to_x
2023-05-02 11:46:25,431 - fb_one_to_x - [INFO] - [E:2| 600]: Train Loss:0.0053468, Val MRR:0.193, fb_one_to_x
2023-05-02 11:48:41,442 - fb_one_to_x - [INFO] - [E:2| 700]: Train Loss:0.0053321, Val MRR:0.193, fb_one_to_x
2023-05-02 11:50:51,998 - fb_one_to_x - [INFO] - [E:2| 800]: Train Loss:0.0053209, Val MRR:0.193, fb_one_to_x
2023-05-02 11:52:57,703 - fb_one_to_x - [INFO] - [E:2| 900]: Train Loss:0.0053101, Val MRR:0.193, fb_one_to_x
2023-05-02 11:55:07,554 - fb_one_to_x - [INFO] - [E:2| 1000]: Train Loss:0.0052985, Val MRR:0.193, fb_one_to_x
2023-05-02 11:57:15,629 - fb_one_to_x - [INFO] - [E:2| 1100]: Train Loss:0.0052876, Val MRR:0.193, fb_one_to_x
2023-05-02 11:59:20,551 - fb_one_to_x - [INFO] - [E:2| 1200]: Train Loss:0.0052765, Val MRR:0.193, fb_one_to_x
2023-05-02 12:01:27,271 - fb_one_to_x - [INFO] - [E:2| 1300]: Train Loss:0.0052662, Val MRR:0.193, fb_one_to_x
2023-05-02 12:03:36,616 - fb_one_to_x - [INFO] - [E:2| 1400]: Train Loss:0.0052585, Val MRR:0.193, fb_one_to_x
2023-05-02 12:05:56,092 - fb_one_to_x - [INFO] - [E:2| 1500]: Train Loss:0.0052451, Val MRR:0.193, fb_one_to_x
2023-05-02 12:08:08,241 - fb_one_to_x - [INFO] - [E:2| 1600]: Train Loss:0.0052351, Val MRR:0.193, fb_one_to_x
2023-05-02 12:09:54,000 - fb_one_to_x - [INFO] - [E:2| 1700]: Train Loss:0.005224, Val MRR:0.193, fb_one_to_x
2023-05-02 12:11:46,869 - fb_one_to_x - [INFO] - [E:2| 1800]: Train Loss:0.0052144, Val MRR:0.193, fb_one_to_x
2023-05-02 12:13:56,731 - fb_one_to_x - [INFO] - [E:2| 1900]: Train Loss:0.0052062, Val MRR:0.193, fb_one_to_x
2023-05-02 12:16:17,980 - fb_one_to_x - [INFO] - [E:2| 2000]: Train Loss:0.005196, Val MRR:0.193, fb_one_to_x
2023-05-02 12:18:34,337 - fb_one_to_x - [INFO] - [E:2| 2100]: Train Loss:0.0051872, Val MRR:0.193, fb_one_to_x
2023-05-02 12:20:46,486 - fb_one_to_x - [INFO] - [E:2| 2200]: Train Loss:0.0051785, Val MRR:0.193, fb_one_to_x
2023-05-02 12:23:00,801 - fb_one_to_x - [INFO] - [E:2| 2300]: Train Loss:0.005171, Val MRR:0.193, fb_one_to_x
2023-05-02 12:25:22,067 - fb_one_to_x - [INFO] - [E:2| 2400]: Train Loss:0.0051627, Val MRR:0.193, fb_one_to_x
2023-05-02 12:27:34,051 - fb_one_to_x - [INFO] - [E:2| 2500]: Train Loss:0.0051539, Val MRR:0.193, fb_one_to_x
2023-05-02 12:29:43,268 - fb_one_to_x - [INFO] - [E:2| 2600]: Train Loss:0.0051451, Val MRR:0.193, fb_one_to_x
2023-05-02 12:31:44,607 - fb_one_to_x - [INFO] - [E:2| 2700]: Train Loss:0.0051365, Val MRR:0.193, fb_one_to_x
2023-05-02 12:33:50,225 - fb_one_to_x - [INFO] - [E:2| 2800]: Train Loss:0.0051287, Val MRR:0.193, fb_one_to_x
2023-05-02 12:35:55,068 - fb_one_to_x - [INFO] - [E:2| 2900]: Train Loss:0.0051208, Val MRR:0.193, fb_one_to_x
2023-05-02 12:37:59,263 - fb_one_to_x - [INFO] - [E:2| 3000]: Train Loss:0.005112, Val MRR:0.193, fb_one_to_x
2023-05-02 12:40:01,598 - fb_one_to_x - [INFO] - [E:2| 3100]: Train Loss:0.005104, Val MRR:0.193, fb_one_to_x
2023-05-02 12:42:11,657 - fb_one_to_x - [INFO] - [E:2| 3200]: Train Loss:0.0050968, Val MRR:0.193, fb_one_to_x
2023-05-02 12:44:20,528 - fb_one_to_x - [INFO] - [E:2| 3300]: Train Loss:0.0050889, Val MRR:0.193, fb_one_to_x
2023-05-02 12:46:29,309 - fb_one_to_x - [INFO] - [E:2| 3400]: Train Loss:0.0050814, Val MRR:0.193, fb_one_to_x
2023-05-02 12:48:40,036 - fb_one_to_x - [INFO] - [E:2| 3500]: Train Loss:0.0050738, Val MRR:0.193, fb_one_to_x
2023-05-02 12:50:55,119 - fb_one_to_x - [INFO] - [E:2| 3600]: Train Loss:0.0050659, Val MRR:0.193, fb_one_to_x
2023-05-02 12:53:11,534 - fb_one_to_x - [INFO] - [E:2| 3700]: Train Loss:0.005058, Val MRR:0.193, fb_one_to_x
2023-05-02 12:55:30,181 - fb_one_to_x - [INFO] - [E:2| 3800]: Train Loss:0.0050512, Val MRR:0.193, fb_one_to_x
2023-05-02 12:57:40,611 - fb_one_to_x - [INFO] - [E:2| 3900]: Train Loss:0.0050447, Val MRR:0.193, fb_one_to_x
2023-05-02 12:59:40,052 - fb_one_to_x - [INFO] - [E:2| 4000]: Train Loss:0.0050385, Val MRR:0.193, fb_one_to_x
2023-05-02 13:01:25,942 - fb_one_to_x - [INFO] - [E:2| 4100]: Train Loss:0.0050321, Val MRR:0.193, fb_one_to_x
2023-05-02 13:03:32,346 - fb_one_to_x - [INFO] - [E:2| 4200]: Train Loss:0.0050255, Val MRR:0.193, fb_one_to_x
2023-05-02 13:04:46,415 - fb_one_to_x - [INFO] - [Epoch:2]: Training Loss:0.005022
2023-05-02 13:04:46,846 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 13:05:30,145 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 13:05:45,651 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 13:06:31,130 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 13:06:47,687 - fb_one_to_x - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.32692, Head : 0.12659, Avg : 0.22675
2023-05-02 13:06:52,054 - fb_one_to_x - [INFO] - [Epoch 2]: Training Loss: 0.0050219, Valid MRR: 0.22675,
2023-05-02 13:06:53,660 - fb_one_to_x - [INFO] - [E:3| 0]: Train Loss:0.004798, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:09:01,621 - fb_one_to_x - [INFO] - [E:3| 100]: Train Loss:0.0046869, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:10:59,440 - fb_one_to_x - [INFO] - [E:3| 200]: Train Loss:0.004684, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:12:53,779 - fb_one_to_x - [INFO] - [E:3| 300]: Train Loss:0.0046798, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:14:57,958 - fb_one_to_x - [INFO] - [E:3| 400]: Train Loss:0.0046766, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:17:02,399 - fb_one_to_x - [INFO] - [E:3| 500]: Train Loss:0.004678, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:19:11,410 - fb_one_to_x - [INFO] - [E:3| 600]: Train Loss:0.0046751, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:21:14,779 - fb_one_to_x - [INFO] - [E:3| 700]: Train Loss:0.0046717, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:23:20,205 - fb_one_to_x - [INFO] - [E:3| 800]: Train Loss:0.004666, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:25:24,545 - fb_one_to_x - [INFO] - [E:3| 900]: Train Loss:0.0046651, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:27:32,168 - fb_one_to_x - [INFO] - [E:3| 1000]: Train Loss:0.004662, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:29:39,692 - fb_one_to_x - [INFO] - [E:3| 1100]: Train Loss:0.0046582, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:31:43,848 - fb_one_to_x - [INFO] - [E:3| 1200]: Train Loss:0.0046548, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:33:55,724 - fb_one_to_x - [INFO] - [E:3| 1300]: Train Loss:0.0046488, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:36:07,085 - fb_one_to_x - [INFO] - [E:3| 1400]: Train Loss:0.0046473, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:38:19,041 - fb_one_to_x - [INFO] - [E:3| 1500]: Train Loss:0.0046444, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:40:29,461 - fb_one_to_x - [INFO] - [E:3| 1600]: Train Loss:0.0046433, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:42:45,438 - fb_one_to_x - [INFO] - [E:3| 1700]: Train Loss:0.0046398, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:45:03,708 - fb_one_to_x - [INFO] - [E:3| 1800]: Train Loss:0.004637, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:47:27,000 - fb_one_to_x - [INFO] - [E:3| 1900]: Train Loss:0.0046341, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:49:50,069 - fb_one_to_x - [INFO] - [E:3| 2000]: Train Loss:0.0046299, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:52:14,331 - fb_one_to_x - [INFO] - [E:3| 2100]: Train Loss:0.004626, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:54:31,919 - fb_one_to_x - [INFO] - [E:3| 2200]: Train Loss:0.004622, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:56:51,622 - fb_one_to_x - [INFO] - [E:3| 2300]: Train Loss:0.0046186, Val MRR:0.22675, fb_one_to_x
2023-05-02 13:59:07,208 - fb_one_to_x - [INFO] - [E:3| 2400]: Train Loss:0.0046163, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:01:20,256 - fb_one_to_x - [INFO] - [E:3| 2500]: Train Loss:0.0046123, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:03:09,251 - fb_one_to_x - [INFO] - [E:3| 2600]: Train Loss:0.0046084, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:05:18,217 - fb_one_to_x - [INFO] - [E:3| 2700]: Train Loss:0.0046055, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:07:23,571 - fb_one_to_x - [INFO] - [E:3| 2800]: Train Loss:0.0046017, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:08:45,758 - fb_one_to_x - [INFO] - [E:3| 2900]: Train Loss:0.0045969, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:10:01,045 - fb_one_to_x - [INFO] - [E:3| 3000]: Train Loss:0.004593, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:11:18,512 - fb_one_to_x - [INFO] - [E:3| 3100]: Train Loss:0.0045897, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:12:40,014 - fb_one_to_x - [INFO] - [E:3| 3200]: Train Loss:0.0045869, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:14:05,098 - fb_one_to_x - [INFO] - [E:3| 3300]: Train Loss:0.0045839, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:15:25,848 - fb_one_to_x - [INFO] - [E:3| 3400]: Train Loss:0.0045805, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:16:46,048 - fb_one_to_x - [INFO] - [E:3| 3500]: Train Loss:0.0045772, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:18:29,929 - fb_one_to_x - [INFO] - [E:3| 3600]: Train Loss:0.0045745, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:20:07,146 - fb_one_to_x - [INFO] - [E:3| 3700]: Train Loss:0.0045719, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:21:30,553 - fb_one_to_x - [INFO] - [E:3| 3800]: Train Loss:0.0045685, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:23:20,876 - fb_one_to_x - [INFO] - [E:3| 3900]: Train Loss:0.0045653, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:24:51,071 - fb_one_to_x - [INFO] - [E:3| 4000]: Train Loss:0.0045614, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:26:27,106 - fb_one_to_x - [INFO] - [E:3| 4100]: Train Loss:0.004558, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:28:21,881 - fb_one_to_x - [INFO] - [E:3| 4200]: Train Loss:0.0045551, Val MRR:0.22675, fb_one_to_x
2023-05-02 14:29:21,453 - fb_one_to_x - [INFO] - [Epoch:3]: Training Loss:0.004554
2023-05-02 14:29:21,956 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 14:29:58,209 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 14:30:11,838 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 14:30:54,270 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 14:31:10,288 - fb_one_to_x - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.34577, Head : 0.1439, Avg : 0.24484
2023-05-02 14:31:11,434 - fb_one_to_x - [INFO] - [Epoch 3]: Training Loss: 0.0045538, Valid MRR: 0.24484,
2023-05-02 14:31:12,785 - fb_one_to_x - [INFO] - [E:4| 0]: Train Loss:0.0044946, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:32:45,896 - fb_one_to_x - [INFO] - [E:4| 100]: Train Loss:0.0043572, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:34:25,786 - fb_one_to_x - [INFO] - [E:4| 200]: Train Loss:0.0043573, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:36:18,210 - fb_one_to_x - [INFO] - [E:4| 300]: Train Loss:0.0043525, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:38:15,366 - fb_one_to_x - [INFO] - [E:4| 400]: Train Loss:0.0043523, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:40:12,542 - fb_one_to_x - [INFO] - [E:4| 500]: Train Loss:0.0043426, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:42:07,572 - fb_one_to_x - [INFO] - [E:4| 600]: Train Loss:0.0043487, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:44:03,308 - fb_one_to_x - [INFO] - [E:4| 700]: Train Loss:0.0043499, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:46:01,336 - fb_one_to_x - [INFO] - [E:4| 800]: Train Loss:0.0043515, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:47:58,992 - fb_one_to_x - [INFO] - [E:4| 900]: Train Loss:0.0043461, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:49:57,138 - fb_one_to_x - [INFO] - [E:4| 1000]: Train Loss:0.004344, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:51:55,093 - fb_one_to_x - [INFO] - [E:4| 1100]: Train Loss:0.0043434, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:53:52,206 - fb_one_to_x - [INFO] - [E:4| 1200]: Train Loss:0.0043433, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:55:35,104 - fb_one_to_x - [INFO] - [E:4| 1300]: Train Loss:0.0043449, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:57:31,467 - fb_one_to_x - [INFO] - [E:4| 1400]: Train Loss:0.0043437, Val MRR:0.24484, fb_one_to_x
2023-05-02 14:59:27,455 - fb_one_to_x - [INFO] - [E:4| 1500]: Train Loss:0.004344, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:01:24,047 - fb_one_to_x - [INFO] - [E:4| 1600]: Train Loss:0.0043427, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:03:21,020 - fb_one_to_x - [INFO] - [E:4| 1700]: Train Loss:0.00434, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:05:17,373 - fb_one_to_x - [INFO] - [E:4| 1800]: Train Loss:0.0043374, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:07:14,915 - fb_one_to_x - [INFO] - [E:4| 1900]: Train Loss:0.0043354, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:09:11,895 - fb_one_to_x - [INFO] - [E:4| 2000]: Train Loss:0.004332, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:11:09,318 - fb_one_to_x - [INFO] - [E:4| 2100]: Train Loss:0.0043306, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:13:06,743 - fb_one_to_x - [INFO] - [E:4| 2200]: Train Loss:0.0043275, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:14:49,447 - fb_one_to_x - [INFO] - [E:4| 2300]: Train Loss:0.0043255, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:16:46,659 - fb_one_to_x - [INFO] - [E:4| 2400]: Train Loss:0.0043244, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:18:43,688 - fb_one_to_x - [INFO] - [E:4| 2500]: Train Loss:0.0043227, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:20:40,051 - fb_one_to_x - [INFO] - [E:4| 2600]: Train Loss:0.00432, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:22:39,747 - fb_one_to_x - [INFO] - [E:4| 2700]: Train Loss:0.0043177, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:24:37,416 - fb_one_to_x - [INFO] - [E:4| 2800]: Train Loss:0.0043161, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:26:34,420 - fb_one_to_x - [INFO] - [E:4| 2900]: Train Loss:0.0043157, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:28:32,991 - fb_one_to_x - [INFO] - [E:4| 3000]: Train Loss:0.0043141, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:30:30,931 - fb_one_to_x - [INFO] - [E:4| 3100]: Train Loss:0.0043115, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:32:28,671 - fb_one_to_x - [INFO] - [E:4| 3200]: Train Loss:0.0043094, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:34:13,059 - fb_one_to_x - [INFO] - [E:4| 3300]: Train Loss:0.0043065, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:36:09,799 - fb_one_to_x - [INFO] - [E:4| 3400]: Train Loss:0.0043047, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:38:07,259 - fb_one_to_x - [INFO] - [E:4| 3500]: Train Loss:0.0043023, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:39:58,462 - fb_one_to_x - [INFO] - [E:4| 3600]: Train Loss:0.0043, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:41:55,447 - fb_one_to_x - [INFO] - [E:4| 3700]: Train Loss:0.0042979, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:43:51,806 - fb_one_to_x - [INFO] - [E:4| 3800]: Train Loss:0.004296, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:45:48,060 - fb_one_to_x - [INFO] - [E:4| 3900]: Train Loss:0.0042934, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:47:47,390 - fb_one_to_x - [INFO] - [E:4| 4000]: Train Loss:0.0042912, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:49:46,061 - fb_one_to_x - [INFO] - [E:4| 4100]: Train Loss:0.0042893, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:51:44,160 - fb_one_to_x - [INFO] - [E:4| 4200]: Train Loss:0.0042872, Val MRR:0.24484, fb_one_to_x
2023-05-02 15:52:43,722 - fb_one_to_x - [INFO] - [Epoch:4]: Training Loss:0.004286
2023-05-02 15:52:44,080 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 15:53:19,993 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 15:53:33,177 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 15:54:04,842 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 15:54:13,907 - fb_one_to_x - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.35865, Head : 0.15822, Avg : 0.25843
2023-05-02 15:54:16,257 - fb_one_to_x - [INFO] - [Epoch 4]: Training Loss: 0.0042861, Valid MRR: 0.25843,
2023-05-02 15:54:17,438 - fb_one_to_x - [INFO] - [E:5| 0]: Train Loss:0.0042729, Val MRR:0.25843, fb_one_to_x
2023-05-02 15:56:15,734 - fb_one_to_x - [INFO] - [E:5| 100]: Train Loss:0.0041547, Val MRR:0.25843, fb_one_to_x
2023-05-02 15:58:13,453 - fb_one_to_x - [INFO] - [E:5| 200]: Train Loss:0.00414, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:00:10,364 - fb_one_to_x - [INFO] - [E:5| 300]: Train Loss:0.0041414, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:02:07,204 - fb_one_to_x - [INFO] - [E:5| 400]: Train Loss:0.004147, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:04:04,559 - fb_one_to_x - [INFO] - [E:5| 500]: Train Loss:0.0041422, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:06:01,681 - fb_one_to_x - [INFO] - [E:5| 600]: Train Loss:0.004142, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:08:00,271 - fb_one_to_x - [INFO] - [E:5| 700]: Train Loss:0.0041409, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:09:57,266 - fb_one_to_x - [INFO] - [E:5| 800]: Train Loss:0.0041371, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:11:56,048 - fb_one_to_x - [INFO] - [E:5| 900]: Train Loss:0.0041355, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:13:46,043 - fb_one_to_x - [INFO] - [E:5| 1000]: Train Loss:0.0041297, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:15:36,401 - fb_one_to_x - [INFO] - [E:5| 1100]: Train Loss:0.0041292, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:17:35,333 - fb_one_to_x - [INFO] - [E:5| 1200]: Train Loss:0.0041275, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:19:31,507 - fb_one_to_x - [INFO] - [E:5| 1300]: Train Loss:0.0041267, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:21:27,922 - fb_one_to_x - [INFO] - [E:5| 1400]: Train Loss:0.0041274, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:23:25,193 - fb_one_to_x - [INFO] - [E:5| 1500]: Train Loss:0.0041267, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:25:21,681 - fb_one_to_x - [INFO] - [E:5| 1600]: Train Loss:0.0041255, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:27:18,961 - fb_one_to_x - [INFO] - [E:5| 1700]: Train Loss:0.0041244, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:29:15,992 - fb_one_to_x - [INFO] - [E:5| 1800]: Train Loss:0.0041242, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:31:12,439 - fb_one_to_x - [INFO] - [E:5| 1900]: Train Loss:0.0041235, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:33:08,027 - fb_one_to_x - [INFO] - [E:5| 2000]: Train Loss:0.0041225, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:34:50,482 - fb_one_to_x - [INFO] - [E:5| 2100]: Train Loss:0.0041217, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:36:48,259 - fb_one_to_x - [INFO] - [E:5| 2200]: Train Loss:0.0041205, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:38:43,340 - fb_one_to_x - [INFO] - [E:5| 2300]: Train Loss:0.0041192, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:40:40,770 - fb_one_to_x - [INFO] - [E:5| 2400]: Train Loss:0.0041177, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:42:37,245 - fb_one_to_x - [INFO] - [E:5| 2500]: Train Loss:0.0041161, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:44:28,733 - fb_one_to_x - [INFO] - [E:5| 2600]: Train Loss:0.0041155, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:46:25,889 - fb_one_to_x - [INFO] - [E:5| 2700]: Train Loss:0.0041156, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:48:22,847 - fb_one_to_x - [INFO] - [E:5| 2800]: Train Loss:0.0041145, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:50:20,709 - fb_one_to_x - [INFO] - [E:5| 2900]: Train Loss:0.0041132, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:52:17,724 - fb_one_to_x - [INFO] - [E:5| 3000]: Train Loss:0.0041122, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:54:01,346 - fb_one_to_x - [INFO] - [E:5| 3100]: Train Loss:0.0041119, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:55:58,092 - fb_one_to_x - [INFO] - [E:5| 3200]: Train Loss:0.0041108, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:57:54,427 - fb_one_to_x - [INFO] - [E:5| 3300]: Train Loss:0.0041094, Val MRR:0.25843, fb_one_to_x
2023-05-02 16:59:50,951 - fb_one_to_x - [INFO] - [E:5| 3400]: Train Loss:0.004108, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:01:48,281 - fb_one_to_x - [INFO] - [E:5| 3500]: Train Loss:0.0041065, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:03:46,163 - fb_one_to_x - [INFO] - [E:5| 3600]: Train Loss:0.004105, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:05:43,225 - fb_one_to_x - [INFO] - [E:5| 3700]: Train Loss:0.0041041, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:07:40,218 - fb_one_to_x - [INFO] - [E:5| 3800]: Train Loss:0.0041029, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:09:37,174 - fb_one_to_x - [INFO] - [E:5| 3900]: Train Loss:0.0041009, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:11:33,643 - fb_one_to_x - [INFO] - [E:5| 4000]: Train Loss:0.0040992, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:13:30,157 - fb_one_to_x - [INFO] - [E:5| 4100]: Train Loss:0.0040969, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:15:13,797 - fb_one_to_x - [INFO] - [E:5| 4200]: Train Loss:0.0040959, Val MRR:0.25843, fb_one_to_x
2023-05-02 17:16:13,332 - fb_one_to_x - [INFO] - [Epoch:5]: Training Loss:0.004095
2023-05-02 17:16:13,600 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 17:16:50,244 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 17:17:03,788 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 17:17:45,924 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 17:18:01,393 - fb_one_to_x - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.37232, Head : 0.1722, Avg : 0.27226
2023-05-02 17:18:02,570 - fb_one_to_x - [INFO] - [Epoch 5]: Training Loss: 0.0040951, Valid MRR: 0.27226,
2023-05-02 17:18:03,688 - fb_one_to_x - [INFO] - [E:6| 0]: Train Loss:0.004032, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:19:59,775 - fb_one_to_x - [INFO] - [E:6| 100]: Train Loss:0.0039698, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:21:38,453 - fb_one_to_x - [INFO] - [E:6| 200]: Train Loss:0.003973, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:22:53,880 - fb_one_to_x - [INFO] - [E:6| 300]: Train Loss:0.0039691, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:24:09,246 - fb_one_to_x - [INFO] - [E:6| 400]: Train Loss:0.0039628, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:25:24,682 - fb_one_to_x - [INFO] - [E:6| 500]: Train Loss:0.0039642, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:26:40,011 - fb_one_to_x - [INFO] - [E:6| 600]: Train Loss:0.0039674, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:27:55,075 - fb_one_to_x - [INFO] - [E:6| 700]: Train Loss:0.0039682, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:29:10,338 - fb_one_to_x - [INFO] - [E:6| 800]: Train Loss:0.0039693, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:30:25,457 - fb_one_to_x - [INFO] - [E:6| 900]: Train Loss:0.0039682, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:31:40,885 - fb_one_to_x - [INFO] - [E:6| 1000]: Train Loss:0.0039708, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:32:56,023 - fb_one_to_x - [INFO] - [E:6| 1100]: Train Loss:0.0039697, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:34:11,248 - fb_one_to_x - [INFO] - [E:6| 1200]: Train Loss:0.0039713, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:35:26,701 - fb_one_to_x - [INFO] - [E:6| 1300]: Train Loss:0.0039717, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:36:41,728 - fb_one_to_x - [INFO] - [E:6| 1400]: Train Loss:0.00397, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:37:57,104 - fb_one_to_x - [INFO] - [E:6| 1500]: Train Loss:0.0039678, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:39:12,404 - fb_one_to_x - [INFO] - [E:6| 1600]: Train Loss:0.0039681, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:40:27,623 - fb_one_to_x - [INFO] - [E:6| 1700]: Train Loss:0.0039676, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:41:42,978 - fb_one_to_x - [INFO] - [E:6| 1800]: Train Loss:0.0039658, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:42:58,411 - fb_one_to_x - [INFO] - [E:6| 1900]: Train Loss:0.0039668, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:44:13,695 - fb_one_to_x - [INFO] - [E:6| 2000]: Train Loss:0.0039661, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:45:29,008 - fb_one_to_x - [INFO] - [E:6| 2100]: Train Loss:0.0039653, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:46:44,386 - fb_one_to_x - [INFO] - [E:6| 2200]: Train Loss:0.0039638, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:47:59,672 - fb_one_to_x - [INFO] - [E:6| 2300]: Train Loss:0.0039635, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:49:14,957 - fb_one_to_x - [INFO] - [E:6| 2400]: Train Loss:0.0039628, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:50:30,316 - fb_one_to_x - [INFO] - [E:6| 2500]: Train Loss:0.0039619, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:51:45,518 - fb_one_to_x - [INFO] - [E:6| 2600]: Train Loss:0.0039617, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:53:00,795 - fb_one_to_x - [INFO] - [E:6| 2700]: Train Loss:0.0039593, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:54:16,081 - fb_one_to_x - [INFO] - [E:6| 2800]: Train Loss:0.0039591, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:55:31,355 - fb_one_to_x - [INFO] - [E:6| 2900]: Train Loss:0.003958, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:56:46,731 - fb_one_to_x - [INFO] - [E:6| 3000]: Train Loss:0.0039565, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:58:02,082 - fb_one_to_x - [INFO] - [E:6| 3100]: Train Loss:0.0039549, Val MRR:0.27226, fb_one_to_x
2023-05-02 17:59:17,173 - fb_one_to_x - [INFO] - [E:6| 3200]: Train Loss:0.0039548, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:00:32,468 - fb_one_to_x - [INFO] - [E:6| 3300]: Train Loss:0.0039539, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:01:47,791 - fb_one_to_x - [INFO] - [E:6| 3400]: Train Loss:0.0039528, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:03:03,218 - fb_one_to_x - [INFO] - [E:6| 3500]: Train Loss:0.0039523, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:04:18,510 - fb_one_to_x - [INFO] - [E:6| 3600]: Train Loss:0.0039516, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:05:33,899 - fb_one_to_x - [INFO] - [E:6| 3700]: Train Loss:0.0039502, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:06:49,116 - fb_one_to_x - [INFO] - [E:6| 3800]: Train Loss:0.0039495, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:08:04,310 - fb_one_to_x - [INFO] - [E:6| 3900]: Train Loss:0.0039484, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:09:19,464 - fb_one_to_x - [INFO] - [E:6| 4000]: Train Loss:0.0039472, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:10:34,761 - fb_one_to_x - [INFO] - [E:6| 4100]: Train Loss:0.0039463, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:11:50,137 - fb_one_to_x - [INFO] - [E:6| 4200]: Train Loss:0.0039455, Val MRR:0.27226, fb_one_to_x
2023-05-02 18:12:28,433 - fb_one_to_x - [INFO] - [Epoch:6]: Training Loss:0.003945
2023-05-02 18:12:28,655 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 18:12:50,554 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 18:12:58,668 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 18:13:23,277 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 18:13:32,168 - fb_one_to_x - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.38028, Head : 0.18086, Avg : 0.28057
2023-05-02 18:13:33,333 - fb_one_to_x - [INFO] - [Epoch 6]: Training Loss: 0.003945, Valid MRR: 0.28057,
2023-05-02 18:13:34,150 - fb_one_to_x - [INFO] - [E:7| 0]: Train Loss:0.0040256, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:14:49,187 - fb_one_to_x - [INFO] - [E:7| 100]: Train Loss:0.0038181, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:16:04,558 - fb_one_to_x - [INFO] - [E:7| 200]: Train Loss:0.0038339, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:17:19,810 - fb_one_to_x - [INFO] - [E:7| 300]: Train Loss:0.0038404, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:18:35,133 - fb_one_to_x - [INFO] - [E:7| 400]: Train Loss:0.0038391, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:19:50,345 - fb_one_to_x - [INFO] - [E:7| 500]: Train Loss:0.0038387, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:21:05,708 - fb_one_to_x - [INFO] - [E:7| 600]: Train Loss:0.0038422, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:22:21,094 - fb_one_to_x - [INFO] - [E:7| 700]: Train Loss:0.0038398, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:23:36,221 - fb_one_to_x - [INFO] - [E:7| 800]: Train Loss:0.0038414, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:24:51,469 - fb_one_to_x - [INFO] - [E:7| 900]: Train Loss:0.0038408, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:26:06,758 - fb_one_to_x - [INFO] - [E:7| 1000]: Train Loss:0.003839, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:27:22,131 - fb_one_to_x - [INFO] - [E:7| 1100]: Train Loss:0.0038426, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:28:39,105 - fb_one_to_x - [INFO] - [E:7| 1200]: Train Loss:0.0038431, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:30:22,809 - fb_one_to_x - [INFO] - [E:7| 1300]: Train Loss:0.003844, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:32:17,238 - fb_one_to_x - [INFO] - [E:7| 1400]: Train Loss:0.003843, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:33:36,175 - fb_one_to_x - [INFO] - [E:7| 1500]: Train Loss:0.0038434, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:35:28,382 - fb_one_to_x - [INFO] - [E:7| 1600]: Train Loss:0.0038436, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:37:25,130 - fb_one_to_x - [INFO] - [E:7| 1700]: Train Loss:0.0038432, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:39:21,172 - fb_one_to_x - [INFO] - [E:7| 1800]: Train Loss:0.0038431, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:41:18,727 - fb_one_to_x - [INFO] - [E:7| 1900]: Train Loss:0.0038418, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:43:15,169 - fb_one_to_x - [INFO] - [E:7| 2000]: Train Loss:0.0038404, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:45:12,546 - fb_one_to_x - [INFO] - [E:7| 2100]: Train Loss:0.0038399, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:47:12,362 - fb_one_to_x - [INFO] - [E:7| 2200]: Train Loss:0.0038388, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:49:10,930 - fb_one_to_x - [INFO] - [E:7| 2300]: Train Loss:0.0038383, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:51:09,692 - fb_one_to_x - [INFO] - [E:7| 2400]: Train Loss:0.0038378, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:53:07,790 - fb_one_to_x - [INFO] - [E:7| 2500]: Train Loss:0.0038371, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:55:06,769 - fb_one_to_x - [INFO] - [E:7| 2600]: Train Loss:0.0038361, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:56:56,256 - fb_one_to_x - [INFO] - [E:7| 2700]: Train Loss:0.003836, Val MRR:0.28057, fb_one_to_x
2023-05-02 18:58:48,272 - fb_one_to_x - [INFO] - [E:7| 2800]: Train Loss:0.003835, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:00:46,353 - fb_one_to_x - [INFO] - [E:7| 2900]: Train Loss:0.0038345, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:02:44,498 - fb_one_to_x - [INFO] - [E:7| 3000]: Train Loss:0.0038338, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:04:41,714 - fb_one_to_x - [INFO] - [E:7| 3100]: Train Loss:0.0038328, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:06:41,081 - fb_one_to_x - [INFO] - [E:7| 3200]: Train Loss:0.003832, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:08:39,157 - fb_one_to_x - [INFO] - [E:7| 3300]: Train Loss:0.0038316, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:10:38,986 - fb_one_to_x - [INFO] - [E:7| 3400]: Train Loss:0.0038305, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:12:37,267 - fb_one_to_x - [INFO] - [E:7| 3500]: Train Loss:0.0038303, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:14:36,177 - fb_one_to_x - [INFO] - [E:7| 3600]: Train Loss:0.0038291, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:16:34,630 - fb_one_to_x - [INFO] - [E:7| 3700]: Train Loss:0.0038284, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:18:30,909 - fb_one_to_x - [INFO] - [E:7| 3800]: Train Loss:0.0038278, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:20:17,005 - fb_one_to_x - [INFO] - [E:7| 3900]: Train Loss:0.0038276, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:22:15,438 - fb_one_to_x - [INFO] - [E:7| 4000]: Train Loss:0.0038274, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:24:13,070 - fb_one_to_x - [INFO] - [E:7| 4100]: Train Loss:0.003827, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:26:11,777 - fb_one_to_x - [INFO] - [E:7| 4200]: Train Loss:0.0038265, Val MRR:0.28057, fb_one_to_x
2023-05-02 19:27:11,723 - fb_one_to_x - [INFO] - [Epoch:7]: Training Loss:0.003826
2023-05-02 19:27:12,026 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 19:27:47,677 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 19:28:01,086 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 19:28:45,100 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 19:29:01,214 - fb_one_to_x - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.38873, Head : 0.18604, Avg : 0.28739
2023-05-02 19:29:02,369 - fb_one_to_x - [INFO] - [Epoch 7]: Training Loss: 0.0038261, Valid MRR: 0.28739,
2023-05-02 19:29:03,577 - fb_one_to_x - [INFO] - [E:8| 0]: Train Loss:0.0039741, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:31:01,524 - fb_one_to_x - [INFO] - [E:8| 100]: Train Loss:0.0037134, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:33:00,095 - fb_one_to_x - [INFO] - [E:8| 200]: Train Loss:0.0037205, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:34:58,085 - fb_one_to_x - [INFO] - [E:8| 300]: Train Loss:0.0037317, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:37:00,650 - fb_one_to_x - [INFO] - [E:8| 400]: Train Loss:0.0037382, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:38:58,808 - fb_one_to_x - [INFO] - [E:8| 500]: Train Loss:0.0037322, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:40:44,519 - fb_one_to_x - [INFO] - [E:8| 600]: Train Loss:0.0037333, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:42:41,626 - fb_one_to_x - [INFO] - [E:8| 700]: Train Loss:0.0037334, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:44:40,348 - fb_one_to_x - [INFO] - [E:8| 800]: Train Loss:0.0037344, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:46:37,692 - fb_one_to_x - [INFO] - [E:8| 900]: Train Loss:0.0037363, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:48:37,726 - fb_one_to_x - [INFO] - [E:8| 1000]: Train Loss:0.0037354, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:50:35,542 - fb_one_to_x - [INFO] - [E:8| 1100]: Train Loss:0.0037345, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:52:34,250 - fb_one_to_x - [INFO] - [E:8| 1200]: Train Loss:0.0037366, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:54:30,616 - fb_one_to_x - [INFO] - [E:8| 1300]: Train Loss:0.0037375, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:56:29,240 - fb_one_to_x - [INFO] - [E:8| 1400]: Train Loss:0.0037378, Val MRR:0.28739, fb_one_to_x
2023-05-02 19:58:28,199 - fb_one_to_x - [INFO] - [E:8| 1500]: Train Loss:0.0037367, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:00:25,874 - fb_one_to_x - [INFO] - [E:8| 1600]: Train Loss:0.0037369, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:02:14,192 - fb_one_to_x - [INFO] - [E:8| 1700]: Train Loss:0.0037366, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:04:07,886 - fb_one_to_x - [INFO] - [E:8| 1800]: Train Loss:0.0037346, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:06:05,974 - fb_one_to_x - [INFO] - [E:8| 1900]: Train Loss:0.0037341, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:08:04,328 - fb_one_to_x - [INFO] - [E:8| 2000]: Train Loss:0.0037331, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:10:01,664 - fb_one_to_x - [INFO] - [E:8| 2100]: Train Loss:0.0037318, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:12:00,807 - fb_one_to_x - [INFO] - [E:8| 2200]: Train Loss:0.003732, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:13:58,673 - fb_one_to_x - [INFO] - [E:8| 2300]: Train Loss:0.0037325, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:15:57,476 - fb_one_to_x - [INFO] - [E:8| 2400]: Train Loss:0.0037325, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:17:56,152 - fb_one_to_x - [INFO] - [E:8| 2500]: Train Loss:0.0037322, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:19:53,249 - fb_one_to_x - [INFO] - [E:8| 2600]: Train Loss:0.0037314, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:21:50,764 - fb_one_to_x - [INFO] - [E:8| 2700]: Train Loss:0.0037318, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:23:42,840 - fb_one_to_x - [INFO] - [E:8| 2800]: Train Loss:0.0037304, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:25:32,434 - fb_one_to_x - [INFO] - [E:8| 2900]: Train Loss:0.0037297, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:27:29,833 - fb_one_to_x - [INFO] - [E:8| 3000]: Train Loss:0.0037289, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:29:28,945 - fb_one_to_x - [INFO] - [E:8| 3100]: Train Loss:0.0037277, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:31:26,688 - fb_one_to_x - [INFO] - [E:8| 3200]: Train Loss:0.0037277, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:33:25,669 - fb_one_to_x - [INFO] - [E:8| 3300]: Train Loss:0.0037277, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:35:22,986 - fb_one_to_x - [INFO] - [E:8| 3400]: Train Loss:0.0037276, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:37:24,480 - fb_one_to_x - [INFO] - [E:8| 3500]: Train Loss:0.0037271, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:39:22,666 - fb_one_to_x - [INFO] - [E:8| 3600]: Train Loss:0.0037271, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:41:19,576 - fb_one_to_x - [INFO] - [E:8| 3700]: Train Loss:0.0037273, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:43:18,814 - fb_one_to_x - [INFO] - [E:8| 3800]: Train Loss:0.0037275, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:45:16,868 - fb_one_to_x - [INFO] - [E:8| 3900]: Train Loss:0.0037273, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:47:00,577 - fb_one_to_x - [INFO] - [E:8| 4000]: Train Loss:0.0037273, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:48:59,114 - fb_one_to_x - [INFO] - [E:8| 4100]: Train Loss:0.003727, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:50:57,706 - fb_one_to_x - [INFO] - [E:8| 4200]: Train Loss:0.0037265, Val MRR:0.28739, fb_one_to_x
2023-05-02 20:51:57,388 - fb_one_to_x - [INFO] - [Epoch:8]: Training Loss:0.003726
2023-05-02 20:51:57,655 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 20:52:33,046 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 20:52:46,753 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 20:53:29,960 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 20:53:45,752 - fb_one_to_x - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.39647, Head : 0.19063, Avg : 0.29355
2023-05-02 20:53:46,933 - fb_one_to_x - [INFO] - [Epoch 8]: Training Loss: 0.0037261, Valid MRR: 0.29355,
2023-05-02 20:53:48,194 - fb_one_to_x - [INFO] - [E:9| 0]: Train Loss:0.0038026, Val MRR:0.29355, fb_one_to_x
2023-05-02 20:55:46,607 - fb_one_to_x - [INFO] - [E:9| 100]: Train Loss:0.0036291, Val MRR:0.29355, fb_one_to_x
2023-05-02 20:57:44,845 - fb_one_to_x - [INFO] - [E:9| 200]: Train Loss:0.0036406, Val MRR:0.29355, fb_one_to_x
2023-05-02 20:59:45,023 - fb_one_to_x - [INFO] - [E:9| 300]: Train Loss:0.0036498, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:01:43,581 - fb_one_to_x - [INFO] - [E:9| 400]: Train Loss:0.0036418, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:03:42,192 - fb_one_to_x - [INFO] - [E:9| 500]: Train Loss:0.0036423, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:05:40,471 - fb_one_to_x - [INFO] - [E:9| 600]: Train Loss:0.0036432, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:07:27,989 - fb_one_to_x - [INFO] - [E:9| 700]: Train Loss:0.003644, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:09:47,841 - fb_one_to_x - [INFO] - [E:9| 800]: Train Loss:0.0036468, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:12:23,800 - fb_one_to_x - [INFO] - [E:9| 900]: Train Loss:0.0036469, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:14:59,633 - fb_one_to_x - [INFO] - [E:9| 1000]: Train Loss:0.0036482, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:17:35,757 - fb_one_to_x - [INFO] - [E:9| 1100]: Train Loss:0.003648, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:20:11,572 - fb_one_to_x - [INFO] - [E:9| 1200]: Train Loss:0.0036472, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:22:47,637 - fb_one_to_x - [INFO] - [E:9| 1300]: Train Loss:0.0036445, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:25:23,573 - fb_one_to_x - [INFO] - [E:9| 1400]: Train Loss:0.0036458, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:27:59,560 - fb_one_to_x - [INFO] - [E:9| 1500]: Train Loss:0.0036465, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:30:35,665 - fb_one_to_x - [INFO] - [E:9| 1600]: Train Loss:0.0036464, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:33:11,783 - fb_one_to_x - [INFO] - [E:9| 1700]: Train Loss:0.0036465, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:35:47,664 - fb_one_to_x - [INFO] - [E:9| 1800]: Train Loss:0.0036467, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:38:23,715 - fb_one_to_x - [INFO] - [E:9| 1900]: Train Loss:0.0036462, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:40:59,608 - fb_one_to_x - [INFO] - [E:9| 2000]: Train Loss:0.0036467, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:43:35,769 - fb_one_to_x - [INFO] - [E:9| 2100]: Train Loss:0.0036478, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:46:11,747 - fb_one_to_x - [INFO] - [E:9| 2200]: Train Loss:0.0036489, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:48:47,683 - fb_one_to_x - [INFO] - [E:9| 2300]: Train Loss:0.0036477, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:51:23,599 - fb_one_to_x - [INFO] - [E:9| 2400]: Train Loss:0.0036482, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:53:59,632 - fb_one_to_x - [INFO] - [E:9| 2500]: Train Loss:0.003647, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:56:35,769 - fb_one_to_x - [INFO] - [E:9| 2600]: Train Loss:0.0036462, Val MRR:0.29355, fb_one_to_x
2023-05-02 21:59:11,735 - fb_one_to_x - [INFO] - [E:9| 2700]: Train Loss:0.003646, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:01:47,674 - fb_one_to_x - [INFO] - [E:9| 2800]: Train Loss:0.003646, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:04:23,781 - fb_one_to_x - [INFO] - [E:9| 2900]: Train Loss:0.0036459, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:06:59,858 - fb_one_to_x - [INFO] - [E:9| 3000]: Train Loss:0.0036452, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:09:35,801 - fb_one_to_x - [INFO] - [E:9| 3100]: Train Loss:0.0036449, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:12:11,647 - fb_one_to_x - [INFO] - [E:9| 3200]: Train Loss:0.0036441, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:14:47,419 - fb_one_to_x - [INFO] - [E:9| 3300]: Train Loss:0.0036438, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:17:23,279 - fb_one_to_x - [INFO] - [E:9| 3400]: Train Loss:0.003643, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:19:59,350 - fb_one_to_x - [INFO] - [E:9| 3500]: Train Loss:0.0036435, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:22:35,450 - fb_one_to_x - [INFO] - [E:9| 3600]: Train Loss:0.0036427, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:25:11,314 - fb_one_to_x - [INFO] - [E:9| 3700]: Train Loss:0.003643, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:27:47,176 - fb_one_to_x - [INFO] - [E:9| 3800]: Train Loss:0.0036419, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:30:23,125 - fb_one_to_x - [INFO] - [E:9| 3900]: Train Loss:0.0036411, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:32:59,405 - fb_one_to_x - [INFO] - [E:9| 4000]: Train Loss:0.0036404, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:35:35,548 - fb_one_to_x - [INFO] - [E:9| 4100]: Train Loss:0.0036396, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:38:11,595 - fb_one_to_x - [INFO] - [E:9| 4200]: Train Loss:0.0036384, Val MRR:0.29355, fb_one_to_x
2023-05-02 22:39:30,888 - fb_one_to_x - [INFO] - [Epoch:9]: Training Loss:0.003639
2023-05-02 22:39:31,394 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-02 22:40:21,708 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-02 22:40:40,391 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-02 22:41:33,454 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-02 22:41:52,598 - fb_one_to_x - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.39894, Head : 0.19688, Avg : 0.29791
MR: Tail : 150.98, Head : 282.51, Avg : 216.75
Hit-1: Tail : 0.30932, Head : 0.12427, Avg : 0.21679
Hit-3: Tail : 0.4373, Head : 0.21266, Avg : 0.32498
Hit-10: Tail : 0.57365, Head : 0.33892, Avg : 0.45629
2023-05-02 22:41:53,808 - fb_one_to_x - [INFO] - [Epoch 9]: Training Loss: 0.003639, Valid MRR: 0.29791,
2023-05-02 22:41:55,429 - fb_one_to_x - [INFO] - [E:10| 0]: Train Loss:0.0036121, Val MRR:0.29791, fb_one_to_x
2023-05-02 22:44:31,217 - fb_one_to_x - [INFO] - [E:10| 100]: Train Loss:0.00354, Val MRR:0.29791, fb_one_to_x
2023-05-02 22:47:06,965 - fb_one_to_x - [INFO] - [E:10| 200]: Train Loss:0.0035546, Val MRR:0.29791, fb_one_to_x
2023-05-02 22:49:43,036 - fb_one_to_x - [INFO] - [E:10| 300]: Train Loss:0.0035586, Val MRR:0.29791, fb_one_to_x
2023-05-02 22:52:19,250 - fb_one_to_x - [INFO] - [E:10| 400]: Train Loss:0.0035588, Val MRR:0.29791, fb_one_to_x
2023-05-02 22:54:55,161 - fb_one_to_x - [INFO] - [E:10| 500]: Train Loss:0.0035633, Val MRR:0.29791, fb_one_to_x
2023-05-02 22:57:31,073 - fb_one_to_x - [INFO] - [E:10| 600]: Train Loss:0.0035675, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:00:07,188 - fb_one_to_x - [INFO] - [E:10| 700]: Train Loss:0.0035683, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:02:43,038 - fb_one_to_x - [INFO] - [E:10| 800]: Train Loss:0.0035655, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:05:19,066 - fb_one_to_x - [INFO] - [E:10| 900]: Train Loss:0.0035664, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:07:54,963 - fb_one_to_x - [INFO] - [E:10| 1000]: Train Loss:0.0035678, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:10:30,940 - fb_one_to_x - [INFO] - [E:10| 1100]: Train Loss:0.0035684, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:13:07,038 - fb_one_to_x - [INFO] - [E:10| 1200]: Train Loss:0.0035654, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:15:42,877 - fb_one_to_x - [INFO] - [E:10| 1300]: Train Loss:0.0035668, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:18:18,848 - fb_one_to_x - [INFO] - [E:10| 1400]: Train Loss:0.0035677, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:20:54,869 - fb_one_to_x - [INFO] - [E:10| 1500]: Train Loss:0.0035684, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:23:30,713 - fb_one_to_x - [INFO] - [E:10| 1600]: Train Loss:0.0035677, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:26:06,837 - fb_one_to_x - [INFO] - [E:10| 1700]: Train Loss:0.0035683, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:28:42,690 - fb_one_to_x - [INFO] - [E:10| 1800]: Train Loss:0.0035662, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:31:18,656 - fb_one_to_x - [INFO] - [E:10| 1900]: Train Loss:0.0035651, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:33:54,602 - fb_one_to_x - [INFO] - [E:10| 2000]: Train Loss:0.0035654, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:36:30,711 - fb_one_to_x - [INFO] - [E:10| 2100]: Train Loss:0.0035666, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:39:06,888 - fb_one_to_x - [INFO] - [E:10| 2200]: Train Loss:0.0035664, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:41:42,791 - fb_one_to_x - [INFO] - [E:10| 2300]: Train Loss:0.0035662, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:44:18,839 - fb_one_to_x - [INFO] - [E:10| 2400]: Train Loss:0.0035671, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:46:54,895 - fb_one_to_x - [INFO] - [E:10| 2500]: Train Loss:0.0035679, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:49:30,789 - fb_one_to_x - [INFO] - [E:10| 2600]: Train Loss:0.003567, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:52:06,813 - fb_one_to_x - [INFO] - [E:10| 2700]: Train Loss:0.0035671, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:54:42,921 - fb_one_to_x - [INFO] - [E:10| 2800]: Train Loss:0.0035676, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:57:19,050 - fb_one_to_x - [INFO] - [E:10| 2900]: Train Loss:0.0035682, Val MRR:0.29791, fb_one_to_x
2023-05-02 23:59:55,024 - fb_one_to_x - [INFO] - [E:10| 3000]: Train Loss:0.0035683, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:02:31,036 - fb_one_to_x - [INFO] - [E:10| 3100]: Train Loss:0.0035686, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:05:06,946 - fb_one_to_x - [INFO] - [E:10| 3200]: Train Loss:0.003568, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:07:42,834 - fb_one_to_x - [INFO] - [E:10| 3300]: Train Loss:0.0035673, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:10:18,858 - fb_one_to_x - [INFO] - [E:10| 3400]: Train Loss:0.0035669, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:12:54,917 - fb_one_to_x - [INFO] - [E:10| 3500]: Train Loss:0.0035664, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:15:31,086 - fb_one_to_x - [INFO] - [E:10| 3600]: Train Loss:0.003566, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:18:07,184 - fb_one_to_x - [INFO] - [E:10| 3700]: Train Loss:0.0035657, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:20:43,429 - fb_one_to_x - [INFO] - [E:10| 3800]: Train Loss:0.0035651, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:23:19,414 - fb_one_to_x - [INFO] - [E:10| 3900]: Train Loss:0.0035654, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:25:55,280 - fb_one_to_x - [INFO] - [E:10| 4000]: Train Loss:0.0035652, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:28:31,174 - fb_one_to_x - [INFO] - [E:10| 4100]: Train Loss:0.0035644, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:31:07,194 - fb_one_to_x - [INFO] - [E:10| 4200]: Train Loss:0.0035642, Val MRR:0.29791, fb_one_to_x
2023-05-03 00:32:26,480 - fb_one_to_x - [INFO] - [Epoch:10]: Training Loss:0.003564
2023-05-03 00:32:26,988 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 00:33:17,298 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 00:33:35,991 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 00:34:29,099 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 00:34:48,280 - fb_one_to_x - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.40615, Head : 0.19911, Avg : 0.30263
2023-05-03 00:34:49,476 - fb_one_to_x - [INFO] - [Epoch 10]: Training Loss: 0.0035641, Valid MRR: 0.30263,
2023-05-03 00:34:51,155 - fb_one_to_x - [INFO] - [E:11| 0]: Train Loss:0.0033991, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:37:27,369 - fb_one_to_x - [INFO] - [E:11| 100]: Train Loss:0.0034663, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:40:03,400 - fb_one_to_x - [INFO] - [E:11| 200]: Train Loss:0.0034775, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:42:39,199 - fb_one_to_x - [INFO] - [E:11| 300]: Train Loss:0.0034789, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:45:15,241 - fb_one_to_x - [INFO] - [E:11| 400]: Train Loss:0.0034766, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:47:51,202 - fb_one_to_x - [INFO] - [E:11| 500]: Train Loss:0.00348, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:50:27,182 - fb_one_to_x - [INFO] - [E:11| 600]: Train Loss:0.0034784, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:53:03,102 - fb_one_to_x - [INFO] - [E:11| 700]: Train Loss:0.0034776, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:55:39,008 - fb_one_to_x - [INFO] - [E:11| 800]: Train Loss:0.0034767, Val MRR:0.30263, fb_one_to_x
2023-05-03 00:58:14,943 - fb_one_to_x - [INFO] - [E:11| 900]: Train Loss:0.0034786, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:00:50,910 - fb_one_to_x - [INFO] - [E:11| 1000]: Train Loss:0.0034821, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:03:26,812 - fb_one_to_x - [INFO] - [E:11| 1100]: Train Loss:0.0034851, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:06:02,909 - fb_one_to_x - [INFO] - [E:11| 1200]: Train Loss:0.0034858, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:08:39,190 - fb_one_to_x - [INFO] - [E:11| 1300]: Train Loss:0.0034861, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:11:15,222 - fb_one_to_x - [INFO] - [E:11| 1400]: Train Loss:0.0034855, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:13:51,091 - fb_one_to_x - [INFO] - [E:11| 1500]: Train Loss:0.0034888, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:16:27,130 - fb_one_to_x - [INFO] - [E:11| 1600]: Train Loss:0.0034898, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:19:02,941 - fb_one_to_x - [INFO] - [E:11| 1700]: Train Loss:0.0034908, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:21:38,780 - fb_one_to_x - [INFO] - [E:11| 1800]: Train Loss:0.0034909, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:24:14,855 - fb_one_to_x - [INFO] - [E:11| 1900]: Train Loss:0.0034923, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:26:50,643 - fb_one_to_x - [INFO] - [E:11| 2000]: Train Loss:0.0034919, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:29:26,693 - fb_one_to_x - [INFO] - [E:11| 2100]: Train Loss:0.0034928, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:32:02,745 - fb_one_to_x - [INFO] - [E:11| 2200]: Train Loss:0.0034935, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:34:38,634 - fb_one_to_x - [INFO] - [E:11| 2300]: Train Loss:0.003494, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:37:14,698 - fb_one_to_x - [INFO] - [E:11| 2400]: Train Loss:0.0034944, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:39:50,917 - fb_one_to_x - [INFO] - [E:11| 2500]: Train Loss:0.0034941, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:42:27,080 - fb_one_to_x - [INFO] - [E:11| 2600]: Train Loss:0.0034954, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:45:02,910 - fb_one_to_x - [INFO] - [E:11| 2700]: Train Loss:0.0034949, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:47:38,847 - fb_one_to_x - [INFO] - [E:11| 2800]: Train Loss:0.0034951, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:50:14,964 - fb_one_to_x - [INFO] - [E:11| 2900]: Train Loss:0.0034948, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:52:50,806 - fb_one_to_x - [INFO] - [E:11| 3000]: Train Loss:0.0034944, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:55:26,786 - fb_one_to_x - [INFO] - [E:11| 3100]: Train Loss:0.0034946, Val MRR:0.30263, fb_one_to_x
2023-05-03 01:58:03,265 - fb_one_to_x - [INFO] - [E:11| 3200]: Train Loss:0.0034953, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:00:39,302 - fb_one_to_x - [INFO] - [E:11| 3300]: Train Loss:0.0034948, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:03:15,647 - fb_one_to_x - [INFO] - [E:11| 3400]: Train Loss:0.0034945, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:05:52,068 - fb_one_to_x - [INFO] - [E:11| 3500]: Train Loss:0.0034944, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:08:28,566 - fb_one_to_x - [INFO] - [E:11| 3600]: Train Loss:0.0034949, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:11:04,602 - fb_one_to_x - [INFO] - [E:11| 3700]: Train Loss:0.0034958, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:13:40,803 - fb_one_to_x - [INFO] - [E:11| 3800]: Train Loss:0.0034949, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:16:16,638 - fb_one_to_x - [INFO] - [E:11| 3900]: Train Loss:0.0034948, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:18:52,714 - fb_one_to_x - [INFO] - [E:11| 4000]: Train Loss:0.0034941, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:21:29,005 - fb_one_to_x - [INFO] - [E:11| 4100]: Train Loss:0.0034942, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:24:05,231 - fb_one_to_x - [INFO] - [E:11| 4200]: Train Loss:0.0034936, Val MRR:0.30263, fb_one_to_x
2023-05-03 02:25:24,586 - fb_one_to_x - [INFO] - [Epoch:11]: Training Loss:0.003494
2023-05-03 02:25:25,103 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 02:26:15,412 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 02:26:34,095 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 02:27:27,236 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 02:27:46,357 - fb_one_to_x - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.40844, Head : 0.20377, Avg : 0.30611
2023-05-03 02:27:48,674 - fb_one_to_x - [INFO] - [Epoch 11]: Training Loss: 0.0034936, Valid MRR: 0.30611,
2023-05-03 02:27:50,296 - fb_one_to_x - [INFO] - [E:12| 0]: Train Loss:0.0034546, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:30:26,887 - fb_one_to_x - [INFO] - [E:12| 100]: Train Loss:0.0034396, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:33:02,746 - fb_one_to_x - [INFO] - [E:12| 200]: Train Loss:0.0034325, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:35:38,694 - fb_one_to_x - [INFO] - [E:12| 300]: Train Loss:0.0034283, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:38:14,659 - fb_one_to_x - [INFO] - [E:12| 400]: Train Loss:0.0034324, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:40:50,850 - fb_one_to_x - [INFO] - [E:12| 500]: Train Loss:0.0034313, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:43:26,821 - fb_one_to_x - [INFO] - [E:12| 600]: Train Loss:0.0034308, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:46:02,626 - fb_one_to_x - [INFO] - [E:12| 700]: Train Loss:0.0034305, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:48:38,933 - fb_one_to_x - [INFO] - [E:12| 800]: Train Loss:0.0034322, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:51:14,824 - fb_one_to_x - [INFO] - [E:12| 900]: Train Loss:0.0034303, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:53:50,897 - fb_one_to_x - [INFO] - [E:12| 1000]: Train Loss:0.0034315, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:56:27,117 - fb_one_to_x - [INFO] - [E:12| 1100]: Train Loss:0.0034338, Val MRR:0.30611, fb_one_to_x
2023-05-03 02:59:03,364 - fb_one_to_x - [INFO] - [E:12| 1200]: Train Loss:0.003432, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:01:39,255 - fb_one_to_x - [INFO] - [E:12| 1300]: Train Loss:0.0034309, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:04:15,405 - fb_one_to_x - [INFO] - [E:12| 1400]: Train Loss:0.0034308, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:06:51,520 - fb_one_to_x - [INFO] - [E:12| 1500]: Train Loss:0.0034313, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:09:27,491 - fb_one_to_x - [INFO] - [E:12| 1600]: Train Loss:0.0034311, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:12:03,537 - fb_one_to_x - [INFO] - [E:12| 1700]: Train Loss:0.0034308, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:14:39,505 - fb_one_to_x - [INFO] - [E:12| 1800]: Train Loss:0.0034305, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:17:15,541 - fb_one_to_x - [INFO] - [E:12| 1900]: Train Loss:0.0034318, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:19:51,485 - fb_one_to_x - [INFO] - [E:12| 2000]: Train Loss:0.0034307, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:22:27,762 - fb_one_to_x - [INFO] - [E:12| 2100]: Train Loss:0.0034296, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:25:03,821 - fb_one_to_x - [INFO] - [E:12| 2200]: Train Loss:0.0034305, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:27:39,787 - fb_one_to_x - [INFO] - [E:12| 2300]: Train Loss:0.0034312, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:30:15,706 - fb_one_to_x - [INFO] - [E:12| 2400]: Train Loss:0.0034311, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:32:51,488 - fb_one_to_x - [INFO] - [E:12| 2500]: Train Loss:0.0034313, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:35:27,505 - fb_one_to_x - [INFO] - [E:12| 2600]: Train Loss:0.0034314, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:38:03,751 - fb_one_to_x - [INFO] - [E:12| 2700]: Train Loss:0.0034323, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:40:39,937 - fb_one_to_x - [INFO] - [E:12| 2800]: Train Loss:0.0034337, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:43:15,967 - fb_one_to_x - [INFO] - [E:12| 2900]: Train Loss:0.0034338, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:45:51,886 - fb_one_to_x - [INFO] - [E:12| 3000]: Train Loss:0.0034339, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:48:27,865 - fb_one_to_x - [INFO] - [E:12| 3100]: Train Loss:0.0034338, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:51:04,016 - fb_one_to_x - [INFO] - [E:12| 3200]: Train Loss:0.0034335, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:53:40,179 - fb_one_to_x - [INFO] - [E:12| 3300]: Train Loss:0.0034334, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:56:16,148 - fb_one_to_x - [INFO] - [E:12| 3400]: Train Loss:0.003434, Val MRR:0.30611, fb_one_to_x
2023-05-03 03:58:52,217 - fb_one_to_x - [INFO] - [E:12| 3500]: Train Loss:0.0034335, Val MRR:0.30611, fb_one_to_x
2023-05-03 04:01:28,380 - fb_one_to_x - [INFO] - [E:12| 3600]: Train Loss:0.0034335, Val MRR:0.30611, fb_one_to_x
2023-05-03 04:04:04,540 - fb_one_to_x - [INFO] - [E:12| 3700]: Train Loss:0.0034337, Val MRR:0.30611, fb_one_to_x
2023-05-03 04:06:40,603 - fb_one_to_x - [INFO] - [E:12| 3800]: Train Loss:0.0034329, Val MRR:0.30611, fb_one_to_x
2023-05-03 04:09:16,466 - fb_one_to_x - [INFO] - [E:12| 3900]: Train Loss:0.0034332, Val MRR:0.30611, fb_one_to_x
2023-05-03 04:11:52,543 - fb_one_to_x - [INFO] - [E:12| 4000]: Train Loss:0.0034334, Val MRR:0.30611, fb_one_to_x
2023-05-03 04:14:28,586 - fb_one_to_x - [INFO] - [E:12| 4100]: Train Loss:0.0034328, Val MRR:0.30611, fb_one_to_x
2023-05-03 04:17:04,538 - fb_one_to_x - [INFO] - [E:12| 4200]: Train Loss:0.0034321, Val MRR:0.30611, fb_one_to_x
2023-05-03 04:18:23,736 - fb_one_to_x - [INFO] - [Epoch:12]: Training Loss:0.003432
2023-05-03 04:18:24,245 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 04:19:14,560 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 04:19:33,232 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 04:20:26,473 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 04:20:45,566 - fb_one_to_x - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.41326, Head : 0.2054, Avg : 0.30933
2023-05-03 04:20:46,713 - fb_one_to_x - [INFO] - [Epoch 12]: Training Loss: 0.003432, Valid MRR: 0.30933,
2023-05-03 04:20:48,337 - fb_one_to_x - [INFO] - [E:13| 0]: Train Loss:0.0030446, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:23:24,560 - fb_one_to_x - [INFO] - [E:13| 100]: Train Loss:0.0033369, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:26:00,554 - fb_one_to_x - [INFO] - [E:13| 200]: Train Loss:0.0033546, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:28:36,761 - fb_one_to_x - [INFO] - [E:13| 300]: Train Loss:0.0033558, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:31:12,814 - fb_one_to_x - [INFO] - [E:13| 400]: Train Loss:0.0033559, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:33:48,773 - fb_one_to_x - [INFO] - [E:13| 500]: Train Loss:0.0033535, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:36:24,728 - fb_one_to_x - [INFO] - [E:13| 600]: Train Loss:0.0033619, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:39:01,024 - fb_one_to_x - [INFO] - [E:13| 700]: Train Loss:0.0033617, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:41:37,208 - fb_one_to_x - [INFO] - [E:13| 800]: Train Loss:0.0033605, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:44:13,518 - fb_one_to_x - [INFO] - [E:13| 900]: Train Loss:0.0033587, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:46:49,791 - fb_one_to_x - [INFO] - [E:13| 1000]: Train Loss:0.0033621, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:49:26,005 - fb_one_to_x - [INFO] - [E:13| 1100]: Train Loss:0.0033632, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:51:01,831 - fb_one_to_x - [INFO] - [E:13| 1200]: Train Loss:0.0033665, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:52:18,747 - fb_one_to_x - [INFO] - [E:13| 1300]: Train Loss:0.0033682, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:53:56,283 - fb_one_to_x - [INFO] - [E:13| 1400]: Train Loss:0.0033689, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:55:48,300 - fb_one_to_x - [INFO] - [E:13| 1500]: Train Loss:0.0033691, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:57:44,036 - fb_one_to_x - [INFO] - [E:13| 1600]: Train Loss:0.0033693, Val MRR:0.30933, fb_one_to_x
2023-05-03 04:59:42,175 - fb_one_to_x - [INFO] - [E:13| 1700]: Train Loss:0.0033695, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:01:40,357 - fb_one_to_x - [INFO] - [E:13| 1800]: Train Loss:0.0033677, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:03:38,789 - fb_one_to_x - [INFO] - [E:13| 1900]: Train Loss:0.003369, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:05:35,909 - fb_one_to_x - [INFO] - [E:13| 2000]: Train Loss:0.0033701, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:07:34,812 - fb_one_to_x - [INFO] - [E:13| 2100]: Train Loss:0.0033712, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:09:32,615 - fb_one_to_x - [INFO] - [E:13| 2200]: Train Loss:0.0033722, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:11:30,250 - fb_one_to_x - [INFO] - [E:13| 2300]: Train Loss:0.0033725, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:12:52,236 - fb_one_to_x - [INFO] - [E:13| 2400]: Train Loss:0.0033723, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:14:07,999 - fb_one_to_x - [INFO] - [E:13| 2500]: Train Loss:0.0033712, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:15:23,329 - fb_one_to_x - [INFO] - [E:13| 2600]: Train Loss:0.0033706, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:16:39,220 - fb_one_to_x - [INFO] - [E:13| 2700]: Train Loss:0.0033704, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:17:54,736 - fb_one_to_x - [INFO] - [E:13| 2800]: Train Loss:0.0033703, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:19:10,447 - fb_one_to_x - [INFO] - [E:13| 2900]: Train Loss:0.0033707, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:20:26,380 - fb_one_to_x - [INFO] - [E:13| 3000]: Train Loss:0.0033707, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:21:41,798 - fb_one_to_x - [INFO] - [E:13| 3100]: Train Loss:0.0033716, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:22:57,562 - fb_one_to_x - [INFO] - [E:13| 3200]: Train Loss:0.0033724, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:24:13,095 - fb_one_to_x - [INFO] - [E:13| 3300]: Train Loss:0.0033725, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:25:29,121 - fb_one_to_x - [INFO] - [E:13| 3400]: Train Loss:0.0033727, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:26:44,261 - fb_one_to_x - [INFO] - [E:13| 3500]: Train Loss:0.0033725, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:27:59,345 - fb_one_to_x - [INFO] - [E:13| 3600]: Train Loss:0.0033728, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:29:14,481 - fb_one_to_x - [INFO] - [E:13| 3700]: Train Loss:0.0033728, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:30:30,561 - fb_one_to_x - [INFO] - [E:13| 3800]: Train Loss:0.0033734, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:31:45,638 - fb_one_to_x - [INFO] - [E:13| 3900]: Train Loss:0.0033734, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:33:01,119 - fb_one_to_x - [INFO] - [E:13| 4000]: Train Loss:0.0033734, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:34:16,942 - fb_one_to_x - [INFO] - [E:13| 4100]: Train Loss:0.0033728, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:35:32,724 - fb_one_to_x - [INFO] - [E:13| 4200]: Train Loss:0.0033739, Val MRR:0.30933, fb_one_to_x
2023-05-03 05:36:11,064 - fb_one_to_x - [INFO] - [Epoch:13]: Training Loss:0.003374
2023-05-03 05:36:11,287 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 05:36:33,158 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 05:36:41,293 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 05:37:05,964 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 05:37:14,812 - fb_one_to_x - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.41796, Head : 0.20936, Avg : 0.31366
2023-05-03 05:37:15,975 - fb_one_to_x - [INFO] - [Epoch 13]: Training Loss: 0.003374, Valid MRR: 0.31366,
2023-05-03 05:37:16,781 - fb_one_to_x - [INFO] - [E:14| 0]: Train Loss:0.0034326, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:38:32,000 - fb_one_to_x - [INFO] - [E:14| 100]: Train Loss:0.0033209, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:39:47,472 - fb_one_to_x - [INFO] - [E:14| 200]: Train Loss:0.0033041, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:41:02,757 - fb_one_to_x - [INFO] - [E:14| 300]: Train Loss:0.0033071, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:42:17,828 - fb_one_to_x - [INFO] - [E:14| 400]: Train Loss:0.0033069, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:43:33,616 - fb_one_to_x - [INFO] - [E:14| 500]: Train Loss:0.0033021, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:44:49,083 - fb_one_to_x - [INFO] - [E:14| 600]: Train Loss:0.0033067, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:46:04,358 - fb_one_to_x - [INFO] - [E:14| 700]: Train Loss:0.0033075, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:47:19,535 - fb_one_to_x - [INFO] - [E:14| 800]: Train Loss:0.0033099, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:48:34,857 - fb_one_to_x - [INFO] - [E:14| 900]: Train Loss:0.0033119, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:49:50,598 - fb_one_to_x - [INFO] - [E:14| 1000]: Train Loss:0.0033133, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:51:06,322 - fb_one_to_x - [INFO] - [E:14| 1100]: Train Loss:0.0033152, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:52:22,187 - fb_one_to_x - [INFO] - [E:14| 1200]: Train Loss:0.0033155, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:53:37,498 - fb_one_to_x - [INFO] - [E:14| 1300]: Train Loss:0.0033163, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:54:53,170 - fb_one_to_x - [INFO] - [E:14| 1400]: Train Loss:0.0033158, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:56:08,385 - fb_one_to_x - [INFO] - [E:14| 1500]: Train Loss:0.0033161, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:57:24,149 - fb_one_to_x - [INFO] - [E:14| 1600]: Train Loss:0.0033133, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:58:40,450 - fb_one_to_x - [INFO] - [E:14| 1700]: Train Loss:0.0033122, Val MRR:0.31366, fb_one_to_x
2023-05-03 05:59:55,433 - fb_one_to_x - [INFO] - [E:14| 1800]: Train Loss:0.0033121, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:01:10,680 - fb_one_to_x - [INFO] - [E:14| 1900]: Train Loss:0.0033124, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:02:27,631 - fb_one_to_x - [INFO] - [E:14| 2000]: Train Loss:0.0033127, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:03:42,754 - fb_one_to_x - [INFO] - [E:14| 2100]: Train Loss:0.0033138, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:05:00,412 - fb_one_to_x - [INFO] - [E:14| 2200]: Train Loss:0.0033155, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:06:50,397 - fb_one_to_x - [INFO] - [E:14| 2300]: Train Loss:0.0033153, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:08:44,111 - fb_one_to_x - [INFO] - [E:14| 2400]: Train Loss:0.0033153, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:10:41,229 - fb_one_to_x - [INFO] - [E:14| 2500]: Train Loss:0.0033149, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:12:37,648 - fb_one_to_x - [INFO] - [E:14| 2600]: Train Loss:0.0033148, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:14:28,291 - fb_one_to_x - [INFO] - [E:14| 2700]: Train Loss:0.0033151, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:15:44,059 - fb_one_to_x - [INFO] - [E:14| 2800]: Train Loss:0.0033155, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:17:02,047 - fb_one_to_x - [INFO] - [E:14| 2900]: Train Loss:0.0033155, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:18:44,570 - fb_one_to_x - [INFO] - [E:14| 3000]: Train Loss:0.0033164, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:20:39,296 - fb_one_to_x - [INFO] - [E:14| 3100]: Train Loss:0.0033176, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:22:36,578 - fb_one_to_x - [INFO] - [E:14| 3200]: Train Loss:0.003318, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:24:34,033 - fb_one_to_x - [INFO] - [E:14| 3300]: Train Loss:0.0033179, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:26:31,590 - fb_one_to_x - [INFO] - [E:14| 3400]: Train Loss:0.0033188, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:28:29,015 - fb_one_to_x - [INFO] - [E:14| 3500]: Train Loss:0.0033199, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:30:27,115 - fb_one_to_x - [INFO] - [E:14| 3600]: Train Loss:0.0033201, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:32:25,477 - fb_one_to_x - [INFO] - [E:14| 3700]: Train Loss:0.00332, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:34:23,080 - fb_one_to_x - [INFO] - [E:14| 3800]: Train Loss:0.0033203, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:36:21,765 - fb_one_to_x - [INFO] - [E:14| 3900]: Train Loss:0.0033207, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:38:19,778 - fb_one_to_x - [INFO] - [E:14| 4000]: Train Loss:0.0033213, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:40:11,401 - fb_one_to_x - [INFO] - [E:14| 4100]: Train Loss:0.0033216, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:42:01,172 - fb_one_to_x - [INFO] - [E:14| 4200]: Train Loss:0.0033211, Val MRR:0.31366, fb_one_to_x
2023-05-03 06:43:01,355 - fb_one_to_x - [INFO] - [Epoch:14]: Training Loss:0.003321
2023-05-03 06:43:01,719 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 06:43:37,394 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 06:43:50,233 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 06:44:33,292 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 06:44:48,534 - fb_one_to_x - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.41907, Head : 0.21415, Avg : 0.31661
2023-05-03 06:44:50,163 - fb_one_to_x - [INFO] - [Epoch 14]: Training Loss: 0.003321, Valid MRR: 0.31661,
2023-05-03 06:44:51,581 - fb_one_to_x - [INFO] - [E:15| 0]: Train Loss:0.0033177, Val MRR:0.31661, fb_one_to_x
2023-05-03 06:46:49,575 - fb_one_to_x - [INFO] - [E:15| 100]: Train Loss:0.0032557, Val MRR:0.31661, fb_one_to_x
2023-05-03 06:48:48,064 - fb_one_to_x - [INFO] - [E:15| 200]: Train Loss:0.0032567, Val MRR:0.31661, fb_one_to_x
2023-05-03 06:50:49,626 - fb_one_to_x - [INFO] - [E:15| 300]: Train Loss:0.0032516, Val MRR:0.31661, fb_one_to_x
2023-05-03 06:52:47,504 - fb_one_to_x - [INFO] - [E:15| 400]: Train Loss:0.0032514, Val MRR:0.31661, fb_one_to_x
2023-05-03 06:54:45,705 - fb_one_to_x - [INFO] - [E:15| 500]: Train Loss:0.0032481, Val MRR:0.31661, fb_one_to_x
2023-05-03 06:56:44,244 - fb_one_to_x - [INFO] - [E:15| 600]: Train Loss:0.003252, Val MRR:0.31661, fb_one_to_x
2023-05-03 06:58:42,486 - fb_one_to_x - [INFO] - [E:15| 700]: Train Loss:0.0032548, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:00:40,814 - fb_one_to_x - [INFO] - [E:15| 800]: Train Loss:0.0032577, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:02:24,562 - fb_one_to_x - [INFO] - [E:15| 900]: Train Loss:0.0032595, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:04:22,758 - fb_one_to_x - [INFO] - [E:15| 1000]: Train Loss:0.0032599, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:05:41,931 - fb_one_to_x - [INFO] - [E:15| 1100]: Train Loss:0.0032616, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:06:57,352 - fb_one_to_x - [INFO] - [E:15| 1200]: Train Loss:0.0032638, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:08:12,859 - fb_one_to_x - [INFO] - [E:15| 1300]: Train Loss:0.0032653, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:09:28,202 - fb_one_to_x - [INFO] - [E:15| 1400]: Train Loss:0.0032653, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:10:43,599 - fb_one_to_x - [INFO] - [E:15| 1500]: Train Loss:0.0032645, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:11:58,879 - fb_one_to_x - [INFO] - [E:15| 1600]: Train Loss:0.0032651, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:13:14,289 - fb_one_to_x - [INFO] - [E:15| 1700]: Train Loss:0.0032649, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:14:29,575 - fb_one_to_x - [INFO] - [E:15| 1800]: Train Loss:0.0032659, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:15:44,873 - fb_one_to_x - [INFO] - [E:15| 1900]: Train Loss:0.003267, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:17:00,149 - fb_one_to_x - [INFO] - [E:15| 2000]: Train Loss:0.0032666, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:18:15,337 - fb_one_to_x - [INFO] - [E:15| 2100]: Train Loss:0.0032674, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:19:30,548 - fb_one_to_x - [INFO] - [E:15| 2200]: Train Loss:0.0032677, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:20:45,609 - fb_one_to_x - [INFO] - [E:15| 2300]: Train Loss:0.0032682, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:22:00,716 - fb_one_to_x - [INFO] - [E:15| 2400]: Train Loss:0.0032688, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:23:15,913 - fb_one_to_x - [INFO] - [E:15| 2500]: Train Loss:0.0032691, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:24:31,209 - fb_one_to_x - [INFO] - [E:15| 2600]: Train Loss:0.0032693, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:25:46,390 - fb_one_to_x - [INFO] - [E:15| 2700]: Train Loss:0.0032693, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:27:01,593 - fb_one_to_x - [INFO] - [E:15| 2800]: Train Loss:0.0032698, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:28:17,048 - fb_one_to_x - [INFO] - [E:15| 2900]: Train Loss:0.00327, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:29:32,381 - fb_one_to_x - [INFO] - [E:15| 3000]: Train Loss:0.0032705, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:30:47,612 - fb_one_to_x - [INFO] - [E:15| 3100]: Train Loss:0.003271, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:32:02,998 - fb_one_to_x - [INFO] - [E:15| 3200]: Train Loss:0.0032716, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:33:18,136 - fb_one_to_x - [INFO] - [E:15| 3300]: Train Loss:0.003272, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:34:33,524 - fb_one_to_x - [INFO] - [E:15| 3400]: Train Loss:0.0032723, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:35:48,945 - fb_one_to_x - [INFO] - [E:15| 3500]: Train Loss:0.0032718, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:37:04,161 - fb_one_to_x - [INFO] - [E:15| 3600]: Train Loss:0.003272, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:38:19,492 - fb_one_to_x - [INFO] - [E:15| 3700]: Train Loss:0.003272, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:39:34,729 - fb_one_to_x - [INFO] - [E:15| 3800]: Train Loss:0.0032728, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:40:49,935 - fb_one_to_x - [INFO] - [E:15| 3900]: Train Loss:0.0032729, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:42:05,297 - fb_one_to_x - [INFO] - [E:15| 4000]: Train Loss:0.0032733, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:43:20,557 - fb_one_to_x - [INFO] - [E:15| 4100]: Train Loss:0.0032733, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:44:35,854 - fb_one_to_x - [INFO] - [E:15| 4200]: Train Loss:0.0032732, Val MRR:0.31661, fb_one_to_x
2023-05-03 07:45:14,183 - fb_one_to_x - [INFO] - [Epoch:15]: Training Loss:0.003273
2023-05-03 07:45:14,405 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 07:45:36,280 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 07:45:44,410 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 07:46:09,020 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 07:46:17,887 - fb_one_to_x - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.42193, Head : 0.21514, Avg : 0.31854
2023-05-03 07:46:19,175 - fb_one_to_x - [INFO] - [Epoch 15]: Training Loss: 0.0032734, Valid MRR: 0.31854,
2023-05-03 07:46:19,988 - fb_one_to_x - [INFO] - [E:16| 0]: Train Loss:0.0030044, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:47:35,241 - fb_one_to_x - [INFO] - [E:16| 100]: Train Loss:0.0032043, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:48:50,418 - fb_one_to_x - [INFO] - [E:16| 200]: Train Loss:0.0032094, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:50:05,683 - fb_one_to_x - [INFO] - [E:16| 300]: Train Loss:0.0032118, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:51:21,073 - fb_one_to_x - [INFO] - [E:16| 400]: Train Loss:0.0032132, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:52:36,577 - fb_one_to_x - [INFO] - [E:16| 500]: Train Loss:0.0032177, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:53:51,767 - fb_one_to_x - [INFO] - [E:16| 600]: Train Loss:0.0032215, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:55:07,104 - fb_one_to_x - [INFO] - [E:16| 700]: Train Loss:0.0032177, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:56:22,294 - fb_one_to_x - [INFO] - [E:16| 800]: Train Loss:0.0032208, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:57:37,603 - fb_one_to_x - [INFO] - [E:16| 900]: Train Loss:0.0032212, Val MRR:0.31854, fb_one_to_x
2023-05-03 07:58:52,924 - fb_one_to_x - [INFO] - [E:16| 1000]: Train Loss:0.0032193, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:00:08,216 - fb_one_to_x - [INFO] - [E:16| 1100]: Train Loss:0.0032174, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:01:23,388 - fb_one_to_x - [INFO] - [E:16| 1200]: Train Loss:0.0032165, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:02:38,562 - fb_one_to_x - [INFO] - [E:16| 1300]: Train Loss:0.0032171, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:03:53,843 - fb_one_to_x - [INFO] - [E:16| 1400]: Train Loss:0.0032177, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:05:09,172 - fb_one_to_x - [INFO] - [E:16| 1500]: Train Loss:0.003216, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:06:24,598 - fb_one_to_x - [INFO] - [E:16| 1600]: Train Loss:0.0032147, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:07:39,950 - fb_one_to_x - [INFO] - [E:16| 1700]: Train Loss:0.0032143, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:08:55,199 - fb_one_to_x - [INFO] - [E:16| 1800]: Train Loss:0.0032156, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:10:10,393 - fb_one_to_x - [INFO] - [E:16| 1900]: Train Loss:0.0032161, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:11:25,797 - fb_one_to_x - [INFO] - [E:16| 2000]: Train Loss:0.0032176, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:12:41,095 - fb_one_to_x - [INFO] - [E:16| 2100]: Train Loss:0.003219, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:13:56,262 - fb_one_to_x - [INFO] - [E:16| 2200]: Train Loss:0.0032188, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:15:11,481 - fb_one_to_x - [INFO] - [E:16| 2300]: Train Loss:0.0032184, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:16:26,929 - fb_one_to_x - [INFO] - [E:16| 2400]: Train Loss:0.0032192, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:17:42,397 - fb_one_to_x - [INFO] - [E:16| 2500]: Train Loss:0.0032192, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:18:57,830 - fb_one_to_x - [INFO] - [E:16| 2600]: Train Loss:0.0032204, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:20:13,176 - fb_one_to_x - [INFO] - [E:16| 2700]: Train Loss:0.0032219, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:21:28,492 - fb_one_to_x - [INFO] - [E:16| 2800]: Train Loss:0.003223, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:22:43,773 - fb_one_to_x - [INFO] - [E:16| 2900]: Train Loss:0.003224, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:23:58,994 - fb_one_to_x - [INFO] - [E:16| 3000]: Train Loss:0.0032247, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:25:14,354 - fb_one_to_x - [INFO] - [E:16| 3100]: Train Loss:0.0032257, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:26:29,637 - fb_one_to_x - [INFO] - [E:16| 3200]: Train Loss:0.0032269, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:27:44,807 - fb_one_to_x - [INFO] - [E:16| 3300]: Train Loss:0.0032269, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:28:59,819 - fb_one_to_x - [INFO] - [E:16| 3400]: Train Loss:0.0032273, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:30:15,050 - fb_one_to_x - [INFO] - [E:16| 3500]: Train Loss:0.0032274, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:31:30,327 - fb_one_to_x - [INFO] - [E:16| 3600]: Train Loss:0.0032272, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:32:45,827 - fb_one_to_x - [INFO] - [E:16| 3700]: Train Loss:0.003228, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:34:02,948 - fb_one_to_x - [INFO] - [E:16| 3800]: Train Loss:0.0032281, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:35:20,347 - fb_one_to_x - [INFO] - [E:16| 3900]: Train Loss:0.0032281, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:37:12,088 - fb_one_to_x - [INFO] - [E:16| 4000]: Train Loss:0.0032291, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:39:02,620 - fb_one_to_x - [INFO] - [E:16| 4100]: Train Loss:0.0032293, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:40:57,451 - fb_one_to_x - [INFO] - [E:16| 4200]: Train Loss:0.0032288, Val MRR:0.31854, fb_one_to_x
2023-05-03 08:41:56,031 - fb_one_to_x - [INFO] - [Epoch:16]: Training Loss:0.003229
2023-05-03 08:41:56,297 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 08:42:32,019 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 08:42:45,791 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 08:43:27,032 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 08:43:41,594 - fb_one_to_x - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.42316, Head : 0.21666, Avg : 0.31991
2023-05-03 08:43:42,786 - fb_one_to_x - [INFO] - [Epoch 16]: Training Loss: 0.003229, Valid MRR: 0.31991,
2023-05-03 08:43:44,116 - fb_one_to_x - [INFO] - [E:17| 0]: Train Loss:0.0034105, Val MRR:0.31991, fb_one_to_x
2023-05-03 08:45:40,146 - fb_one_to_x - [INFO] - [E:17| 100]: Train Loss:0.0031721, Val MRR:0.31991, fb_one_to_x
2023-05-03 08:47:36,321 - fb_one_to_x - [INFO] - [E:17| 200]: Train Loss:0.0031611, Val MRR:0.31991, fb_one_to_x
2023-05-03 08:49:31,991 - fb_one_to_x - [INFO] - [E:17| 300]: Train Loss:0.0031659, Val MRR:0.31991, fb_one_to_x
2023-05-03 08:51:27,499 - fb_one_to_x - [INFO] - [E:17| 400]: Train Loss:0.0031697, Val MRR:0.31991, fb_one_to_x
2023-05-03 08:53:21,921 - fb_one_to_x - [INFO] - [E:17| 500]: Train Loss:0.0031684, Val MRR:0.31991, fb_one_to_x
2023-05-03 08:55:15,992 - fb_one_to_x - [INFO] - [E:17| 600]: Train Loss:0.0031707, Val MRR:0.31991, fb_one_to_x
2023-05-03 08:57:10,406 - fb_one_to_x - [INFO] - [E:17| 700]: Train Loss:0.0031713, Val MRR:0.31991, fb_one_to_x
2023-05-03 08:58:56,897 - fb_one_to_x - [INFO] - [E:17| 800]: Train Loss:0.0031707, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:00:49,467 - fb_one_to_x - [INFO] - [E:17| 900]: Train Loss:0.0031699, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:02:45,639 - fb_one_to_x - [INFO] - [E:17| 1000]: Train Loss:0.0031718, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:04:40,452 - fb_one_to_x - [INFO] - [E:17| 1100]: Train Loss:0.0031733, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:06:34,282 - fb_one_to_x - [INFO] - [E:17| 1200]: Train Loss:0.0031758, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:08:33,735 - fb_one_to_x - [INFO] - [E:17| 1300]: Train Loss:0.0031753, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:10:28,233 - fb_one_to_x - [INFO] - [E:17| 1400]: Train Loss:0.0031749, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:12:23,437 - fb_one_to_x - [INFO] - [E:17| 1500]: Train Loss:0.0031727, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:14:18,751 - fb_one_to_x - [INFO] - [E:17| 1600]: Train Loss:0.0031731, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:16:13,907 - fb_one_to_x - [INFO] - [E:17| 1700]: Train Loss:0.003175, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:18:07,837 - fb_one_to_x - [INFO] - [E:17| 1800]: Train Loss:0.0031765, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:20:01,866 - fb_one_to_x - [INFO] - [E:17| 1900]: Train Loss:0.0031772, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:21:46,508 - fb_one_to_x - [INFO] - [E:17| 2000]: Train Loss:0.003178, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:23:42,289 - fb_one_to_x - [INFO] - [E:17| 2100]: Train Loss:0.0031787, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:25:37,661 - fb_one_to_x - [INFO] - [E:17| 2200]: Train Loss:0.0031791, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:27:32,691 - fb_one_to_x - [INFO] - [E:17| 2300]: Train Loss:0.003179, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:29:26,271 - fb_one_to_x - [INFO] - [E:17| 2400]: Train Loss:0.0031795, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:31:20,772 - fb_one_to_x - [INFO] - [E:17| 2500]: Train Loss:0.0031792, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:33:15,698 - fb_one_to_x - [INFO] - [E:17| 2600]: Train Loss:0.0031791, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:35:10,640 - fb_one_to_x - [INFO] - [E:17| 2700]: Train Loss:0.00318, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:37:04,573 - fb_one_to_x - [INFO] - [E:17| 2800]: Train Loss:0.0031799, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:38:58,681 - fb_one_to_x - [INFO] - [E:17| 2900]: Train Loss:0.00318, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:40:57,309 - fb_one_to_x - [INFO] - [E:17| 3000]: Train Loss:0.0031798, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:42:51,695 - fb_one_to_x - [INFO] - [E:17| 3100]: Train Loss:0.0031807, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:44:36,204 - fb_one_to_x - [INFO] - [E:17| 3200]: Train Loss:0.0031821, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:46:30,761 - fb_one_to_x - [INFO] - [E:17| 3300]: Train Loss:0.003182, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:48:25,286 - fb_one_to_x - [INFO] - [E:17| 3400]: Train Loss:0.0031828, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:50:20,975 - fb_one_to_x - [INFO] - [E:17| 3500]: Train Loss:0.0031831, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:52:14,386 - fb_one_to_x - [INFO] - [E:17| 3600]: Train Loss:0.0031841, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:54:08,887 - fb_one_to_x - [INFO] - [E:17| 3700]: Train Loss:0.0031849, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:56:04,188 - fb_one_to_x - [INFO] - [E:17| 3800]: Train Loss:0.0031859, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:57:58,785 - fb_one_to_x - [INFO] - [E:17| 3900]: Train Loss:0.0031862, Val MRR:0.31991, fb_one_to_x
2023-05-03 09:59:53,154 - fb_one_to_x - [INFO] - [E:17| 4000]: Train Loss:0.0031862, Val MRR:0.31991, fb_one_to_x
2023-05-03 10:01:48,809 - fb_one_to_x - [INFO] - [E:17| 4100]: Train Loss:0.0031864, Val MRR:0.31991, fb_one_to_x
2023-05-03 10:03:43,010 - fb_one_to_x - [INFO] - [E:17| 4200]: Train Loss:0.0031865, Val MRR:0.31991, fb_one_to_x
2023-05-03 10:04:40,173 - fb_one_to_x - [INFO] - [Epoch:17]: Training Loss:0.003187
2023-05-03 10:04:40,437 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 10:05:16,699 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 10:05:29,676 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 10:06:12,018 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 10:06:27,021 - fb_one_to_x - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.42933, Head : 0.21863, Avg : 0.32398
2023-05-03 10:06:28,183 - fb_one_to_x - [INFO] - [Epoch 17]: Training Loss: 0.0031868, Valid MRR: 0.32398,
2023-05-03 10:06:29,172 - fb_one_to_x - [INFO] - [E:18| 0]: Train Loss:0.0031876, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:08:12,828 - fb_one_to_x - [INFO] - [E:18| 100]: Train Loss:0.0031361, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:10:05,577 - fb_one_to_x - [INFO] - [E:18| 200]: Train Loss:0.0031265, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:12:03,685 - fb_one_to_x - [INFO] - [E:18| 300]: Train Loss:0.0031269, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:13:57,837 - fb_one_to_x - [INFO] - [E:18| 400]: Train Loss:0.0031308, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:15:53,183 - fb_one_to_x - [INFO] - [E:18| 500]: Train Loss:0.0031318, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:17:46,525 - fb_one_to_x - [INFO] - [E:18| 600]: Train Loss:0.003133, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:19:40,293 - fb_one_to_x - [INFO] - [E:18| 700]: Train Loss:0.0031319, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:21:35,861 - fb_one_to_x - [INFO] - [E:18| 800]: Train Loss:0.0031308, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:23:30,273 - fb_one_to_x - [INFO] - [E:18| 900]: Train Loss:0.0031299, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:25:24,717 - fb_one_to_x - [INFO] - [E:18| 1000]: Train Loss:0.0031283, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:27:19,025 - fb_one_to_x - [INFO] - [E:18| 1100]: Train Loss:0.0031294, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:29:13,368 - fb_one_to_x - [INFO] - [E:18| 1200]: Train Loss:0.0031302, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:30:56,558 - fb_one_to_x - [INFO] - [E:18| 1300]: Train Loss:0.0031304, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:32:50,803 - fb_one_to_x - [INFO] - [E:18| 1400]: Train Loss:0.003132, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:34:45,596 - fb_one_to_x - [INFO] - [E:18| 1500]: Train Loss:0.0031334, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:36:40,203 - fb_one_to_x - [INFO] - [E:18| 1600]: Train Loss:0.0031338, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:38:34,624 - fb_one_to_x - [INFO] - [E:18| 1700]: Train Loss:0.0031337, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:40:28,968 - fb_one_to_x - [INFO] - [E:18| 1800]: Train Loss:0.0031348, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:42:23,529 - fb_one_to_x - [INFO] - [E:18| 1900]: Train Loss:0.0031365, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:44:20,379 - fb_one_to_x - [INFO] - [E:18| 2000]: Train Loss:0.0031376, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:46:15,526 - fb_one_to_x - [INFO] - [E:18| 2100]: Train Loss:0.0031376, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:48:10,821 - fb_one_to_x - [INFO] - [E:18| 2200]: Train Loss:0.0031374, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:50:06,311 - fb_one_to_x - [INFO] - [E:18| 2300]: Train Loss:0.0031387, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:51:59,073 - fb_one_to_x - [INFO] - [E:18| 2400]: Train Loss:0.0031388, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:53:44,101 - fb_one_to_x - [INFO] - [E:18| 2500]: Train Loss:0.0031397, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:55:40,095 - fb_one_to_x - [INFO] - [E:18| 2600]: Train Loss:0.0031405, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:57:34,514 - fb_one_to_x - [INFO] - [E:18| 2700]: Train Loss:0.0031413, Val MRR:0.32398, fb_one_to_x
2023-05-03 10:59:28,842 - fb_one_to_x - [INFO] - [E:18| 2800]: Train Loss:0.0031413, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:01:22,473 - fb_one_to_x - [INFO] - [E:18| 2900]: Train Loss:0.0031418, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:03:17,135 - fb_one_to_x - [INFO] - [E:18| 3000]: Train Loss:0.003142, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:05:11,223 - fb_one_to_x - [INFO] - [E:18| 3100]: Train Loss:0.0031424, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:07:05,632 - fb_one_to_x - [INFO] - [E:18| 3200]: Train Loss:0.0031428, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:09:00,421 - fb_one_to_x - [INFO] - [E:18| 3300]: Train Loss:0.0031433, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:10:54,868 - fb_one_to_x - [INFO] - [E:18| 3400]: Train Loss:0.0031438, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:12:50,281 - fb_one_to_x - [INFO] - [E:18| 3500]: Train Loss:0.0031447, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:14:41,665 - fb_one_to_x - [INFO] - [E:18| 3600]: Train Loss:0.0031445, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:16:31,637 - fb_one_to_x - [INFO] - [E:18| 3700]: Train Loss:0.0031448, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:18:26,712 - fb_one_to_x - [INFO] - [E:18| 3800]: Train Loss:0.0031454, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:20:22,019 - fb_one_to_x - [INFO] - [E:18| 3900]: Train Loss:0.0031457, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:22:15,687 - fb_one_to_x - [INFO] - [E:18| 4000]: Train Loss:0.0031462, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:24:10,292 - fb_one_to_x - [INFO] - [E:18| 4100]: Train Loss:0.0031464, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:26:04,442 - fb_one_to_x - [INFO] - [E:18| 4200]: Train Loss:0.003147, Val MRR:0.32398, fb_one_to_x
2023-05-03 11:27:03,346 - fb_one_to_x - [INFO] - [Epoch:18]: Training Loss:0.003147
2023-05-03 11:27:03,647 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 11:27:39,729 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 11:27:53,137 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 11:28:34,969 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 11:28:49,914 - fb_one_to_x - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.42711, Head : 0.22286, Avg : 0.32498
2023-05-03 11:28:51,070 - fb_one_to_x - [INFO] - [Epoch 18]: Training Loss: 0.0031471, Valid MRR: 0.32498,
2023-05-03 11:28:52,218 - fb_one_to_x - [INFO] - [E:19| 0]: Train Loss:0.0031122, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:30:46,857 - fb_one_to_x - [INFO] - [E:19| 100]: Train Loss:0.003081, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:32:41,133 - fb_one_to_x - [INFO] - [E:19| 200]: Train Loss:0.0030813, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:34:34,942 - fb_one_to_x - [INFO] - [E:19| 300]: Train Loss:0.0030855, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:36:29,120 - fb_one_to_x - [INFO] - [E:19| 400]: Train Loss:0.0030874, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:38:12,315 - fb_one_to_x - [INFO] - [E:19| 500]: Train Loss:0.0030901, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:40:06,857 - fb_one_to_x - [INFO] - [E:19| 600]: Train Loss:0.0030959, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:42:00,324 - fb_one_to_x - [INFO] - [E:19| 700]: Train Loss:0.0030989, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:43:53,993 - fb_one_to_x - [INFO] - [E:19| 800]: Train Loss:0.0031011, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:45:52,035 - fb_one_to_x - [INFO] - [E:19| 900]: Train Loss:0.0031028, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:47:46,084 - fb_one_to_x - [INFO] - [E:19| 1000]: Train Loss:0.0031048, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:49:40,846 - fb_one_to_x - [INFO] - [E:19| 1100]: Train Loss:0.0031074, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:51:34,462 - fb_one_to_x - [INFO] - [E:19| 1200]: Train Loss:0.0031067, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:53:28,636 - fb_one_to_x - [INFO] - [E:19| 1300]: Train Loss:0.0031065, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:55:22,386 - fb_one_to_x - [INFO] - [E:19| 1400]: Train Loss:0.0031048, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:57:17,383 - fb_one_to_x - [INFO] - [E:19| 1500]: Train Loss:0.0031042, Val MRR:0.32498, fb_one_to_x
2023-05-03 11:59:12,600 - fb_one_to_x - [INFO] - [E:19| 1600]: Train Loss:0.0031044, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:00:56,813 - fb_one_to_x - [INFO] - [E:19| 1700]: Train Loss:0.0031046, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:02:50,497 - fb_one_to_x - [INFO] - [E:19| 1800]: Train Loss:0.0031041, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:04:45,652 - fb_one_to_x - [INFO] - [E:19| 1900]: Train Loss:0.0031051, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:06:40,716 - fb_one_to_x - [INFO] - [E:19| 2000]: Train Loss:0.003105, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:08:35,353 - fb_one_to_x - [INFO] - [E:19| 2100]: Train Loss:0.0031059, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:10:29,584 - fb_one_to_x - [INFO] - [E:19| 2200]: Train Loss:0.0031061, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:12:24,423 - fb_one_to_x - [INFO] - [E:19| 2300]: Train Loss:0.0031059, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:14:19,111 - fb_one_to_x - [INFO] - [E:19| 2400]: Train Loss:0.0031073, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:16:12,863 - fb_one_to_x - [INFO] - [E:19| 2500]: Train Loss:0.0031074, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:18:11,260 - fb_one_to_x - [INFO] - [E:19| 2600]: Train Loss:0.003108, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:20:05,087 - fb_one_to_x - [INFO] - [E:19| 2700]: Train Loss:0.0031085, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:21:58,132 - fb_one_to_x - [INFO] - [E:19| 2800]: Train Loss:0.0031087, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:23:41,266 - fb_one_to_x - [INFO] - [E:19| 2900]: Train Loss:0.0031088, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:25:35,497 - fb_one_to_x - [INFO] - [E:19| 3000]: Train Loss:0.0031085, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:27:30,792 - fb_one_to_x - [INFO] - [E:19| 3100]: Train Loss:0.0031089, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:29:25,544 - fb_one_to_x - [INFO] - [E:19| 3200]: Train Loss:0.0031093, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:31:19,921 - fb_one_to_x - [INFO] - [E:19| 3300]: Train Loss:0.0031089, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:33:13,723 - fb_one_to_x - [INFO] - [E:19| 3400]: Train Loss:0.003109, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:35:08,177 - fb_one_to_x - [INFO] - [E:19| 3500]: Train Loss:0.0031091, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:37:04,119 - fb_one_to_x - [INFO] - [E:19| 3600]: Train Loss:0.0031089, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:38:59,287 - fb_one_to_x - [INFO] - [E:19| 3700]: Train Loss:0.0031089, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:40:53,572 - fb_one_to_x - [INFO] - [E:19| 3800]: Train Loss:0.0031091, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:42:47,459 - fb_one_to_x - [INFO] - [E:19| 3900]: Train Loss:0.0031092, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:44:41,250 - fb_one_to_x - [INFO] - [E:19| 4000]: Train Loss:0.0031096, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:46:24,509 - fb_one_to_x - [INFO] - [E:19| 4100]: Train Loss:0.0031094, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:48:20,225 - fb_one_to_x - [INFO] - [E:19| 4200]: Train Loss:0.0031099, Val MRR:0.32498, fb_one_to_x
2023-05-03 12:49:20,931 - fb_one_to_x - [INFO] - [Epoch:19]: Training Loss:0.003111
2023-05-03 12:49:21,290 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 12:49:58,126 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 12:50:11,712 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 12:50:53,783 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 12:51:08,789 - fb_one_to_x - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.43146, Head : 0.22229, Avg : 0.32687
MR: Tail : 132.97, Head : 265.66, Avg : 199.32
Hit-1: Tail : 0.34035, Head : 0.14115, Avg : 0.24075
Hit-3: Tail : 0.47123, Head : 0.24083, Avg : 0.35603
Hit-10: Tail : 0.61414, Head : 0.38512, Avg : 0.49963
2023-05-03 12:51:09,970 - fb_one_to_x - [INFO] - [Epoch 19]: Training Loss: 0.0031108, Valid MRR: 0.32687,
2023-05-03 12:51:10,955 - fb_one_to_x - [INFO] - [E:20| 0]: Train Loss:0.0029401, Val MRR:0.32687, fb_one_to_x
2023-05-03 12:53:05,242 - fb_one_to_x - [INFO] - [E:20| 100]: Train Loss:0.0030505, Val MRR:0.32687, fb_one_to_x
2023-05-03 12:54:59,804 - fb_one_to_x - [INFO] - [E:20| 200]: Train Loss:0.0030476, Val MRR:0.32687, fb_one_to_x
2023-05-03 12:56:53,325 - fb_one_to_x - [INFO] - [E:20| 300]: Train Loss:0.0030506, Val MRR:0.32687, fb_one_to_x
2023-05-03 12:58:48,015 - fb_one_to_x - [INFO] - [E:20| 400]: Train Loss:0.0030542, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:00:42,419 - fb_one_to_x - [INFO] - [E:20| 500]: Train Loss:0.003055, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:02:36,362 - fb_one_to_x - [INFO] - [E:20| 600]: Train Loss:0.003058, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:04:30,440 - fb_one_to_x - [INFO] - [E:20| 700]: Train Loss:0.0030597, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:06:24,725 - fb_one_to_x - [INFO] - [E:20| 800]: Train Loss:0.0030584, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:08:08,658 - fb_one_to_x - [INFO] - [E:20| 900]: Train Loss:0.0030624, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:10:02,563 - fb_one_to_x - [INFO] - [E:20| 1000]: Train Loss:0.0030596, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:11:57,121 - fb_one_to_x - [INFO] - [E:20| 1100]: Train Loss:0.00306, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:13:51,491 - fb_one_to_x - [INFO] - [E:20| 1200]: Train Loss:0.0030613, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:15:46,810 - fb_one_to_x - [INFO] - [E:20| 1300]: Train Loss:0.0030618, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:17:41,011 - fb_one_to_x - [INFO] - [E:20| 1400]: Train Loss:0.0030641, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:19:36,249 - fb_one_to_x - [INFO] - [E:20| 1500]: Train Loss:0.0030641, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:21:32,846 - fb_one_to_x - [INFO] - [E:20| 1600]: Train Loss:0.0030641, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:23:27,255 - fb_one_to_x - [INFO] - [E:20| 1700]: Train Loss:0.003067, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:25:23,040 - fb_one_to_x - [INFO] - [E:20| 1800]: Train Loss:0.003066, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:27:17,397 - fb_one_to_x - [INFO] - [E:20| 1900]: Train Loss:0.0030669, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:29:12,535 - fb_one_to_x - [INFO] - [E:20| 2000]: Train Loss:0.0030675, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:30:55,444 - fb_one_to_x - [INFO] - [E:20| 2100]: Train Loss:0.0030679, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:32:50,280 - fb_one_to_x - [INFO] - [E:20| 2200]: Train Loss:0.0030686, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:34:44,219 - fb_one_to_x - [INFO] - [E:20| 2300]: Train Loss:0.0030686, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:36:37,770 - fb_one_to_x - [INFO] - [E:20| 2400]: Train Loss:0.0030694, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:38:33,032 - fb_one_to_x - [INFO] - [E:20| 2500]: Train Loss:0.0030703, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:40:27,913 - fb_one_to_x - [INFO] - [E:20| 2600]: Train Loss:0.0030708, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:42:21,955 - fb_one_to_x - [INFO] - [E:20| 2700]: Train Loss:0.0030711, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:44:17,253 - fb_one_to_x - [INFO] - [E:20| 2800]: Train Loss:0.0030715, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:46:11,727 - fb_one_to_x - [INFO] - [E:20| 2900]: Train Loss:0.0030718, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:48:06,436 - fb_one_to_x - [INFO] - [E:20| 3000]: Train Loss:0.003072, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:50:01,206 - fb_one_to_x - [INFO] - [E:20| 3100]: Train Loss:0.0030735, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:51:59,051 - fb_one_to_x - [INFO] - [E:20| 3200]: Train Loss:0.0030737, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:53:42,602 - fb_one_to_x - [INFO] - [E:20| 3300]: Train Loss:0.0030738, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:55:37,151 - fb_one_to_x - [INFO] - [E:20| 3400]: Train Loss:0.0030745, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:57:31,469 - fb_one_to_x - [INFO] - [E:20| 3500]: Train Loss:0.003074, Val MRR:0.32687, fb_one_to_x
2023-05-03 13:59:26,348 - fb_one_to_x - [INFO] - [E:20| 3600]: Train Loss:0.0030743, Val MRR:0.32687, fb_one_to_x
2023-05-03 14:01:20,214 - fb_one_to_x - [INFO] - [E:20| 3700]: Train Loss:0.0030748, Val MRR:0.32687, fb_one_to_x
2023-05-03 14:03:14,904 - fb_one_to_x - [INFO] - [E:20| 3800]: Train Loss:0.0030755, Val MRR:0.32687, fb_one_to_x
2023-05-03 14:05:09,144 - fb_one_to_x - [INFO] - [E:20| 3900]: Train Loss:0.0030756, Val MRR:0.32687, fb_one_to_x
2023-05-03 14:07:03,762 - fb_one_to_x - [INFO] - [E:20| 4000]: Train Loss:0.0030756, Val MRR:0.32687, fb_one_to_x
2023-05-03 14:08:58,064 - fb_one_to_x - [INFO] - [E:20| 4100]: Train Loss:0.0030755, Val MRR:0.32687, fb_one_to_x
2023-05-03 14:10:52,697 - fb_one_to_x - [INFO] - [E:20| 4200]: Train Loss:0.0030762, Val MRR:0.32687, fb_one_to_x
2023-05-03 14:11:51,146 - fb_one_to_x - [INFO] - [Epoch:20]: Training Loss:0.003077
2023-05-03 14:11:51,451 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 14:12:25,301 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 14:12:38,134 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 14:13:20,415 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 14:13:35,512 - fb_one_to_x - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.43041, Head : 0.22378, Avg : 0.32709
2023-05-03 14:13:36,671 - fb_one_to_x - [INFO] - [Epoch 20]: Training Loss: 0.0030767, Valid MRR: 0.32709,
2023-05-03 14:13:37,820 - fb_one_to_x - [INFO] - [E:21| 0]: Train Loss:0.0029306, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:15:21,870 - fb_one_to_x - [INFO] - [E:21| 100]: Train Loss:0.0030256, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:17:18,408 - fb_one_to_x - [INFO] - [E:21| 200]: Train Loss:0.0030133, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:19:13,921 - fb_one_to_x - [INFO] - [E:21| 300]: Train Loss:0.0030253, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:21:11,178 - fb_one_to_x - [INFO] - [E:21| 400]: Train Loss:0.0030205, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:23:10,055 - fb_one_to_x - [INFO] - [E:21| 500]: Train Loss:0.0030238, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:25:03,855 - fb_one_to_x - [INFO] - [E:21| 600]: Train Loss:0.0030205, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:26:59,979 - fb_one_to_x - [INFO] - [E:21| 700]: Train Loss:0.0030229, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:28:56,380 - fb_one_to_x - [INFO] - [E:21| 800]: Train Loss:0.0030238, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:30:52,391 - fb_one_to_x - [INFO] - [E:21| 900]: Train Loss:0.0030272, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:32:47,551 - fb_one_to_x - [INFO] - [E:21| 1000]: Train Loss:0.0030293, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:34:43,261 - fb_one_to_x - [INFO] - [E:21| 1100]: Train Loss:0.0030303, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:36:29,823 - fb_one_to_x - [INFO] - [E:21| 1200]: Train Loss:0.0030299, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:38:23,270 - fb_one_to_x - [INFO] - [E:21| 1300]: Train Loss:0.0030288, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:40:18,875 - fb_one_to_x - [INFO] - [E:21| 1400]: Train Loss:0.0030308, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:42:14,487 - fb_one_to_x - [INFO] - [E:21| 1500]: Train Loss:0.0030322, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:44:09,147 - fb_one_to_x - [INFO] - [E:21| 1600]: Train Loss:0.0030336, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:46:03,970 - fb_one_to_x - [INFO] - [E:21| 1700]: Train Loss:0.0030347, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:48:01,021 - fb_one_to_x - [INFO] - [E:21| 1800]: Train Loss:0.0030341, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:49:56,187 - fb_one_to_x - [INFO] - [E:21| 1900]: Train Loss:0.0030349, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:51:50,249 - fb_one_to_x - [INFO] - [E:21| 2000]: Train Loss:0.0030354, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:53:48,749 - fb_one_to_x - [INFO] - [E:21| 2100]: Train Loss:0.0030353, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:55:42,763 - fb_one_to_x - [INFO] - [E:21| 2200]: Train Loss:0.0030351, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:57:38,398 - fb_one_to_x - [INFO] - [E:21| 2300]: Train Loss:0.003036, Val MRR:0.32709, fb_one_to_x
2023-05-03 14:59:23,880 - fb_one_to_x - [INFO] - [E:21| 2400]: Train Loss:0.0030369, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:01:18,527 - fb_one_to_x - [INFO] - [E:21| 2500]: Train Loss:0.0030373, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:03:12,751 - fb_one_to_x - [INFO] - [E:21| 2600]: Train Loss:0.0030381, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:05:07,280 - fb_one_to_x - [INFO] - [E:21| 2700]: Train Loss:0.0030397, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:07:02,130 - fb_one_to_x - [INFO] - [E:21| 2800]: Train Loss:0.0030396, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:08:58,060 - fb_one_to_x - [INFO] - [E:21| 2900]: Train Loss:0.0030406, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:10:54,186 - fb_one_to_x - [INFO] - [E:21| 3000]: Train Loss:0.003041, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:12:48,188 - fb_one_to_x - [INFO] - [E:21| 3100]: Train Loss:0.003041, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:14:44,028 - fb_one_to_x - [INFO] - [E:21| 3200]: Train Loss:0.0030416, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:16:38,990 - fb_one_to_x - [INFO] - [E:21| 3300]: Train Loss:0.0030419, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:18:34,053 - fb_one_to_x - [INFO] - [E:21| 3400]: Train Loss:0.0030422, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:20:17,412 - fb_one_to_x - [INFO] - [E:21| 3500]: Train Loss:0.0030427, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:22:12,143 - fb_one_to_x - [INFO] - [E:21| 3600]: Train Loss:0.0030432, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:24:11,369 - fb_one_to_x - [INFO] - [E:21| 3700]: Train Loss:0.0030437, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:26:06,963 - fb_one_to_x - [INFO] - [E:21| 3800]: Train Loss:0.0030437, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:28:01,205 - fb_one_to_x - [INFO] - [E:21| 3900]: Train Loss:0.0030435, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:29:58,345 - fb_one_to_x - [INFO] - [E:21| 4000]: Train Loss:0.0030435, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:31:53,365 - fb_one_to_x - [INFO] - [E:21| 4100]: Train Loss:0.0030445, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:33:48,926 - fb_one_to_x - [INFO] - [E:21| 4200]: Train Loss:0.0030448, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:34:47,483 - fb_one_to_x - [INFO] - [Epoch:21]: Training Loss:0.003045
2023-05-03 15:34:47,810 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 15:35:22,877 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 15:35:35,546 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 15:36:17,785 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 15:36:33,545 - fb_one_to_x - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.43208, Head : 0.22206, Avg : 0.32707
2023-05-03 15:36:33,545 - fb_one_to_x - [INFO] - [Epoch 21]: Training Loss: 0.0030449, Valid MRR: 0.32709,
2023-05-03 15:36:34,862 - fb_one_to_x - [INFO] - [E:22| 0]: Train Loss:0.0029471, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:38:28,020 - fb_one_to_x - [INFO] - [E:22| 100]: Train Loss:0.0030054, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:40:24,248 - fb_one_to_x - [INFO] - [E:22| 200]: Train Loss:0.0029924, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:42:08,093 - fb_one_to_x - [INFO] - [E:22| 300]: Train Loss:0.0029879, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:44:02,867 - fb_one_to_x - [INFO] - [E:22| 400]: Train Loss:0.0029913, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:45:57,763 - fb_one_to_x - [INFO] - [E:22| 500]: Train Loss:0.0029897, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:47:53,814 - fb_one_to_x - [INFO] - [E:22| 600]: Train Loss:0.0029943, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:49:48,986 - fb_one_to_x - [INFO] - [E:22| 700]: Train Loss:0.0029953, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:51:43,883 - fb_one_to_x - [INFO] - [E:22| 800]: Train Loss:0.0029951, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:53:41,326 - fb_one_to_x - [INFO] - [E:22| 900]: Train Loss:0.0029969, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:55:36,347 - fb_one_to_x - [INFO] - [E:22| 1000]: Train Loss:0.0029987, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:57:32,885 - fb_one_to_x - [INFO] - [E:22| 1100]: Train Loss:0.0029992, Val MRR:0.32709, fb_one_to_x
2023-05-03 15:59:27,637 - fb_one_to_x - [INFO] - [E:22| 1200]: Train Loss:0.0029984, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:01:22,465 - fb_one_to_x - [INFO] - [E:22| 1300]: Train Loss:0.0030002, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:03:07,586 - fb_one_to_x - [INFO] - [E:22| 1400]: Train Loss:0.0030002, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:05:02,092 - fb_one_to_x - [INFO] - [E:22| 1500]: Train Loss:0.0030025, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:06:58,154 - fb_one_to_x - [INFO] - [E:22| 1600]: Train Loss:0.0030017, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:08:52,176 - fb_one_to_x - [INFO] - [E:22| 1700]: Train Loss:0.0030022, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:10:48,585 - fb_one_to_x - [INFO] - [E:22| 1800]: Train Loss:0.0030034, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:12:44,029 - fb_one_to_x - [INFO] - [E:22| 1900]: Train Loss:0.0030045, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:14:38,500 - fb_one_to_x - [INFO] - [E:22| 2000]: Train Loss:0.0030063, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:16:35,657 - fb_one_to_x - [INFO] - [E:22| 2100]: Train Loss:0.0030063, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:18:30,757 - fb_one_to_x - [INFO] - [E:22| 2200]: Train Loss:0.0030057, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:20:25,540 - fb_one_to_x - [INFO] - [E:22| 2300]: Train Loss:0.0030055, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:22:20,643 - fb_one_to_x - [INFO] - [E:22| 2400]: Train Loss:0.0030051, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:24:16,009 - fb_one_to_x - [INFO] - [E:22| 2500]: Train Loss:0.0030053, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:26:02,229 - fb_one_to_x - [INFO] - [E:22| 2600]: Train Loss:0.0030058, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:27:57,703 - fb_one_to_x - [INFO] - [E:22| 2700]: Train Loss:0.0030073, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:29:54,279 - fb_one_to_x - [INFO] - [E:22| 2800]: Train Loss:0.0030084, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:31:50,428 - fb_one_to_x - [INFO] - [E:22| 2900]: Train Loss:0.0030081, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:33:46,003 - fb_one_to_x - [INFO] - [E:22| 3000]: Train Loss:0.0030091, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:35:41,626 - fb_one_to_x - [INFO] - [E:22| 3100]: Train Loss:0.0030098, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:37:36,859 - fb_one_to_x - [INFO] - [E:22| 3200]: Train Loss:0.00301, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:39:31,769 - fb_one_to_x - [INFO] - [E:22| 3300]: Train Loss:0.00301, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:41:25,994 - fb_one_to_x - [INFO] - [E:22| 3400]: Train Loss:0.0030107, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:43:22,552 - fb_one_to_x - [INFO] - [E:22| 3500]: Train Loss:0.0030117, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:45:18,817 - fb_one_to_x - [INFO] - [E:22| 3600]: Train Loss:0.0030122, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:47:02,789 - fb_one_to_x - [INFO] - [E:22| 3700]: Train Loss:0.0030135, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:48:59,092 - fb_one_to_x - [INFO] - [E:22| 3800]: Train Loss:0.0030142, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:50:54,179 - fb_one_to_x - [INFO] - [E:22| 3900]: Train Loss:0.0030145, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:52:51,613 - fb_one_to_x - [INFO] - [E:22| 4000]: Train Loss:0.003015, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:54:46,458 - fb_one_to_x - [INFO] - [E:22| 4100]: Train Loss:0.0030152, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:56:43,027 - fb_one_to_x - [INFO] - [E:22| 4200]: Train Loss:0.0030156, Val MRR:0.32709, fb_one_to_x
2023-05-03 16:57:41,293 - fb_one_to_x - [INFO] - [Epoch:22]: Training Loss:0.003016
2023-05-03 16:57:41,589 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 16:58:16,810 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 16:58:29,808 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 16:59:12,081 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 16:59:27,581 - fb_one_to_x - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.4328, Head : 0.22691, Avg : 0.32986
2023-05-03 16:59:28,747 - fb_one_to_x - [INFO] - [Epoch 22]: Training Loss: 0.0030157, Valid MRR: 0.32986,
2023-05-03 16:59:29,919 - fb_one_to_x - [INFO] - [E:23| 0]: Train Loss:0.0026267, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:00:40,095 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', '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': 0.1, 'drop': 0.2, '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}
2023-05-03 17:01:24,644 - fb_one_to_x - [INFO] - [E:23| 100]: Train Loss:0.0029435, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:01:25,395 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', 'gpu': '0', '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': 0.1, 'drop': 0.2, '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}
2023-05-03 17:01:38,167 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 0] fb_one_to_x
2023-05-03 17:02:23,044 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 100] fb_one_to_x
2023-05-03 17:02:50,066 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 0] fb_one_to_x
2023-05-03 17:03:20,203 - fb_one_to_x - [INFO] - [E:23| 200]: Train Loss:0.0029538, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:03:37,701 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 100] fb_one_to_x
2023-05-03 17:04:05,759 - fb_one_to_x - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.42553, Head : 0.22942, Avg : 0.32747
MR: Tail : 142.1, Head : 271.24, Avg : 206.67
Hit-1: Tail : 0.33148, Head : 0.14849, Avg : 0.23998
Hit-3: Tail : 0.46604, Head : 0.24836, Avg : 0.3572
Hit-10: Tail : 0.61282, Head : 0.39294, Avg : 0.50288
2023-05-03 17:05:16,661 - fb_one_to_x - [INFO] - [E:23| 300]: Train Loss:0.0029661, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:07:12,603 - fb_one_to_x - [INFO] - [E:23| 400]: Train Loss:0.0029671, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:08:57,133 - fb_one_to_x - [INFO] - [E:23| 500]: Train Loss:0.0029644, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:10:52,586 - fb_one_to_x - [INFO] - [E:23| 600]: Train Loss:0.0029672, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:12:48,969 - fb_one_to_x - [INFO] - [E:23| 700]: Train Loss:0.0029679, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:14:43,319 - fb_one_to_x - [INFO] - [E:23| 800]: Train Loss:0.0029691, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:16:38,115 - fb_one_to_x - [INFO] - [E:23| 900]: Train Loss:0.0029707, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:18:33,677 - fb_one_to_x - [INFO] - [E:23| 1000]: Train Loss:0.0029696, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:20:29,609 - fb_one_to_x - [INFO] - [E:23| 1100]: Train Loss:0.0029697, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:22:24,721 - fb_one_to_x - [INFO] - [E:23| 1200]: Train Loss:0.00297, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:24:22,000 - fb_one_to_x - [INFO] - [E:23| 1300]: Train Loss:0.0029712, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:26:16,629 - fb_one_to_x - [INFO] - [E:23| 1400]: Train Loss:0.0029727, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:28:12,129 - fb_one_to_x - [INFO] - [E:23| 1500]: Train Loss:0.002973, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:29:56,748 - fb_one_to_x - [INFO] - [E:23| 1600]: Train Loss:0.0029732, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:31:52,883 - fb_one_to_x - [INFO] - [E:23| 1700]: Train Loss:0.0029737, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:33:50,066 - fb_one_to_x - [INFO] - [E:23| 1800]: Train Loss:0.0029737, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:35:45,181 - fb_one_to_x - [INFO] - [E:23| 1900]: Train Loss:0.0029751, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:37:40,731 - fb_one_to_x - [INFO] - [E:23| 2000]: Train Loss:0.0029759, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:39:33,673 - fb_one_to_x - [INFO] - [E:23| 2100]: Train Loss:0.002975, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:41:29,661 - fb_one_to_x - [INFO] - [E:23| 2200]: Train Loss:0.0029752, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:43:25,482 - fb_one_to_x - [INFO] - [E:23| 2300]: Train Loss:0.0029763, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:45:21,635 - fb_one_to_x - [INFO] - [E:23| 2400]: Train Loss:0.0029771, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:47:17,378 - fb_one_to_x - [INFO] - [E:23| 2500]: Train Loss:0.0029776, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:49:13,902 - fb_one_to_x - [INFO] - [E:23| 2600]: Train Loss:0.002978, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:50:56,868 - fb_one_to_x - [INFO] - [E:23| 2700]: Train Loss:0.0029779, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:52:53,256 - fb_one_to_x - [INFO] - [E:23| 2800]: Train Loss:0.0029777, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:54:51,830 - fb_one_to_x - [INFO] - [E:23| 2900]: Train Loss:0.0029787, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:56:48,129 - fb_one_to_x - [INFO] - [E:23| 3000]: Train Loss:0.0029792, Val MRR:0.32986, fb_one_to_x
2023-05-03 17:58:43,955 - fb_one_to_x - [INFO] - [E:23| 3100]: Train Loss:0.0029799, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:00:38,945 - fb_one_to_x - [INFO] - [E:23| 3200]: Train Loss:0.0029801, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:02:32,939 - fb_one_to_x - [INFO] - [E:23| 3300]: Train Loss:0.0029807, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:04:28,527 - fb_one_to_x - [INFO] - [E:23| 3400]: Train Loss:0.002981, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:06:25,211 - fb_one_to_x - [INFO] - [E:23| 3500]: Train Loss:0.0029818, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:08:20,071 - fb_one_to_x - [INFO] - [E:23| 3600]: Train Loss:0.0029826, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:10:16,061 - fb_one_to_x - [INFO] - [E:23| 3700]: Train Loss:0.0029837, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:12:07,670 - fb_one_to_x - [INFO] - [E:23| 3800]: Train Loss:0.0029842, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:13:57,788 - fb_one_to_x - [INFO] - [E:23| 3900]: Train Loss:0.0029844, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:15:52,128 - fb_one_to_x - [INFO] - [E:23| 4000]: Train Loss:0.0029848, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:17:47,756 - fb_one_to_x - [INFO] - [E:23| 4100]: Train Loss:0.0029854, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:19:43,428 - fb_one_to_x - [INFO] - [E:23| 4200]: Train Loss:0.002986, Val MRR:0.32986, fb_one_to_x
2023-05-03 18:20:42,122 - fb_one_to_x - [INFO] - [Epoch:23]: Training Loss:0.002987
2023-05-03 18:20:42,425 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 18:21:17,502 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 18:21:30,392 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 18:22:14,009 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 18:22:28,786 - fb_one_to_x - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.43588, Head : 0.2277, Avg : 0.33179
2023-05-03 18:22:29,978 - fb_one_to_x - [INFO] - [Epoch 23]: Training Loss: 0.0029867, Valid MRR: 0.33179,
2023-05-03 18:22:31,345 - fb_one_to_x - [INFO] - [E:24| 0]: Train Loss:0.0030283, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:24:29,384 - fb_one_to_x - [INFO] - [E:24| 100]: Train Loss:0.0029267, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:26:24,353 - fb_one_to_x - [INFO] - [E:24| 200]: Train Loss:0.0029323, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:28:17,584 - fb_one_to_x - [INFO] - [E:24| 300]: Train Loss:0.0029343, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:30:13,060 - fb_one_to_x - [INFO] - [E:24| 400]: Train Loss:0.0029385, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:32:08,782 - fb_one_to_x - [INFO] - [E:24| 500]: Train Loss:0.0029365, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:33:54,189 - fb_one_to_x - [INFO] - [E:24| 600]: Train Loss:0.0029353, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:35:47,104 - fb_one_to_x - [INFO] - [E:24| 700]: Train Loss:0.0029363, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:37:41,379 - fb_one_to_x - [INFO] - [E:24| 800]: Train Loss:0.0029385, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:39:34,960 - fb_one_to_x - [INFO] - [E:24| 900]: Train Loss:0.0029412, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:41:30,490 - fb_one_to_x - [INFO] - [E:24| 1000]: Train Loss:0.0029427, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:43:25,690 - fb_one_to_x - [INFO] - [E:24| 1100]: Train Loss:0.0029406, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:45:21,171 - fb_one_to_x - [INFO] - [E:24| 1200]: Train Loss:0.0029404, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:47:16,693 - fb_one_to_x - [INFO] - [E:24| 1300]: Train Loss:0.00294, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:49:12,279 - fb_one_to_x - [INFO] - [E:24| 1400]: Train Loss:0.002939, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:51:07,799 - fb_one_to_x - [INFO] - [E:24| 1500]: Train Loss:0.0029396, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:53:05,428 - fb_one_to_x - [INFO] - [E:24| 1600]: Train Loss:0.0029412, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:55:00,433 - fb_one_to_x - [INFO] - [E:24| 1700]: Train Loss:0.0029432, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:56:45,568 - fb_one_to_x - [INFO] - [E:24| 1800]: Train Loss:0.0029461, Val MRR:0.33179, fb_one_to_x
2023-05-03 18:58:41,573 - fb_one_to_x - [INFO] - [E:24| 1900]: Train Loss:0.0029473, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:00:37,162 - fb_one_to_x - [INFO] - [E:24| 2000]: Train Loss:0.0029484, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:02:32,537 - fb_one_to_x - [INFO] - [E:24| 2100]: Train Loss:0.0029498, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:04:27,732 - fb_one_to_x - [INFO] - [E:24| 2200]: Train Loss:0.00295, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:06:23,627 - fb_one_to_x - [INFO] - [E:24| 2300]: Train Loss:0.0029503, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:08:19,324 - fb_one_to_x - [INFO] - [E:24| 2400]: Train Loss:0.0029519, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:10:14,012 - fb_one_to_x - [INFO] - [E:24| 2500]: Train Loss:0.0029516, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:12:10,742 - fb_one_to_x - [INFO] - [E:24| 2600]: Train Loss:0.002952, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:14:05,644 - fb_one_to_x - [INFO] - [E:24| 2700]: Train Loss:0.0029523, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:15:58,723 - fb_one_to_x - [INFO] - [E:24| 2800]: Train Loss:0.0029531, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:17:43,257 - fb_one_to_x - [INFO] - [E:24| 2900]: Train Loss:0.002953, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:19:39,958 - fb_one_to_x - [INFO] - [E:24| 3000]: Train Loss:0.0029533, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:21:35,443 - fb_one_to_x - [INFO] - [E:24| 3100]: Train Loss:0.0029542, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:23:33,468 - fb_one_to_x - [INFO] - [E:24| 3200]: Train Loss:0.002955, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:25:28,115 - fb_one_to_x - [INFO] - [E:24| 3300]: Train Loss:0.0029553, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:27:21,298 - fb_one_to_x - [INFO] - [E:24| 3400]: Train Loss:0.0029557, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:29:16,725 - fb_one_to_x - [INFO] - [E:24| 3500]: Train Loss:0.0029563, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:31:13,299 - fb_one_to_x - [INFO] - [E:24| 3600]: Train Loss:0.0029573, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:33:08,529 - fb_one_to_x - [INFO] - [E:24| 3700]: Train Loss:0.0029577, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:35:05,061 - fb_one_to_x - [INFO] - [E:24| 3800]: Train Loss:0.002958, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:37:01,219 - fb_one_to_x - [INFO] - [E:24| 3900]: Train Loss:0.0029591, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:38:45,393 - fb_one_to_x - [INFO] - [E:24| 4000]: Train Loss:0.0029595, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:40:41,070 - fb_one_to_x - [INFO] - [E:24| 4100]: Train Loss:0.0029603, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:42:36,475 - fb_one_to_x - [INFO] - [E:24| 4200]: Train Loss:0.0029606, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:43:36,040 - fb_one_to_x - [INFO] - [Epoch:24]: Training Loss:0.002961
2023-05-03 19:43:36,304 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 19:44:11,353 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 19:44:24,325 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 19:45:07,249 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 19:45:22,699 - fb_one_to_x - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.43606, Head : 0.226, Avg : 0.33103
2023-05-03 19:45:22,699 - fb_one_to_x - [INFO] - [Epoch 24]: Training Loss: 0.0029611, Valid MRR: 0.33179,
2023-05-03 19:45:23,761 - fb_one_to_x - [INFO] - [E:25| 0]: Train Loss:0.0029381, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:47:20,764 - fb_one_to_x - [INFO] - [E:25| 100]: Train Loss:0.0029244, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:49:17,127 - fb_one_to_x - [INFO] - [E:25| 200]: Train Loss:0.0029138, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:51:12,082 - fb_one_to_x - [INFO] - [E:25| 300]: Train Loss:0.002911, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:53:06,531 - fb_one_to_x - [INFO] - [E:25| 400]: Train Loss:0.0029158, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:55:06,555 - fb_one_to_x - [INFO] - [E:25| 500]: Train Loss:0.0029143, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:57:03,100 - fb_one_to_x - [INFO] - [E:25| 600]: Train Loss:0.0029134, Val MRR:0.33179, fb_one_to_x
2023-05-03 19:58:58,538 - fb_one_to_x - [INFO] - [E:25| 700]: Train Loss:0.0029102, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:00:42,867 - fb_one_to_x - [INFO] - [E:25| 800]: Train Loss:0.0029078, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:02:38,021 - fb_one_to_x - [INFO] - [E:25| 900]: Train Loss:0.002911, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:04:33,297 - fb_one_to_x - [INFO] - [E:25| 1000]: Train Loss:0.0029128, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:06:27,671 - fb_one_to_x - [INFO] - [E:25| 1100]: Train Loss:0.002913, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:08:22,326 - fb_one_to_x - [INFO] - [E:25| 1200]: Train Loss:0.0029148, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:10:18,765 - fb_one_to_x - [INFO] - [E:25| 1300]: Train Loss:0.0029169, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:12:13,649 - fb_one_to_x - [INFO] - [E:25| 1400]: Train Loss:0.0029166, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:14:09,678 - fb_one_to_x - [INFO] - [E:25| 1500]: Train Loss:0.0029184, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:16:04,694 - fb_one_to_x - [INFO] - [E:25| 1600]: Train Loss:0.0029184, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:17:59,771 - fb_one_to_x - [INFO] - [E:25| 1700]: Train Loss:0.00292, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:19:54,672 - fb_one_to_x - [INFO] - [E:25| 1800]: Train Loss:0.0029202, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:21:42,067 - fb_one_to_x - [INFO] - [E:25| 1900]: Train Loss:0.0029198, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:23:36,475 - fb_one_to_x - [INFO] - [E:25| 2000]: Train Loss:0.002921, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:25:33,556 - fb_one_to_x - [INFO] - [E:25| 2100]: Train Loss:0.0029219, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:27:30,867 - fb_one_to_x - [INFO] - [E:25| 2200]: Train Loss:0.0029229, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:29:25,213 - fb_one_to_x - [INFO] - [E:25| 2300]: Train Loss:0.0029237, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:31:21,480 - fb_one_to_x - [INFO] - [E:25| 2400]: Train Loss:0.0029245, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:33:16,722 - fb_one_to_x - [INFO] - [E:25| 2500]: Train Loss:0.0029257, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:35:12,874 - fb_one_to_x - [INFO] - [E:25| 2600]: Train Loss:0.0029266, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:37:08,011 - fb_one_to_x - [INFO] - [E:25| 2700]: Train Loss:0.0029269, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:39:04,255 - fb_one_to_x - [INFO] - [E:25| 2800]: Train Loss:0.0029279, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:40:58,683 - fb_one_to_x - [INFO] - [E:25| 2900]: Train Loss:0.002928, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:42:55,308 - fb_one_to_x - [INFO] - [E:25| 3000]: Train Loss:0.0029291, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:44:39,269 - fb_one_to_x - [INFO] - [E:25| 3100]: Train Loss:0.0029295, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:46:36,490 - fb_one_to_x - [INFO] - [E:25| 3200]: Train Loss:0.0029304, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:48:32,389 - fb_one_to_x - [INFO] - [E:25| 3300]: Train Loss:0.0029308, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:50:27,475 - fb_one_to_x - [INFO] - [E:25| 3400]: Train Loss:0.0029313, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:52:22,046 - fb_one_to_x - [INFO] - [E:25| 3500]: Train Loss:0.0029317, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:54:21,028 - fb_one_to_x - [INFO] - [E:25| 3600]: Train Loss:0.0029325, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:56:15,851 - fb_one_to_x - [INFO] - [E:25| 3700]: Train Loss:0.0029325, Val MRR:0.33179, fb_one_to_x
2023-05-03 20:58:10,204 - fb_one_to_x - [INFO] - [E:25| 3800]: Train Loss:0.002933, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:00:05,734 - fb_one_to_x - [INFO] - [E:25| 3900]: Train Loss:0.0029338, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:02:01,321 - fb_one_to_x - [INFO] - [E:25| 4000]: Train Loss:0.0029339, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:03:57,306 - fb_one_to_x - [INFO] - [E:25| 4100]: Train Loss:0.002934, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:05:41,389 - fb_one_to_x - [INFO] - [E:25| 4200]: Train Loss:0.0029353, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:06:39,227 - fb_one_to_x - [INFO] - [Epoch:25]: Training Loss:0.002936
2023-05-03 21:06:39,542 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 21:07:14,977 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 21:07:28,032 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 21:08:10,967 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 21:08:26,768 - fb_one_to_x - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.43411, Head : 0.22943, Avg : 0.33177
2023-05-03 21:08:26,768 - fb_one_to_x - [INFO] - [Epoch 25]: Training Loss: 0.0029355, Valid MRR: 0.33179,
2023-05-03 21:08:28,090 - fb_one_to_x - [INFO] - [E:26| 0]: Train Loss:0.0027417, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:10:24,543 - fb_one_to_x - [INFO] - [E:26| 100]: Train Loss:0.0028932, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:12:20,559 - fb_one_to_x - [INFO] - [E:26| 200]: Train Loss:0.0028795, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:14:16,815 - fb_one_to_x - [INFO] - [E:26| 300]: Train Loss:0.0028807, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:16:11,369 - fb_one_to_x - [INFO] - [E:26| 400]: Train Loss:0.0028812, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:18:08,012 - fb_one_to_x - [INFO] - [E:26| 500]: Train Loss:0.0028861, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:20:02,883 - fb_one_to_x - [INFO] - [E:26| 600]: Train Loss:0.0028898, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:21:59,039 - fb_one_to_x - [INFO] - [E:26| 700]: Train Loss:0.0028879, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:23:58,168 - fb_one_to_x - [INFO] - [E:26| 800]: Train Loss:0.0028883, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:25:54,435 - fb_one_to_x - [INFO] - [E:26| 900]: Train Loss:0.0028877, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:27:38,669 - fb_one_to_x - [INFO] - [E:26| 1000]: Train Loss:0.0028896, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:29:33,668 - fb_one_to_x - [INFO] - [E:26| 1100]: Train Loss:0.002891, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:31:28,909 - fb_one_to_x - [INFO] - [E:26| 1200]: Train Loss:0.0028904, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:33:24,359 - fb_one_to_x - [INFO] - [E:26| 1300]: Train Loss:0.0028929, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:35:20,816 - fb_one_to_x - [INFO] - [E:26| 1400]: Train Loss:0.0028953, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:37:16,971 - fb_one_to_x - [INFO] - [E:26| 1500]: Train Loss:0.0028952, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:39:12,996 - fb_one_to_x - [INFO] - [E:26| 1600]: Train Loss:0.0028957, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:41:06,675 - fb_one_to_x - [INFO] - [E:26| 1700]: Train Loss:0.0028966, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:43:01,685 - fb_one_to_x - [INFO] - [E:26| 1800]: Train Loss:0.0028966, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:44:57,136 - fb_one_to_x - [INFO] - [E:26| 1900]: Train Loss:0.0028974, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:46:53,902 - fb_one_to_x - [INFO] - [E:26| 2000]: Train Loss:0.0028988, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:48:39,101 - fb_one_to_x - [INFO] - [E:26| 2100]: Train Loss:0.0029002, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:50:33,697 - fb_one_to_x - [INFO] - [E:26| 2200]: Train Loss:0.0029008, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:52:30,118 - fb_one_to_x - [INFO] - [E:26| 2300]: Train Loss:0.0029011, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:54:28,297 - fb_one_to_x - [INFO] - [E:26| 2400]: Train Loss:0.0029021, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:56:24,568 - fb_one_to_x - [INFO] - [E:26| 2500]: Train Loss:0.0029022, Val MRR:0.33179, fb_one_to_x
2023-05-03 21:58:19,824 - fb_one_to_x - [INFO] - [E:26| 2600]: Train Loss:0.0029032, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:00:14,385 - fb_one_to_x - [INFO] - [E:26| 2700]: Train Loss:0.0029047, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:02:10,158 - fb_one_to_x - [INFO] - [E:26| 2800]: Train Loss:0.002905, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:04:06,574 - fb_one_to_x - [INFO] - [E:26| 2900]: Train Loss:0.0029057, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:06:01,698 - fb_one_to_x - [INFO] - [E:26| 3000]: Train Loss:0.0029068, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:07:58,535 - fb_one_to_x - [INFO] - [E:26| 3100]: Train Loss:0.0029068, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:09:42,762 - fb_one_to_x - [INFO] - [E:26| 3200]: Train Loss:0.002908, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:11:39,499 - fb_one_to_x - [INFO] - [E:26| 3300]: Train Loss:0.0029081, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:13:35,974 - fb_one_to_x - [INFO] - [E:26| 3400]: Train Loss:0.0029091, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:15:32,402 - fb_one_to_x - [INFO] - [E:26| 3500]: Train Loss:0.0029094, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:17:26,450 - fb_one_to_x - [INFO] - [E:26| 3600]: Train Loss:0.0029099, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:19:21,989 - fb_one_to_x - [INFO] - [E:26| 3700]: Train Loss:0.0029107, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:21:18,003 - fb_one_to_x - [INFO] - [E:26| 3800]: Train Loss:0.0029114, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:23:14,478 - fb_one_to_x - [INFO] - [E:26| 3900]: Train Loss:0.0029119, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:25:13,417 - fb_one_to_x - [INFO] - [E:26| 4000]: Train Loss:0.0029119, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:27:07,114 - fb_one_to_x - [INFO] - [E:26| 4100]: Train Loss:0.0029117, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:29:01,248 - fb_one_to_x - [INFO] - [E:26| 4200]: Train Loss:0.0029118, Val MRR:0.33179, fb_one_to_x
2023-05-03 22:29:58,932 - fb_one_to_x - [INFO] - [Epoch:26]: Training Loss:0.002912
2023-05-03 22:29:59,219 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 22:30:34,376 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 22:30:47,128 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 22:31:15,384 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 22:31:31,008 - fb_one_to_x - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.43648, Head : 0.22884, Avg : 0.33266
2023-05-03 22:31:32,122 - fb_one_to_x - [INFO] - [Epoch 26]: Training Loss: 0.0029118, Valid MRR: 0.33266,
2023-05-03 22:31:33,349 - fb_one_to_x - [INFO] - [E:27| 0]: Train Loss:0.0029518, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:33:28,942 - fb_one_to_x - [INFO] - [E:27| 100]: Train Loss:0.0028331, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:35:23,838 - fb_one_to_x - [INFO] - [E:27| 200]: Train Loss:0.0028526, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:37:18,930 - fb_one_to_x - [INFO] - [E:27| 300]: Train Loss:0.0028608, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:39:14,669 - fb_one_to_x - [INFO] - [E:27| 400]: Train Loss:0.0028617, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:41:09,351 - fb_one_to_x - [INFO] - [E:27| 500]: Train Loss:0.0028589, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:43:04,237 - fb_one_to_x - [INFO] - [E:27| 600]: Train Loss:0.0028617, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:44:59,749 - fb_one_to_x - [INFO] - [E:27| 700]: Train Loss:0.0028621, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:46:55,394 - fb_one_to_x - [INFO] - [E:27| 800]: Train Loss:0.0028653, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:48:50,340 - fb_one_to_x - [INFO] - [E:27| 900]: Train Loss:0.0028659, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:50:45,968 - fb_one_to_x - [INFO] - [E:27| 1000]: Train Loss:0.0028672, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:52:31,114 - fb_one_to_x - [INFO] - [E:27| 1100]: Train Loss:0.0028679, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:54:28,830 - fb_one_to_x - [INFO] - [E:27| 1200]: Train Loss:0.0028706, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:56:24,823 - fb_one_to_x - [INFO] - [E:27| 1300]: Train Loss:0.0028703, Val MRR:0.33266, fb_one_to_x
2023-05-03 22:58:19,006 - fb_one_to_x - [INFO] - [E:27| 1400]: Train Loss:0.0028715, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:00:13,999 - fb_one_to_x - [INFO] - [E:27| 1500]: Train Loss:0.0028718, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:02:07,962 - fb_one_to_x - [INFO] - [E:27| 1600]: Train Loss:0.0028714, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:04:02,938 - fb_one_to_x - [INFO] - [E:27| 1700]: Train Loss:0.0028718, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:05:58,331 - fb_one_to_x - [INFO] - [E:27| 1800]: Train Loss:0.0028741, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:07:55,153 - fb_one_to_x - [INFO] - [E:27| 1900]: Train Loss:0.0028753, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:09:50,904 - fb_one_to_x - [INFO] - [E:27| 2000]: Train Loss:0.0028762, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:11:47,383 - fb_one_to_x - [INFO] - [E:27| 2100]: Train Loss:0.0028767, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:13:42,316 - fb_one_to_x - [INFO] - [E:27| 2200]: Train Loss:0.0028776, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:15:26,982 - fb_one_to_x - [INFO] - [E:27| 2300]: Train Loss:0.0028779, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:17:20,778 - fb_one_to_x - [INFO] - [E:27| 2400]: Train Loss:0.0028787, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:19:16,626 - fb_one_to_x - [INFO] - [E:27| 2500]: Train Loss:0.0028789, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:21:13,540 - fb_one_to_x - [INFO] - [E:27| 2600]: Train Loss:0.0028803, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:23:09,618 - fb_one_to_x - [INFO] - [E:27| 2700]: Train Loss:0.00288, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:25:08,699 - fb_one_to_x - [INFO] - [E:27| 2800]: Train Loss:0.0028808, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:27:05,503 - fb_one_to_x - [INFO] - [E:27| 2900]: Train Loss:0.0028812, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:29:00,410 - fb_one_to_x - [INFO] - [E:27| 3000]: Train Loss:0.0028811, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:30:54,436 - fb_one_to_x - [INFO] - [E:27| 3100]: Train Loss:0.0028821, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:32:49,849 - fb_one_to_x - [INFO] - [E:27| 3200]: Train Loss:0.0028833, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:34:44,787 - fb_one_to_x - [INFO] - [E:27| 3300]: Train Loss:0.0028839, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:36:30,280 - fb_one_to_x - [INFO] - [E:27| 3400]: Train Loss:0.0028847, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:38:25,873 - fb_one_to_x - [INFO] - [E:27| 3500]: Train Loss:0.0028857, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:40:21,842 - fb_one_to_x - [INFO] - [E:27| 3600]: Train Loss:0.0028863, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:42:15,601 - fb_one_to_x - [INFO] - [E:27| 3700]: Train Loss:0.0028866, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:44:11,234 - fb_one_to_x - [INFO] - [E:27| 3800]: Train Loss:0.002887, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:46:08,009 - fb_one_to_x - [INFO] - [E:27| 3900]: Train Loss:0.0028872, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:48:03,211 - fb_one_to_x - [INFO] - [E:27| 4000]: Train Loss:0.0028873, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:49:59,520 - fb_one_to_x - [INFO] - [E:27| 4100]: Train Loss:0.0028881, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:51:54,276 - fb_one_to_x - [INFO] - [E:27| 4200]: Train Loss:0.0028878, Val MRR:0.33266, fb_one_to_x
2023-05-03 23:52:52,746 - fb_one_to_x - [INFO] - [Epoch:27]: Training Loss:0.002888
2023-05-03 23:52:53,057 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-03 23:53:31,513 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-03 23:53:44,157 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-03 23:54:26,943 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-03 23:54:42,204 - fb_one_to_x - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.43743, Head : 0.2299, Avg : 0.33367
2023-05-03 23:54:43,312 - fb_one_to_x - [INFO] - [Epoch 27]: Training Loss: 0.0028882, Valid MRR: 0.33367,
2023-05-03 23:54:44,665 - fb_one_to_x - [INFO] - [E:28| 0]: Train Loss:0.0029656, Val MRR:0.33367, fb_one_to_x
2023-05-03 23:56:39,615 - fb_one_to_x - [INFO] - [E:28| 100]: Train Loss:0.00285, Val MRR:0.33367, fb_one_to_x
2023-05-03 23:58:24,369 - fb_one_to_x - [INFO] - [E:28| 200]: Train Loss:0.002845, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:00:19,673 - fb_one_to_x - [INFO] - [E:28| 300]: Train Loss:0.002843, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:02:16,760 - fb_one_to_x - [INFO] - [E:28| 400]: Train Loss:0.0028434, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:04:13,367 - fb_one_to_x - [INFO] - [E:28| 500]: Train Loss:0.0028453, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:06:08,556 - fb_one_to_x - [INFO] - [E:28| 600]: Train Loss:0.0028485, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:08:04,331 - fb_one_to_x - [INFO] - [E:28| 700]: Train Loss:0.0028489, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:09:59,317 - fb_one_to_x - [INFO] - [E:28| 800]: Train Loss:0.0028508, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:11:54,708 - fb_one_to_x - [INFO] - [E:28| 900]: Train Loss:0.0028495, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:13:48,896 - fb_one_to_x - [INFO] - [E:28| 1000]: Train Loss:0.0028516, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:15:43,637 - fb_one_to_x - [INFO] - [E:28| 1100]: Train Loss:0.0028537, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:17:38,923 - fb_one_to_x - [INFO] - [E:28| 1200]: Train Loss:0.0028527, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:19:23,373 - fb_one_to_x - [INFO] - [E:28| 1300]: Train Loss:0.0028528, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:21:18,543 - fb_one_to_x - [INFO] - [E:28| 1400]: Train Loss:0.0028535, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:23:13,681 - fb_one_to_x - [INFO] - [E:28| 1500]: Train Loss:0.002854, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:25:12,820 - fb_one_to_x - [INFO] - [E:28| 1600]: Train Loss:0.0028551, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:26:12,731 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', 'gpu': '0', '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': 0.1, 'drop': 0.2, '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}
2023-05-04 00:26:25,554 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 0] fb_one_to_x
2023-05-04 00:27:08,272 - fb_one_to_x - [INFO] - [E:28| 1700]: Train Loss:0.0028554, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:27:10,696 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 100] fb_one_to_x
2023-05-04 00:27:37,664 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 0] fb_one_to_x
2023-05-04 00:28:25,407 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 100] fb_one_to_x
2023-05-04 00:28:53,617 - fb_one_to_x - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.42698, Head : 0.23124, Avg : 0.32911
MR: Tail : 144.51, Head : 285.36, Avg : 214.93
Hit-1: Tail : 0.33148, Head : 0.14829, Avg : 0.23989
Hit-3: Tail : 0.46785, Head : 0.25501, Avg : 0.36143
Hit-10: Tail : 0.61922, Head : 0.39803, Avg : 0.50862
2023-05-04 00:29:05,392 - fb_one_to_x - [INFO] - [E:28| 1800]: Train Loss:0.0028556, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:31:00,914 - fb_one_to_x - [INFO] - [E:28| 1900]: Train Loss:0.0028556, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:32:55,942 - fb_one_to_x - [INFO] - [E:28| 2000]: Train Loss:0.0028556, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:34:51,196 - fb_one_to_x - [INFO] - [E:28| 2100]: Train Loss:0.0028572, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:36:46,446 - fb_one_to_x - [INFO] - [E:28| 2200]: Train Loss:0.0028577, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:38:42,763 - fb_one_to_x - [INFO] - [E:28| 2300]: Train Loss:0.0028579, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:40:27,519 - fb_one_to_x - [INFO] - [E:28| 2400]: Train Loss:0.0028593, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:42:22,777 - fb_one_to_x - [INFO] - [E:28| 2500]: Train Loss:0.0028592, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:44:17,620 - fb_one_to_x - [INFO] - [E:28| 2600]: Train Loss:0.0028601, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:46:13,393 - fb_one_to_x - [INFO] - [E:28| 2700]: Train Loss:0.0028601, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:48:09,577 - fb_one_to_x - [INFO] - [E:28| 2800]: Train Loss:0.0028602, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:50:05,590 - fb_one_to_x - [INFO] - [E:28| 2900]: Train Loss:0.0028609, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:52:01,368 - fb_one_to_x - [INFO] - [E:28| 3000]: Train Loss:0.0028623, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:53:57,503 - fb_one_to_x - [INFO] - [E:28| 3100]: Train Loss:0.0028623, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:55:52,901 - fb_one_to_x - [INFO] - [E:28| 3200]: Train Loss:0.002863, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:57:48,020 - fb_one_to_x - [INFO] - [E:28| 3300]: Train Loss:0.0028631, Val MRR:0.33367, fb_one_to_x
2023-05-04 00:59:43,732 - fb_one_to_x - [INFO] - [E:28| 3400]: Train Loss:0.0028632, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:01:33,319 - fb_one_to_x - [INFO] - [E:28| 3500]: Train Loss:0.0028639, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:03:26,760 - fb_one_to_x - [INFO] - [E:28| 3600]: Train Loss:0.0028643, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:05:23,122 - fb_one_to_x - [INFO] - [E:28| 3700]: Train Loss:0.0028647, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:07:17,276 - fb_one_to_x - [INFO] - [E:28| 3800]: Train Loss:0.0028651, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:09:13,041 - fb_one_to_x - [INFO] - [E:28| 3900]: Train Loss:0.0028654, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:11:09,095 - fb_one_to_x - [INFO] - [E:28| 4000]: Train Loss:0.0028664, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:13:04,784 - fb_one_to_x - [INFO] - [E:28| 4100]: Train Loss:0.0028671, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:14:59,329 - fb_one_to_x - [INFO] - [E:28| 4200]: Train Loss:0.002867, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:15:58,735 - fb_one_to_x - [INFO] - [Epoch:28]: Training Loss:0.002867
2023-05-04 01:15:59,195 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-04 01:16:34,389 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-04 01:16:47,319 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-04 01:17:30,625 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-04 01:17:45,851 - fb_one_to_x - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.43651, Head : 0.23069, Avg : 0.3336
2023-05-04 01:17:45,851 - fb_one_to_x - [INFO] - [Epoch 28]: Training Loss: 0.0028671, Valid MRR: 0.33367,
2023-05-04 01:17:47,033 - fb_one_to_x - [INFO] - [E:29| 0]: Train Loss:0.0026831, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:19:41,733 - fb_one_to_x - [INFO] - [E:29| 100]: Train Loss:0.002799, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:21:37,219 - fb_one_to_x - [INFO] - [E:29| 200]: Train Loss:0.0028028, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:23:21,479 - fb_one_to_x - [INFO] - [E:29| 300]: Train Loss:0.0028077, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:25:20,355 - fb_one_to_x - [INFO] - [E:29| 400]: Train Loss:0.0028071, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:27:16,111 - fb_one_to_x - [INFO] - [E:29| 500]: Train Loss:0.0028107, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:29:12,168 - fb_one_to_x - [INFO] - [E:29| 600]: Train Loss:0.0028172, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:31:05,671 - fb_one_to_x - [INFO] - [E:29| 700]: Train Loss:0.0028185, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:33:01,975 - fb_one_to_x - [INFO] - [E:29| 800]: Train Loss:0.0028182, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:34:58,231 - fb_one_to_x - [INFO] - [E:29| 900]: Train Loss:0.0028195, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:36:55,698 - fb_one_to_x - [INFO] - [E:29| 1000]: Train Loss:0.0028227, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:38:52,576 - fb_one_to_x - [INFO] - [E:29| 1100]: Train Loss:0.0028229, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:40:49,934 - fb_one_to_x - [INFO] - [E:29| 1200]: Train Loss:0.0028238, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:42:44,988 - fb_one_to_x - [INFO] - [E:29| 1300]: Train Loss:0.0028257, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:44:30,398 - fb_one_to_x - [INFO] - [E:29| 1400]: Train Loss:0.0028278, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:46:24,934 - fb_one_to_x - [INFO] - [E:29| 1500]: Train Loss:0.0028279, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:48:20,440 - fb_one_to_x - [INFO] - [E:29| 1600]: Train Loss:0.0028289, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:50:16,125 - fb_one_to_x - [INFO] - [E:29| 1700]: Train Loss:0.0028301, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:52:11,298 - fb_one_to_x - [INFO] - [E:29| 1800]: Train Loss:0.0028312, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:54:08,763 - fb_one_to_x - [INFO] - [E:29| 1900]: Train Loss:0.0028328, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:56:03,918 - fb_one_to_x - [INFO] - [E:29| 2000]: Train Loss:0.0028332, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:57:58,926 - fb_one_to_x - [INFO] - [E:29| 2100]: Train Loss:0.002834, Val MRR:0.33367, fb_one_to_x
2023-05-04 01:59:54,724 - fb_one_to_x - [INFO] - [E:29| 2200]: Train Loss:0.0028353, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:01:50,186 - fb_one_to_x - [INFO] - [E:29| 2300]: Train Loss:0.0028357, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:03:45,435 - fb_one_to_x - [INFO] - [E:29| 2400]: Train Loss:0.0028362, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:05:41,627 - fb_one_to_x - [INFO] - [E:29| 2500]: Train Loss:0.002837, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:07:25,659 - fb_one_to_x - [INFO] - [E:29| 2600]: Train Loss:0.0028375, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:09:19,272 - fb_one_to_x - [INFO] - [E:29| 2700]: Train Loss:0.0028379, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:11:14,771 - fb_one_to_x - [INFO] - [E:29| 2800]: Train Loss:0.0028382, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:13:11,008 - fb_one_to_x - [INFO] - [E:29| 2900]: Train Loss:0.0028393, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:15:07,412 - fb_one_to_x - [INFO] - [E:29| 3000]: Train Loss:0.0028393, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:17:02,366 - fb_one_to_x - [INFO] - [E:29| 3100]: Train Loss:0.0028398, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:18:56,313 - fb_one_to_x - [INFO] - [E:29| 3200]: Train Loss:0.0028398, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:20:52,804 - fb_one_to_x - [INFO] - [E:29| 3300]: Train Loss:0.002841, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:22:48,598 - fb_one_to_x - [INFO] - [E:29| 3400]: Train Loss:0.0028417, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:24:47,883 - fb_one_to_x - [INFO] - [E:29| 3500]: Train Loss:0.002842, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:26:44,502 - fb_one_to_x - [INFO] - [E:29| 3600]: Train Loss:0.0028422, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:28:28,447 - fb_one_to_x - [INFO] - [E:29| 3700]: Train Loss:0.0028422, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:30:23,824 - fb_one_to_x - [INFO] - [E:29| 3800]: Train Loss:0.0028422, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:32:18,651 - fb_one_to_x - [INFO] - [E:29| 3900]: Train Loss:0.002843, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:34:14,949 - fb_one_to_x - [INFO] - [E:29| 4000]: Train Loss:0.0028432, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:36:12,029 - fb_one_to_x - [INFO] - [E:29| 4100]: Train Loss:0.002844, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:38:08,299 - fb_one_to_x - [INFO] - [E:29| 4200]: Train Loss:0.0028445, Val MRR:0.33367, fb_one_to_x
2023-05-04 02:39:07,986 - fb_one_to_x - [INFO] - [Epoch:29]: Training Loss:0.002844
2023-05-04 02:39:08,289 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-04 02:39:43,476 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-04 02:39:56,668 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-04 02:40:39,781 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-04 02:40:55,240 - fb_one_to_x - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.43926, Head : 0.23209, Avg : 0.33568
MR: Tail : 136.59, Head : 285.33, Avg : 210.96
Hit-1: Tail : 0.34582, Head : 0.14913, Avg : 0.24748
Hit-3: Tail : 0.48058, Head : 0.25315, Avg : 0.36687
Hit-10: Tail : 0.62686, Head : 0.40068, Avg : 0.51377
2023-05-04 02:40:56,363 - fb_one_to_x - [INFO] - [Epoch 29]: Training Loss: 0.0028442, Valid MRR: 0.33568,
2023-05-04 02:40:57,706 - fb_one_to_x - [INFO] - [E:30| 0]: Train Loss:0.0027265, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:42:51,870 - fb_one_to_x - [INFO] - [E:30| 100]: Train Loss:0.0027978, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:44:48,426 - fb_one_to_x - [INFO] - [E:30| 200]: Train Loss:0.0027964, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:46:44,043 - fb_one_to_x - [INFO] - [E:30| 300]: Train Loss:0.0028022, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:48:38,807 - fb_one_to_x - [INFO] - [E:30| 400]: Train Loss:0.0027974, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:50:23,055 - fb_one_to_x - [INFO] - [E:30| 500]: Train Loss:0.0027952, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:52:19,431 - fb_one_to_x - [INFO] - [E:30| 600]: Train Loss:0.0027986, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:54:17,356 - fb_one_to_x - [INFO] - [E:30| 700]: Train Loss:0.0028021, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:56:12,110 - fb_one_to_x - [INFO] - [E:30| 800]: Train Loss:0.0028026, Val MRR:0.33568, fb_one_to_x
2023-05-04 02:58:08,673 - fb_one_to_x - [INFO] - [E:30| 900]: Train Loss:0.0028044, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:00:05,331 - fb_one_to_x - [INFO] - [E:30| 1000]: Train Loss:0.002803, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:02:00,557 - fb_one_to_x - [INFO] - [E:30| 1100]: Train Loss:0.0028051, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:03:55,704 - fb_one_to_x - [INFO] - [E:30| 1200]: Train Loss:0.0028073, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:05:50,472 - fb_one_to_x - [INFO] - [E:30| 1300]: Train Loss:0.0028103, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:07:44,708 - fb_one_to_x - [INFO] - [E:30| 1400]: Train Loss:0.0028105, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:09:40,568 - fb_one_to_x - [INFO] - [E:30| 1500]: Train Loss:0.0028126, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:11:26,123 - fb_one_to_x - [INFO] - [E:30| 1600]: Train Loss:0.0028119, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:13:20,335 - fb_one_to_x - [INFO] - [E:30| 1700]: Train Loss:0.002812, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:15:16,716 - fb_one_to_x - [INFO] - [E:30| 1800]: Train Loss:0.002812, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:17:11,143 - fb_one_to_x - [INFO] - [E:30| 1900]: Train Loss:0.0028128, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:19:05,851 - fb_one_to_x - [INFO] - [E:30| 2000]: Train Loss:0.0028133, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:21:01,350 - fb_one_to_x - [INFO] - [E:30| 2100]: Train Loss:0.0028139, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:22:57,178 - fb_one_to_x - [INFO] - [E:30| 2200]: Train Loss:0.0028142, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:24:55,987 - fb_one_to_x - [INFO] - [E:30| 2300]: Train Loss:0.0028148, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:26:51,473 - fb_one_to_x - [INFO] - [E:30| 2400]: Train Loss:0.0028159, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:28:47,594 - fb_one_to_x - [INFO] - [E:30| 2500]: Train Loss:0.0028167, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:30:43,756 - fb_one_to_x - [INFO] - [E:30| 2600]: Train Loss:0.0028168, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:32:28,287 - fb_one_to_x - [INFO] - [E:30| 2700]: Train Loss:0.0028168, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:34:24,435 - fb_one_to_x - [INFO] - [E:30| 2800]: Train Loss:0.0028176, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:36:20,363 - fb_one_to_x - [INFO] - [E:30| 2900]: Train Loss:0.0028179, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:38:17,551 - fb_one_to_x - [INFO] - [E:30| 3000]: Train Loss:0.0028188, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:40:13,295 - fb_one_to_x - [INFO] - [E:30| 3100]: Train Loss:0.0028195, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:42:08,253 - fb_one_to_x - [INFO] - [E:30| 3200]: Train Loss:0.0028201, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:44:03,870 - fb_one_to_x - [INFO] - [E:30| 3300]: Train Loss:0.0028204, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:45:58,381 - fb_one_to_x - [INFO] - [E:30| 3400]: Train Loss:0.002821, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:47:54,756 - fb_one_to_x - [INFO] - [E:30| 3500]: Train Loss:0.0028221, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:49:50,383 - fb_one_to_x - [INFO] - [E:30| 3600]: Train Loss:0.0028225, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:51:45,147 - fb_one_to_x - [INFO] - [E:30| 3700]: Train Loss:0.002823, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:53:34,404 - fb_one_to_x - [INFO] - [E:30| 3800]: Train Loss:0.0028234, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:55:27,834 - fb_one_to_x - [INFO] - [E:30| 3900]: Train Loss:0.0028241, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:57:22,580 - fb_one_to_x - [INFO] - [E:30| 4000]: Train Loss:0.0028244, Val MRR:0.33568, fb_one_to_x
2023-05-04 03:59:18,214 - fb_one_to_x - [INFO] - [E:30| 4100]: Train Loss:0.0028247, Val MRR:0.33568, fb_one_to_x
2023-05-04 04:01:12,979 - fb_one_to_x - [INFO] - [E:30| 4200]: Train Loss:0.002825, Val MRR:0.33568, fb_one_to_x
2023-05-04 04:02:11,728 - fb_one_to_x - [INFO] - [Epoch:30]: Training Loss:0.002826
2023-05-04 04:02:12,089 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-04 04:02:46,918 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-04 04:02:59,978 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-04 04:03:43,704 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-04 04:03:59,003 - fb_one_to_x - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.4382, Head : 0.23327, Avg : 0.33574
2023-05-04 04:04:00,121 - fb_one_to_x - [INFO] - [Epoch 30]: Training Loss: 0.0028257, Valid MRR: 0.33574,
2023-05-04 04:04:01,452 - fb_one_to_x - [INFO] - [E:31| 0]: Train Loss:0.0027029, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:05:57,113 - fb_one_to_x - [INFO] - [E:31| 100]: Train Loss:0.0027918, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:07:52,041 - fb_one_to_x - [INFO] - [E:31| 200]: Train Loss:0.0027833, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:09:47,805 - fb_one_to_x - [INFO] - [E:31| 300]: Train Loss:0.0027777, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:11:43,144 - fb_one_to_x - [INFO] - [E:31| 400]: Train Loss:0.0027797, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:13:39,425 - fb_one_to_x - [INFO] - [E:31| 500]: Train Loss:0.0027793, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:15:23,959 - fb_one_to_x - [INFO] - [E:31| 600]: Train Loss:0.0027807, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:17:19,546 - fb_one_to_x - [INFO] - [E:31| 700]: Train Loss:0.0027816, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:19:14,377 - fb_one_to_x - [INFO] - [E:31| 800]: Train Loss:0.0027823, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:21:03,937 - fb_one_to_x - [INFO] - [E:31| 900]: Train Loss:0.0027834, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:22:54,365 - fb_one_to_x - [INFO] - [E:31| 1000]: Train Loss:0.0027849, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:24:45,310 - fb_one_to_x - [INFO] - [E:31| 1100]: Train Loss:0.0027873, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:26:34,575 - fb_one_to_x - [INFO] - [E:31| 1200]: Train Loss:0.0027881, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:28:23,712 - fb_one_to_x - [INFO] - [E:31| 1300]: Train Loss:0.0027898, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:30:12,699 - fb_one_to_x - [INFO] - [E:31| 1400]: Train Loss:0.0027908, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:32:02,004 - fb_one_to_x - [INFO] - [E:31| 1500]: Train Loss:0.0027908, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:33:44,951 - fb_one_to_x - [INFO] - [E:31| 1600]: Train Loss:0.0027935, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:35:31,757 - fb_one_to_x - [INFO] - [E:31| 1700]: Train Loss:0.0027945, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:37:20,919 - fb_one_to_x - [INFO] - [E:31| 1800]: Train Loss:0.0027946, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:39:10,284 - fb_one_to_x - [INFO] - [E:31| 1900]: Train Loss:0.0027943, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:40:59,229 - fb_one_to_x - [INFO] - [E:31| 2000]: Train Loss:0.0027961, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:42:48,328 - fb_one_to_x - [INFO] - [E:31| 2100]: Train Loss:0.0027964, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:44:37,730 - fb_one_to_x - [INFO] - [E:31| 2200]: Train Loss:0.0027963, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:46:26,728 - fb_one_to_x - [INFO] - [E:31| 2300]: Train Loss:0.0027968, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:48:18,509 - fb_one_to_x - [INFO] - [E:31| 2400]: Train Loss:0.0027983, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:50:07,584 - fb_one_to_x - [INFO] - [E:31| 2500]: Train Loss:0.0027996, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:51:47,581 - fb_one_to_x - [INFO] - [E:31| 2600]: Train Loss:0.0028007, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:53:36,581 - fb_one_to_x - [INFO] - [E:31| 2700]: Train Loss:0.0028009, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:55:25,822 - fb_one_to_x - [INFO] - [E:31| 2800]: Train Loss:0.0028018, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:57:14,975 - fb_one_to_x - [INFO] - [E:31| 2900]: Train Loss:0.0028026, Val MRR:0.33574, fb_one_to_x
2023-05-04 04:59:04,045 - fb_one_to_x - [INFO] - [E:31| 3000]: Train Loss:0.0028034, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:00:53,132 - fb_one_to_x - [INFO] - [E:31| 3100]: Train Loss:0.0028037, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:02:42,378 - fb_one_to_x - [INFO] - [E:31| 3200]: Train Loss:0.0028039, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:04:31,446 - fb_one_to_x - [INFO] - [E:31| 3300]: Train Loss:0.0028044, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:06:20,716 - fb_one_to_x - [INFO] - [E:31| 3400]: Train Loss:0.0028044, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:08:11,416 - fb_one_to_x - [INFO] - [E:31| 3500]: Train Loss:0.0028048, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:09:51,748 - fb_one_to_x - [INFO] - [E:31| 3600]: Train Loss:0.0028054, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:11:40,863 - fb_one_to_x - [INFO] - [E:31| 3700]: Train Loss:0.0028057, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:13:33,233 - fb_one_to_x - [INFO] - [E:31| 3800]: Train Loss:0.002806, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:15:22,274 - fb_one_to_x - [INFO] - [E:31| 3900]: Train Loss:0.0028062, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:17:11,780 - fb_one_to_x - [INFO] - [E:31| 4000]: Train Loss:0.0028064, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:19:00,832 - fb_one_to_x - [INFO] - [E:31| 4100]: Train Loss:0.0028062, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:20:50,060 - fb_one_to_x - [INFO] - [E:31| 4200]: Train Loss:0.0028064, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:21:45,661 - fb_one_to_x - [INFO] - [Epoch:31]: Training Loss:0.002806
2023-05-04 05:21:46,047 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-04 05:22:18,722 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-04 05:22:31,067 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-04 05:23:11,994 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-04 05:23:27,008 - fb_one_to_x - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.43504, Head : 0.23057, Avg : 0.3328
2023-05-04 05:23:27,009 - fb_one_to_x - [INFO] - [Epoch 31]: Training Loss: 0.0028064, Valid MRR: 0.33574,
2023-05-04 05:23:28,032 - fb_one_to_x - [INFO] - [E:32| 0]: Train Loss:0.002892, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:25:17,311 - fb_one_to_x - [INFO] - [E:32| 100]: Train Loss:0.0027687, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:26:57,499 - fb_one_to_x - [INFO] - [E:32| 200]: Train Loss:0.0027613, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:28:46,674 - fb_one_to_x - [INFO] - [E:32| 300]: Train Loss:0.0027595, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:30:35,880 - fb_one_to_x - [INFO] - [E:32| 400]: Train Loss:0.0027625, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:32:24,715 - fb_one_to_x - [INFO] - [E:32| 500]: Train Loss:0.0027603, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:34:13,942 - fb_one_to_x - [INFO] - [E:32| 600]: Train Loss:0.0027579, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:36:02,928 - fb_one_to_x - [INFO] - [E:32| 700]: Train Loss:0.0027609, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:37:54,586 - fb_one_to_x - [INFO] - [E:32| 800]: Train Loss:0.0027613, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:39:28,938 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', 'gpu': '0', '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': 0.1, 'drop': 0.2, '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}
2023-05-04 05:39:40,626 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 0] fb_one_to_x
2023-05-04 05:39:43,920 - fb_one_to_x - [INFO] - [E:32| 900]: Train Loss:0.002761, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:40:25,957 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 100] fb_one_to_x
2023-05-04 05:40:53,118 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 0] fb_one_to_x
2023-05-04 05:41:32,901 - fb_one_to_x - [INFO] - [E:32| 1000]: Train Loss:0.0027634, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:41:41,059 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 100] fb_one_to_x
2023-05-04 05:42:09,206 - fb_one_to_x - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.43029, Head : 0.23256, Avg : 0.33142
MR: Tail : 149.91, Head : 288.48, Avg : 219.2
Hit-1: Tail : 0.33563, Head : 0.14883, Avg : 0.24223
Hit-3: Tail : 0.47068, Head : 0.25515, Avg : 0.36292
Hit-10: Tail : 0.61952, Head : 0.40096, Avg : 0.51024
2023-05-04 05:43:22,481 - fb_one_to_x - [INFO] - [E:32| 1100]: Train Loss:0.0027646, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:45:02,865 - fb_one_to_x - [INFO] - [E:32| 1200]: Train Loss:0.0027668, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:46:51,800 - fb_one_to_x - [INFO] - [E:32| 1300]: Train Loss:0.0027674, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:48:40,770 - fb_one_to_x - [INFO] - [E:32| 1400]: Train Loss:0.0027675, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:50:29,981 - fb_one_to_x - [INFO] - [E:32| 1500]: Train Loss:0.0027676, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:52:18,808 - fb_one_to_x - [INFO] - [E:32| 1600]: Train Loss:0.0027698, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:54:08,251 - fb_one_to_x - [INFO] - [E:32| 1700]: Train Loss:0.0027699, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:55:57,450 - fb_one_to_x - [INFO] - [E:32| 1800]: Train Loss:0.0027712, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:57:46,665 - fb_one_to_x - [INFO] - [E:32| 1900]: Train Loss:0.0027711, Val MRR:0.33574, fb_one_to_x
2023-05-04 05:59:35,351 - fb_one_to_x - [INFO] - [E:32| 2000]: Train Loss:0.0027718, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:01:26,606 - fb_one_to_x - [INFO] - [E:32| 2100]: Train Loss:0.0027729, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:03:09,197 - fb_one_to_x - [INFO] - [E:32| 2200]: Train Loss:0.0027732, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:04:58,029 - fb_one_to_x - [INFO] - [E:32| 2300]: Train Loss:0.002774, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:06:46,863 - fb_one_to_x - [INFO] - [E:32| 2400]: Train Loss:0.002775, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:08:35,928 - fb_one_to_x - [INFO] - [E:32| 2500]: Train Loss:0.0027752, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:10:24,865 - fb_one_to_x - [INFO] - [E:32| 2600]: Train Loss:0.0027752, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:12:13,890 - fb_one_to_x - [INFO] - [E:32| 2700]: Train Loss:0.0027751, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:14:03,243 - fb_one_to_x - [INFO] - [E:32| 2800]: Train Loss:0.0027761, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:15:52,281 - fb_one_to_x - [INFO] - [E:32| 2900]: Train Loss:0.0027768, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:17:41,293 - fb_one_to_x - [INFO] - [E:32| 3000]: Train Loss:0.0027775, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:19:30,768 - fb_one_to_x - [INFO] - [E:32| 3100]: Train Loss:0.0027781, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:21:10,921 - fb_one_to_x - [INFO] - [E:32| 3200]: Train Loss:0.0027784, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:23:00,260 - fb_one_to_x - [INFO] - [E:32| 3300]: Train Loss:0.002779, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:24:49,296 - fb_one_to_x - [INFO] - [E:32| 3400]: Train Loss:0.0027806, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:26:41,233 - fb_one_to_x - [INFO] - [E:32| 3500]: Train Loss:0.002782, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:28:30,885 - fb_one_to_x - [INFO] - [E:32| 3600]: Train Loss:0.0027831, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:30:19,861 - fb_one_to_x - [INFO] - [E:32| 3700]: Train Loss:0.0027841, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:32:09,217 - fb_one_to_x - [INFO] - [E:32| 3800]: Train Loss:0.0027847, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:33:58,097 - fb_one_to_x - [INFO] - [E:32| 3900]: Train Loss:0.0027842, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:35:46,839 - fb_one_to_x - [INFO] - [E:32| 4000]: Train Loss:0.0027847, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:37:34,403 - fb_one_to_x - [INFO] - [E:32| 4100]: Train Loss:0.0027857, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:39:15,508 - fb_one_to_x - [INFO] - [E:32| 4200]: Train Loss:0.0027865, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:40:11,008 - fb_one_to_x - [INFO] - [Epoch:32]: Training Loss:0.002787
2023-05-04 06:40:11,362 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-04 06:40:43,408 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-04 06:40:55,530 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-04 06:41:36,728 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-04 06:41:51,471 - fb_one_to_x - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.43765, Head : 0.2314, Avg : 0.33452
2023-05-04 06:41:51,471 - fb_one_to_x - [INFO] - [Epoch 32]: Training Loss: 0.002787, Valid MRR: 0.33574,
2023-05-04 06:41:52,512 - fb_one_to_x - [INFO] - [E:33| 0]: Train Loss:0.002855, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:43:41,375 - fb_one_to_x - [INFO] - [E:33| 100]: Train Loss:0.0027336, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:45:30,488 - fb_one_to_x - [INFO] - [E:33| 200]: Train Loss:0.0027456, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:47:19,691 - fb_one_to_x - [INFO] - [E:33| 300]: Train Loss:0.0027401, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:49:09,144 - fb_one_to_x - [INFO] - [E:33| 400]: Train Loss:0.0027384, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:50:58,283 - fb_one_to_x - [INFO] - [E:33| 500]: Train Loss:0.0027386, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:52:51,466 - fb_one_to_x - [INFO] - [E:33| 600]: Train Loss:0.0027367, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:54:41,709 - fb_one_to_x - [INFO] - [E:33| 700]: Train Loss:0.0027376, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:56:21,839 - fb_one_to_x - [INFO] - [E:33| 800]: Train Loss:0.0027408, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:58:10,812 - fb_one_to_x - [INFO] - [E:33| 900]: Train Loss:0.0027406, Val MRR:0.33574, fb_one_to_x
2023-05-04 06:59:59,931 - fb_one_to_x - [INFO] - [E:33| 1000]: Train Loss:0.0027432, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:01:48,934 - fb_one_to_x - [INFO] - [E:33| 1100]: Train Loss:0.0027453, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:03:38,050 - fb_one_to_x - [INFO] - [E:33| 1200]: Train Loss:0.0027473, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:05:27,334 - fb_one_to_x - [INFO] - [E:33| 1300]: Train Loss:0.0027488, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:07:16,397 - fb_one_to_x - [INFO] - [E:33| 1400]: Train Loss:0.0027489, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:09:05,467 - fb_one_to_x - [INFO] - [E:33| 1500]: Train Loss:0.0027494, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:10:54,658 - fb_one_to_x - [INFO] - [E:33| 1600]: Train Loss:0.0027504, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:12:41,848 - fb_one_to_x - [INFO] - [E:33| 1700]: Train Loss:0.0027524, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:14:23,186 - fb_one_to_x - [INFO] - [E:33| 1800]: Train Loss:0.0027548, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:16:15,526 - fb_one_to_x - [INFO] - [E:33| 1900]: Train Loss:0.0027549, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:18:04,711 - fb_one_to_x - [INFO] - [E:33| 2000]: Train Loss:0.0027546, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:19:53,804 - fb_one_to_x - [INFO] - [E:33| 2100]: Train Loss:0.0027559, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:21:43,061 - fb_one_to_x - [INFO] - [E:33| 2200]: Train Loss:0.0027572, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:23:32,163 - fb_one_to_x - [INFO] - [E:33| 2300]: Train Loss:0.0027585, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:25:21,311 - fb_one_to_x - [INFO] - [E:33| 2400]: Train Loss:0.0027597, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:27:10,839 - fb_one_to_x - [INFO] - [E:33| 2500]: Train Loss:0.0027603, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:29:00,007 - fb_one_to_x - [INFO] - [E:33| 2600]: Train Loss:0.0027618, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:30:43,239 - fb_one_to_x - [INFO] - [E:33| 2700]: Train Loss:0.0027628, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:32:29,076 - fb_one_to_x - [INFO] - [E:33| 2800]: Train Loss:0.0027632, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:34:18,197 - fb_one_to_x - [INFO] - [E:33| 2900]: Train Loss:0.0027626, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:36:07,200 - fb_one_to_x - [INFO] - [E:33| 3000]: Train Loss:0.0027626, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:37:56,334 - fb_one_to_x - [INFO] - [E:33| 3100]: Train Loss:0.0027626, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:39:45,352 - fb_one_to_x - [INFO] - [E:33| 3200]: Train Loss:0.002763, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:41:37,864 - fb_one_to_x - [INFO] - [E:33| 3300]: Train Loss:0.0027636, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:43:27,497 - fb_one_to_x - [INFO] - [E:33| 3400]: Train Loss:0.0027641, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:45:17,969 - fb_one_to_x - [INFO] - [E:33| 3500]: Train Loss:0.0027652, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:47:07,843 - fb_one_to_x - [INFO] - [E:33| 3600]: Train Loss:0.0027664, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:48:47,328 - fb_one_to_x - [INFO] - [E:33| 3700]: Train Loss:0.0027672, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:50:36,570 - fb_one_to_x - [INFO] - [E:33| 3800]: Train Loss:0.0027675, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:52:25,788 - fb_one_to_x - [INFO] - [E:33| 3900]: Train Loss:0.0027678, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:54:14,941 - fb_one_to_x - [INFO] - [E:33| 4000]: Train Loss:0.002768, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:56:04,014 - fb_one_to_x - [INFO] - [E:33| 4100]: Train Loss:0.0027685, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:57:53,481 - fb_one_to_x - [INFO] - [E:33| 4200]: Train Loss:0.0027687, Val MRR:0.33574, fb_one_to_x
2023-05-04 07:58:48,819 - fb_one_to_x - [INFO] - [Epoch:33]: Training Loss:0.002769
2023-05-04 07:58:49,128 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 0] fb_one_to_x
2023-05-04 07:59:21,209 - fb_one_to_x - [INFO] - [Valid, Tail_Batch Step 100] fb_one_to_x
2023-05-04 07:59:33,298 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 0] fb_one_to_x
2023-05-04 08:00:14,190 - fb_one_to_x - [INFO] - [Valid, Head_Batch Step 100] fb_one_to_x
2023-05-04 08:00:29,027 - fb_one_to_x - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.43787, Head : 0.23073, Avg : 0.3343
2023-05-04 08:00:29,028 - fb_one_to_x - [INFO] - [Epoch 33]: Training Loss: 0.002769, Valid MRR: 0.33574,
2023-05-04 08:00:30,254 - fb_one_to_x - [INFO] - [E:34| 0]: Train Loss:0.0024758, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:02:19,365 - fb_one_to_x - [INFO] - [E:34| 100]: Train Loss:0.0027202, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:04:08,302 - fb_one_to_x - [INFO] - [E:34| 200]: Train Loss:0.0027271, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:05:57,167 - fb_one_to_x - [INFO] - [E:34| 300]: Train Loss:0.002725, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:07:40,139 - fb_one_to_x - [INFO] - [E:34| 400]: Train Loss:0.0027224, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:09:29,417 - fb_one_to_x - [INFO] - [E:34| 500]: Train Loss:0.0027233, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:11:18,637 - fb_one_to_x - [INFO] - [E:34| 600]: Train Loss:0.0027256, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:13:07,615 - fb_one_to_x - [INFO] - [E:34| 700]: Train Loss:0.002726, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:14:56,506 - fb_one_to_x - [INFO] - [E:34| 800]: Train Loss:0.0027263, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:16:45,840 - fb_one_to_x - [INFO] - [E:34| 900]: Train Loss:0.0027308, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:18:35,223 - fb_one_to_x - [INFO] - [E:34| 1000]: Train Loss:0.0027306, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:20:24,696 - fb_one_to_x - [INFO] - [E:34| 1100]: Train Loss:0.0027325, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:22:13,735 - fb_one_to_x - [INFO] - [E:34| 1200]: Train Loss:0.0027353, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:23:53,161 - fb_one_to_x - [INFO] - [E:34| 1300]: Train Loss:0.0027363, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:25:42,225 - fb_one_to_x - [INFO] - [E:34| 1400]: Train Loss:0.002737, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:27:31,384 - fb_one_to_x - [INFO] - [E:34| 1500]: Train Loss:0.0027362, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:29:20,404 - fb_one_to_x - [INFO] - [E:34| 1600]: Train Loss:0.0027362, Val MRR:0.33574, fb_one_to_x
2023-05-04 08:31:12,139 - fb_one_to_x - [INFO] - [E:34| 1700]: Train Loss:0.0027362, Val MRR:0.33574, fb_one_to_x
update viz util
2023-06-24 04:11:17 +00:00
2023-05-04 08:55:56,065 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', 'gpu': '0', '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': 0.1, 'drop': 0.2, '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}
2023-05-04 08:56:07,953 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 0] fb_one_to_x
2023-05-04 08:56:53,173 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 100] fb_one_to_x
2023-05-04 08:57:20,187 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 0] fb_one_to_x
2023-05-04 08:58:08,090 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 100] fb_one_to_x
2023-05-04 08:58:36,338 - fb_one_to_x - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.43029, Head : 0.23256, Avg : 0.33142
MR: Tail : 149.91, Head : 288.48, Avg : 219.2
Hit-1: Tail : 0.33563, Head : 0.14883, Avg : 0.24223
Hit-3: Tail : 0.47068, Head : 0.25515, Avg : 0.36292
Hit-10: Tail : 0.61952, Head : 0.40096, Avg : 0.51024
2023-05-04 09:03:55,555 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', 'gpu': '0', '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': 0.1, 'drop': 0.2, '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}
2023-05-04 09:04:07,491 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 0] fb_one_to_x
2023-05-04 09:04:52,620 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 100] fb_one_to_x
2023-05-04 09:05:19,645 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 0] fb_one_to_x
2023-05-04 09:06:07,591 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 100] fb_one_to_x
2023-05-04 09:06:35,660 - fb_one_to_x - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.43029, Head : 0.23256, Avg : 0.33142
MR: Tail : 149.91, Head : 288.48, Avg : 219.2
Hit-1: Tail : 0.33563, Head : 0.14883, Avg : 0.24223
Hit-3: Tail : 0.47068, Head : 0.25515, Avg : 0.36292
Hit-10: Tail : 0.61952, Head : 0.40096, Avg : 0.51024
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