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Thesis/log/ice0003_2

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update viz util
2023-06-24 04:11:17 +00:00
2023-05-17 17:39:36,879 - ice0003_2 - [INFO] - {'dataset': 'icews14', 'name': 'ice0003_2', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-05-17 17:39:45,321 - ice0003_2 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice0003_2
2023-05-17 17:41:27,620 - ice0003_2 - [INFO] - [E:0| 100]: Train Loss:0.56753, Val MRR:0.0, ice0003_2
2023-05-17 17:43:09,753 - ice0003_2 - [INFO] - [E:0| 200]: Train Loss:0.46933, Val MRR:0.0, ice0003_2
2023-05-17 17:44:52,079 - ice0003_2 - [INFO] - [E:0| 300]: Train Loss:0.39689, Val MRR:0.0, ice0003_2
2023-05-17 17:46:30,219 - ice0003_2 - [INFO] - [E:0| 400]: Train Loss:0.3424, Val MRR:0.0, ice0003_2
2023-05-17 17:48:06,408 - ice0003_2 - [INFO] - [E:0| 500]: Train Loss:0.30042, Val MRR:0.0, ice0003_2
2023-05-17 17:49:48,412 - ice0003_2 - [INFO] - [E:0| 600]: Train Loss:0.26729, Val MRR:0.0, ice0003_2
2023-05-17 17:51:30,100 - ice0003_2 - [INFO] - [E:0| 700]: Train Loss:0.24058, Val MRR:0.0, ice0003_2
2023-05-17 17:53:13,588 - ice0003_2 - [INFO] - [E:0| 800]: Train Loss:0.21863, Val MRR:0.0, ice0003_2
2023-05-17 17:54:55,439 - ice0003_2 - [INFO] - [E:0| 900]: Train Loss:0.2003, Val MRR:0.0, ice0003_2
2023-05-17 17:55:58,584 - ice0003_2 - [INFO] - [Epoch:0]: Training Loss:0.189
2023-05-17 17:55:59,099 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 17:56:22,020 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 17:56:44,978 - ice0003_2 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.01678, Head : 0.01259, Avg : 0.01468
2023-05-17 17:56:46,209 - ice0003_2 - [INFO] - [Epoch 0]: Training Loss: 0.18903, Valid MRR: 0.01468,
2023-05-17 17:56:47,588 - ice0003_2 - [INFO] - [E:1| 0]: Train Loss:0.043383, Val MRR:0.01468, ice0003_2
2023-05-17 17:58:29,923 - ice0003_2 - [INFO] - [E:1| 100]: Train Loss:0.039985, Val MRR:0.01468, ice0003_2
2023-05-17 18:00:12,106 - ice0003_2 - [INFO] - [E:1| 200]: Train Loss:0.037179, Val MRR:0.01468, ice0003_2
2023-05-17 18:01:54,538 - ice0003_2 - [INFO] - [E:1| 300]: Train Loss:0.034742, Val MRR:0.01468, ice0003_2
2023-05-17 18:03:35,663 - ice0003_2 - [INFO] - [E:1| 400]: Train Loss:0.032605, Val MRR:0.01468, ice0003_2
2023-05-17 18:05:08,485 - ice0003_2 - [INFO] - [E:1| 500]: Train Loss:0.03072, Val MRR:0.01468, ice0003_2
2023-05-17 18:06:50,275 - ice0003_2 - [INFO] - [E:1| 600]: Train Loss:0.029041, Val MRR:0.01468, ice0003_2
2023-05-17 18:08:33,267 - ice0003_2 - [INFO] - [E:1| 700]: Train Loss:0.027539, Val MRR:0.01468, ice0003_2
2023-05-17 18:10:15,442 - ice0003_2 - [INFO] - [E:1| 800]: Train Loss:0.026184, Val MRR:0.01468, ice0003_2
2023-05-17 18:11:57,927 - ice0003_2 - [INFO] - [E:1| 900]: Train Loss:0.02496, Val MRR:0.01468, ice0003_2
2023-05-17 18:12:59,953 - ice0003_2 - [INFO] - [Epoch:1]: Training Loss:0.02416
2023-05-17 18:13:00,248 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 18:13:23,263 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 18:13:46,268 - ice0003_2 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.08505, Head : 0.06043, Avg : 0.07274
2023-05-17 18:13:47,713 - ice0003_2 - [INFO] - [Epoch 1]: Training Loss: 0.024161, Valid MRR: 0.07274,
2023-05-17 18:13:48,911 - ice0003_2 - [INFO] - [E:2| 0]: Train Loss:0.013577, Val MRR:0.07274, ice0003_2
2023-05-17 18:15:31,260 - ice0003_2 - [INFO] - [E:2| 100]: Train Loss:0.012983, Val MRR:0.07274, ice0003_2
2023-05-17 18:17:13,584 - ice0003_2 - [INFO] - [E:2| 200]: Train Loss:0.012456, Val MRR:0.07274, ice0003_2
2023-05-17 18:18:58,207 - ice0003_2 - [INFO] - [E:2| 300]: Train Loss:0.011971, Val MRR:0.07274, ice0003_2
2023-05-17 18:20:39,373 - ice0003_2 - [INFO] - [E:2| 400]: Train Loss:0.011523, Val MRR:0.07274, ice0003_2
2023-05-17 18:22:11,534 - ice0003_2 - [INFO] - [E:2| 500]: Train Loss:0.011112, Val MRR:0.07274, ice0003_2
2023-05-17 18:23:53,873 - ice0003_2 - [INFO] - [E:2| 600]: Train Loss:0.010733, Val MRR:0.07274, ice0003_2
2023-05-17 18:25:35,823 - ice0003_2 - [INFO] - [E:2| 700]: Train Loss:0.010379, Val MRR:0.07274, ice0003_2
2023-05-17 18:27:18,781 - ice0003_2 - [INFO] - [E:2| 800]: Train Loss:0.01005, Val MRR:0.07274, ice0003_2
2023-05-17 18:29:01,690 - ice0003_2 - [INFO] - [E:2| 900]: Train Loss:0.0097433, Val MRR:0.07274, ice0003_2
2023-05-17 18:30:03,924 - ice0003_2 - [INFO] - [Epoch:2]: Training Loss:0.009538
2023-05-17 18:30:04,301 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 18:30:27,764 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 18:30:50,179 - ice0003_2 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.09548, Head : 0.06642, Avg : 0.08095
2023-05-17 18:30:51,467 - ice0003_2 - [INFO] - [Epoch 2]: Training Loss: 0.0095384, Valid MRR: 0.08095,
2023-05-17 18:30:52,636 - ice0003_2 - [INFO] - [E:3| 0]: Train Loss:0.0067991, Val MRR:0.08095, ice0003_2
2023-05-17 18:32:34,182 - ice0003_2 - [INFO] - [E:3| 100]: Train Loss:0.0065974, Val MRR:0.08095, ice0003_2
2023-05-17 18:34:14,568 - ice0003_2 - [INFO] - [E:3| 200]: Train Loss:0.0064249, Val MRR:0.08095, ice0003_2
2023-05-17 18:35:56,368 - ice0003_2 - [INFO] - [E:3| 300]: Train Loss:0.0062617, Val MRR:0.08095, ice0003_2
2023-05-17 18:37:38,618 - ice0003_2 - [INFO] - [E:3| 400]: Train Loss:0.0061088, Val MRR:0.08095, ice0003_2
2023-05-17 18:39:11,353 - ice0003_2 - [INFO] - [E:3| 500]: Train Loss:0.0059661, Val MRR:0.08095, ice0003_2
2023-05-17 18:40:53,804 - ice0003_2 - [INFO] - [E:3| 600]: Train Loss:0.0058302, Val MRR:0.08095, ice0003_2
2023-05-17 18:42:36,677 - ice0003_2 - [INFO] - [E:3| 700]: Train Loss:0.0057027, Val MRR:0.08095, ice0003_2
2023-05-17 18:44:19,074 - ice0003_2 - [INFO] - [E:3| 800]: Train Loss:0.0055826, Val MRR:0.08095, ice0003_2
2023-05-17 18:46:01,914 - ice0003_2 - [INFO] - [E:3| 900]: Train Loss:0.0054674, Val MRR:0.08095, ice0003_2
2023-05-17 18:47:03,647 - ice0003_2 - [INFO] - [Epoch:3]: Training Loss:0.005391
2023-05-17 18:47:03,963 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 18:47:26,765 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 18:47:48,866 - ice0003_2 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.09407, Head : 0.06919, Avg : 0.08163
2023-05-17 18:47:50,120 - ice0003_2 - [INFO] - [Epoch 3]: Training Loss: 0.0053905, Valid MRR: 0.08163,
2023-05-17 18:47:50,946 - ice0003_2 - [INFO] - [E:4| 0]: Train Loss:0.0043362, Val MRR:0.08163, ice0003_2
2023-05-17 18:49:32,994 - ice0003_2 - [INFO] - [E:4| 100]: Train Loss:0.0042673, Val MRR:0.08163, ice0003_2
2023-05-17 18:51:15,395 - ice0003_2 - [INFO] - [E:4| 200]: Train Loss:0.0041979, Val MRR:0.08163, ice0003_2
2023-05-17 18:52:57,740 - ice0003_2 - [INFO] - [E:4| 300]: Train Loss:0.0041307, Val MRR:0.08163, ice0003_2
2023-05-17 18:54:40,968 - ice0003_2 - [INFO] - [E:4| 400]: Train Loss:0.0040666, Val MRR:0.08163, ice0003_2
2023-05-17 18:56:13,668 - ice0003_2 - [INFO] - [E:4| 500]: Train Loss:0.0040058, Val MRR:0.08163, ice0003_2
2023-05-17 18:57:57,232 - ice0003_2 - [INFO] - [E:4| 600]: Train Loss:0.0039469, Val MRR:0.08163, ice0003_2
2023-05-17 18:59:40,175 - ice0003_2 - [INFO] - [E:4| 700]: Train Loss:0.0038913, Val MRR:0.08163, ice0003_2
2023-05-17 19:01:23,152 - ice0003_2 - [INFO] - [E:4| 800]: Train Loss:0.0038379, Val MRR:0.08163, ice0003_2
2023-05-17 19:03:04,864 - ice0003_2 - [INFO] - [E:4| 900]: Train Loss:0.0037879, Val MRR:0.08163, ice0003_2
2023-05-17 19:04:06,213 - ice0003_2 - [INFO] - [Epoch:4]: Training Loss:0.003754
2023-05-17 19:04:06,467 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 19:04:29,896 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 19:04:52,807 - ice0003_2 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.10046, Head : 0.06955, Avg : 0.085
2023-05-17 19:04:54,057 - ice0003_2 - [INFO] - [Epoch 4]: Training Loss: 0.0037543, Valid MRR: 0.085,
2023-05-17 19:04:55,272 - ice0003_2 - [INFO] - [E:5| 0]: Train Loss:0.0032919, Val MRR:0.085, ice0003_2
2023-05-17 19:06:40,644 - ice0003_2 - [INFO] - [E:5| 100]: Train Loss:0.0032596, Val MRR:0.085, ice0003_2
2023-05-17 19:08:22,946 - ice0003_2 - [INFO] - [E:5| 200]: Train Loss:0.0032259, Val MRR:0.085, ice0003_2
2023-05-17 19:10:04,979 - ice0003_2 - [INFO] - [E:5| 300]: Train Loss:0.0031939, Val MRR:0.085, ice0003_2
2023-05-17 19:11:47,574 - ice0003_2 - [INFO] - [E:5| 400]: Train Loss:0.0031629, Val MRR:0.085, ice0003_2
2023-05-17 19:13:19,799 - ice0003_2 - [INFO] - [E:5| 500]: Train Loss:0.003134, Val MRR:0.085, ice0003_2
2023-05-17 19:15:03,045 - ice0003_2 - [INFO] - [E:5| 600]: Train Loss:0.0031068, Val MRR:0.085, ice0003_2
2023-05-17 19:16:45,220 - ice0003_2 - [INFO] - [E:5| 700]: Train Loss:0.0030811, Val MRR:0.085, ice0003_2
2023-05-17 19:18:26,334 - ice0003_2 - [INFO] - [E:5| 800]: Train Loss:0.003056, Val MRR:0.085, ice0003_2
2023-05-17 19:20:09,377 - ice0003_2 - [INFO] - [E:5| 900]: Train Loss:0.0030331, Val MRR:0.085, ice0003_2
2023-05-17 19:21:16,855 - ice0003_2 - [INFO] - [Epoch:5]: Training Loss:0.003017
2023-05-17 19:21:17,072 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 19:21:34,423 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 19:21:57,422 - ice0003_2 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.09656, Head : 0.07051, Avg : 0.08353
2023-05-17 19:21:57,423 - ice0003_2 - [INFO] - [Epoch 5]: Training Loss: 0.0030171, Valid MRR: 0.085,
2023-05-17 19:21:58,531 - ice0003_2 - [INFO] - [E:6| 0]: Train Loss:0.0028395, Val MRR:0.085, ice0003_2
2023-05-17 19:23:41,047 - ice0003_2 - [INFO] - [E:6| 100]: Train Loss:0.0027833, Val MRR:0.085, ice0003_2
2023-05-17 19:25:23,669 - ice0003_2 - [INFO] - [E:6| 200]: Train Loss:0.0027689, Val MRR:0.085, ice0003_2
2023-05-17 19:27:06,091 - ice0003_2 - [INFO] - [E:6| 300]: Train Loss:0.0027526, Val MRR:0.085, ice0003_2
2023-05-17 19:28:48,489 - ice0003_2 - [INFO] - [E:6| 400]: Train Loss:0.0027398, Val MRR:0.085, ice0003_2
2023-05-17 19:30:21,153 - ice0003_2 - [INFO] - [E:6| 500]: Train Loss:0.0027255, Val MRR:0.085, ice0003_2
2023-05-17 19:32:02,474 - ice0003_2 - [INFO] - [E:6| 600]: Train Loss:0.0027124, Val MRR:0.085, ice0003_2
2023-05-17 19:33:45,196 - ice0003_2 - [INFO] - [E:6| 700]: Train Loss:0.0027003, Val MRR:0.085, ice0003_2
2023-05-17 19:35:27,690 - ice0003_2 - [INFO] - [E:6| 800]: Train Loss:0.0026885, Val MRR:0.085, ice0003_2
2023-05-17 19:37:10,529 - ice0003_2 - [INFO] - [E:6| 900]: Train Loss:0.0026775, Val MRR:0.085, ice0003_2
2023-05-17 19:38:21,656 - ice0003_2 - [INFO] - [Epoch:6]: Training Loss:0.00267
2023-05-17 19:38:21,874 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 19:38:35,754 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 19:38:58,122 - ice0003_2 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.09857, Head : 0.07226, Avg : 0.08542
2023-05-17 19:39:00,535 - ice0003_2 - [INFO] - [Epoch 6]: Training Loss: 0.0026698, Valid MRR: 0.08542,
2023-05-17 19:39:01,382 - ice0003_2 - [INFO] - [E:7| 0]: Train Loss:0.0026393, Val MRR:0.08542, ice0003_2
2023-05-17 19:40:44,531 - ice0003_2 - [INFO] - [E:7| 100]: Train Loss:0.0025574, Val MRR:0.08542, ice0003_2
2023-05-17 19:42:27,548 - ice0003_2 - [INFO] - [E:7| 200]: Train Loss:0.0025521, Val MRR:0.08542, ice0003_2
2023-05-17 19:44:10,630 - ice0003_2 - [INFO] - [E:7| 300]: Train Loss:0.0025449, Val MRR:0.08542, ice0003_2
2023-05-17 19:45:52,979 - ice0003_2 - [INFO] - [E:7| 400]: Train Loss:0.0025383, Val MRR:0.08542, ice0003_2
2023-05-17 19:47:24,350 - ice0003_2 - [INFO] - [E:7| 500]: Train Loss:0.0025323, Val MRR:0.08542, ice0003_2
2023-05-17 19:49:06,803 - ice0003_2 - [INFO] - [E:7| 600]: Train Loss:0.0025268, Val MRR:0.08542, ice0003_2
2023-05-17 19:50:48,480 - ice0003_2 - [INFO] - [E:7| 700]: Train Loss:0.0025222, Val MRR:0.08542, ice0003_2
2023-05-17 19:52:29,998 - ice0003_2 - [INFO] - [E:7| 800]: Train Loss:0.002517, Val MRR:0.08542, ice0003_2
2023-05-17 19:54:15,356 - ice0003_2 - [INFO] - [E:7| 900]: Train Loss:0.0025123, Val MRR:0.08542, ice0003_2
2023-05-17 19:55:27,508 - ice0003_2 - [INFO] - [Epoch:7]: Training Loss:0.002509
2023-05-17 19:55:28,011 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 19:55:46,962 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 19:56:02,461 - ice0003_2 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.10149, Head : 0.07705, Avg : 0.08927
2023-05-17 19:56:03,909 - ice0003_2 - [INFO] - [Epoch 7]: Training Loss: 0.0025085, Valid MRR: 0.08927,
2023-05-17 19:56:05,113 - ice0003_2 - [INFO] - [E:8| 0]: Train Loss:0.0024267, Val MRR:0.08927, ice0003_2
2023-05-17 19:57:47,489 - ice0003_2 - [INFO] - [E:8| 100]: Train Loss:0.002458, Val MRR:0.08927, ice0003_2
2023-05-17 19:59:29,661 - ice0003_2 - [INFO] - [E:8| 200]: Train Loss:0.0024571, Val MRR:0.08927, ice0003_2
2023-05-17 20:01:10,693 - ice0003_2 - [INFO] - [E:8| 300]: Train Loss:0.0024543, Val MRR:0.08927, ice0003_2
2023-05-17 20:02:53,277 - ice0003_2 - [INFO] - [E:8| 400]: Train Loss:0.0024519, Val MRR:0.08927, ice0003_2
2023-05-17 20:04:27,421 - ice0003_2 - [INFO] - [E:8| 500]: Train Loss:0.0024493, Val MRR:0.08927, ice0003_2
2023-05-17 20:06:07,457 - ice0003_2 - [INFO] - [E:8| 600]: Train Loss:0.0024471, Val MRR:0.08927, ice0003_2
2023-05-17 20:07:49,565 - ice0003_2 - [INFO] - [E:8| 700]: Train Loss:0.0024441, Val MRR:0.08927, ice0003_2
2023-05-17 20:09:31,819 - ice0003_2 - [INFO] - [E:8| 800]: Train Loss:0.0024415, Val MRR:0.08927, ice0003_2
2023-05-17 20:11:13,785 - ice0003_2 - [INFO] - [E:8| 900]: Train Loss:0.002439, Val MRR:0.08927, ice0003_2
2023-05-17 20:12:26,030 - ice0003_2 - [INFO] - [Epoch:8]: Training Loss:0.002438
2023-05-17 20:12:26,545 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 20:12:49,572 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 20:13:06,572 - ice0003_2 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.14319, Head : 0.11021, Avg : 0.1267
2023-05-17 20:13:07,990 - ice0003_2 - [INFO] - [Epoch 8]: Training Loss: 0.0024376, Valid MRR: 0.1267,
2023-05-17 20:13:08,638 - ice0003_2 - [INFO] - [E:9| 0]: Train Loss:0.0023689, Val MRR:0.1267, ice0003_2
2023-05-17 20:14:46,403 - ice0003_2 - [INFO] - [E:9| 100]: Train Loss:0.0024145, Val MRR:0.1267, ice0003_2
2023-05-17 20:16:28,325 - ice0003_2 - [INFO] - [E:9| 200]: Train Loss:0.0024151, Val MRR:0.1267, ice0003_2
2023-05-17 20:18:10,915 - ice0003_2 - [INFO] - [E:9| 300]: Train Loss:0.0024147, Val MRR:0.1267, ice0003_2
2023-05-17 20:19:53,480 - ice0003_2 - [INFO] - [E:9| 400]: Train Loss:0.0024144, Val MRR:0.1267, ice0003_2
2023-05-17 20:21:34,987 - ice0003_2 - [INFO] - [E:9| 500]: Train Loss:0.0024118, Val MRR:0.1267, ice0003_2
2023-05-17 20:23:08,443 - ice0003_2 - [INFO] - [E:9| 600]: Train Loss:0.0024105, Val MRR:0.1267, ice0003_2
2023-05-17 20:24:50,629 - ice0003_2 - [INFO] - [E:9| 700]: Train Loss:0.0024085, Val MRR:0.1267, ice0003_2
2023-05-17 20:26:32,298 - ice0003_2 - [INFO] - [E:9| 800]: Train Loss:0.0024074, Val MRR:0.1267, ice0003_2
2023-05-17 20:28:14,183 - ice0003_2 - [INFO] - [E:9| 900]: Train Loss:0.002405, Val MRR:0.1267, ice0003_2
2023-05-17 20:29:25,316 - ice0003_2 - [INFO] - [Epoch:9]: Training Loss:0.002404
2023-05-17 20:29:25,746 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 20:29:48,155 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 20:30:06,611 - ice0003_2 - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.16359, Head : 0.12815, Avg : 0.14587
MR: Tail : 622.29, Head : 746.96, Avg : 684.63
Hit-1: Tail : 0.09819, Head : 0.0795, Avg : 0.08885
Hit-3: Tail : 0.17806, Head : 0.12781, Avg : 0.15293
Hit-10: Tail : 0.28644, Head : 0.22576, Avg : 0.2561
2023-05-17 20:30:08,030 - ice0003_2 - [INFO] - [Epoch 9]: Training Loss: 0.0024038, Valid MRR: 0.14587,
2023-05-17 20:30:08,679 - ice0003_2 - [INFO] - [E:10| 0]: Train Loss:0.0024132, Val MRR:0.14587, ice0003_2
2023-05-17 20:31:45,938 - ice0003_2 - [INFO] - [E:10| 100]: Train Loss:0.00238, Val MRR:0.14587, ice0003_2
2023-05-17 20:33:28,816 - ice0003_2 - [INFO] - [E:10| 200]: Train Loss:0.0023851, Val MRR:0.14587, ice0003_2
2023-05-17 20:35:11,909 - ice0003_2 - [INFO] - [E:10| 300]: Train Loss:0.0023839, Val MRR:0.14587, ice0003_2
2023-05-17 20:36:55,399 - ice0003_2 - [INFO] - [E:10| 400]: Train Loss:0.0023799, Val MRR:0.14587, ice0003_2
2023-05-17 20:38:38,656 - ice0003_2 - [INFO] - [E:10| 500]: Train Loss:0.0023797, Val MRR:0.14587, ice0003_2
2023-05-17 20:40:10,962 - ice0003_2 - [INFO] - [E:10| 600]: Train Loss:0.002379, Val MRR:0.14587, ice0003_2
2023-05-17 20:41:55,773 - ice0003_2 - [INFO] - [E:10| 700]: Train Loss:0.0023778, Val MRR:0.14587, ice0003_2
2023-05-17 20:43:37,630 - ice0003_2 - [INFO] - [E:10| 800]: Train Loss:0.0023762, Val MRR:0.14587, ice0003_2
2023-05-17 20:45:19,861 - ice0003_2 - [INFO] - [E:10| 900]: Train Loss:0.0023748, Val MRR:0.14587, ice0003_2
2023-05-17 20:46:32,695 - ice0003_2 - [INFO] - [Epoch:10]: Training Loss:0.002374
2023-05-17 20:46:33,035 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 20:46:56,964 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 20:47:19,613 - ice0003_2 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.20759, Head : 0.16085, Avg : 0.18422
2023-05-17 20:47:20,875 - ice0003_2 - [INFO] - [Epoch 10]: Training Loss: 0.0023742, Valid MRR: 0.18422,
2023-05-17 20:47:21,975 - ice0003_2 - [INFO] - [E:11| 0]: Train Loss:0.0024344, Val MRR:0.18422, ice0003_2
2023-05-17 20:48:54,915 - ice0003_2 - [INFO] - [E:11| 100]: Train Loss:0.0023508, Val MRR:0.18422, ice0003_2
2023-05-17 20:50:38,128 - ice0003_2 - [INFO] - [E:11| 200]: Train Loss:0.0023516, Val MRR:0.18422, ice0003_2
2023-05-17 20:52:20,952 - ice0003_2 - [INFO] - [E:11| 300]: Train Loss:0.0023533, Val MRR:0.18422, ice0003_2
2023-05-17 20:54:03,538 - ice0003_2 - [INFO] - [E:11| 400]: Train Loss:0.0023525, Val MRR:0.18422, ice0003_2
2023-05-17 20:55:45,951 - ice0003_2 - [INFO] - [E:11| 500]: Train Loss:0.0023505, Val MRR:0.18422, ice0003_2
2023-05-17 20:57:17,810 - ice0003_2 - [INFO] - [E:11| 600]: Train Loss:0.0023486, Val MRR:0.18422, ice0003_2
2023-05-17 20:58:58,468 - ice0003_2 - [INFO] - [E:11| 700]: Train Loss:0.0023465, Val MRR:0.18422, ice0003_2
2023-05-17 21:00:40,193 - ice0003_2 - [INFO] - [E:11| 800]: Train Loss:0.0023458, Val MRR:0.18422, ice0003_2
2023-05-17 21:02:22,630 - ice0003_2 - [INFO] - [E:11| 900]: Train Loss:0.0023445, Val MRR:0.18422, ice0003_2
2023-05-17 21:03:34,494 - ice0003_2 - [INFO] - [Epoch:11]: Training Loss:0.002344
2023-05-17 21:03:35,012 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 21:03:58,102 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 21:04:21,225 - ice0003_2 - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.24335, Head : 0.19225, Avg : 0.2178
2023-05-17 21:04:22,455 - ice0003_2 - [INFO] - [Epoch 11]: Training Loss: 0.0023441, Valid MRR: 0.2178,
2023-05-17 21:04:23,805 - ice0003_2 - [INFO] - [E:12| 0]: Train Loss:0.0023359, Val MRR:0.2178, ice0003_2
2023-05-17 21:05:55,831 - ice0003_2 - [INFO] - [E:12| 100]: Train Loss:0.0023289, Val MRR:0.2178, ice0003_2
2023-05-17 21:07:38,556 - ice0003_2 - [INFO] - [E:12| 200]: Train Loss:0.0023271, Val MRR:0.2178, ice0003_2
2023-05-17 21:09:21,277 - ice0003_2 - [INFO] - [E:12| 300]: Train Loss:0.0023235, Val MRR:0.2178, ice0003_2
2023-05-17 21:11:03,867 - ice0003_2 - [INFO] - [E:12| 400]: Train Loss:0.0023229, Val MRR:0.2178, ice0003_2
2023-05-17 21:12:44,590 - ice0003_2 - [INFO] - [E:12| 500]: Train Loss:0.0023223, Val MRR:0.2178, ice0003_2
2023-05-17 21:14:16,720 - ice0003_2 - [INFO] - [E:12| 600]: Train Loss:0.0023213, Val MRR:0.2178, ice0003_2
2023-05-17 21:16:00,341 - ice0003_2 - [INFO] - [E:12| 700]: Train Loss:0.002321, Val MRR:0.2178, ice0003_2
2023-05-17 21:17:43,452 - ice0003_2 - [INFO] - [E:12| 800]: Train Loss:0.0023195, Val MRR:0.2178, ice0003_2
2023-05-17 21:19:26,059 - ice0003_2 - [INFO] - [E:12| 900]: Train Loss:0.002318, Val MRR:0.2178, ice0003_2
2023-05-17 21:20:38,628 - ice0003_2 - [INFO] - [Epoch:12]: Training Loss:0.002317
2023-05-17 21:20:38,950 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 21:21:02,178 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 21:21:25,342 - ice0003_2 - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.26304, Head : 0.20897, Avg : 0.236
2023-05-17 21:21:26,602 - ice0003_2 - [INFO] - [Epoch 12]: Training Loss: 0.0023175, Valid MRR: 0.236,
2023-05-17 21:21:27,961 - ice0003_2 - [INFO] - [E:13| 0]: Train Loss:0.0022455, Val MRR:0.236, ice0003_2
2023-05-17 21:23:00,510 - ice0003_2 - [INFO] - [E:13| 100]: Train Loss:0.0022967, Val MRR:0.236, ice0003_2
2023-05-17 21:24:42,922 - ice0003_2 - [INFO] - [E:13| 200]: Train Loss:0.0023007, Val MRR:0.236, ice0003_2
2023-05-17 21:26:25,011 - ice0003_2 - [INFO] - [E:13| 300]: Train Loss:0.0022995, Val MRR:0.236, ice0003_2
2023-05-17 21:28:09,406 - ice0003_2 - [INFO] - [E:13| 400]: Train Loss:0.0022994, Val MRR:0.236, ice0003_2
2023-05-17 21:29:51,820 - ice0003_2 - [INFO] - [E:13| 500]: Train Loss:0.0022977, Val MRR:0.236, ice0003_2
2023-05-17 21:31:24,042 - ice0003_2 - [INFO] - [E:13| 600]: Train Loss:0.002296, Val MRR:0.236, ice0003_2
2023-05-17 21:33:06,359 - ice0003_2 - [INFO] - [E:13| 700]: Train Loss:0.002295, Val MRR:0.236, ice0003_2
2023-05-17 21:34:48,915 - ice0003_2 - [INFO] - [E:13| 800]: Train Loss:0.0022946, Val MRR:0.236, ice0003_2
2023-05-17 21:36:31,668 - ice0003_2 - [INFO] - [E:13| 900]: Train Loss:0.0022945, Val MRR:0.236, ice0003_2
2023-05-17 21:37:45,011 - ice0003_2 - [INFO] - [Epoch:13]: Training Loss:0.002294
2023-05-17 21:37:45,361 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 21:38:09,361 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 21:38:32,471 - ice0003_2 - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.27858, Head : 0.22157, Avg : 0.25008
2023-05-17 21:38:33,842 - ice0003_2 - [INFO] - [Epoch 13]: Training Loss: 0.0022942, Valid MRR: 0.25008,
2023-05-17 21:38:35,030 - ice0003_2 - [INFO] - [E:14| 0]: Train Loss:0.0023038, Val MRR:0.25008, ice0003_2
2023-05-17 21:40:06,971 - ice0003_2 - [INFO] - [E:14| 100]: Train Loss:0.0022769, Val MRR:0.25008, ice0003_2
2023-05-17 21:41:47,805 - ice0003_2 - [INFO] - [E:14| 200]: Train Loss:0.0022797, Val MRR:0.25008, ice0003_2
2023-05-17 21:43:30,006 - ice0003_2 - [INFO] - [E:14| 300]: Train Loss:0.0022809, Val MRR:0.25008, ice0003_2
2023-05-17 21:45:13,502 - ice0003_2 - [INFO] - [E:14| 400]: Train Loss:0.0022795, Val MRR:0.25008, ice0003_2
2023-05-17 21:46:57,295 - ice0003_2 - [INFO] - [E:14| 500]: Train Loss:0.0022791, Val MRR:0.25008, ice0003_2
2023-05-17 21:48:29,747 - ice0003_2 - [INFO] - [E:14| 600]: Train Loss:0.0022773, Val MRR:0.25008, ice0003_2
2023-05-17 21:50:12,200 - ice0003_2 - [INFO] - [E:14| 700]: Train Loss:0.0022754, Val MRR:0.25008, ice0003_2
2023-05-17 21:51:54,810 - ice0003_2 - [INFO] - [E:14| 800]: Train Loss:0.0022743, Val MRR:0.25008, ice0003_2
2023-05-17 21:53:36,443 - ice0003_2 - [INFO] - [E:14| 900]: Train Loss:0.0022732, Val MRR:0.25008, ice0003_2
2023-05-17 21:54:47,914 - ice0003_2 - [INFO] - [Epoch:14]: Training Loss:0.002273
2023-05-17 21:54:48,385 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 21:55:10,876 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 21:55:33,049 - ice0003_2 - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.29347, Head : 0.23357, Avg : 0.26352
2023-05-17 21:55:34,299 - ice0003_2 - [INFO] - [Epoch 14]: Training Loss: 0.0022731, Valid MRR: 0.26352,
2023-05-17 21:55:35,126 - ice0003_2 - [INFO] - [E:15| 0]: Train Loss:0.0022611, Val MRR:0.26352, ice0003_2
2023-05-17 21:57:06,720 - ice0003_2 - [INFO] - [E:15| 100]: Train Loss:0.0022612, Val MRR:0.26352, ice0003_2
2023-05-17 21:58:49,199 - ice0003_2 - [INFO] - [E:15| 200]: Train Loss:0.0022616, Val MRR:0.26352, ice0003_2
2023-05-17 22:00:32,328 - ice0003_2 - [INFO] - [E:15| 300]: Train Loss:0.0022619, Val MRR:0.26352, ice0003_2
2023-05-17 22:02:15,768 - ice0003_2 - [INFO] - [E:15| 400]: Train Loss:0.0022589, Val MRR:0.26352, ice0003_2
2023-05-17 22:03:59,779 - ice0003_2 - [INFO] - [E:15| 500]: Train Loss:0.0022571, Val MRR:0.26352, ice0003_2
2023-05-17 22:05:32,572 - ice0003_2 - [INFO] - [E:15| 600]: Train Loss:0.0022571, Val MRR:0.26352, ice0003_2
2023-05-17 22:07:15,416 - ice0003_2 - [INFO] - [E:15| 700]: Train Loss:0.0022561, Val MRR:0.26352, ice0003_2
2023-05-17 22:08:57,269 - ice0003_2 - [INFO] - [E:15| 800]: Train Loss:0.0022546, Val MRR:0.26352, ice0003_2
2023-05-17 22:10:38,847 - ice0003_2 - [INFO] - [E:15| 900]: Train Loss:0.0022546, Val MRR:0.26352, ice0003_2
2023-05-17 22:11:50,664 - ice0003_2 - [INFO] - [Epoch:15]: Training Loss:0.002255
2023-05-17 22:11:51,060 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 22:12:14,470 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 22:12:37,712 - ice0003_2 - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.30389, Head : 0.24122, Avg : 0.27256
2023-05-17 22:12:39,123 - ice0003_2 - [INFO] - [Epoch 15]: Training Loss: 0.0022546, Valid MRR: 0.27256,
2023-05-17 22:12:40,321 - ice0003_2 - [INFO] - [E:16| 0]: Train Loss:0.0022331, Val MRR:0.27256, ice0003_2
2023-05-17 22:14:11,707 - ice0003_2 - [INFO] - [E:16| 100]: Train Loss:0.002237, Val MRR:0.27256, ice0003_2
2023-05-17 22:15:57,261 - ice0003_2 - [INFO] - [E:16| 200]: Train Loss:0.0022413, Val MRR:0.27256, ice0003_2
2023-05-17 22:17:39,607 - ice0003_2 - [INFO] - [E:16| 300]: Train Loss:0.0022411, Val MRR:0.27256, ice0003_2
2023-05-17 22:19:22,132 - ice0003_2 - [INFO] - [E:16| 400]: Train Loss:0.0022399, Val MRR:0.27256, ice0003_2
2023-05-17 22:21:04,490 - ice0003_2 - [INFO] - [E:16| 500]: Train Loss:0.0022391, Val MRR:0.27256, ice0003_2
2023-05-17 22:22:36,171 - ice0003_2 - [INFO] - [E:16| 600]: Train Loss:0.0022382, Val MRR:0.27256, ice0003_2
2023-05-17 22:24:17,692 - ice0003_2 - [INFO] - [E:16| 700]: Train Loss:0.0022383, Val MRR:0.27256, ice0003_2
2023-05-17 22:25:59,739 - ice0003_2 - [INFO] - [E:16| 800]: Train Loss:0.0022382, Val MRR:0.27256, ice0003_2
2023-05-17 22:27:42,150 - ice0003_2 - [INFO] - [E:16| 900]: Train Loss:0.0022372, Val MRR:0.27256, ice0003_2
2023-05-17 22:28:54,155 - ice0003_2 - [INFO] - [Epoch:16]: Training Loss:0.002237
2023-05-17 22:28:54,641 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 22:29:17,586 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 22:29:40,553 - ice0003_2 - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.31553, Head : 0.25023, Avg : 0.28288
2023-05-17 22:29:42,049 - ice0003_2 - [INFO] - [Epoch 16]: Training Loss: 0.0022368, Valid MRR: 0.28288,
2023-05-17 22:29:43,480 - ice0003_2 - [INFO] - [E:17| 0]: Train Loss:0.0022845, Val MRR:0.28288, ice0003_2
2023-05-17 22:31:16,043 - ice0003_2 - [INFO] - [E:17| 100]: Train Loss:0.0022228, Val MRR:0.28288, ice0003_2
2023-05-17 22:32:58,452 - ice0003_2 - [INFO] - [E:17| 200]: Train Loss:0.002224, Val MRR:0.28288, ice0003_2
2023-05-17 22:34:41,520 - ice0003_2 - [INFO] - [E:17| 300]: Train Loss:0.0022246, Val MRR:0.28288, ice0003_2
2023-05-17 22:36:24,081 - ice0003_2 - [INFO] - [E:17| 400]: Train Loss:0.0022238, Val MRR:0.28288, ice0003_2
2023-05-17 22:38:06,042 - ice0003_2 - [INFO] - [E:17| 500]: Train Loss:0.0022235, Val MRR:0.28288, ice0003_2
2023-05-17 22:39:37,236 - ice0003_2 - [INFO] - [E:17| 600]: Train Loss:0.002223, Val MRR:0.28288, ice0003_2
2023-05-17 22:41:20,125 - ice0003_2 - [INFO] - [E:17| 700]: Train Loss:0.0022223, Val MRR:0.28288, ice0003_2
2023-05-17 22:43:03,443 - ice0003_2 - [INFO] - [E:17| 800]: Train Loss:0.002221, Val MRR:0.28288, ice0003_2
2023-05-17 22:44:46,878 - ice0003_2 - [INFO] - [E:17| 900]: Train Loss:0.0022215, Val MRR:0.28288, ice0003_2
2023-05-17 22:45:59,254 - ice0003_2 - [INFO] - [Epoch:17]: Training Loss:0.002221
2023-05-17 22:45:59,650 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 22:46:23,037 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 22:46:45,937 - ice0003_2 - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.32494, Head : 0.25766, Avg : 0.2913
2023-05-17 22:46:47,207 - ice0003_2 - [INFO] - [Epoch 17]: Training Loss: 0.002221, Valid MRR: 0.2913,
2023-05-17 22:46:48,625 - ice0003_2 - [INFO] - [E:18| 0]: Train Loss:0.0021793, Val MRR:0.2913, ice0003_2
2023-05-17 22:48:21,506 - ice0003_2 - [INFO] - [E:18| 100]: Train Loss:0.0022093, Val MRR:0.2913, ice0003_2
2023-05-17 22:50:03,874 - ice0003_2 - [INFO] - [E:18| 200]: Train Loss:0.0022077, Val MRR:0.2913, ice0003_2
2023-05-17 22:51:46,121 - ice0003_2 - [INFO] - [E:18| 300]: Train Loss:0.0022068, Val MRR:0.2913, ice0003_2
2023-05-17 22:53:27,261 - ice0003_2 - [INFO] - [E:18| 400]: Train Loss:0.0022067, Val MRR:0.2913, ice0003_2
2023-05-17 22:55:09,401 - ice0003_2 - [INFO] - [E:18| 500]: Train Loss:0.0022054, Val MRR:0.2913, ice0003_2
2023-05-17 22:56:42,748 - ice0003_2 - [INFO] - [E:18| 600]: Train Loss:0.0022055, Val MRR:0.2913, ice0003_2
2023-05-17 22:58:25,744 - ice0003_2 - [INFO] - [E:18| 700]: Train Loss:0.002206, Val MRR:0.2913, ice0003_2
2023-05-17 23:00:09,418 - ice0003_2 - [INFO] - [E:18| 800]: Train Loss:0.0022072, Val MRR:0.2913, ice0003_2
2023-05-17 23:01:53,402 - ice0003_2 - [INFO] - [E:18| 900]: Train Loss:0.0022072, Val MRR:0.2913, ice0003_2
2023-05-17 23:03:08,423 - ice0003_2 - [INFO] - [Epoch:18]: Training Loss:0.002207
2023-05-17 23:03:08,925 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 23:03:32,163 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 23:03:55,315 - ice0003_2 - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.32984, Head : 0.26115, Avg : 0.2955
2023-05-17 23:03:56,997 - ice0003_2 - [INFO] - [Epoch 18]: Training Loss: 0.0022067, Valid MRR: 0.2955,
2023-05-17 23:03:58,183 - ice0003_2 - [INFO] - [E:19| 0]: Train Loss:0.0022198, Val MRR:0.2955, ice0003_2
2023-05-17 23:05:31,362 - ice0003_2 - [INFO] - [E:19| 100]: Train Loss:0.0021959, Val MRR:0.2955, ice0003_2
2023-05-17 23:07:13,446 - ice0003_2 - [INFO] - [E:19| 200]: Train Loss:0.0021939, Val MRR:0.2955, ice0003_2
2023-05-17 23:08:55,071 - ice0003_2 - [INFO] - [E:19| 300]: Train Loss:0.0021938, Val MRR:0.2955, ice0003_2
2023-05-17 23:10:38,075 - ice0003_2 - [INFO] - [E:19| 400]: Train Loss:0.0021943, Val MRR:0.2955, ice0003_2
2023-05-17 23:12:20,583 - ice0003_2 - [INFO] - [E:19| 500]: Train Loss:0.0021936, Val MRR:0.2955, ice0003_2
2023-05-17 23:13:56,467 - ice0003_2 - [INFO] - [E:19| 600]: Train Loss:0.0021946, Val MRR:0.2955, ice0003_2
2023-05-17 23:15:35,259 - ice0003_2 - [INFO] - [E:19| 700]: Train Loss:0.0021946, Val MRR:0.2955, ice0003_2
2023-05-17 23:17:17,074 - ice0003_2 - [INFO] - [E:19| 800]: Train Loss:0.0021943, Val MRR:0.2955, ice0003_2
2023-05-17 23:18:58,974 - ice0003_2 - [INFO] - [E:19| 900]: Train Loss:0.0021931, Val MRR:0.2955, ice0003_2
2023-05-17 23:20:10,483 - ice0003_2 - [INFO] - [Epoch:19]: Training Loss:0.002193
2023-05-17 23:20:10,860 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 23:20:34,250 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 23:20:56,602 - ice0003_2 - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.33918, Head : 0.26953, Avg : 0.30435
MR: Tail : 306.33, Head : 339.68, Avg : 323.01
Hit-1: Tail : 0.24882, Head : 0.18303, Avg : 0.21592
Hit-3: Tail : 0.38257, Head : 0.29555, Avg : 0.33906
Hit-10: Tail : 0.50407, Head : 0.44629, Avg : 0.47518
2023-05-17 23:20:57,952 - ice0003_2 - [INFO] - [Epoch 19]: Training Loss: 0.0021928, Valid MRR: 0.30435,
2023-05-17 23:20:59,161 - ice0003_2 - [INFO] - [E:20| 0]: Train Loss:0.0021655, Val MRR:0.30435, ice0003_2
2023-05-17 23:22:32,296 - ice0003_2 - [INFO] - [E:20| 100]: Train Loss:0.0021775, Val MRR:0.30435, ice0003_2
2023-05-17 23:24:13,398 - ice0003_2 - [INFO] - [E:20| 200]: Train Loss:0.0021811, Val MRR:0.30435, ice0003_2
2023-05-17 23:25:55,910 - ice0003_2 - [INFO] - [E:20| 300]: Train Loss:0.0021809, Val MRR:0.30435, ice0003_2
2023-05-17 23:27:38,508 - ice0003_2 - [INFO] - [E:20| 400]: Train Loss:0.0021801, Val MRR:0.30435, ice0003_2
2023-05-17 23:29:21,064 - ice0003_2 - [INFO] - [E:20| 500]: Train Loss:0.0021803, Val MRR:0.30435, ice0003_2
2023-05-17 23:31:02,224 - ice0003_2 - [INFO] - [E:20| 600]: Train Loss:0.0021793, Val MRR:0.30435, ice0003_2
2023-05-17 23:32:36,829 - ice0003_2 - [INFO] - [E:20| 700]: Train Loss:0.0021794, Val MRR:0.30435, ice0003_2
2023-05-17 23:34:19,751 - ice0003_2 - [INFO] - [E:20| 800]: Train Loss:0.0021793, Val MRR:0.30435, ice0003_2
2023-05-17 23:36:01,752 - ice0003_2 - [INFO] - [E:20| 900]: Train Loss:0.0021794, Val MRR:0.30435, ice0003_2
2023-05-17 23:37:13,292 - ice0003_2 - [INFO] - [Epoch:20]: Training Loss:0.002179
2023-05-17 23:37:13,691 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 23:37:36,711 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 23:37:59,773 - ice0003_2 - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.34186, Head : 0.27424, Avg : 0.30805
2023-05-17 23:38:01,266 - ice0003_2 - [INFO] - [Epoch 20]: Training Loss: 0.0021791, Valid MRR: 0.30805,
2023-05-17 23:38:02,572 - ice0003_2 - [INFO] - [E:21| 0]: Train Loss:0.0021837, Val MRR:0.30805, ice0003_2
2023-05-17 23:39:38,774 - ice0003_2 - [INFO] - [E:21| 100]: Train Loss:0.0021578, Val MRR:0.30805, ice0003_2
2023-05-17 23:41:18,191 - ice0003_2 - [INFO] - [E:21| 200]: Train Loss:0.0021599, Val MRR:0.30805, ice0003_2
2023-05-17 23:43:00,841 - ice0003_2 - [INFO] - [E:21| 300]: Train Loss:0.0021605, Val MRR:0.30805, ice0003_2
2023-05-17 23:44:43,275 - ice0003_2 - [INFO] - [E:21| 400]: Train Loss:0.0021649, Val MRR:0.30805, ice0003_2
2023-05-17 23:46:25,834 - ice0003_2 - [INFO] - [E:21| 500]: Train Loss:0.0021653, Val MRR:0.30805, ice0003_2
2023-05-17 23:48:08,096 - ice0003_2 - [INFO] - [E:21| 600]: Train Loss:0.0021659, Val MRR:0.30805, ice0003_2
2023-05-17 23:49:40,115 - ice0003_2 - [INFO] - [E:21| 700]: Train Loss:0.0021663, Val MRR:0.30805, ice0003_2
2023-05-17 23:51:24,294 - ice0003_2 - [INFO] - [E:21| 800]: Train Loss:0.0021664, Val MRR:0.30805, ice0003_2
2023-05-17 23:53:08,149 - ice0003_2 - [INFO] - [E:21| 900]: Train Loss:0.002167, Val MRR:0.30805, ice0003_2
2023-05-17 23:54:21,185 - ice0003_2 - [INFO] - [Epoch:21]: Training Loss:0.002167
2023-05-17 23:54:21,450 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-17 23:54:44,960 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-17 23:55:08,189 - ice0003_2 - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.34684, Head : 0.27886, Avg : 0.31285
2023-05-17 23:55:09,626 - ice0003_2 - [INFO] - [Epoch 21]: Training Loss: 0.002167, Valid MRR: 0.31285,
2023-05-17 23:55:10,791 - ice0003_2 - [INFO] - [E:22| 0]: Train Loss:0.002107, Val MRR:0.31285, ice0003_2
2023-05-17 23:56:52,891 - ice0003_2 - [INFO] - [E:22| 100]: Train Loss:0.002158, Val MRR:0.31285, ice0003_2
2023-05-17 23:58:26,000 - ice0003_2 - [INFO] - [E:22| 200]: Train Loss:0.0021543, Val MRR:0.31285, ice0003_2
2023-05-18 00:00:08,922 - ice0003_2 - [INFO] - [E:22| 300]: Train Loss:0.0021527, Val MRR:0.31285, ice0003_2
2023-05-18 00:01:51,859 - ice0003_2 - [INFO] - [E:22| 400]: Train Loss:0.0021534, Val MRR:0.31285, ice0003_2
2023-05-18 00:03:34,731 - ice0003_2 - [INFO] - [E:22| 500]: Train Loss:0.002154, Val MRR:0.31285, ice0003_2
2023-05-18 00:05:16,350 - ice0003_2 - [INFO] - [E:22| 600]: Train Loss:0.0021535, Val MRR:0.31285, ice0003_2
2023-05-18 00:06:47,981 - ice0003_2 - [INFO] - [E:22| 700]: Train Loss:0.0021545, Val MRR:0.31285, ice0003_2
2023-05-18 00:08:30,427 - ice0003_2 - [INFO] - [E:22| 800]: Train Loss:0.0021542, Val MRR:0.31285, ice0003_2
2023-05-18 00:10:12,988 - ice0003_2 - [INFO] - [E:22| 900]: Train Loss:0.0021543, Val MRR:0.31285, ice0003_2
2023-05-18 00:11:24,642 - ice0003_2 - [INFO] - [Epoch:22]: Training Loss:0.002155
2023-05-18 00:11:25,047 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 00:11:48,001 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 00:12:10,814 - ice0003_2 - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.35111, Head : 0.28246, Avg : 0.31679
2023-05-18 00:12:12,039 - ice0003_2 - [INFO] - [Epoch 22]: Training Loss: 0.0021548, Valid MRR: 0.31679,
2023-05-18 00:12:13,249 - ice0003_2 - [INFO] - [E:23| 0]: Train Loss:0.0021384, Val MRR:0.31679, ice0003_2
2023-05-18 00:13:54,977 - ice0003_2 - [INFO] - [E:23| 100]: Train Loss:0.0021467, Val MRR:0.31679, ice0003_2
2023-05-18 00:15:27,580 - ice0003_2 - [INFO] - [E:23| 200]: Train Loss:0.0021465, Val MRR:0.31679, ice0003_2
2023-05-18 00:17:10,486 - ice0003_2 - [INFO] - [E:23| 300]: Train Loss:0.0021456, Val MRR:0.31679, ice0003_2
2023-05-18 00:18:52,464 - ice0003_2 - [INFO] - [E:23| 400]: Train Loss:0.002145, Val MRR:0.31679, ice0003_2
2023-05-18 00:20:33,814 - ice0003_2 - [INFO] - [E:23| 500]: Train Loss:0.0021431, Val MRR:0.31679, ice0003_2
2023-05-18 00:22:16,833 - ice0003_2 - [INFO] - [E:23| 600]: Train Loss:0.0021424, Val MRR:0.31679, ice0003_2
2023-05-18 00:23:49,202 - ice0003_2 - [INFO] - [E:23| 700]: Train Loss:0.0021431, Val MRR:0.31679, ice0003_2
2023-05-18 00:25:32,372 - ice0003_2 - [INFO] - [E:23| 800]: Train Loss:0.0021429, Val MRR:0.31679, ice0003_2
2023-05-18 00:27:14,812 - ice0003_2 - [INFO] - [E:23| 900]: Train Loss:0.0021426, Val MRR:0.31679, ice0003_2
2023-05-18 00:28:26,430 - ice0003_2 - [INFO] - [Epoch:23]: Training Loss:0.002143
2023-05-18 00:28:26,833 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 00:28:50,294 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 00:29:12,815 - ice0003_2 - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.35412, Head : 0.28807, Avg : 0.32109
2023-05-18 00:29:14,126 - ice0003_2 - [INFO] - [Epoch 23]: Training Loss: 0.0021429, Valid MRR: 0.32109,
2023-05-18 00:29:15,348 - ice0003_2 - [INFO] - [E:24| 0]: Train Loss:0.0022143, Val MRR:0.32109, ice0003_2
2023-05-18 00:30:56,856 - ice0003_2 - [INFO] - [E:24| 100]: Train Loss:0.0021295, Val MRR:0.32109, ice0003_2
2023-05-18 00:32:28,916 - ice0003_2 - [INFO] - [E:24| 200]: Train Loss:0.0021289, Val MRR:0.32109, ice0003_2
2023-05-18 00:34:09,253 - ice0003_2 - [INFO] - [E:24| 300]: Train Loss:0.0021288, Val MRR:0.32109, ice0003_2
2023-05-18 00:35:50,275 - ice0003_2 - [INFO] - [E:24| 400]: Train Loss:0.00213, Val MRR:0.32109, ice0003_2
2023-05-18 00:37:32,568 - ice0003_2 - [INFO] - [E:24| 500]: Train Loss:0.0021302, Val MRR:0.32109, ice0003_2
2023-05-18 00:39:16,580 - ice0003_2 - [INFO] - [E:24| 600]: Train Loss:0.0021303, Val MRR:0.32109, ice0003_2
2023-05-18 00:40:48,527 - ice0003_2 - [INFO] - [E:24| 700]: Train Loss:0.0021307, Val MRR:0.32109, ice0003_2
2023-05-18 00:42:31,624 - ice0003_2 - [INFO] - [E:24| 800]: Train Loss:0.0021303, Val MRR:0.32109, ice0003_2
2023-05-18 00:44:14,566 - ice0003_2 - [INFO] - [E:24| 900]: Train Loss:0.0021297, Val MRR:0.32109, ice0003_2
2023-05-18 00:45:26,790 - ice0003_2 - [INFO] - [Epoch:24]: Training Loss:0.00213
2023-05-18 00:45:27,054 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 00:45:50,500 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 00:46:12,796 - ice0003_2 - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.35983, Head : 0.29279, Avg : 0.32631
2023-05-18 00:46:14,311 - ice0003_2 - [INFO] - [Epoch 24]: Training Loss: 0.0021301, Valid MRR: 0.32631,
2023-05-18 00:46:15,146 - ice0003_2 - [INFO] - [E:25| 0]: Train Loss:0.0020706, Val MRR:0.32631, ice0003_2
2023-05-18 00:47:57,231 - ice0003_2 - [INFO] - [E:25| 100]: Train Loss:0.0021193, Val MRR:0.32631, ice0003_2
2023-05-18 00:49:29,171 - ice0003_2 - [INFO] - [E:25| 200]: Train Loss:0.0021187, Val MRR:0.32631, ice0003_2
2023-05-18 00:51:11,708 - ice0003_2 - [INFO] - [E:25| 300]: Train Loss:0.002118, Val MRR:0.32631, ice0003_2
2023-05-18 00:52:54,185 - ice0003_2 - [INFO] - [E:25| 400]: Train Loss:0.0021171, Val MRR:0.32631, ice0003_2
2023-05-18 00:54:36,658 - ice0003_2 - [INFO] - [E:25| 500]: Train Loss:0.0021175, Val MRR:0.32631, ice0003_2
2023-05-18 00:56:19,258 - ice0003_2 - [INFO] - [E:25| 600]: Train Loss:0.0021185, Val MRR:0.32631, ice0003_2
2023-05-18 00:57:51,647 - ice0003_2 - [INFO] - [E:25| 700]: Train Loss:0.0021186, Val MRR:0.32631, ice0003_2
2023-05-18 00:59:33,831 - ice0003_2 - [INFO] - [E:25| 800]: Train Loss:0.0021184, Val MRR:0.32631, ice0003_2
2023-05-18 01:01:15,951 - ice0003_2 - [INFO] - [E:25| 900]: Train Loss:0.0021184, Val MRR:0.32631, ice0003_2
2023-05-18 01:02:26,746 - ice0003_2 - [INFO] - [Epoch:25]: Training Loss:0.002119
2023-05-18 01:02:27,010 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 01:02:49,565 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 01:03:11,805 - ice0003_2 - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.36193, Head : 0.29867, Avg : 0.3303
2023-05-18 01:03:13,121 - ice0003_2 - [INFO] - [Epoch 25]: Training Loss: 0.0021186, Valid MRR: 0.3303,
2023-05-18 01:03:14,322 - ice0003_2 - [INFO] - [E:26| 0]: Train Loss:0.0020674, Val MRR:0.3303, ice0003_2
2023-05-18 01:04:55,778 - ice0003_2 - [INFO] - [E:26| 100]: Train Loss:0.0020988, Val MRR:0.3303, ice0003_2
2023-05-18 01:06:27,835 - ice0003_2 - [INFO] - [E:26| 200]: Train Loss:0.0021029, Val MRR:0.3303, ice0003_2
2023-05-18 01:08:11,354 - ice0003_2 - [INFO] - [E:26| 300]: Train Loss:0.0021042, Val MRR:0.3303, ice0003_2
2023-05-18 01:09:53,877 - ice0003_2 - [INFO] - [E:26| 400]: Train Loss:0.002104, Val MRR:0.3303, ice0003_2
2023-05-18 01:11:36,419 - ice0003_2 - [INFO] - [E:26| 500]: Train Loss:0.0021054, Val MRR:0.3303, ice0003_2
2023-05-18 01:13:18,906 - ice0003_2 - [INFO] - [E:26| 600]: Train Loss:0.0021057, Val MRR:0.3303, ice0003_2
2023-05-18 01:14:51,037 - ice0003_2 - [INFO] - [E:26| 700]: Train Loss:0.0021065, Val MRR:0.3303, ice0003_2
2023-05-18 01:16:32,657 - ice0003_2 - [INFO] - [E:26| 800]: Train Loss:0.0021066, Val MRR:0.3303, ice0003_2
2023-05-18 01:18:14,328 - ice0003_2 - [INFO] - [E:26| 900]: Train Loss:0.0021065, Val MRR:0.3303, ice0003_2
2023-05-18 01:19:26,811 - ice0003_2 - [INFO] - [Epoch:26]: Training Loss:0.002106
2023-05-18 01:19:27,103 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 01:19:50,182 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 01:20:12,739 - ice0003_2 - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.36433, Head : 0.29997, Avg : 0.33215
2023-05-18 01:20:14,009 - ice0003_2 - [INFO] - [Epoch 26]: Training Loss: 0.0021063, Valid MRR: 0.33215,
2023-05-18 01:20:15,429 - ice0003_2 - [INFO] - [E:27| 0]: Train Loss:0.0021362, Val MRR:0.33215, ice0003_2
2023-05-18 01:21:57,165 - ice0003_2 - [INFO] - [E:27| 100]: Train Loss:0.0020927, Val MRR:0.33215, ice0003_2
2023-05-18 01:23:29,861 - ice0003_2 - [INFO] - [E:27| 200]: Train Loss:0.0020941, Val MRR:0.33215, ice0003_2
2023-05-18 01:25:13,149 - ice0003_2 - [INFO] - [E:27| 300]: Train Loss:0.0020942, Val MRR:0.33215, ice0003_2
2023-05-18 01:26:58,512 - ice0003_2 - [INFO] - [E:27| 400]: Train Loss:0.0020952, Val MRR:0.33215, ice0003_2
2023-05-18 01:28:40,334 - ice0003_2 - [INFO] - [E:27| 500]: Train Loss:0.0020954, Val MRR:0.33215, ice0003_2
2023-05-18 01:30:22,289 - ice0003_2 - [INFO] - [E:27| 600]: Train Loss:0.0020945, Val MRR:0.33215, ice0003_2
2023-05-18 01:31:54,132 - ice0003_2 - [INFO] - [E:27| 700]: Train Loss:0.0020946, Val MRR:0.33215, ice0003_2
2023-05-18 01:33:36,719 - ice0003_2 - [INFO] - [E:27| 800]: Train Loss:0.0020944, Val MRR:0.33215, ice0003_2
2023-05-18 01:35:20,344 - ice0003_2 - [INFO] - [E:27| 900]: Train Loss:0.0020953, Val MRR:0.33215, ice0003_2
2023-05-18 01:36:32,801 - ice0003_2 - [INFO] - [Epoch:27]: Training Loss:0.002095
2023-05-18 01:36:33,063 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 01:36:56,646 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 01:37:19,764 - ice0003_2 - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.36782, Head : 0.30237, Avg : 0.33509
2023-05-18 01:37:21,013 - ice0003_2 - [INFO] - [Epoch 27]: Training Loss: 0.0020954, Valid MRR: 0.33509,
2023-05-18 01:37:22,212 - ice0003_2 - [INFO] - [E:28| 0]: Train Loss:0.0020631, Val MRR:0.33509, ice0003_2
2023-05-18 01:39:05,208 - ice0003_2 - [INFO] - [E:28| 100]: Train Loss:0.0020812, Val MRR:0.33509, ice0003_2
2023-05-18 01:40:37,875 - ice0003_2 - [INFO] - [E:28| 200]: Train Loss:0.0020792, Val MRR:0.33509, ice0003_2
2023-05-18 01:42:19,342 - ice0003_2 - [INFO] - [E:28| 300]: Train Loss:0.0020783, Val MRR:0.33509, ice0003_2
2023-05-18 01:44:00,927 - ice0003_2 - [INFO] - [E:28| 400]: Train Loss:0.0020806, Val MRR:0.33509, ice0003_2
2023-05-18 01:45:42,660 - ice0003_2 - [INFO] - [E:28| 500]: Train Loss:0.0020816, Val MRR:0.33509, ice0003_2
2023-05-18 01:47:24,211 - ice0003_2 - [INFO] - [E:28| 600]: Train Loss:0.0020834, Val MRR:0.33509, ice0003_2
2023-05-18 01:48:55,704 - ice0003_2 - [INFO] - [E:28| 700]: Train Loss:0.0020845, Val MRR:0.33509, ice0003_2
2023-05-18 01:50:38,304 - ice0003_2 - [INFO] - [E:28| 800]: Train Loss:0.0020849, Val MRR:0.33509, ice0003_2
2023-05-18 01:52:20,973 - ice0003_2 - [INFO] - [E:28| 900]: Train Loss:0.0020847, Val MRR:0.33509, ice0003_2
2023-05-18 01:53:32,644 - ice0003_2 - [INFO] - [Epoch:28]: Training Loss:0.002085
2023-05-18 01:53:33,164 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 01:53:56,432 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 01:54:19,788 - ice0003_2 - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.36935, Head : 0.30962, Avg : 0.33949
2023-05-18 01:54:21,155 - ice0003_2 - [INFO] - [Epoch 28]: Training Loss: 0.0020849, Valid MRR: 0.33949,
2023-05-18 01:54:22,439 - ice0003_2 - [INFO] - [E:29| 0]: Train Loss:0.0021078, Val MRR:0.33949, ice0003_2
2023-05-18 01:56:04,920 - ice0003_2 - [INFO] - [E:29| 100]: Train Loss:0.0020737, Val MRR:0.33949, ice0003_2
2023-05-18 01:57:37,503 - ice0003_2 - [INFO] - [E:29| 200]: Train Loss:0.0020749, Val MRR:0.33949, ice0003_2
2023-05-18 01:59:19,516 - ice0003_2 - [INFO] - [E:29| 300]: Train Loss:0.0020756, Val MRR:0.33949, ice0003_2
2023-05-18 02:01:00,499 - ice0003_2 - [INFO] - [E:29| 400]: Train Loss:0.0020772, Val MRR:0.33949, ice0003_2
2023-05-18 02:02:42,158 - ice0003_2 - [INFO] - [E:29| 500]: Train Loss:0.0020769, Val MRR:0.33949, ice0003_2
2023-05-18 02:04:24,547 - ice0003_2 - [INFO] - [E:29| 600]: Train Loss:0.002076, Val MRR:0.33949, ice0003_2
2023-05-18 02:05:59,198 - ice0003_2 - [INFO] - [E:29| 700]: Train Loss:0.0020761, Val MRR:0.33949, ice0003_2
2023-05-18 02:07:39,471 - ice0003_2 - [INFO] - [E:29| 800]: Train Loss:0.0020755, Val MRR:0.33949, ice0003_2
2023-05-18 02:09:21,670 - ice0003_2 - [INFO] - [E:29| 900]: Train Loss:0.0020761, Val MRR:0.33949, ice0003_2
2023-05-18 02:10:33,677 - ice0003_2 - [INFO] - [Epoch:29]: Training Loss:0.002076
2023-05-18 02:10:33,943 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 02:10:57,235 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 02:11:20,156 - ice0003_2 - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.37312, Head : 0.31321, Avg : 0.34316
MR: Tail : 224.35, Head : 259.84, Avg : 242.09
Hit-1: Tail : 0.27625, Head : 0.21835, Avg : 0.2473
Hit-3: Tail : 0.41874, Head : 0.34895, Avg : 0.38385
Hit-10: Tail : 0.55565, Head : 0.50079, Avg : 0.52822
2023-05-18 02:11:21,399 - ice0003_2 - [INFO] - [Epoch 29]: Training Loss: 0.0020757, Valid MRR: 0.34316,
2023-05-18 02:11:22,557 - ice0003_2 - [INFO] - [E:30| 0]: Train Loss:0.0021077, Val MRR:0.34316, ice0003_2
2023-05-18 02:13:05,347 - ice0003_2 - [INFO] - [E:30| 100]: Train Loss:0.0020619, Val MRR:0.34316, ice0003_2
2023-05-18 02:14:42,708 - ice0003_2 - [INFO] - [E:30| 200]: Train Loss:0.0020647, Val MRR:0.34316, ice0003_2
2023-05-18 02:16:21,441 - ice0003_2 - [INFO] - [E:30| 300]: Train Loss:0.0020657, Val MRR:0.34316, ice0003_2
2023-05-18 02:18:03,794 - ice0003_2 - [INFO] - [E:30| 400]: Train Loss:0.0020645, Val MRR:0.34316, ice0003_2
2023-05-18 02:19:46,151 - ice0003_2 - [INFO] - [E:30| 500]: Train Loss:0.0020649, Val MRR:0.34316, ice0003_2
2023-05-18 02:21:28,678 - ice0003_2 - [INFO] - [E:30| 600]: Train Loss:0.0020654, Val MRR:0.34316, ice0003_2
2023-05-18 02:23:10,108 - ice0003_2 - [INFO] - [E:30| 700]: Train Loss:0.0020666, Val MRR:0.34316, ice0003_2
2023-05-18 02:24:44,495 - ice0003_2 - [INFO] - [E:30| 800]: Train Loss:0.0020671, Val MRR:0.34316, ice0003_2
2023-05-18 02:26:27,967 - ice0003_2 - [INFO] - [E:30| 900]: Train Loss:0.002067, Val MRR:0.34316, ice0003_2
2023-05-18 02:27:40,041 - ice0003_2 - [INFO] - [Epoch:30]: Training Loss:0.002067
2023-05-18 02:27:40,518 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 02:28:03,360 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 02:28:25,542 - ice0003_2 - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.37613, Head : 0.31799, Avg : 0.34706
2023-05-18 02:28:26,824 - ice0003_2 - [INFO] - [Epoch 30]: Training Loss: 0.0020671, Valid MRR: 0.34706,
2023-05-18 02:28:27,895 - ice0003_2 - [INFO] - [E:31| 0]: Train Loss:0.0020642, Val MRR:0.34706, ice0003_2
2023-05-18 02:30:09,540 - ice0003_2 - [INFO] - [E:31| 100]: Train Loss:0.0020536, Val MRR:0.34706, ice0003_2
2023-05-18 02:31:46,383 - ice0003_2 - [INFO] - [E:31| 200]: Train Loss:0.0020558, Val MRR:0.34706, ice0003_2
2023-05-18 02:33:25,300 - ice0003_2 - [INFO] - [E:31| 300]: Train Loss:0.0020555, Val MRR:0.34706, ice0003_2
2023-05-18 02:35:08,343 - ice0003_2 - [INFO] - [E:31| 400]: Train Loss:0.0020561, Val MRR:0.34706, ice0003_2
2023-05-18 02:36:50,853 - ice0003_2 - [INFO] - [E:31| 500]: Train Loss:0.0020552, Val MRR:0.34706, ice0003_2
2023-05-18 02:38:33,047 - ice0003_2 - [INFO] - [E:31| 600]: Train Loss:0.0020562, Val MRR:0.34706, ice0003_2
2023-05-18 02:40:14,867 - ice0003_2 - [INFO] - [E:31| 700]: Train Loss:0.0020566, Val MRR:0.34706, ice0003_2
2023-05-18 02:41:47,098 - ice0003_2 - [INFO] - [E:31| 800]: Train Loss:0.0020571, Val MRR:0.34706, ice0003_2
2023-05-18 02:43:28,506 - ice0003_2 - [INFO] - [E:31| 900]: Train Loss:0.0020581, Val MRR:0.34706, ice0003_2
2023-05-18 02:44:40,120 - ice0003_2 - [INFO] - [Epoch:31]: Training Loss:0.002059
2023-05-18 02:44:40,385 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 02:45:03,939 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 02:45:26,638 - ice0003_2 - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.37696, Head : 0.32047, Avg : 0.34871
2023-05-18 02:45:27,952 - ice0003_2 - [INFO] - [Epoch 31]: Training Loss: 0.0020587, Valid MRR: 0.34871,
2023-05-18 02:45:28,983 - ice0003_2 - [INFO] - [E:32| 0]: Train Loss:0.002048, Val MRR:0.34871, ice0003_2
2023-05-18 02:47:11,347 - ice0003_2 - [INFO] - [E:32| 100]: Train Loss:0.00205, Val MRR:0.34871, ice0003_2
2023-05-18 02:48:50,749 - ice0003_2 - [INFO] - [E:32| 200]: Train Loss:0.0020484, Val MRR:0.34871, ice0003_2
2023-05-18 02:50:25,652 - ice0003_2 - [INFO] - [E:32| 300]: Train Loss:0.0020477, Val MRR:0.34871, ice0003_2
2023-05-18 02:52:08,070 - ice0003_2 - [INFO] - [E:32| 400]: Train Loss:0.002048, Val MRR:0.34871, ice0003_2
2023-05-18 02:53:50,327 - ice0003_2 - [INFO] - [E:32| 500]: Train Loss:0.0020488, Val MRR:0.34871, ice0003_2
2023-05-18 02:55:32,453 - ice0003_2 - [INFO] - [E:32| 600]: Train Loss:0.0020496, Val MRR:0.34871, ice0003_2
2023-05-18 02:57:14,909 - ice0003_2 - [INFO] - [E:32| 700]: Train Loss:0.0020508, Val MRR:0.34871, ice0003_2
2023-05-18 02:58:46,270 - ice0003_2 - [INFO] - [E:32| 800]: Train Loss:0.0020507, Val MRR:0.34871, ice0003_2
2023-05-18 03:00:28,481 - ice0003_2 - [INFO] - [E:32| 900]: Train Loss:0.0020506, Val MRR:0.34871, ice0003_2
2023-05-18 03:01:42,551 - ice0003_2 - [INFO] - [Epoch:32]: Training Loss:0.002051
2023-05-18 03:01:42,891 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 03:02:06,412 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 03:02:29,509 - ice0003_2 - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.37872, Head : 0.32134, Avg : 0.35003
2023-05-18 03:02:31,104 - ice0003_2 - [INFO] - [Epoch 32]: Training Loss: 0.0020506, Valid MRR: 0.35003,
2023-05-18 03:02:32,376 - ice0003_2 - [INFO] - [E:33| 0]: Train Loss:0.0020341, Val MRR:0.35003, ice0003_2
2023-05-18 03:04:15,379 - ice0003_2 - [INFO] - [E:33| 100]: Train Loss:0.0020454, Val MRR:0.35003, ice0003_2
2023-05-18 03:05:58,469 - ice0003_2 - [INFO] - [E:33| 200]: Train Loss:0.002043, Val MRR:0.35003, ice0003_2
2023-05-18 03:07:30,712 - ice0003_2 - [INFO] - [E:33| 300]: Train Loss:0.0020429, Val MRR:0.35003, ice0003_2
2023-05-18 03:09:12,997 - ice0003_2 - [INFO] - [E:33| 400]: Train Loss:0.0020426, Val MRR:0.35003, ice0003_2
2023-05-18 03:10:56,208 - ice0003_2 - [INFO] - [E:33| 500]: Train Loss:0.0020441, Val MRR:0.35003, ice0003_2
2023-05-18 03:12:37,984 - ice0003_2 - [INFO] - [E:33| 600]: Train Loss:0.0020433, Val MRR:0.35003, ice0003_2
2023-05-18 03:14:19,163 - ice0003_2 - [INFO] - [E:33| 700]: Train Loss:0.0020437, Val MRR:0.35003, ice0003_2
2023-05-18 03:15:51,794 - ice0003_2 - [INFO] - [E:33| 800]: Train Loss:0.0020435, Val MRR:0.35003, ice0003_2
2023-05-18 03:17:34,676 - ice0003_2 - [INFO] - [E:33| 900]: Train Loss:0.0020438, Val MRR:0.35003, ice0003_2
2023-05-18 03:18:47,295 - ice0003_2 - [INFO] - [Epoch:33]: Training Loss:0.002044
2023-05-18 03:18:47,814 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 03:19:11,109 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 03:19:34,132 - ice0003_2 - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.38269, Head : 0.3261, Avg : 0.3544
2023-05-18 03:19:35,659 - ice0003_2 - [INFO] - [Epoch 33]: Training Loss: 0.0020439, Valid MRR: 0.3544,
2023-05-18 03:19:36,851 - ice0003_2 - [INFO] - [E:34| 0]: Train Loss:0.0020714, Val MRR:0.3544, ice0003_2
2023-05-18 03:21:19,179 - ice0003_2 - [INFO] - [E:34| 100]: Train Loss:0.0020248, Val MRR:0.3544, ice0003_2
2023-05-18 03:23:01,355 - ice0003_2 - [INFO] - [E:34| 200]: Train Loss:0.0020305, Val MRR:0.3544, ice0003_2
2023-05-18 03:24:34,047 - ice0003_2 - [INFO] - [E:34| 300]: Train Loss:0.0020322, Val MRR:0.3544, ice0003_2
2023-05-18 03:26:16,745 - ice0003_2 - [INFO] - [E:34| 400]: Train Loss:0.0020326, Val MRR:0.3544, ice0003_2
2023-05-18 03:27:58,593 - ice0003_2 - [INFO] - [E:34| 500]: Train Loss:0.0020347, Val MRR:0.3544, ice0003_2
2023-05-18 03:29:42,378 - ice0003_2 - [INFO] - [E:34| 600]: Train Loss:0.002034, Val MRR:0.3544, ice0003_2
2023-05-18 03:31:25,110 - ice0003_2 - [INFO] - [E:34| 700]: Train Loss:0.0020357, Val MRR:0.3544, ice0003_2
2023-05-18 03:32:57,608 - ice0003_2 - [INFO] - [E:34| 800]: Train Loss:0.0020357, Val MRR:0.3544, ice0003_2
2023-05-18 03:34:40,285 - ice0003_2 - [INFO] - [E:34| 900]: Train Loss:0.0020362, Val MRR:0.3544, ice0003_2
2023-05-18 03:35:52,467 - ice0003_2 - [INFO] - [Epoch:34]: Training Loss:0.002037
2023-05-18 03:35:52,868 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 03:36:15,774 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 03:36:38,590 - ice0003_2 - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.38299, Head : 0.32893, Avg : 0.35596
2023-05-18 03:36:40,060 - ice0003_2 - [INFO] - [Epoch 34]: Training Loss: 0.002037, Valid MRR: 0.35596,
2023-05-18 03:36:41,252 - ice0003_2 - [INFO] - [E:35| 0]: Train Loss:0.0019623, Val MRR:0.35596, ice0003_2
2023-05-18 03:38:23,620 - ice0003_2 - [INFO] - [E:35| 100]: Train Loss:0.0020211, Val MRR:0.35596, ice0003_2
2023-05-18 03:40:06,302 - ice0003_2 - [INFO] - [E:35| 200]: Train Loss:0.0020245, Val MRR:0.35596, ice0003_2
2023-05-18 03:41:37,623 - ice0003_2 - [INFO] - [E:35| 300]: Train Loss:0.0020244, Val MRR:0.35596, ice0003_2
2023-05-18 03:43:20,558 - ice0003_2 - [INFO] - [E:35| 400]: Train Loss:0.0020253, Val MRR:0.35596, ice0003_2
2023-05-18 03:45:03,802 - ice0003_2 - [INFO] - [E:35| 500]: Train Loss:0.0020266, Val MRR:0.35596, ice0003_2
2023-05-18 03:46:46,865 - ice0003_2 - [INFO] - [E:35| 600]: Train Loss:0.0020282, Val MRR:0.35596, ice0003_2
2023-05-18 03:48:31,879 - ice0003_2 - [INFO] - [E:35| 700]: Train Loss:0.0020283, Val MRR:0.35596, ice0003_2
2023-05-18 03:50:03,978 - ice0003_2 - [INFO] - [E:35| 800]: Train Loss:0.0020291, Val MRR:0.35596, ice0003_2
2023-05-18 03:51:45,736 - ice0003_2 - [INFO] - [E:35| 900]: Train Loss:0.0020295, Val MRR:0.35596, ice0003_2
2023-05-18 03:52:57,499 - ice0003_2 - [INFO] - [Epoch:35]: Training Loss:0.00203
2023-05-18 03:52:57,842 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 03:53:21,439 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 03:53:43,851 - ice0003_2 - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.38564, Head : 0.33166, Avg : 0.35865
2023-05-18 03:53:45,315 - ice0003_2 - [INFO] - [Epoch 35]: Training Loss: 0.0020298, Valid MRR: 0.35865,
2023-05-18 03:53:46,274 - ice0003_2 - [INFO] - [E:36| 0]: Train Loss:0.0021101, Val MRR:0.35865, ice0003_2
2023-05-18 03:55:28,374 - ice0003_2 - [INFO] - [E:36| 100]: Train Loss:0.0020233, Val MRR:0.35865, ice0003_2
2023-05-18 03:57:10,628 - ice0003_2 - [INFO] - [E:36| 200]: Train Loss:0.0020247, Val MRR:0.35865, ice0003_2
2023-05-18 03:58:43,132 - ice0003_2 - [INFO] - [E:36| 300]: Train Loss:0.0020232, Val MRR:0.35865, ice0003_2
2023-05-18 04:00:26,247 - ice0003_2 - [INFO] - [E:36| 400]: Train Loss:0.0020217, Val MRR:0.35865, ice0003_2
2023-05-18 04:02:09,208 - ice0003_2 - [INFO] - [E:36| 500]: Train Loss:0.002021, Val MRR:0.35865, ice0003_2
2023-05-18 04:03:51,661 - ice0003_2 - [INFO] - [E:36| 600]: Train Loss:0.002022, Val MRR:0.35865, ice0003_2
2023-05-18 04:05:34,542 - ice0003_2 - [INFO] - [E:36| 700]: Train Loss:0.0020222, Val MRR:0.35865, ice0003_2
2023-05-18 04:07:06,828 - ice0003_2 - [INFO] - [E:36| 800]: Train Loss:0.0020222, Val MRR:0.35865, ice0003_2
2023-05-18 04:08:49,218 - ice0003_2 - [INFO] - [E:36| 900]: Train Loss:0.0020233, Val MRR:0.35865, ice0003_2
2023-05-18 04:10:00,663 - ice0003_2 - [INFO] - [Epoch:36]: Training Loss:0.002024
2023-05-18 04:10:01,058 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 04:10:23,862 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 04:10:46,130 - ice0003_2 - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.3854, Head : 0.33121, Avg : 0.3583
2023-05-18 04:10:46,130 - ice0003_2 - [INFO] - [Epoch 36]: Training Loss: 0.0020241, Valid MRR: 0.35865,
2023-05-18 04:10:46,922 - ice0003_2 - [INFO] - [E:37| 0]: Train Loss:0.0019948, Val MRR:0.35865, ice0003_2
2023-05-18 04:12:29,952 - ice0003_2 - [INFO] - [E:37| 100]: Train Loss:0.0020138, Val MRR:0.35865, ice0003_2
2023-05-18 04:14:12,540 - ice0003_2 - [INFO] - [E:37| 200]: Train Loss:0.0020154, Val MRR:0.35865, ice0003_2
2023-05-18 04:15:44,935 - ice0003_2 - [INFO] - [E:37| 300]: Train Loss:0.0020166, Val MRR:0.35865, ice0003_2
2023-05-18 04:17:27,548 - ice0003_2 - [INFO] - [E:37| 400]: Train Loss:0.0020161, Val MRR:0.35865, ice0003_2
2023-05-18 04:19:10,558 - ice0003_2 - [INFO] - [E:37| 500]: Train Loss:0.0020166, Val MRR:0.35865, ice0003_2
2023-05-18 04:20:53,571 - ice0003_2 - [INFO] - [E:37| 600]: Train Loss:0.0020176, Val MRR:0.35865, ice0003_2
2023-05-18 04:22:36,800 - ice0003_2 - [INFO] - [E:37| 700]: Train Loss:0.002018, Val MRR:0.35865, ice0003_2
2023-05-18 04:24:09,109 - ice0003_2 - [INFO] - [E:37| 800]: Train Loss:0.0020178, Val MRR:0.35865, ice0003_2
2023-05-18 04:25:51,035 - ice0003_2 - [INFO] - [E:37| 900]: Train Loss:0.0020179, Val MRR:0.35865, ice0003_2
2023-05-18 04:27:03,238 - ice0003_2 - [INFO] - [Epoch:37]: Training Loss:0.002018
2023-05-18 04:27:03,747 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 04:27:27,196 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 04:27:50,181 - ice0003_2 - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.38832, Head : 0.33476, Avg : 0.36154
2023-05-18 04:27:51,666 - ice0003_2 - [INFO] - [Epoch 37]: Training Loss: 0.0020183, Valid MRR: 0.36154,
2023-05-18 04:27:53,092 - ice0003_2 - [INFO] - [E:38| 0]: Train Loss:0.0020637, Val MRR:0.36154, ice0003_2
2023-05-18 04:29:35,671 - ice0003_2 - [INFO] - [E:38| 100]: Train Loss:0.0020148, Val MRR:0.36154, ice0003_2
2023-05-18 04:31:17,712 - ice0003_2 - [INFO] - [E:38| 200]: Train Loss:0.0020118, Val MRR:0.36154, ice0003_2
2023-05-18 04:32:50,058 - ice0003_2 - [INFO] - [E:38| 300]: Train Loss:0.0020121, Val MRR:0.36154, ice0003_2
2023-05-18 04:34:32,399 - ice0003_2 - [INFO] - [E:38| 400]: Train Loss:0.002011, Val MRR:0.36154, ice0003_2
2023-05-18 04:36:16,744 - ice0003_2 - [INFO] - [E:38| 500]: Train Loss:0.002011, Val MRR:0.36154, ice0003_2
2023-05-18 04:37:58,800 - ice0003_2 - [INFO] - [E:38| 600]: Train Loss:0.0020102, Val MRR:0.36154, ice0003_2
2023-05-18 04:39:40,451 - ice0003_2 - [INFO] - [E:38| 700]: Train Loss:0.0020114, Val MRR:0.36154, ice0003_2
2023-05-18 04:41:12,622 - ice0003_2 - [INFO] - [E:38| 800]: Train Loss:0.002012, Val MRR:0.36154, ice0003_2
2023-05-18 04:42:54,485 - ice0003_2 - [INFO] - [E:38| 900]: Train Loss:0.0020125, Val MRR:0.36154, ice0003_2
2023-05-18 04:44:06,402 - ice0003_2 - [INFO] - [Epoch:38]: Training Loss:0.002013
2023-05-18 04:44:06,733 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 04:44:30,175 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 04:44:52,828 - ice0003_2 - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.38778, Head : 0.33617, Avg : 0.36197
2023-05-18 04:44:54,158 - ice0003_2 - [INFO] - [Epoch 38]: Training Loss: 0.0020126, Valid MRR: 0.36197,
2023-05-18 04:44:55,317 - ice0003_2 - [INFO] - [E:39| 0]: Train Loss:0.0020398, Val MRR:0.36197, ice0003_2
2023-05-18 04:46:37,670 - ice0003_2 - [INFO] - [E:39| 100]: Train Loss:0.0019977, Val MRR:0.36197, ice0003_2
2023-05-18 04:48:21,065 - ice0003_2 - [INFO] - [E:39| 200]: Train Loss:0.0020004, Val MRR:0.36197, ice0003_2
2023-05-18 04:49:54,490 - ice0003_2 - [INFO] - [E:39| 300]: Train Loss:0.002005, Val MRR:0.36197, ice0003_2
2023-05-18 04:51:37,627 - ice0003_2 - [INFO] - [E:39| 400]: Train Loss:0.0020037, Val MRR:0.36197, ice0003_2
2023-05-18 04:53:19,442 - ice0003_2 - [INFO] - [E:39| 500]: Train Loss:0.0020046, Val MRR:0.36197, ice0003_2
2023-05-18 04:55:02,198 - ice0003_2 - [INFO] - [E:39| 600]: Train Loss:0.0020057, Val MRR:0.36197, ice0003_2
2023-05-18 04:56:44,748 - ice0003_2 - [INFO] - [E:39| 700]: Train Loss:0.0020051, Val MRR:0.36197, ice0003_2
2023-05-18 04:58:17,369 - ice0003_2 - [INFO] - [E:39| 800]: Train Loss:0.002006, Val MRR:0.36197, ice0003_2
2023-05-18 05:00:00,231 - ice0003_2 - [INFO] - [E:39| 900]: Train Loss:0.0020068, Val MRR:0.36197, ice0003_2
2023-05-18 05:01:12,352 - ice0003_2 - [INFO] - [Epoch:39]: Training Loss:0.002007
2023-05-18 05:01:12,706 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 05:01:36,431 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 05:01:59,127 - ice0003_2 - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.39053, Head : 0.33728, Avg : 0.3639
MR: Tail : 221.63, Head : 250.22, Avg : 235.93
Hit-1: Tail : 0.29008, Head : 0.2385, Avg : 0.26429
Hit-3: Tail : 0.43464, Head : 0.37759, Avg : 0.40612
Hit-10: Tail : 0.58745, Head : 0.53113, Avg : 0.55929
2023-05-18 05:02:00,454 - ice0003_2 - [INFO] - [Epoch 39]: Training Loss: 0.0020069, Valid MRR: 0.3639,
2023-05-18 05:02:01,647 - ice0003_2 - [INFO] - [E:40| 0]: Train Loss:0.001942, Val MRR:0.3639, ice0003_2
2023-05-18 05:03:45,075 - ice0003_2 - [INFO] - [E:40| 100]: Train Loss:0.0019993, Val MRR:0.3639, ice0003_2
2023-05-18 05:05:27,645 - ice0003_2 - [INFO] - [E:40| 200]: Train Loss:0.0020003, Val MRR:0.3639, ice0003_2
2023-05-18 05:06:59,379 - ice0003_2 - [INFO] - [E:40| 300]: Train Loss:0.0020003, Val MRR:0.3639, ice0003_2
2023-05-18 05:08:41,294 - ice0003_2 - [INFO] - [E:40| 400]: Train Loss:0.0020003, Val MRR:0.3639, ice0003_2
2023-05-18 05:10:23,302 - ice0003_2 - [INFO] - [E:40| 500]: Train Loss:0.0020007, Val MRR:0.3639, ice0003_2
2023-05-18 05:12:05,930 - ice0003_2 - [INFO] - [E:40| 600]: Train Loss:0.0020006, Val MRR:0.3639, ice0003_2
2023-05-18 05:13:48,937 - ice0003_2 - [INFO] - [E:40| 700]: Train Loss:0.0020005, Val MRR:0.3639, ice0003_2
2023-05-18 05:15:21,480 - ice0003_2 - [INFO] - [E:40| 800]: Train Loss:0.002001, Val MRR:0.3639, ice0003_2
2023-05-18 05:17:04,233 - ice0003_2 - [INFO] - [E:40| 900]: Train Loss:0.0020008, Val MRR:0.3639, ice0003_2
2023-05-18 05:18:16,498 - ice0003_2 - [INFO] - [Epoch:40]: Training Loss:0.002001
2023-05-18 05:18:16,827 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 05:18:40,492 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 05:19:03,255 - ice0003_2 - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.39264, Head : 0.34125, Avg : 0.36694
2023-05-18 05:19:04,545 - ice0003_2 - [INFO] - [Epoch 40]: Training Loss: 0.0020013, Valid MRR: 0.36694,
2023-05-18 05:19:05,333 - ice0003_2 - [INFO] - [E:41| 0]: Train Loss:0.0020291, Val MRR:0.36694, ice0003_2
2023-05-18 05:20:48,427 - ice0003_2 - [INFO] - [E:41| 100]: Train Loss:0.0019907, Val MRR:0.36694, ice0003_2
2023-05-18 05:22:30,082 - ice0003_2 - [INFO] - [E:41| 200]: Train Loss:0.0019915, Val MRR:0.36694, ice0003_2
2023-05-18 05:24:03,649 - ice0003_2 - [INFO] - [E:41| 300]: Train Loss:0.0019921, Val MRR:0.36694, ice0003_2
2023-05-18 05:25:46,310 - ice0003_2 - [INFO] - [E:41| 400]: Train Loss:0.0019925, Val MRR:0.36694, ice0003_2
2023-05-18 05:27:29,360 - ice0003_2 - [INFO] - [E:41| 500]: Train Loss:0.0019929, Val MRR:0.36694, ice0003_2
2023-05-18 05:29:12,644 - ice0003_2 - [INFO] - [E:41| 600]: Train Loss:0.0019934, Val MRR:0.36694, ice0003_2
2023-05-18 05:30:55,262 - ice0003_2 - [INFO] - [E:41| 700]: Train Loss:0.0019946, Val MRR:0.36694, ice0003_2
2023-05-18 05:32:30,670 - ice0003_2 - [INFO] - [E:41| 800]: Train Loss:0.0019957, Val MRR:0.36694, ice0003_2
2023-05-18 05:34:10,745 - ice0003_2 - [INFO] - [E:41| 900]: Train Loss:0.0019966, Val MRR:0.36694, ice0003_2
2023-05-18 05:35:22,656 - ice0003_2 - [INFO] - [Epoch:41]: Training Loss:0.001997
2023-05-18 05:35:22,922 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 05:35:45,433 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 05:36:07,818 - ice0003_2 - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.39494, Head : 0.3423, Avg : 0.36862
2023-05-18 05:36:09,232 - ice0003_2 - [INFO] - [Epoch 41]: Training Loss: 0.0019965, Valid MRR: 0.36862,
2023-05-18 05:36:10,436 - ice0003_2 - [INFO] - [E:42| 0]: Train Loss:0.0019514, Val MRR:0.36862, ice0003_2
2023-05-18 05:37:52,216 - ice0003_2 - [INFO] - [E:42| 100]: Train Loss:0.0019851, Val MRR:0.36862, ice0003_2
2023-05-18 05:39:34,881 - ice0003_2 - [INFO] - [E:42| 200]: Train Loss:0.0019856, Val MRR:0.36862, ice0003_2
2023-05-18 05:41:07,488 - ice0003_2 - [INFO] - [E:42| 300]: Train Loss:0.0019878, Val MRR:0.36862, ice0003_2
2023-05-18 05:42:50,823 - ice0003_2 - [INFO] - [E:42| 400]: Train Loss:0.0019887, Val MRR:0.36862, ice0003_2
2023-05-18 05:44:33,576 - ice0003_2 - [INFO] - [E:42| 500]: Train Loss:0.0019886, Val MRR:0.36862, ice0003_2
2023-05-18 05:46:16,210 - ice0003_2 - [INFO] - [E:42| 600]: Train Loss:0.0019892, Val MRR:0.36862, ice0003_2
2023-05-18 05:47:59,277 - ice0003_2 - [INFO] - [E:42| 700]: Train Loss:0.0019893, Val MRR:0.36862, ice0003_2
2023-05-18 05:49:37,508 - ice0003_2 - [INFO] - [E:42| 800]: Train Loss:0.0019903, Val MRR:0.36862, ice0003_2
2023-05-18 05:51:12,580 - ice0003_2 - [INFO] - [E:42| 900]: Train Loss:0.0019914, Val MRR:0.36862, ice0003_2
2023-05-18 05:52:24,137 - ice0003_2 - [INFO] - [Epoch:42]: Training Loss:0.001992
2023-05-18 05:52:24,481 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 05:52:48,027 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 05:53:10,674 - ice0003_2 - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.39397, Head : 0.34269, Avg : 0.36833
2023-05-18 05:53:10,674 - ice0003_2 - [INFO] - [Epoch 42]: Training Loss: 0.0019918, Valid MRR: 0.36862,
2023-05-18 05:53:11,871 - ice0003_2 - [INFO] - [E:43| 0]: Train Loss:0.0020083, Val MRR:0.36862, ice0003_2
2023-05-18 05:54:53,756 - ice0003_2 - [INFO] - [E:43| 100]: Train Loss:0.0019789, Val MRR:0.36862, ice0003_2
2023-05-18 05:56:35,580 - ice0003_2 - [INFO] - [E:43| 200]: Train Loss:0.0019821, Val MRR:0.36862, ice0003_2
2023-05-18 05:58:12,409 - ice0003_2 - [INFO] - [E:43| 300]: Train Loss:0.0019833, Val MRR:0.36862, ice0003_2
2023-05-18 05:59:50,435 - ice0003_2 - [INFO] - [E:43| 400]: Train Loss:0.0019832, Val MRR:0.36862, ice0003_2
2023-05-18 06:01:34,193 - ice0003_2 - [INFO] - [E:43| 500]: Train Loss:0.0019852, Val MRR:0.36862, ice0003_2
2023-05-18 06:03:17,671 - ice0003_2 - [INFO] - [E:43| 600]: Train Loss:0.0019853, Val MRR:0.36862, ice0003_2
2023-05-18 06:05:00,210 - ice0003_2 - [INFO] - [E:43| 700]: Train Loss:0.0019861, Val MRR:0.36862, ice0003_2
2023-05-18 06:06:39,465 - ice0003_2 - [INFO] - [E:43| 800]: Train Loss:0.0019856, Val MRR:0.36862, ice0003_2
2023-05-18 06:08:15,822 - ice0003_2 - [INFO] - [E:43| 900]: Train Loss:0.0019863, Val MRR:0.36862, ice0003_2
2023-05-18 06:09:27,977 - ice0003_2 - [INFO] - [Epoch:43]: Training Loss:0.001986
2023-05-18 06:09:28,493 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 06:09:51,511 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 06:10:14,725 - ice0003_2 - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.39704, Head : 0.34366, Avg : 0.37035
2023-05-18 06:10:16,014 - ice0003_2 - [INFO] - [Epoch 43]: Training Loss: 0.0019865, Valid MRR: 0.37035,
2023-05-18 06:10:17,222 - ice0003_2 - [INFO] - [E:44| 0]: Train Loss:0.0019867, Val MRR:0.37035, ice0003_2
2023-05-18 06:12:02,415 - ice0003_2 - [INFO] - [E:44| 100]: Train Loss:0.0019737, Val MRR:0.37035, ice0003_2
2023-05-18 06:13:45,464 - ice0003_2 - [INFO] - [E:44| 200]: Train Loss:0.0019751, Val MRR:0.37035, ice0003_2
2023-05-18 06:15:26,285 - ice0003_2 - [INFO] - [E:44| 300]: Train Loss:0.0019774, Val MRR:0.37035, ice0003_2
2023-05-18 06:17:00,682 - ice0003_2 - [INFO] - [E:44| 400]: Train Loss:0.0019794, Val MRR:0.37035, ice0003_2
2023-05-18 06:18:42,660 - ice0003_2 - [INFO] - [E:44| 500]: Train Loss:0.001979, Val MRR:0.37035, ice0003_2
2023-05-18 06:20:23,952 - ice0003_2 - [INFO] - [E:44| 600]: Train Loss:0.0019798, Val MRR:0.37035, ice0003_2
2023-05-18 06:22:06,097 - ice0003_2 - [INFO] - [E:44| 700]: Train Loss:0.0019808, Val MRR:0.37035, ice0003_2
2023-05-18 06:23:49,565 - ice0003_2 - [INFO] - [E:44| 800]: Train Loss:0.0019809, Val MRR:0.37035, ice0003_2
2023-05-18 06:25:21,680 - ice0003_2 - [INFO] - [E:44| 900]: Train Loss:0.0019813, Val MRR:0.37035, ice0003_2
2023-05-18 06:26:33,998 - ice0003_2 - [INFO] - [Epoch:44]: Training Loss:0.001982
2023-05-18 06:26:34,512 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 06:26:57,599 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 06:27:20,712 - ice0003_2 - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.39698, Head : 0.34646, Avg : 0.37172
2023-05-18 06:27:22,093 - ice0003_2 - [INFO] - [Epoch 44]: Training Loss: 0.0019821, Valid MRR: 0.37172,
2023-05-18 06:27:23,381 - ice0003_2 - [INFO] - [E:45| 0]: Train Loss:0.0019747, Val MRR:0.37172, ice0003_2
2023-05-18 06:29:06,416 - ice0003_2 - [INFO] - [E:45| 100]: Train Loss:0.0019736, Val MRR:0.37172, ice0003_2
2023-05-18 06:30:49,445 - ice0003_2 - [INFO] - [E:45| 200]: Train Loss:0.0019755, Val MRR:0.37172, ice0003_2
2023-05-18 06:32:32,663 - ice0003_2 - [INFO] - [E:45| 300]: Train Loss:0.0019727, Val MRR:0.37172, ice0003_2
2023-05-18 06:34:03,856 - ice0003_2 - [INFO] - [E:45| 400]: Train Loss:0.0019738, Val MRR:0.37172, ice0003_2
2023-05-18 06:35:45,902 - ice0003_2 - [INFO] - [E:45| 500]: Train Loss:0.0019742, Val MRR:0.37172, ice0003_2
2023-05-18 06:37:27,882 - ice0003_2 - [INFO] - [E:45| 600]: Train Loss:0.0019741, Val MRR:0.37172, ice0003_2
2023-05-18 06:39:10,289 - ice0003_2 - [INFO] - [E:45| 700]: Train Loss:0.0019757, Val MRR:0.37172, ice0003_2
2023-05-18 06:40:53,011 - ice0003_2 - [INFO] - [E:45| 800]: Train Loss:0.001977, Val MRR:0.37172, ice0003_2
2023-05-18 06:42:25,649 - ice0003_2 - [INFO] - [E:45| 900]: Train Loss:0.0019776, Val MRR:0.37172, ice0003_2
2023-05-18 06:43:38,200 - ice0003_2 - [INFO] - [Epoch:45]: Training Loss:0.001978
2023-05-18 06:43:38,544 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 06:44:02,363 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 06:44:25,223 - ice0003_2 - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.39732, Head : 0.34578, Avg : 0.37155
2023-05-18 06:44:25,224 - ice0003_2 - [INFO] - [Epoch 45]: Training Loss: 0.0019781, Valid MRR: 0.37172,
2023-05-18 06:44:26,428 - ice0003_2 - [INFO] - [E:46| 0]: Train Loss:0.0019404, Val MRR:0.37172, ice0003_2
2023-05-18 06:46:09,354 - ice0003_2 - [INFO] - [E:46| 100]: Train Loss:0.0019666, Val MRR:0.37172, ice0003_2
2023-05-18 06:47:51,808 - ice0003_2 - [INFO] - [E:46| 200]: Train Loss:0.001969, Val MRR:0.37172, ice0003_2
2023-05-18 06:49:33,467 - ice0003_2 - [INFO] - [E:46| 300]: Train Loss:0.0019688, Val MRR:0.37172, ice0003_2
2023-05-18 06:51:06,545 - ice0003_2 - [INFO] - [E:46| 400]: Train Loss:0.0019702, Val MRR:0.37172, ice0003_2
2023-05-18 06:52:49,828 - ice0003_2 - [INFO] - [E:46| 500]: Train Loss:0.0019705, Val MRR:0.37172, ice0003_2
2023-05-18 06:54:32,995 - ice0003_2 - [INFO] - [E:46| 600]: Train Loss:0.0019713, Val MRR:0.37172, ice0003_2
2023-05-18 06:56:16,429 - ice0003_2 - [INFO] - [E:46| 700]: Train Loss:0.0019717, Val MRR:0.37172, ice0003_2
2023-05-18 06:58:00,306 - ice0003_2 - [INFO] - [E:46| 800]: Train Loss:0.0019723, Val MRR:0.37172, ice0003_2
2023-05-18 06:59:34,835 - ice0003_2 - [INFO] - [E:46| 900]: Train Loss:0.0019732, Val MRR:0.37172, ice0003_2
2023-05-18 07:00:46,719 - ice0003_2 - [INFO] - [Epoch:46]: Training Loss:0.001973
2023-05-18 07:00:47,114 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 07:01:10,559 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 07:01:33,446 - ice0003_2 - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.39729, Head : 0.34674, Avg : 0.37202
2023-05-18 07:01:34,792 - ice0003_2 - [INFO] - [Epoch 46]: Training Loss: 0.0019735, Valid MRR: 0.37202,
2023-05-18 07:01:36,001 - ice0003_2 - [INFO] - [E:47| 0]: Train Loss:0.0019363, Val MRR:0.37202, ice0003_2
2023-05-18 07:03:17,460 - ice0003_2 - [INFO] - [E:47| 100]: Train Loss:0.0019591, Val MRR:0.37202, ice0003_2
2023-05-18 07:04:59,944 - ice0003_2 - [INFO] - [E:47| 200]: Train Loss:0.0019611, Val MRR:0.37202, ice0003_2
2023-05-18 07:06:43,048 - ice0003_2 - [INFO] - [E:47| 300]: Train Loss:0.0019621, Val MRR:0.37202, ice0003_2
2023-05-18 07:08:15,849 - ice0003_2 - [INFO] - [E:47| 400]: Train Loss:0.0019636, Val MRR:0.37202, ice0003_2
2023-05-18 07:09:59,037 - ice0003_2 - [INFO] - [E:47| 500]: Train Loss:0.0019645, Val MRR:0.37202, ice0003_2
2023-05-18 07:11:42,329 - ice0003_2 - [INFO] - [E:47| 600]: Train Loss:0.0019656, Val MRR:0.37202, ice0003_2
2023-05-18 07:13:25,703 - ice0003_2 - [INFO] - [E:47| 700]: Train Loss:0.0019672, Val MRR:0.37202, ice0003_2
2023-05-18 07:15:08,618 - ice0003_2 - [INFO] - [E:47| 800]: Train Loss:0.0019687, Val MRR:0.37202, ice0003_2
2023-05-18 07:16:39,960 - ice0003_2 - [INFO] - [E:47| 900]: Train Loss:0.001969, Val MRR:0.37202, ice0003_2
2023-05-18 07:17:50,541 - ice0003_2 - [INFO] - [Epoch:47]: Training Loss:0.001969
2023-05-18 07:17:50,955 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 07:18:13,756 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 07:18:36,428 - ice0003_2 - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.39887, Head : 0.34773, Avg : 0.3733
2023-05-18 07:18:37,786 - ice0003_2 - [INFO] - [Epoch 47]: Training Loss: 0.0019691, Valid MRR: 0.3733,
2023-05-18 07:18:38,642 - ice0003_2 - [INFO] - [E:48| 0]: Train Loss:0.0019957, Val MRR:0.3733, ice0003_2
2023-05-18 07:20:20,784 - ice0003_2 - [INFO] - [E:48| 100]: Train Loss:0.0019658, Val MRR:0.3733, ice0003_2
2023-05-18 07:22:02,972 - ice0003_2 - [INFO] - [E:48| 200]: Train Loss:0.0019631, Val MRR:0.3733, ice0003_2
2023-05-18 07:23:45,176 - ice0003_2 - [INFO] - [E:48| 300]: Train Loss:0.0019648, Val MRR:0.3733, ice0003_2
2023-05-18 07:25:17,685 - ice0003_2 - [INFO] - [E:48| 400]: Train Loss:0.0019644, Val MRR:0.3733, ice0003_2
2023-05-18 07:27:00,701 - ice0003_2 - [INFO] - [E:48| 500]: Train Loss:0.0019644, Val MRR:0.3733, ice0003_2
2023-05-18 07:28:43,245 - ice0003_2 - [INFO] - [E:48| 600]: Train Loss:0.0019658, Val MRR:0.3733, ice0003_2
2023-05-18 07:30:25,930 - ice0003_2 - [INFO] - [E:48| 700]: Train Loss:0.0019643, Val MRR:0.3733, ice0003_2
2023-05-18 07:32:07,910 - ice0003_2 - [INFO] - [E:48| 800]: Train Loss:0.0019653, Val MRR:0.3733, ice0003_2
2023-05-18 07:33:39,642 - ice0003_2 - [INFO] - [E:48| 900]: Train Loss:0.0019656, Val MRR:0.3733, ice0003_2
2023-05-18 07:34:51,622 - ice0003_2 - [INFO] - [Epoch:48]: Training Loss:0.001965
2023-05-18 07:34:51,907 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 07:35:15,250 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 07:35:38,213 - ice0003_2 - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.39968, Head : 0.34986, Avg : 0.37477
2023-05-18 07:35:39,469 - ice0003_2 - [INFO] - [Epoch 48]: Training Loss: 0.0019654, Valid MRR: 0.37477,
2023-05-18 07:35:40,678 - ice0003_2 - [INFO] - [E:49| 0]: Train Loss:0.0019789, Val MRR:0.37477, ice0003_2
2023-05-18 07:37:22,649 - ice0003_2 - [INFO] - [E:49| 100]: Train Loss:0.0019509, Val MRR:0.37477, ice0003_2
2023-05-18 07:39:06,111 - ice0003_2 - [INFO] - [E:49| 200]: Train Loss:0.0019532, Val MRR:0.37477, ice0003_2
2023-05-18 07:40:49,612 - ice0003_2 - [INFO] - [E:49| 300]: Train Loss:0.001955, Val MRR:0.37477, ice0003_2
2023-05-18 07:42:22,033 - ice0003_2 - [INFO] - [E:49| 400]: Train Loss:0.0019561, Val MRR:0.37477, ice0003_2
2023-05-18 07:44:04,900 - ice0003_2 - [INFO] - [E:49| 500]: Train Loss:0.0019566, Val MRR:0.37477, ice0003_2
2023-05-18 07:45:48,980 - ice0003_2 - [INFO] - [E:49| 600]: Train Loss:0.0019588, Val MRR:0.37477, ice0003_2
2023-05-18 07:47:33,316 - ice0003_2 - [INFO] - [E:49| 700]: Train Loss:0.0019592, Val MRR:0.37477, ice0003_2
2023-05-18 07:49:16,130 - ice0003_2 - [INFO] - [E:49| 800]: Train Loss:0.0019597, Val MRR:0.37477, ice0003_2
2023-05-18 07:50:47,901 - ice0003_2 - [INFO] - [E:49| 900]: Train Loss:0.0019604, Val MRR:0.37477, ice0003_2
2023-05-18 07:51:59,786 - ice0003_2 - [INFO] - [Epoch:49]: Training Loss:0.001961
2023-05-18 07:52:00,048 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 07:52:23,403 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 07:52:46,502 - ice0003_2 - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.39874, Head : 0.35022, Avg : 0.37448
MR: Tail : 241.75, Head : 270.41, Avg : 256.08
Hit-1: Tail : 0.29676, Head : 0.25064, Avg : 0.2737
Hit-3: Tail : 0.44775, Head : 0.39325, Avg : 0.4205
Hit-10: Tail : 0.59558, Head : 0.54473, Avg : 0.57015
2023-05-18 07:52:46,502 - ice0003_2 - [INFO] - [Epoch 49]: Training Loss: 0.001961, Valid MRR: 0.37477,
2023-05-18 07:52:47,517 - ice0003_2 - [INFO] - [E:50| 0]: Train Loss:0.0018784, Val MRR:0.37477, ice0003_2
2023-05-18 07:54:30,504 - ice0003_2 - [INFO] - [E:50| 100]: Train Loss:0.0019516, Val MRR:0.37477, ice0003_2
2023-05-18 07:56:13,537 - ice0003_2 - [INFO] - [E:50| 200]: Train Loss:0.0019497, Val MRR:0.37477, ice0003_2
2023-05-18 07:57:55,973 - ice0003_2 - [INFO] - [E:50| 300]: Train Loss:0.0019512, Val MRR:0.37477, ice0003_2
2023-05-18 07:59:28,364 - ice0003_2 - [INFO] - [E:50| 400]: Train Loss:0.0019529, Val MRR:0.37477, ice0003_2
2023-05-18 08:01:09,058 - ice0003_2 - [INFO] - [E:50| 500]: Train Loss:0.0019535, Val MRR:0.37477, ice0003_2
2023-05-18 08:02:50,874 - ice0003_2 - [INFO] - [E:50| 600]: Train Loss:0.0019539, Val MRR:0.37477, ice0003_2
2023-05-18 08:04:32,481 - ice0003_2 - [INFO] - [E:50| 700]: Train Loss:0.0019553, Val MRR:0.37477, ice0003_2
2023-05-18 08:06:14,629 - ice0003_2 - [INFO] - [E:50| 800]: Train Loss:0.0019555, Val MRR:0.37477, ice0003_2
2023-05-18 08:07:46,892 - ice0003_2 - [INFO] - [E:50| 900]: Train Loss:0.001956, Val MRR:0.37477, ice0003_2
2023-05-18 08:08:59,195 - ice0003_2 - [INFO] - [Epoch:50]: Training Loss:0.001957
2023-05-18 08:08:59,564 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 08:09:22,641 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 08:09:45,761 - ice0003_2 - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.39969, Head : 0.3494, Avg : 0.37455
2023-05-18 08:09:45,761 - ice0003_2 - [INFO] - [Epoch 50]: Training Loss: 0.0019571, Valid MRR: 0.37477,
2023-05-18 08:09:46,797 - ice0003_2 - [INFO] - [E:51| 0]: Train Loss:0.0019914, Val MRR:0.37477, ice0003_2
2023-05-18 08:11:29,440 - ice0003_2 - [INFO] - [E:51| 100]: Train Loss:0.0019528, Val MRR:0.37477, ice0003_2
2023-05-18 08:13:12,027 - ice0003_2 - [INFO] - [E:51| 200]: Train Loss:0.0019496, Val MRR:0.37477, ice0003_2
2023-05-18 08:14:54,116 - ice0003_2 - [INFO] - [E:51| 300]: Train Loss:0.0019491, Val MRR:0.37477, ice0003_2
2023-05-18 08:16:26,430 - ice0003_2 - [INFO] - [E:51| 400]: Train Loss:0.0019509, Val MRR:0.37477, ice0003_2
2023-05-18 08:18:09,881 - ice0003_2 - [INFO] - [E:51| 500]: Train Loss:0.0019517, Val MRR:0.37477, ice0003_2
2023-05-18 08:19:53,375 - ice0003_2 - [INFO] - [E:51| 600]: Train Loss:0.0019523, Val MRR:0.37477, ice0003_2
2023-05-18 08:21:36,930 - ice0003_2 - [INFO] - [E:51| 700]: Train Loss:0.0019521, Val MRR:0.37477, ice0003_2
2023-05-18 08:23:20,278 - ice0003_2 - [INFO] - [E:51| 800]: Train Loss:0.0019525, Val MRR:0.37477, ice0003_2
2023-05-18 08:24:53,056 - ice0003_2 - [INFO] - [E:51| 900]: Train Loss:0.0019528, Val MRR:0.37477, ice0003_2
2023-05-18 08:26:05,177 - ice0003_2 - [INFO] - [Epoch:51]: Training Loss:0.001953
2023-05-18 08:26:05,506 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 08:26:29,134 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 08:26:52,025 - ice0003_2 - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.39925, Head : 0.35156, Avg : 0.3754
2023-05-18 08:26:53,596 - ice0003_2 - [INFO] - [Epoch 51]: Training Loss: 0.0019534, Valid MRR: 0.3754,
2023-05-18 08:26:55,028 - ice0003_2 - [INFO] - [E:52| 0]: Train Loss:0.0019316, Val MRR:0.3754, ice0003_2
2023-05-18 08:28:37,134 - ice0003_2 - [INFO] - [E:52| 100]: Train Loss:0.0019421, Val MRR:0.3754, ice0003_2
2023-05-18 08:30:19,006 - ice0003_2 - [INFO] - [E:52| 200]: Train Loss:0.0019424, Val MRR:0.3754, ice0003_2
2023-05-18 08:32:01,186 - ice0003_2 - [INFO] - [E:52| 300]: Train Loss:0.0019431, Val MRR:0.3754, ice0003_2
2023-05-18 08:33:35,857 - ice0003_2 - [INFO] - [E:52| 400]: Train Loss:0.0019438, Val MRR:0.3754, ice0003_2
2023-05-18 08:35:18,205 - ice0003_2 - [INFO] - [E:52| 500]: Train Loss:0.001945, Val MRR:0.3754, ice0003_2
2023-05-18 08:37:00,728 - ice0003_2 - [INFO] - [E:52| 600]: Train Loss:0.0019461, Val MRR:0.3754, ice0003_2
2023-05-18 08:38:43,924 - ice0003_2 - [INFO] - [E:52| 700]: Train Loss:0.0019479, Val MRR:0.3754, ice0003_2
2023-05-18 08:40:27,038 - ice0003_2 - [INFO] - [E:52| 800]: Train Loss:0.0019498, Val MRR:0.3754, ice0003_2
2023-05-18 08:41:59,748 - ice0003_2 - [INFO] - [E:52| 900]: Train Loss:0.0019498, Val MRR:0.3754, ice0003_2
2023-05-18 08:43:11,860 - ice0003_2 - [INFO] - [Epoch:52]: Training Loss:0.00195
2023-05-18 08:43:12,205 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 08:43:35,377 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 08:43:58,279 - ice0003_2 - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.40217, Head : 0.35322, Avg : 0.37769
2023-05-18 08:43:59,747 - ice0003_2 - [INFO] - [Epoch 52]: Training Loss: 0.0019498, Valid MRR: 0.37769,
2023-05-18 08:44:00,636 - ice0003_2 - [INFO] - [E:53| 0]: Train Loss:0.0019069, Val MRR:0.37769, ice0003_2
2023-05-18 08:45:43,015 - ice0003_2 - [INFO] - [E:53| 100]: Train Loss:0.0019379, Val MRR:0.37769, ice0003_2
2023-05-18 08:47:25,783 - ice0003_2 - [INFO] - [E:53| 200]: Train Loss:0.0019423, Val MRR:0.37769, ice0003_2
2023-05-18 08:49:08,807 - ice0003_2 - [INFO] - [E:53| 300]: Train Loss:0.0019429, Val MRR:0.37769, ice0003_2
2023-05-18 08:50:41,510 - ice0003_2 - [INFO] - [E:53| 400]: Train Loss:0.0019433, Val MRR:0.37769, ice0003_2
2023-05-18 08:52:24,127 - ice0003_2 - [INFO] - [E:53| 500]: Train Loss:0.0019445, Val MRR:0.37769, ice0003_2
2023-05-18 08:54:07,116 - ice0003_2 - [INFO] - [E:53| 600]: Train Loss:0.0019453, Val MRR:0.37769, ice0003_2
2023-05-18 08:55:49,636 - ice0003_2 - [INFO] - [E:53| 700]: Train Loss:0.001946, Val MRR:0.37769, ice0003_2
2023-05-18 08:57:31,610 - ice0003_2 - [INFO] - [E:53| 800]: Train Loss:0.0019458, Val MRR:0.37769, ice0003_2
2023-05-18 08:59:03,195 - ice0003_2 - [INFO] - [E:53| 900]: Train Loss:0.0019465, Val MRR:0.37769, ice0003_2
2023-05-18 09:00:14,439 - ice0003_2 - [INFO] - [Epoch:53]: Training Loss:0.001946
2023-05-18 09:00:14,813 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 09:00:38,427 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 09:01:00,923 - ice0003_2 - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.40016, Head : 0.35197, Avg : 0.37607
2023-05-18 09:01:00,923 - ice0003_2 - [INFO] - [Epoch 53]: Training Loss: 0.0019463, Valid MRR: 0.37769,
2023-05-18 09:01:02,060 - ice0003_2 - [INFO] - [E:54| 0]: Train Loss:0.0019362, Val MRR:0.37769, ice0003_2
2023-05-18 09:02:44,024 - ice0003_2 - [INFO] - [E:54| 100]: Train Loss:0.0019407, Val MRR:0.37769, ice0003_2
2023-05-18 09:04:25,595 - ice0003_2 - [INFO] - [E:54| 200]: Train Loss:0.0019403, Val MRR:0.37769, ice0003_2
2023-05-18 09:06:07,372 - ice0003_2 - [INFO] - [E:54| 300]: Train Loss:0.0019402, Val MRR:0.37769, ice0003_2
2023-05-18 09:07:39,302 - ice0003_2 - [INFO] - [E:54| 400]: Train Loss:0.0019397, Val MRR:0.37769, ice0003_2
2023-05-18 09:09:21,554 - ice0003_2 - [INFO] - [E:54| 500]: Train Loss:0.0019404, Val MRR:0.37769, ice0003_2
2023-05-18 09:11:03,519 - ice0003_2 - [INFO] - [E:54| 600]: Train Loss:0.0019415, Val MRR:0.37769, ice0003_2
2023-05-18 09:12:45,256 - ice0003_2 - [INFO] - [E:54| 700]: Train Loss:0.001942, Val MRR:0.37769, ice0003_2
2023-05-18 09:14:27,491 - ice0003_2 - [INFO] - [E:54| 800]: Train Loss:0.0019425, Val MRR:0.37769, ice0003_2
2023-05-18 09:16:02,088 - ice0003_2 - [INFO] - [E:54| 900]: Train Loss:0.0019426, Val MRR:0.37769, ice0003_2
2023-05-18 09:17:12,155 - ice0003_2 - [INFO] - [Epoch:54]: Training Loss:0.001943
2023-05-18 09:17:12,496 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 09:17:36,089 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 09:17:58,853 - ice0003_2 - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.40429, Head : 0.35322, Avg : 0.37876
2023-05-18 09:18:00,221 - ice0003_2 - [INFO] - [Epoch 54]: Training Loss: 0.0019432, Valid MRR: 0.37876,
2023-05-18 09:18:01,165 - ice0003_2 - [INFO] - [E:55| 0]: Train Loss:0.0019209, Val MRR:0.37876, ice0003_2
2023-05-18 09:19:43,410 - ice0003_2 - [INFO] - [E:55| 100]: Train Loss:0.0019317, Val MRR:0.37876, ice0003_2
2023-05-18 09:21:29,403 - ice0003_2 - [INFO] - [E:55| 200]: Train Loss:0.0019322, Val MRR:0.37876, ice0003_2
2023-05-18 09:23:12,718 - ice0003_2 - [INFO] - [E:55| 300]: Train Loss:0.0019356, Val MRR:0.37876, ice0003_2
2023-05-18 09:24:48,580 - ice0003_2 - [INFO] - [E:55| 400]: Train Loss:0.0019356, Val MRR:0.37876, ice0003_2
2023-05-18 09:26:28,156 - ice0003_2 - [INFO] - [E:55| 500]: Train Loss:0.001936, Val MRR:0.37876, ice0003_2
2023-05-18 09:28:10,325 - ice0003_2 - [INFO] - [E:55| 600]: Train Loss:0.0019354, Val MRR:0.37876, ice0003_2
2023-05-18 09:29:54,057 - ice0003_2 - [INFO] - [E:55| 700]: Train Loss:0.001936, Val MRR:0.37876, ice0003_2
2023-05-18 09:31:37,624 - ice0003_2 - [INFO] - [E:55| 800]: Train Loss:0.0019369, Val MRR:0.37876, ice0003_2
2023-05-18 09:33:15,005 - ice0003_2 - [INFO] - [E:55| 900]: Train Loss:0.001938, Val MRR:0.37876, ice0003_2
2023-05-18 09:34:21,899 - ice0003_2 - [INFO] - [Epoch:55]: Training Loss:0.001939
2023-05-18 09:34:22,161 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 09:34:45,307 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 09:35:08,387 - ice0003_2 - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.40359, Head : 0.35482, Avg : 0.37921
2023-05-18 09:35:09,933 - ice0003_2 - [INFO] - [Epoch 55]: Training Loss: 0.0019392, Valid MRR: 0.37921,
2023-05-18 09:35:11,128 - ice0003_2 - [INFO] - [E:56| 0]: Train Loss:0.0019617, Val MRR:0.37921, ice0003_2
2023-05-18 09:36:53,300 - ice0003_2 - [INFO] - [E:56| 100]: Train Loss:0.0019305, Val MRR:0.37921, ice0003_2
2023-05-18 09:38:36,374 - ice0003_2 - [INFO] - [E:56| 200]: Train Loss:0.0019323, Val MRR:0.37921, ice0003_2
2023-05-18 09:40:19,001 - ice0003_2 - [INFO] - [E:56| 300]: Train Loss:0.0019319, Val MRR:0.37921, ice0003_2
2023-05-18 09:41:53,410 - ice0003_2 - [INFO] - [E:56| 400]: Train Loss:0.0019321, Val MRR:0.37921, ice0003_2
2023-05-18 09:43:33,944 - ice0003_2 - [INFO] - [E:56| 500]: Train Loss:0.0019327, Val MRR:0.37921, ice0003_2
2023-05-18 09:45:17,529 - ice0003_2 - [INFO] - [E:56| 600]: Train Loss:0.0019332, Val MRR:0.37921, ice0003_2
2023-05-18 09:47:01,169 - ice0003_2 - [INFO] - [E:56| 700]: Train Loss:0.0019343, Val MRR:0.37921, ice0003_2
2023-05-18 09:48:44,536 - ice0003_2 - [INFO] - [E:56| 800]: Train Loss:0.0019349, Val MRR:0.37921, ice0003_2
2023-05-18 09:50:25,203 - ice0003_2 - [INFO] - [E:56| 900]: Train Loss:0.0019357, Val MRR:0.37921, ice0003_2
2023-05-18 09:51:29,718 - ice0003_2 - [INFO] - [Epoch:56]: Training Loss:0.001936
2023-05-18 09:51:29,982 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 09:51:53,273 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 09:52:15,994 - ice0003_2 - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.40381, Head : 0.35525, Avg : 0.37953
2023-05-18 09:52:17,291 - ice0003_2 - [INFO] - [Epoch 56]: Training Loss: 0.001936, Valid MRR: 0.37953,
2023-05-18 09:52:18,396 - ice0003_2 - [INFO] - [E:57| 0]: Train Loss:0.0019338, Val MRR:0.37953, ice0003_2
2023-05-18 09:54:01,017 - ice0003_2 - [INFO] - [E:57| 100]: Train Loss:0.0019268, Val MRR:0.37953, ice0003_2
2023-05-18 09:55:43,109 - ice0003_2 - [INFO] - [E:57| 200]: Train Loss:0.0019275, Val MRR:0.37953, ice0003_2
2023-05-18 09:57:25,400 - ice0003_2 - [INFO] - [E:57| 300]: Train Loss:0.0019267, Val MRR:0.37953, ice0003_2
2023-05-18 09:59:00,181 - ice0003_2 - [INFO] - [E:57| 400]: Train Loss:0.0019289, Val MRR:0.37953, ice0003_2
2023-05-18 10:00:40,946 - ice0003_2 - [INFO] - [E:57| 500]: Train Loss:0.0019296, Val MRR:0.37953, ice0003_2
2023-05-18 10:02:23,784 - ice0003_2 - [INFO] - [E:57| 600]: Train Loss:0.0019299, Val MRR:0.37953, ice0003_2
2023-05-18 10:04:05,874 - ice0003_2 - [INFO] - [E:57| 700]: Train Loss:0.0019306, Val MRR:0.37953, ice0003_2
2023-05-18 10:05:48,260 - ice0003_2 - [INFO] - [E:57| 800]: Train Loss:0.001932, Val MRR:0.37953, ice0003_2
2023-05-18 10:07:30,086 - ice0003_2 - [INFO] - [E:57| 900]: Train Loss:0.0019326, Val MRR:0.37953, ice0003_2
2023-05-18 10:08:33,753 - ice0003_2 - [INFO] - [Epoch:57]: Training Loss:0.001933
2023-05-18 10:08:34,267 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 10:08:58,834 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 10:09:20,944 - ice0003_2 - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.40407, Head : 0.35594, Avg : 0.38
2023-05-18 10:09:23,635 - ice0003_2 - [INFO] - [Epoch 57]: Training Loss: 0.0019332, Valid MRR: 0.38,
2023-05-18 10:09:24,786 - ice0003_2 - [INFO] - [E:58| 0]: Train Loss:0.0018685, Val MRR:0.38, ice0003_2
2023-05-18 10:11:05,168 - ice0003_2 - [INFO] - [E:58| 100]: Train Loss:0.0019226, Val MRR:0.38, ice0003_2
2023-05-18 10:12:47,275 - ice0003_2 - [INFO] - [E:58| 200]: Train Loss:0.0019247, Val MRR:0.38, ice0003_2
2023-05-18 10:14:29,557 - ice0003_2 - [INFO] - [E:58| 300]: Train Loss:0.0019243, Val MRR:0.38, ice0003_2
2023-05-18 10:16:08,334 - ice0003_2 - [INFO] - [E:58| 400]: Train Loss:0.0019254, Val MRR:0.38, ice0003_2
2023-05-18 10:17:44,610 - ice0003_2 - [INFO] - [E:58| 500]: Train Loss:0.0019268, Val MRR:0.38, ice0003_2
2023-05-18 10:19:28,085 - ice0003_2 - [INFO] - [E:58| 600]: Train Loss:0.0019277, Val MRR:0.38, ice0003_2
2023-05-18 10:21:11,689 - ice0003_2 - [INFO] - [E:58| 700]: Train Loss:0.0019281, Val MRR:0.38, ice0003_2
2023-05-18 10:22:54,576 - ice0003_2 - [INFO] - [E:58| 800]: Train Loss:0.0019287, Val MRR:0.38, ice0003_2
2023-05-18 10:24:36,020 - ice0003_2 - [INFO] - [E:58| 900]: Train Loss:0.0019295, Val MRR:0.38, ice0003_2
2023-05-18 10:25:37,099 - ice0003_2 - [INFO] - [Epoch:58]: Training Loss:0.00193
2023-05-18 10:25:37,475 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 10:26:00,162 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 10:26:22,852 - ice0003_2 - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.40505, Head : 0.35942, Avg : 0.38224
2023-05-18 10:26:24,560 - ice0003_2 - [INFO] - [Epoch 58]: Training Loss: 0.0019298, Valid MRR: 0.38224,
2023-05-18 10:26:25,891 - ice0003_2 - [INFO] - [E:59| 0]: Train Loss:0.0019879, Val MRR:0.38224, ice0003_2
2023-05-18 10:28:09,644 - ice0003_2 - [INFO] - [E:59| 100]: Train Loss:0.0019198, Val MRR:0.38224, ice0003_2
2023-05-18 10:29:53,088 - ice0003_2 - [INFO] - [E:59| 200]: Train Loss:0.0019223, Val MRR:0.38224, ice0003_2
2023-05-18 10:31:36,908 - ice0003_2 - [INFO] - [E:59| 300]: Train Loss:0.0019222, Val MRR:0.38224, ice0003_2
2023-05-18 10:33:18,946 - ice0003_2 - [INFO] - [E:59| 400]: Train Loss:0.0019216, Val MRR:0.38224, ice0003_2
2023-05-18 10:34:50,679 - ice0003_2 - [INFO] - [E:59| 500]: Train Loss:0.0019226, Val MRR:0.38224, ice0003_2
2023-05-18 10:36:32,820 - ice0003_2 - [INFO] - [E:59| 600]: Train Loss:0.0019239, Val MRR:0.38224, ice0003_2
2023-05-18 10:38:14,518 - ice0003_2 - [INFO] - [E:59| 700]: Train Loss:0.0019245, Val MRR:0.38224, ice0003_2
2023-05-18 10:39:55,927 - ice0003_2 - [INFO] - [E:59| 800]: Train Loss:0.0019255, Val MRR:0.38224, ice0003_2
2023-05-18 10:41:38,865 - ice0003_2 - [INFO] - [E:59| 900]: Train Loss:0.0019266, Val MRR:0.38224, ice0003_2
2023-05-18 10:42:41,013 - ice0003_2 - [INFO] - [Epoch:59]: Training Loss:0.001927
2023-05-18 10:42:41,277 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 10:43:04,409 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 10:43:27,384 - ice0003_2 - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.40468, Head : 0.35826, Avg : 0.38147
MR: Tail : 256.85, Head : 281.57, Avg : 269.21
Hit-1: Tail : 0.29967, Head : 0.25828, Avg : 0.27898
Hit-3: Tail : 0.45964, Head : 0.40333, Avg : 0.43148
Hit-10: Tail : 0.60456, Head : 0.55456, Avg : 0.57956
2023-05-18 10:43:27,385 - ice0003_2 - [INFO] - [Epoch 59]: Training Loss: 0.0019266, Valid MRR: 0.38224,
2023-05-18 10:43:28,570 - ice0003_2 - [INFO] - [E:60| 0]: Train Loss:0.0019762, Val MRR:0.38224, ice0003_2
2023-05-18 10:45:11,581 - ice0003_2 - [INFO] - [E:60| 100]: Train Loss:0.0019156, Val MRR:0.38224, ice0003_2
2023-05-18 10:46:54,754 - ice0003_2 - [INFO] - [E:60| 200]: Train Loss:0.0019152, Val MRR:0.38224, ice0003_2
2023-05-18 10:48:37,660 - ice0003_2 - [INFO] - [E:60| 300]: Train Loss:0.0019173, Val MRR:0.38224, ice0003_2
2023-05-18 10:50:20,918 - ice0003_2 - [INFO] - [E:60| 400]: Train Loss:0.001918, Val MRR:0.38224, ice0003_2
2023-05-18 10:51:53,386 - ice0003_2 - [INFO] - [E:60| 500]: Train Loss:0.0019193, Val MRR:0.38224, ice0003_2
2023-05-18 10:53:35,064 - ice0003_2 - [INFO] - [E:60| 600]: Train Loss:0.0019199, Val MRR:0.38224, ice0003_2
2023-05-18 10:55:17,131 - ice0003_2 - [INFO] - [E:60| 700]: Train Loss:0.0019212, Val MRR:0.38224, ice0003_2
2023-05-18 10:57:02,458 - ice0003_2 - [INFO] - [E:60| 800]: Train Loss:0.0019218, Val MRR:0.38224, ice0003_2
2023-05-18 10:58:44,534 - ice0003_2 - [INFO] - [E:60| 900]: Train Loss:0.0019228, Val MRR:0.38224, ice0003_2
2023-05-18 10:59:46,445 - ice0003_2 - [INFO] - [Epoch:60]: Training Loss:0.001923
2023-05-18 10:59:46,709 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 11:00:10,392 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 11:00:33,262 - ice0003_2 - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.40782, Head : 0.35859, Avg : 0.38321
2023-05-18 11:00:35,400 - ice0003_2 - [INFO] - [Epoch 60]: Training Loss: 0.0019235, Valid MRR: 0.38321,
2023-05-18 11:00:36,197 - ice0003_2 - [INFO] - [E:61| 0]: Train Loss:0.0019388, Val MRR:0.38321, ice0003_2
2023-05-18 11:02:19,893 - ice0003_2 - [INFO] - [E:61| 100]: Train Loss:0.0019165, Val MRR:0.38321, ice0003_2
2023-05-18 11:04:04,087 - ice0003_2 - [INFO] - [E:61| 200]: Train Loss:0.0019148, Val MRR:0.38321, ice0003_2
2023-05-18 11:05:47,399 - ice0003_2 - [INFO] - [E:61| 300]: Train Loss:0.0019173, Val MRR:0.38321, ice0003_2
2023-05-18 11:07:30,012 - ice0003_2 - [INFO] - [E:61| 400]: Train Loss:0.0019175, Val MRR:0.38321, ice0003_2
2023-05-18 11:09:02,311 - ice0003_2 - [INFO] - [E:61| 500]: Train Loss:0.0019172, Val MRR:0.38321, ice0003_2
2023-05-18 11:10:45,355 - ice0003_2 - [INFO] - [E:61| 600]: Train Loss:0.0019185, Val MRR:0.38321, ice0003_2
2023-05-18 11:12:28,132 - ice0003_2 - [INFO] - [E:61| 700]: Train Loss:0.0019184, Val MRR:0.38321, ice0003_2
2023-05-18 11:14:10,786 - ice0003_2 - [INFO] - [E:61| 800]: Train Loss:0.0019192, Val MRR:0.38321, ice0003_2
2023-05-18 11:15:53,757 - ice0003_2 - [INFO] - [E:61| 900]: Train Loss:0.0019196, Val MRR:0.38321, ice0003_2
2023-05-18 11:16:55,824 - ice0003_2 - [INFO] - [Epoch:61]: Training Loss:0.001921
2023-05-18 11:16:56,112 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 11:17:19,048 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 11:17:42,006 - ice0003_2 - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.40689, Head : 0.35862, Avg : 0.38276
2023-05-18 11:17:42,006 - ice0003_2 - [INFO] - [Epoch 61]: Training Loss: 0.0019205, Valid MRR: 0.38321,
2023-05-18 11:17:42,994 - ice0003_2 - [INFO] - [E:62| 0]: Train Loss:0.0018686, Val MRR:0.38321, ice0003_2
2023-05-18 11:19:25,286 - ice0003_2 - [INFO] - [E:62| 100]: Train Loss:0.0019125, Val MRR:0.38321, ice0003_2
2023-05-18 11:21:07,597 - ice0003_2 - [INFO] - [E:62| 200]: Train Loss:0.0019122, Val MRR:0.38321, ice0003_2
2023-05-18 11:22:49,631 - ice0003_2 - [INFO] - [E:62| 300]: Train Loss:0.0019124, Val MRR:0.38321, ice0003_2
2023-05-18 11:24:32,786 - ice0003_2 - [INFO] - [E:62| 400]: Train Loss:0.0019137, Val MRR:0.38321, ice0003_2
2023-05-18 11:26:05,703 - ice0003_2 - [INFO] - [E:62| 500]: Train Loss:0.001914, Val MRR:0.38321, ice0003_2
2023-05-18 11:27:49,825 - ice0003_2 - [INFO] - [E:62| 600]: Train Loss:0.0019147, Val MRR:0.38321, ice0003_2
2023-05-18 11:29:33,064 - ice0003_2 - [INFO] - [E:62| 700]: Train Loss:0.0019158, Val MRR:0.38321, ice0003_2
2023-05-18 11:31:16,486 - ice0003_2 - [INFO] - [E:62| 800]: Train Loss:0.0019165, Val MRR:0.38321, ice0003_2
2023-05-18 11:32:59,966 - ice0003_2 - [INFO] - [E:62| 900]: Train Loss:0.0019169, Val MRR:0.38321, ice0003_2
2023-05-18 11:34:01,887 - ice0003_2 - [INFO] - [Epoch:62]: Training Loss:0.001917
2023-05-18 11:34:02,232 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 11:34:25,643 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 11:34:48,558 - ice0003_2 - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.40582, Head : 0.35936, Avg : 0.38259
2023-05-18 11:34:48,558 - ice0003_2 - [INFO] - [Epoch 62]: Training Loss: 0.0019171, Valid MRR: 0.38321,
2023-05-18 11:34:49,597 - ice0003_2 - [INFO] - [E:63| 0]: Train Loss:0.001981, Val MRR:0.38321, ice0003_2
2023-05-18 11:36:30,362 - ice0003_2 - [INFO] - [E:63| 100]: Train Loss:0.0019078, Val MRR:0.38321, ice0003_2
2023-05-18 11:38:11,168 - ice0003_2 - [INFO] - [E:63| 200]: Train Loss:0.0019106, Val MRR:0.38321, ice0003_2
2023-05-18 11:39:55,028 - ice0003_2 - [INFO] - [E:63| 300]: Train Loss:0.0019094, Val MRR:0.38321, ice0003_2
2023-05-18 11:41:38,522 - ice0003_2 - [INFO] - [E:63| 400]: Train Loss:0.0019111, Val MRR:0.38321, ice0003_2
2023-05-18 11:43:11,573 - ice0003_2 - [INFO] - [E:63| 500]: Train Loss:0.0019117, Val MRR:0.38321, ice0003_2
2023-05-18 11:44:56,886 - ice0003_2 - [INFO] - [E:63| 600]: Train Loss:0.0019122, Val MRR:0.38321, ice0003_2
2023-05-18 11:46:39,593 - ice0003_2 - [INFO] - [E:63| 700]: Train Loss:0.0019125, Val MRR:0.38321, ice0003_2
2023-05-18 11:48:22,563 - ice0003_2 - [INFO] - [E:63| 800]: Train Loss:0.0019137, Val MRR:0.38321, ice0003_2
2023-05-18 11:50:04,722 - ice0003_2 - [INFO] - [E:63| 900]: Train Loss:0.0019141, Val MRR:0.38321, ice0003_2
2023-05-18 11:51:07,491 - ice0003_2 - [INFO] - [Epoch:63]: Training Loss:0.001915
2023-05-18 11:51:07,709 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 11:51:28,589 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 11:51:50,871 - ice0003_2 - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.40935, Head : 0.35725, Avg : 0.3833
2023-05-18 11:51:52,291 - ice0003_2 - [INFO] - [Epoch 63]: Training Loss: 0.0019147, Valid MRR: 0.3833,
2023-05-18 11:51:53,485 - ice0003_2 - [INFO] - [E:64| 0]: Train Loss:0.0019243, Val MRR:0.3833, ice0003_2
2023-05-18 11:53:36,121 - ice0003_2 - [INFO] - [E:64| 100]: Train Loss:0.0019055, Val MRR:0.3833, ice0003_2
2023-05-18 11:55:19,063 - ice0003_2 - [INFO] - [E:64| 200]: Train Loss:0.0019063, Val MRR:0.3833, ice0003_2
2023-05-18 11:57:02,137 - ice0003_2 - [INFO] - [E:64| 300]: Train Loss:0.0019066, Val MRR:0.3833, ice0003_2
2023-05-18 11:58:45,001 - ice0003_2 - [INFO] - [E:64| 400]: Train Loss:0.0019091, Val MRR:0.3833, ice0003_2
2023-05-18 12:00:17,724 - ice0003_2 - [INFO] - [E:64| 500]: Train Loss:0.0019101, Val MRR:0.3833, ice0003_2
2023-05-18 12:01:59,818 - ice0003_2 - [INFO] - [E:64| 600]: Train Loss:0.0019104, Val MRR:0.3833, ice0003_2
2023-05-18 12:03:42,300 - ice0003_2 - [INFO] - [E:64| 700]: Train Loss:0.0019105, Val MRR:0.3833, ice0003_2
2023-05-18 12:05:23,561 - ice0003_2 - [INFO] - [E:64| 800]: Train Loss:0.0019111, Val MRR:0.3833, ice0003_2
2023-05-18 12:07:05,085 - ice0003_2 - [INFO] - [E:64| 900]: Train Loss:0.0019114, Val MRR:0.3833, ice0003_2
2023-05-18 12:08:10,672 - ice0003_2 - [INFO] - [Epoch:64]: Training Loss:0.001912
2023-05-18 12:08:10,889 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 12:08:30,415 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 12:08:53,472 - ice0003_2 - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.40781, Head : 0.36041, Avg : 0.38411
2023-05-18 12:08:54,826 - ice0003_2 - [INFO] - [Epoch 64]: Training Loss: 0.0019117, Valid MRR: 0.38411,
2023-05-18 12:08:56,034 - ice0003_2 - [INFO] - [E:65| 0]: Train Loss:0.0018683, Val MRR:0.38411, ice0003_2
2023-05-18 12:10:39,085 - ice0003_2 - [INFO] - [E:65| 100]: Train Loss:0.0019018, Val MRR:0.38411, ice0003_2
2023-05-18 12:12:22,765 - ice0003_2 - [INFO] - [E:65| 200]: Train Loss:0.0019025, Val MRR:0.38411, ice0003_2
2023-05-18 12:14:06,294 - ice0003_2 - [INFO] - [E:65| 300]: Train Loss:0.0019026, Val MRR:0.38411, ice0003_2
2023-05-18 12:15:49,416 - ice0003_2 - [INFO] - [E:65| 400]: Train Loss:0.0019048, Val MRR:0.38411, ice0003_2
2023-05-18 12:17:22,337 - ice0003_2 - [INFO] - [E:65| 500]: Train Loss:0.0019059, Val MRR:0.38411, ice0003_2
2023-05-18 12:19:04,695 - ice0003_2 - [INFO] - [E:65| 600]: Train Loss:0.0019066, Val MRR:0.38411, ice0003_2
2023-05-18 12:20:45,069 - ice0003_2 - [INFO] - [E:65| 700]: Train Loss:0.0019067, Val MRR:0.38411, ice0003_2
2023-05-18 12:22:27,203 - ice0003_2 - [INFO] - [E:65| 800]: Train Loss:0.0019082, Val MRR:0.38411, ice0003_2
2023-05-18 12:24:09,759 - ice0003_2 - [INFO] - [E:65| 900]: Train Loss:0.0019083, Val MRR:0.38411, ice0003_2
2023-05-18 12:25:18,941 - ice0003_2 - [INFO] - [Epoch:65]: Training Loss:0.001909
2023-05-18 12:25:19,166 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 12:25:34,465 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 12:25:57,380 - ice0003_2 - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.40834, Head : 0.36051, Avg : 0.38442
2023-05-18 12:25:58,821 - ice0003_2 - [INFO] - [Epoch 65]: Training Loss: 0.0019088, Valid MRR: 0.38442,
2023-05-18 12:26:00,033 - ice0003_2 - [INFO] - [E:66| 0]: Train Loss:0.0019517, Val MRR:0.38442, ice0003_2
2023-05-18 12:27:41,425 - ice0003_2 - [INFO] - [E:66| 100]: Train Loss:0.0019047, Val MRR:0.38442, ice0003_2
2023-05-18 12:29:23,491 - ice0003_2 - [INFO] - [E:66| 200]: Train Loss:0.0019011, Val MRR:0.38442, ice0003_2
2023-05-18 12:31:05,308 - ice0003_2 - [INFO] - [E:66| 300]: Train Loss:0.0019023, Val MRR:0.38442, ice0003_2
2023-05-18 12:32:50,049 - ice0003_2 - [INFO] - [E:66| 400]: Train Loss:0.0019038, Val MRR:0.38442, ice0003_2
2023-05-18 12:34:20,884 - ice0003_2 - [INFO] - [E:66| 500]: Train Loss:0.0019043, Val MRR:0.38442, ice0003_2
2023-05-18 12:36:03,253 - ice0003_2 - [INFO] - [E:66| 600]: Train Loss:0.001905, Val MRR:0.38442, ice0003_2
2023-05-18 12:37:45,681 - ice0003_2 - [INFO] - [E:66| 700]: Train Loss:0.0019055, Val MRR:0.38442, ice0003_2
2023-05-18 12:39:28,246 - ice0003_2 - [INFO] - [E:66| 800]: Train Loss:0.0019057, Val MRR:0.38442, ice0003_2
2023-05-18 12:41:10,940 - ice0003_2 - [INFO] - [E:66| 900]: Train Loss:0.0019061, Val MRR:0.38442, ice0003_2
2023-05-18 12:42:23,129 - ice0003_2 - [INFO] - [Epoch:66]: Training Loss:0.001906
2023-05-18 12:42:23,642 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 12:42:42,101 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 12:42:58,212 - ice0003_2 - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.41054, Head : 0.36045, Avg : 0.38549
2023-05-18 12:43:00,630 - ice0003_2 - [INFO] - [Epoch 66]: Training Loss: 0.0019064, Valid MRR: 0.38549,
2023-05-18 12:43:01,952 - ice0003_2 - [INFO] - [E:67| 0]: Train Loss:0.0018828, Val MRR:0.38549, ice0003_2
2023-05-18 12:44:45,321 - ice0003_2 - [INFO] - [E:67| 100]: Train Loss:0.0019036, Val MRR:0.38549, ice0003_2
2023-05-18 12:46:27,942 - ice0003_2 - [INFO] - [E:67| 200]: Train Loss:0.0019, Val MRR:0.38549, ice0003_2
2023-05-18 12:48:09,751 - ice0003_2 - [INFO] - [E:67| 300]: Train Loss:0.0019, Val MRR:0.38549, ice0003_2
2023-05-18 12:49:51,898 - ice0003_2 - [INFO] - [E:67| 400]: Train Loss:0.0019, Val MRR:0.38549, ice0003_2
2023-05-18 12:51:24,607 - ice0003_2 - [INFO] - [E:67| 500]: Train Loss:0.0019008, Val MRR:0.38549, ice0003_2
2023-05-18 12:53:07,011 - ice0003_2 - [INFO] - [E:67| 600]: Train Loss:0.0019003, Val MRR:0.38549, ice0003_2
2023-05-18 12:54:49,386 - ice0003_2 - [INFO] - [E:67| 700]: Train Loss:0.0019011, Val MRR:0.38549, ice0003_2
2023-05-18 12:56:32,727 - ice0003_2 - [INFO] - [E:67| 800]: Train Loss:0.0019024, Val MRR:0.38549, ice0003_2
2023-05-18 12:58:16,201 - ice0003_2 - [INFO] - [E:67| 900]: Train Loss:0.0019032, Val MRR:0.38549, ice0003_2
2023-05-18 12:59:29,018 - ice0003_2 - [INFO] - [Epoch:67]: Training Loss:0.001904
2023-05-18 12:59:29,413 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 12:59:50,085 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 13:00:04,076 - ice0003_2 - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.4091, Head : 0.36209, Avg : 0.38559
2023-05-18 13:00:05,962 - ice0003_2 - [INFO] - [Epoch 67]: Training Loss: 0.0019035, Valid MRR: 0.38559,
2023-05-18 13:00:07,237 - ice0003_2 - [INFO] - [E:68| 0]: Train Loss:0.0018169, Val MRR:0.38559, ice0003_2
2023-05-18 13:01:50,402 - ice0003_2 - [INFO] - [E:68| 100]: Train Loss:0.0018986, Val MRR:0.38559, ice0003_2
2023-05-18 13:03:31,462 - ice0003_2 - [INFO] - [E:68| 200]: Train Loss:0.001896, Val MRR:0.38559, ice0003_2
2023-05-18 13:05:13,594 - ice0003_2 - [INFO] - [E:68| 300]: Train Loss:0.0018955, Val MRR:0.38559, ice0003_2
2023-05-18 13:06:56,371 - ice0003_2 - [INFO] - [E:68| 400]: Train Loss:0.0018961, Val MRR:0.38559, ice0003_2
2023-05-18 13:08:31,947 - ice0003_2 - [INFO] - [E:68| 500]: Train Loss:0.0018976, Val MRR:0.38559, ice0003_2
2023-05-18 13:10:11,496 - ice0003_2 - [INFO] - [E:68| 600]: Train Loss:0.0018978, Val MRR:0.38559, ice0003_2
2023-05-18 13:11:53,616 - ice0003_2 - [INFO] - [E:68| 700]: Train Loss:0.001899, Val MRR:0.38559, ice0003_2
2023-05-18 13:13:35,755 - ice0003_2 - [INFO] - [E:68| 800]: Train Loss:0.0019001, Val MRR:0.38559, ice0003_2
2023-05-18 13:15:18,362 - ice0003_2 - [INFO] - [E:68| 900]: Train Loss:0.0019008, Val MRR:0.38559, ice0003_2
2023-05-18 13:16:29,929 - ice0003_2 - [INFO] - [Epoch:68]: Training Loss:0.001901
2023-05-18 13:16:30,334 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 13:16:52,732 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 13:17:09,310 - ice0003_2 - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.41114, Head : 0.36142, Avg : 0.38628
2023-05-18 13:17:10,697 - ice0003_2 - [INFO] - [Epoch 68]: Training Loss: 0.0019013, Valid MRR: 0.38628,
2023-05-18 13:17:11,344 - ice0003_2 - [INFO] - [E:69| 0]: Train Loss:0.001891, Val MRR:0.38628, ice0003_2
2023-05-18 13:18:48,562 - ice0003_2 - [INFO] - [E:69| 100]: Train Loss:0.0018877, Val MRR:0.38628, ice0003_2
2023-05-18 13:20:33,708 - ice0003_2 - [INFO] - [E:69| 200]: Train Loss:0.0018921, Val MRR:0.38628, ice0003_2
2023-05-18 13:22:16,764 - ice0003_2 - [INFO] - [E:69| 300]: Train Loss:0.001894, Val MRR:0.38628, ice0003_2
2023-05-18 13:23:59,322 - ice0003_2 - [INFO] - [E:69| 400]: Train Loss:0.0018951, Val MRR:0.38628, ice0003_2
2023-05-18 13:25:41,656 - ice0003_2 - [INFO] - [E:69| 500]: Train Loss:0.0018965, Val MRR:0.38628, ice0003_2
2023-05-18 13:27:14,223 - ice0003_2 - [INFO] - [E:69| 600]: Train Loss:0.0018967, Val MRR:0.38628, ice0003_2
2023-05-18 13:28:57,058 - ice0003_2 - [INFO] - [E:69| 700]: Train Loss:0.0018975, Val MRR:0.38628, ice0003_2
2023-05-18 13:30:39,741 - ice0003_2 - [INFO] - [E:69| 800]: Train Loss:0.0018976, Val MRR:0.38628, ice0003_2
2023-05-18 13:32:21,429 - ice0003_2 - [INFO] - [E:69| 900]: Train Loss:0.0018981, Val MRR:0.38628, ice0003_2
2023-05-18 13:33:33,290 - ice0003_2 - [INFO] - [Epoch:69]: Training Loss:0.001898
2023-05-18 13:33:33,651 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 13:33:56,885 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 13:34:19,377 - ice0003_2 - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.41003, Head : 0.36198, Avg : 0.38601
MR: Tail : 264.85, Head : 292.8, Avg : 278.83
Hit-1: Tail : 0.30392, Head : 0.25998, Avg : 0.28195
Hit-3: Tail : 0.46377, Head : 0.40745, Avg : 0.43561
Hit-10: Tail : 0.61391, Head : 0.56342, Avg : 0.58866
2023-05-18 13:34:19,378 - ice0003_2 - [INFO] - [Epoch 69]: Training Loss: 0.0018984, Valid MRR: 0.38628,
2023-05-18 13:34:20,033 - ice0003_2 - [INFO] - [E:70| 0]: Train Loss:0.0018791, Val MRR:0.38628, ice0003_2
2023-05-18 13:35:52,866 - ice0003_2 - [INFO] - [E:70| 100]: Train Loss:0.0018866, Val MRR:0.38628, ice0003_2
2023-05-18 13:37:35,470 - ice0003_2 - [INFO] - [E:70| 200]: Train Loss:0.0018868, Val MRR:0.38628, ice0003_2
2023-05-18 13:39:17,983 - ice0003_2 - [INFO] - [E:70| 300]: Train Loss:0.0018868, Val MRR:0.38628, ice0003_2
2023-05-18 13:41:00,490 - ice0003_2 - [INFO] - [E:70| 400]: Train Loss:0.001891, Val MRR:0.38628, ice0003_2
2023-05-18 13:42:42,907 - ice0003_2 - [INFO] - [E:70| 500]: Train Loss:0.0018916, Val MRR:0.38628, ice0003_2
2023-05-18 13:44:15,063 - ice0003_2 - [INFO] - [E:70| 600]: Train Loss:0.0018923, Val MRR:0.38628, ice0003_2
2023-05-18 13:45:56,218 - ice0003_2 - [INFO] - [E:70| 700]: Train Loss:0.0018928, Val MRR:0.38628, ice0003_2
2023-05-18 13:47:38,280 - ice0003_2 - [INFO] - [E:70| 800]: Train Loss:0.0018938, Val MRR:0.38628, ice0003_2
2023-05-18 13:49:20,589 - ice0003_2 - [INFO] - [E:70| 900]: Train Loss:0.0018951, Val MRR:0.38628, ice0003_2
2023-05-18 13:50:32,709 - ice0003_2 - [INFO] - [Epoch:70]: Training Loss:0.001895
2023-05-18 13:50:33,037 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 13:50:56,244 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 13:51:19,180 - ice0003_2 - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.41049, Head : 0.36246, Avg : 0.38647
2023-05-18 13:51:21,584 - ice0003_2 - [INFO] - [Epoch 70]: Training Loss: 0.0018954, Valid MRR: 0.38647,
2023-05-18 13:51:22,775 - ice0003_2 - [INFO] - [E:71| 0]: Train Loss:0.0018832, Val MRR:0.38647, ice0003_2
2023-05-18 13:52:54,724 - ice0003_2 - [INFO] - [E:71| 100]: Train Loss:0.0018851, Val MRR:0.38647, ice0003_2
2023-05-18 13:54:36,771 - ice0003_2 - [INFO] - [E:71| 200]: Train Loss:0.0018889, Val MRR:0.38647, ice0003_2
2023-05-18 13:56:19,170 - ice0003_2 - [INFO] - [E:71| 300]: Train Loss:0.0018876, Val MRR:0.38647, ice0003_2
2023-05-18 13:58:01,616 - ice0003_2 - [INFO] - [E:71| 400]: Train Loss:0.0018872, Val MRR:0.38647, ice0003_2
2023-05-18 13:59:43,992 - ice0003_2 - [INFO] - [E:71| 500]: Train Loss:0.0018876, Val MRR:0.38647, ice0003_2
2023-05-18 14:01:14,917 - ice0003_2 - [INFO] - [E:71| 600]: Train Loss:0.0018895, Val MRR:0.38647, ice0003_2
2023-05-18 14:02:56,916 - ice0003_2 - [INFO] - [E:71| 700]: Train Loss:0.0018905, Val MRR:0.38647, ice0003_2
2023-05-18 14:04:39,169 - ice0003_2 - [INFO] - [E:71| 800]: Train Loss:0.0018914, Val MRR:0.38647, ice0003_2
2023-05-18 14:06:23,901 - ice0003_2 - [INFO] - [E:71| 900]: Train Loss:0.0018923, Val MRR:0.38647, ice0003_2
2023-05-18 14:07:35,933 - ice0003_2 - [INFO] - [Epoch:71]: Training Loss:0.001893
2023-05-18 14:07:36,272 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 14:07:59,613 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 14:08:22,653 - ice0003_2 - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.41143, Head : 0.36355, Avg : 0.38749
2023-05-18 14:08:25,442 - ice0003_2 - [INFO] - [Epoch 71]: Training Loss: 0.0018931, Valid MRR: 0.38749,
2023-05-18 14:08:26,498 - ice0003_2 - [INFO] - [E:72| 0]: Train Loss:0.0018976, Val MRR:0.38749, ice0003_2
2023-05-18 14:09:58,798 - ice0003_2 - [INFO] - [E:72| 100]: Train Loss:0.0018884, Val MRR:0.38749, ice0003_2
2023-05-18 14:11:42,237 - ice0003_2 - [INFO] - [E:72| 200]: Train Loss:0.0018846, Val MRR:0.38749, ice0003_2
2023-05-18 14:13:26,216 - ice0003_2 - [INFO] - [E:72| 300]: Train Loss:0.0018863, Val MRR:0.38749, ice0003_2
2023-05-18 14:15:08,387 - ice0003_2 - [INFO] - [E:72| 400]: Train Loss:0.0018878, Val MRR:0.38749, ice0003_2
2023-05-18 14:16:51,007 - ice0003_2 - [INFO] - [E:72| 500]: Train Loss:0.0018879, Val MRR:0.38749, ice0003_2
2023-05-18 14:18:23,092 - ice0003_2 - [INFO] - [E:72| 600]: Train Loss:0.0018885, Val MRR:0.38749, ice0003_2
2023-05-18 14:20:05,166 - ice0003_2 - [INFO] - [E:72| 700]: Train Loss:0.0018897, Val MRR:0.38749, ice0003_2
2023-05-18 14:21:47,434 - ice0003_2 - [INFO] - [E:72| 800]: Train Loss:0.0018904, Val MRR:0.38749, ice0003_2
2023-05-18 14:23:29,299 - ice0003_2 - [INFO] - [E:72| 900]: Train Loss:0.0018907, Val MRR:0.38749, ice0003_2
2023-05-18 14:24:41,492 - ice0003_2 - [INFO] - [Epoch:72]: Training Loss:0.001891
2023-05-18 14:24:41,951 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 14:25:05,059 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 14:25:27,868 - ice0003_2 - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.41219, Head : 0.36323, Avg : 0.38771
2023-05-18 14:25:30,154 - ice0003_2 - [INFO] - [Epoch 72]: Training Loss: 0.001891, Valid MRR: 0.38771,
2023-05-18 14:25:31,423 - ice0003_2 - [INFO] - [E:73| 0]: Train Loss:0.0018578, Val MRR:0.38771, ice0003_2
2023-05-18 14:27:03,750 - ice0003_2 - [INFO] - [E:73| 100]: Train Loss:0.0018867, Val MRR:0.38771, ice0003_2
2023-05-18 14:28:45,820 - ice0003_2 - [INFO] - [E:73| 200]: Train Loss:0.0018859, Val MRR:0.38771, ice0003_2
2023-05-18 14:30:26,914 - ice0003_2 - [INFO] - [E:73| 300]: Train Loss:0.0018849, Val MRR:0.38771, ice0003_2
2023-05-18 14:32:09,196 - ice0003_2 - [INFO] - [E:73| 400]: Train Loss:0.0018857, Val MRR:0.38771, ice0003_2
2023-05-18 14:33:51,948 - ice0003_2 - [INFO] - [E:73| 500]: Train Loss:0.0018861, Val MRR:0.38771, ice0003_2
2023-05-18 14:35:24,352 - ice0003_2 - [INFO] - [E:73| 600]: Train Loss:0.0018863, Val MRR:0.38771, ice0003_2
2023-05-18 14:37:06,759 - ice0003_2 - [INFO] - [E:73| 700]: Train Loss:0.001886, Val MRR:0.38771, ice0003_2
2023-05-18 14:38:49,019 - ice0003_2 - [INFO] - [E:73| 800]: Train Loss:0.0018867, Val MRR:0.38771, ice0003_2
2023-05-18 14:40:31,119 - ice0003_2 - [INFO] - [E:73| 900]: Train Loss:0.0018881, Val MRR:0.38771, ice0003_2
2023-05-18 14:41:43,092 - ice0003_2 - [INFO] - [Epoch:73]: Training Loss:0.001889
2023-05-18 14:41:43,490 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 14:42:06,805 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 14:42:29,604 - ice0003_2 - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.41006, Head : 0.36486, Avg : 0.38746
2023-05-18 14:42:29,604 - ice0003_2 - [INFO] - [Epoch 73]: Training Loss: 0.0018886, Valid MRR: 0.38771,
2023-05-18 14:42:30,789 - ice0003_2 - [INFO] - [E:74| 0]: Train Loss:0.0018407, Val MRR:0.38771, ice0003_2
2023-05-18 14:44:02,474 - ice0003_2 - [INFO] - [E:74| 100]: Train Loss:0.0018778, Val MRR:0.38771, ice0003_2
2023-05-18 14:45:43,704 - ice0003_2 - [INFO] - [E:74| 200]: Train Loss:0.0018795, Val MRR:0.38771, ice0003_2
2023-05-18 14:47:25,629 - ice0003_2 - [INFO] - [E:74| 300]: Train Loss:0.0018796, Val MRR:0.38771, ice0003_2
2023-05-18 14:49:07,521 - ice0003_2 - [INFO] - [E:74| 400]: Train Loss:0.0018814, Val MRR:0.38771, ice0003_2
2023-05-18 14:50:49,464 - ice0003_2 - [INFO] - [E:74| 500]: Train Loss:0.0018825, Val MRR:0.38771, ice0003_2
2023-05-18 14:52:22,018 - ice0003_2 - [INFO] - [E:74| 600]: Train Loss:0.0018831, Val MRR:0.38771, ice0003_2
2023-05-18 14:54:08,993 - ice0003_2 - [INFO] - [E:74| 700]: Train Loss:0.0018843, Val MRR:0.38771, ice0003_2
2023-05-18 14:55:51,095 - ice0003_2 - [INFO] - [E:74| 800]: Train Loss:0.0018852, Val MRR:0.38771, ice0003_2
2023-05-18 14:57:32,583 - ice0003_2 - [INFO] - [E:74| 900]: Train Loss:0.0018862, Val MRR:0.38771, ice0003_2
2023-05-18 14:58:43,937 - ice0003_2 - [INFO] - [Epoch:74]: Training Loss:0.001887
2023-05-18 14:58:44,291 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 14:59:07,025 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 14:59:30,056 - ice0003_2 - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.41234, Head : 0.36347, Avg : 0.3879
2023-05-18 14:59:32,752 - ice0003_2 - [INFO] - [Epoch 74]: Training Loss: 0.0018866, Valid MRR: 0.3879,
2023-05-18 14:59:33,645 - ice0003_2 - [INFO] - [E:75| 0]: Train Loss:0.0018885, Val MRR:0.3879, ice0003_2
2023-05-18 15:01:06,425 - ice0003_2 - [INFO] - [E:75| 100]: Train Loss:0.0018761, Val MRR:0.3879, ice0003_2
2023-05-18 15:02:49,572 - ice0003_2 - [INFO] - [E:75| 200]: Train Loss:0.0018783, Val MRR:0.3879, ice0003_2
2023-05-18 15:04:32,737 - ice0003_2 - [INFO] - [E:75| 300]: Train Loss:0.0018795, Val MRR:0.3879, ice0003_2
2023-05-18 15:06:15,690 - ice0003_2 - [INFO] - [E:75| 400]: Train Loss:0.0018807, Val MRR:0.3879, ice0003_2
2023-05-18 15:07:59,031 - ice0003_2 - [INFO] - [E:75| 500]: Train Loss:0.0018811, Val MRR:0.3879, ice0003_2
2023-05-18 15:09:31,965 - ice0003_2 - [INFO] - [E:75| 600]: Train Loss:0.001882, Val MRR:0.3879, ice0003_2
2023-05-18 15:11:14,049 - ice0003_2 - [INFO] - [E:75| 700]: Train Loss:0.0018825, Val MRR:0.3879, ice0003_2
2023-05-18 15:12:56,086 - ice0003_2 - [INFO] - [E:75| 800]: Train Loss:0.0018822, Val MRR:0.3879, ice0003_2
2023-05-18 15:14:38,595 - ice0003_2 - [INFO] - [E:75| 900]: Train Loss:0.0018831, Val MRR:0.3879, ice0003_2
2023-05-18 15:15:50,709 - ice0003_2 - [INFO] - [Epoch:75]: Training Loss:0.001884
2023-05-18 15:15:50,971 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 15:16:14,430 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 15:16:37,417 - ice0003_2 - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.41147, Head : 0.36427, Avg : 0.38787
2023-05-18 15:16:37,417 - ice0003_2 - [INFO] - [Epoch 75]: Training Loss: 0.0018837, Valid MRR: 0.3879,
2023-05-18 15:16:38,558 - ice0003_2 - [INFO] - [E:76| 0]: Train Loss:0.0018532, Val MRR:0.3879, ice0003_2
2023-05-18 15:18:10,327 - ice0003_2 - [INFO] - [E:76| 100]: Train Loss:0.0018683, Val MRR:0.3879, ice0003_2
2023-05-18 15:19:52,213 - ice0003_2 - [INFO] - [E:76| 200]: Train Loss:0.0018691, Val MRR:0.3879, ice0003_2
2023-05-18 15:21:33,888 - ice0003_2 - [INFO] - [E:76| 300]: Train Loss:0.0018723, Val MRR:0.3879, ice0003_2
2023-05-18 15:23:16,226 - ice0003_2 - [INFO] - [E:76| 400]: Train Loss:0.0018751, Val MRR:0.3879, ice0003_2
2023-05-18 15:24:58,264 - ice0003_2 - [INFO] - [E:76| 500]: Train Loss:0.0018767, Val MRR:0.3879, ice0003_2
2023-05-18 15:26:30,228 - ice0003_2 - [INFO] - [E:76| 600]: Train Loss:0.0018783, Val MRR:0.3879, ice0003_2
2023-05-18 15:28:11,418 - ice0003_2 - [INFO] - [E:76| 700]: Train Loss:0.0018792, Val MRR:0.3879, ice0003_2
2023-05-18 15:29:53,775 - ice0003_2 - [INFO] - [E:76| 800]: Train Loss:0.00188, Val MRR:0.3879, ice0003_2
2023-05-18 15:31:36,388 - ice0003_2 - [INFO] - [E:76| 900]: Train Loss:0.0018807, Val MRR:0.3879, ice0003_2
2023-05-18 15:32:48,972 - ice0003_2 - [INFO] - [Epoch:76]: Training Loss:0.001882
2023-05-18 15:32:49,283 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 15:33:12,553 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 15:33:36,109 - ice0003_2 - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.41391, Head : 0.36483, Avg : 0.38937
2023-05-18 15:33:38,141 - ice0003_2 - [INFO] - [Epoch 76]: Training Loss: 0.0018818, Valid MRR: 0.38937,
2023-05-18 15:33:39,327 - ice0003_2 - [INFO] - [E:77| 0]: Train Loss:0.0018265, Val MRR:0.38937, ice0003_2
2023-05-18 15:35:12,097 - ice0003_2 - [INFO] - [E:77| 100]: Train Loss:0.0018678, Val MRR:0.38937, ice0003_2
2023-05-18 15:36:55,475 - ice0003_2 - [INFO] - [E:77| 200]: Train Loss:0.0018695, Val MRR:0.38937, ice0003_2
2023-05-18 15:38:38,471 - ice0003_2 - [INFO] - [E:77| 300]: Train Loss:0.0018729, Val MRR:0.38937, ice0003_2
2023-05-18 15:40:20,848 - ice0003_2 - [INFO] - [E:77| 400]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2
2023-05-18 15:42:05,920 - ice0003_2 - [INFO] - [E:77| 500]: Train Loss:0.0018742, Val MRR:0.38937, ice0003_2
2023-05-18 15:43:38,433 - ice0003_2 - [INFO] - [E:77| 600]: Train Loss:0.0018759, Val MRR:0.38937, ice0003_2
2023-05-18 15:45:21,084 - ice0003_2 - [INFO] - [E:77| 700]: Train Loss:0.0018775, Val MRR:0.38937, ice0003_2
2023-05-18 15:47:03,572 - ice0003_2 - [INFO] - [E:77| 800]: Train Loss:0.001878, Val MRR:0.38937, ice0003_2
2023-05-18 15:48:45,971 - ice0003_2 - [INFO] - [E:77| 900]: Train Loss:0.0018785, Val MRR:0.38937, ice0003_2
2023-05-18 15:49:57,951 - ice0003_2 - [INFO] - [Epoch:77]: Training Loss:0.001879
2023-05-18 15:49:58,444 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 15:50:21,388 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 15:50:44,590 - ice0003_2 - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.41334, Head : 0.36436, Avg : 0.38885
2023-05-18 15:50:44,590 - ice0003_2 - [INFO] - [Epoch 77]: Training Loss: 0.0018793, Valid MRR: 0.38937,
2023-05-18 15:50:45,367 - ice0003_2 - [INFO] - [E:78| 0]: Train Loss:0.0019039, Val MRR:0.38937, ice0003_2
2023-05-18 15:52:18,036 - ice0003_2 - [INFO] - [E:78| 100]: Train Loss:0.0018683, Val MRR:0.38937, ice0003_2
2023-05-18 15:54:00,624 - ice0003_2 - [INFO] - [E:78| 200]: Train Loss:0.0018686, Val MRR:0.38937, ice0003_2
2023-05-18 15:55:41,262 - ice0003_2 - [INFO] - [E:78| 300]: Train Loss:0.001872, Val MRR:0.38937, ice0003_2
2023-05-18 15:57:22,575 - ice0003_2 - [INFO] - [E:78| 400]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2
2023-05-18 15:59:04,454 - ice0003_2 - [INFO] - [E:78| 500]: Train Loss:0.001875, Val MRR:0.38937, ice0003_2
2023-05-18 16:00:42,210 - ice0003_2 - [INFO] - [E:78| 600]: Train Loss:0.0018743, Val MRR:0.38937, ice0003_2
2023-05-18 16:02:19,186 - ice0003_2 - [INFO] - [E:78| 700]: Train Loss:0.0018745, Val MRR:0.38937, ice0003_2
2023-05-18 16:04:02,012 - ice0003_2 - [INFO] - [E:78| 800]: Train Loss:0.0018761, Val MRR:0.38937, ice0003_2
2023-05-18 16:05:44,859 - ice0003_2 - [INFO] - [E:78| 900]: Train Loss:0.0018768, Val MRR:0.38937, ice0003_2
2023-05-18 16:06:57,388 - ice0003_2 - [INFO] - [Epoch:78]: Training Loss:0.001877
2023-05-18 16:06:57,891 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 16:07:21,182 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 16:07:44,061 - ice0003_2 - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.41401, Head : 0.36388, Avg : 0.38894
2023-05-18 16:07:44,061 - ice0003_2 - [INFO] - [Epoch 78]: Training Loss: 0.0018771, Valid MRR: 0.38937,
2023-05-18 16:07:45,278 - ice0003_2 - [INFO] - [E:79| 0]: Train Loss:0.0018478, Val MRR:0.38937, ice0003_2
2023-05-18 16:09:22,398 - ice0003_2 - [INFO] - [E:79| 100]: Train Loss:0.0018674, Val MRR:0.38937, ice0003_2
2023-05-18 16:10:59,123 - ice0003_2 - [INFO] - [E:79| 200]: Train Loss:0.0018681, Val MRR:0.38937, ice0003_2
2023-05-18 16:12:41,601 - ice0003_2 - [INFO] - [E:79| 300]: Train Loss:0.0018707, Val MRR:0.38937, ice0003_2
2023-05-18 16:14:23,584 - ice0003_2 - [INFO] - [E:79| 400]: Train Loss:0.0018723, Val MRR:0.38937, ice0003_2
2023-05-18 16:16:05,386 - ice0003_2 - [INFO] - [E:79| 500]: Train Loss:0.0018729, Val MRR:0.38937, ice0003_2
2023-05-18 16:17:47,752 - ice0003_2 - [INFO] - [E:79| 600]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2
2023-05-18 16:19:19,621 - ice0003_2 - [INFO] - [E:79| 700]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2
2023-05-18 16:21:02,561 - ice0003_2 - [INFO] - [E:79| 800]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2
2023-05-18 16:22:46,037 - ice0003_2 - [INFO] - [E:79| 900]: Train Loss:0.0018742, Val MRR:0.38937, ice0003_2
2023-05-18 16:23:57,624 - ice0003_2 - [INFO] - [Epoch:79]: Training Loss:0.001875
2023-05-18 16:23:58,143 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 16:24:20,711 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 16:24:42,897 - ice0003_2 - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.41182, Head : 0.36324, Avg : 0.38753
MR: Tail : 275.07, Head : 303.67, Avg : 289.37
Hit-1: Tail : 0.30538, Head : 0.26023, Avg : 0.2828
Hit-3: Tail : 0.46486, Head : 0.40757, Avg : 0.43622
Hit-10: Tail : 0.61391, Head : 0.56815, Avg : 0.59103
2023-05-18 16:24:42,897 - ice0003_2 - [INFO] - [Epoch 79]: Training Loss: 0.0018747, Valid MRR: 0.38937,
2023-05-18 16:24:43,963 - ice0003_2 - [INFO] - [E:80| 0]: Train Loss:0.0018535, Val MRR:0.38937, ice0003_2
2023-05-18 16:26:22,765 - ice0003_2 - [INFO] - [E:80| 100]: Train Loss:0.0018635, Val MRR:0.38937, ice0003_2
2023-05-18 16:27:58,679 - ice0003_2 - [INFO] - [E:80| 200]: Train Loss:0.0018668, Val MRR:0.38937, ice0003_2
2023-05-18 16:29:43,896 - ice0003_2 - [INFO] - [E:80| 300]: Train Loss:0.0018673, Val MRR:0.38937, ice0003_2
2023-05-18 16:31:27,178 - ice0003_2 - [INFO] - [E:80| 400]: Train Loss:0.0018671, Val MRR:0.38937, ice0003_2
2023-05-18 16:33:10,166 - ice0003_2 - [INFO] - [E:80| 500]: Train Loss:0.0018678, Val MRR:0.38937, ice0003_2
2023-05-18 16:34:53,025 - ice0003_2 - [INFO] - [E:80| 600]: Train Loss:0.0018694, Val MRR:0.38937, ice0003_2
2023-05-18 16:36:25,299 - ice0003_2 - [INFO] - [E:80| 700]: Train Loss:0.0018699, Val MRR:0.38937, ice0003_2
2023-05-18 16:38:06,719 - ice0003_2 - [INFO] - [E:80| 800]: Train Loss:0.0018707, Val MRR:0.38937, ice0003_2
2023-05-18 16:39:48,278 - ice0003_2 - [INFO] - [E:80| 900]: Train Loss:0.0018717, Val MRR:0.38937, ice0003_2
2023-05-18 16:41:00,343 - ice0003_2 - [INFO] - [Epoch:80]: Training Loss:0.001873
2023-05-18 16:41:00,684 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 16:41:24,264 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 16:41:46,876 - ice0003_2 - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.41332, Head : 0.36566, Avg : 0.38949
2023-05-18 16:41:48,104 - ice0003_2 - [INFO] - [Epoch 80]: Training Loss: 0.0018727, Valid MRR: 0.38949,
2023-05-18 16:41:49,173 - ice0003_2 - [INFO] - [E:81| 0]: Train Loss:0.0018327, Val MRR:0.38949, ice0003_2
2023-05-18 16:43:31,850 - ice0003_2 - [INFO] - [E:81| 100]: Train Loss:0.0018633, Val MRR:0.38949, ice0003_2
2023-05-18 16:45:03,993 - ice0003_2 - [INFO] - [E:81| 200]: Train Loss:0.0018641, Val MRR:0.38949, ice0003_2
2023-05-18 16:46:46,278 - ice0003_2 - [INFO] - [E:81| 300]: Train Loss:0.0018655, Val MRR:0.38949, ice0003_2
2023-05-18 16:48:28,813 - ice0003_2 - [INFO] - [E:81| 400]: Train Loss:0.0018671, Val MRR:0.38949, ice0003_2
2023-05-18 16:50:11,051 - ice0003_2 - [INFO] - [E:81| 500]: Train Loss:0.0018677, Val MRR:0.38949, ice0003_2
2023-05-18 16:51:54,175 - ice0003_2 - [INFO] - [E:81| 600]: Train Loss:0.0018688, Val MRR:0.38949, ice0003_2
2023-05-18 16:53:25,115 - ice0003_2 - [INFO] - [E:81| 700]: Train Loss:0.0018687, Val MRR:0.38949, ice0003_2
2023-05-18 16:55:07,169 - ice0003_2 - [INFO] - [E:81| 800]: Train Loss:0.0018695, Val MRR:0.38949, ice0003_2
2023-05-18 16:56:49,470 - ice0003_2 - [INFO] - [E:81| 900]: Train Loss:0.0018699, Val MRR:0.38949, ice0003_2
2023-05-18 16:58:01,953 - ice0003_2 - [INFO] - [Epoch:81]: Training Loss:0.00187
2023-05-18 16:58:02,445 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 16:58:25,624 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 16:58:48,761 - ice0003_2 - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.4134, Head : 0.36507, Avg : 0.38923
2023-05-18 16:58:48,761 - ice0003_2 - [INFO] - [Epoch 81]: Training Loss: 0.0018705, Valid MRR: 0.38949,
2023-05-18 16:58:49,544 - ice0003_2 - [INFO] - [E:82| 0]: Train Loss:0.001781, Val MRR:0.38949, ice0003_2
2023-05-18 17:00:32,077 - ice0003_2 - [INFO] - [E:82| 100]: Train Loss:0.0018599, Val MRR:0.38949, ice0003_2
2023-05-18 17:02:04,327 - ice0003_2 - [INFO] - [E:82| 200]: Train Loss:0.0018588, Val MRR:0.38949, ice0003_2
2023-05-18 17:03:45,994 - ice0003_2 - [INFO] - [E:82| 300]: Train Loss:0.0018609, Val MRR:0.38949, ice0003_2
2023-05-18 17:05:28,062 - ice0003_2 - [INFO] - [E:82| 400]: Train Loss:0.0018629, Val MRR:0.38949, ice0003_2
2023-05-18 17:07:10,111 - ice0003_2 - [INFO] - [E:82| 500]: Train Loss:0.0018634, Val MRR:0.38949, ice0003_2
2023-05-18 17:08:51,586 - ice0003_2 - [INFO] - [E:82| 600]: Train Loss:0.001865, Val MRR:0.38949, ice0003_2
2023-05-18 17:10:24,030 - ice0003_2 - [INFO] - [E:82| 700]: Train Loss:0.0018666, Val MRR:0.38949, ice0003_2
2023-05-18 17:12:06,193 - ice0003_2 - [INFO] - [E:82| 800]: Train Loss:0.0018673, Val MRR:0.38949, ice0003_2
2023-05-18 17:13:48,509 - ice0003_2 - [INFO] - [E:82| 900]: Train Loss:0.0018677, Val MRR:0.38949, ice0003_2
2023-05-18 17:15:00,852 - ice0003_2 - [INFO] - [Epoch:82]: Training Loss:0.001869
2023-05-18 17:15:01,374 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 17:15:24,594 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 17:15:47,734 - ice0003_2 - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.41442, Head : 0.36503, Avg : 0.38973
2023-05-18 17:15:48,965 - ice0003_2 - [INFO] - [Epoch 82]: Training Loss: 0.0018686, Valid MRR: 0.38973,
2023-05-18 17:15:50,174 - ice0003_2 - [INFO] - [E:83| 0]: Train Loss:0.0018388, Val MRR:0.38973, ice0003_2
2023-05-18 17:17:35,362 - ice0003_2 - [INFO] - [E:83| 100]: Train Loss:0.001866, Val MRR:0.38973, ice0003_2
2023-05-18 17:19:08,722 - ice0003_2 - [INFO] - [E:83| 200]: Train Loss:0.00186, Val MRR:0.38973, ice0003_2
2023-05-18 17:20:51,298 - ice0003_2 - [INFO] - [E:83| 300]: Train Loss:0.0018624, Val MRR:0.38973, ice0003_2
2023-05-18 17:22:33,252 - ice0003_2 - [INFO] - [E:83| 400]: Train Loss:0.0018623, Val MRR:0.38973, ice0003_2
2023-05-18 17:24:15,143 - ice0003_2 - [INFO] - [E:83| 500]: Train Loss:0.0018625, Val MRR:0.38973, ice0003_2
2023-05-18 17:25:57,084 - ice0003_2 - [INFO] - [E:83| 600]: Train Loss:0.001864, Val MRR:0.38973, ice0003_2
2023-05-18 17:27:29,402 - ice0003_2 - [INFO] - [E:83| 700]: Train Loss:0.0018649, Val MRR:0.38973, ice0003_2
2023-05-18 17:29:11,856 - ice0003_2 - [INFO] - [E:83| 800]: Train Loss:0.0018654, Val MRR:0.38973, ice0003_2
2023-05-18 17:30:54,530 - ice0003_2 - [INFO] - [E:83| 900]: Train Loss:0.0018662, Val MRR:0.38973, ice0003_2
2023-05-18 17:32:06,899 - ice0003_2 - [INFO] - [Epoch:83]: Training Loss:0.001866
2023-05-18 17:32:07,253 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 17:32:30,848 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 17:32:53,707 - ice0003_2 - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.41338, Head : 0.36619, Avg : 0.38979
2023-05-18 17:32:55,176 - ice0003_2 - [INFO] - [Epoch 83]: Training Loss: 0.0018663, Valid MRR: 0.38979,
2023-05-18 17:32:56,431 - ice0003_2 - [INFO] - [E:84| 0]: Train Loss:0.0018276, Val MRR:0.38979, ice0003_2
2023-05-18 17:34:39,264 - ice0003_2 - [INFO] - [E:84| 100]: Train Loss:0.0018604, Val MRR:0.38979, ice0003_2
2023-05-18 17:36:10,516 - ice0003_2 - [INFO] - [E:84| 200]: Train Loss:0.0018612, Val MRR:0.38979, ice0003_2
2023-05-18 17:37:51,970 - ice0003_2 - [INFO] - [E:84| 300]: Train Loss:0.0018601, Val MRR:0.38979, ice0003_2
2023-05-18 17:39:35,092 - ice0003_2 - [INFO] - [E:84| 400]: Train Loss:0.0018602, Val MRR:0.38979, ice0003_2
2023-05-18 17:41:17,284 - ice0003_2 - [INFO] - [E:84| 500]: Train Loss:0.0018614, Val MRR:0.38979, ice0003_2
2023-05-18 17:43:00,704 - ice0003_2 - [INFO] - [E:84| 600]: Train Loss:0.0018624, Val MRR:0.38979, ice0003_2
2023-05-18 17:44:33,485 - ice0003_2 - [INFO] - [E:84| 700]: Train Loss:0.0018632, Val MRR:0.38979, ice0003_2
2023-05-18 17:46:16,752 - ice0003_2 - [INFO] - [E:84| 800]: Train Loss:0.0018625, Val MRR:0.38979, ice0003_2
2023-05-18 17:47:59,887 - ice0003_2 - [INFO] - [E:84| 900]: Train Loss:0.0018635, Val MRR:0.38979, ice0003_2
2023-05-18 17:49:12,762 - ice0003_2 - [INFO] - [Epoch:84]: Training Loss:0.001864
2023-05-18 17:49:13,055 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 17:49:36,246 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 17:49:58,471 - ice0003_2 - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.4156, Head : 0.36706, Avg : 0.39133
2023-05-18 17:49:59,902 - ice0003_2 - [INFO] - [Epoch 84]: Training Loss: 0.0018642, Valid MRR: 0.39133,
2023-05-18 17:50:01,106 - ice0003_2 - [INFO] - [E:85| 0]: Train Loss:0.0018734, Val MRR:0.39133, ice0003_2
2023-05-18 17:51:42,500 - ice0003_2 - [INFO] - [E:85| 100]: Train Loss:0.0018604, Val MRR:0.39133, ice0003_2
2023-05-18 17:53:15,037 - ice0003_2 - [INFO] - [E:85| 200]: Train Loss:0.0018585, Val MRR:0.39133, ice0003_2
2023-05-18 17:54:57,456 - ice0003_2 - [INFO] - [E:85| 300]: Train Loss:0.0018583, Val MRR:0.39133, ice0003_2
2023-05-18 17:56:39,686 - ice0003_2 - [INFO] - [E:85| 400]: Train Loss:0.0018574, Val MRR:0.39133, ice0003_2
2023-05-18 17:58:22,242 - ice0003_2 - [INFO] - [E:85| 500]: Train Loss:0.0018584, Val MRR:0.39133, ice0003_2
2023-05-18 18:00:05,828 - ice0003_2 - [INFO] - [E:85| 600]: Train Loss:0.0018592, Val MRR:0.39133, ice0003_2
2023-05-18 18:01:37,971 - ice0003_2 - [INFO] - [E:85| 700]: Train Loss:0.0018603, Val MRR:0.39133, ice0003_2
2023-05-18 18:03:19,921 - ice0003_2 - [INFO] - [E:85| 800]: Train Loss:0.001861, Val MRR:0.39133, ice0003_2
2023-05-18 18:05:04,734 - ice0003_2 - [INFO] - [E:85| 900]: Train Loss:0.0018616, Val MRR:0.39133, ice0003_2
2023-05-18 18:06:16,223 - ice0003_2 - [INFO] - [Epoch:85]: Training Loss:0.001862
2023-05-18 18:06:16,485 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 18:06:40,032 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 18:07:02,668 - ice0003_2 - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.41702, Head : 0.36793, Avg : 0.39248
2023-05-18 18:07:04,044 - ice0003_2 - [INFO] - [Epoch 85]: Training Loss: 0.0018623, Valid MRR: 0.39248,
2023-05-18 18:07:05,239 - ice0003_2 - [INFO] - [E:86| 0]: Train Loss:0.0018847, Val MRR:0.39248, ice0003_2
2023-05-18 18:08:48,032 - ice0003_2 - [INFO] - [E:86| 100]: Train Loss:0.001855, Val MRR:0.39248, ice0003_2
2023-05-18 18:10:20,613 - ice0003_2 - [INFO] - [E:86| 200]: Train Loss:0.0018543, Val MRR:0.39248, ice0003_2
2023-05-18 18:12:02,840 - ice0003_2 - [INFO] - [E:86| 300]: Train Loss:0.0018565, Val MRR:0.39248, ice0003_2
2023-05-18 18:13:45,253 - ice0003_2 - [INFO] - [E:86| 400]: Train Loss:0.0018574, Val MRR:0.39248, ice0003_2
2023-05-18 18:15:27,718 - ice0003_2 - [INFO] - [E:86| 500]: Train Loss:0.001858, Val MRR:0.39248, ice0003_2
2023-05-18 18:17:10,314 - ice0003_2 - [INFO] - [E:86| 600]: Train Loss:0.0018584, Val MRR:0.39248, ice0003_2
2023-05-18 18:18:42,339 - ice0003_2 - [INFO] - [E:86| 700]: Train Loss:0.0018589, Val MRR:0.39248, ice0003_2
2023-05-18 18:20:22,866 - ice0003_2 - [INFO] - [E:86| 800]: Train Loss:0.0018589, Val MRR:0.39248, ice0003_2
2023-05-18 18:22:05,134 - ice0003_2 - [INFO] - [E:86| 900]: Train Loss:0.0018597, Val MRR:0.39248, ice0003_2
2023-05-18 18:23:17,408 - ice0003_2 - [INFO] - [Epoch:86]: Training Loss:0.00186
2023-05-18 18:23:17,754 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 18:23:41,237 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 18:24:03,775 - ice0003_2 - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.41463, Head : 0.36835, Avg : 0.39149
2023-05-18 18:24:03,775 - ice0003_2 - [INFO] - [Epoch 86]: Training Loss: 0.0018602, Valid MRR: 0.39248,
2023-05-18 18:24:04,904 - ice0003_2 - [INFO] - [E:87| 0]: Train Loss:0.0018572, Val MRR:0.39248, ice0003_2
2023-05-18 18:25:46,556 - ice0003_2 - [INFO] - [E:87| 100]: Train Loss:0.0018513, Val MRR:0.39248, ice0003_2
2023-05-18 18:27:18,209 - ice0003_2 - [INFO] - [E:87| 200]: Train Loss:0.0018527, Val MRR:0.39248, ice0003_2
2023-05-18 18:29:01,173 - ice0003_2 - [INFO] - [E:87| 300]: Train Loss:0.0018531, Val MRR:0.39248, ice0003_2
2023-05-18 18:30:43,792 - ice0003_2 - [INFO] - [E:87| 400]: Train Loss:0.0018523, Val MRR:0.39248, ice0003_2
2023-05-18 18:32:26,219 - ice0003_2 - [INFO] - [E:87| 500]: Train Loss:0.0018537, Val MRR:0.39248, ice0003_2
2023-05-18 18:34:08,199 - ice0003_2 - [INFO] - [E:87| 600]: Train Loss:0.0018546, Val MRR:0.39248, ice0003_2
2023-05-18 18:35:40,158 - ice0003_2 - [INFO] - [E:87| 700]: Train Loss:0.0018545, Val MRR:0.39248, ice0003_2
2023-05-18 18:37:22,244 - ice0003_2 - [INFO] - [E:87| 800]: Train Loss:0.0018561, Val MRR:0.39248, ice0003_2
2023-05-18 18:39:04,252 - ice0003_2 - [INFO] - [E:87| 900]: Train Loss:0.0018572, Val MRR:0.39248, ice0003_2
2023-05-18 18:40:16,109 - ice0003_2 - [INFO] - [Epoch:87]: Training Loss:0.001858
2023-05-18 18:40:16,484 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 18:40:40,185 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 18:41:02,883 - ice0003_2 - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.41621, Head : 0.36868, Avg : 0.39245
2023-05-18 18:41:02,883 - ice0003_2 - [INFO] - [Epoch 87]: Training Loss: 0.001858, Valid MRR: 0.39248,
2023-05-18 18:41:04,072 - ice0003_2 - [INFO] - [E:88| 0]: Train Loss:0.0018536, Val MRR:0.39248, ice0003_2
2023-05-18 18:42:46,528 - ice0003_2 - [INFO] - [E:88| 100]: Train Loss:0.0018474, Val MRR:0.39248, ice0003_2
2023-05-18 18:44:18,719 - ice0003_2 - [INFO] - [E:88| 200]: Train Loss:0.0018499, Val MRR:0.39248, ice0003_2
2023-05-18 18:46:01,066 - ice0003_2 - [INFO] - [E:88| 300]: Train Loss:0.0018509, Val MRR:0.39248, ice0003_2
2023-05-18 18:47:42,889 - ice0003_2 - [INFO] - [E:88| 400]: Train Loss:0.0018511, Val MRR:0.39248, ice0003_2
2023-05-18 18:49:24,286 - ice0003_2 - [INFO] - [E:88| 500]: Train Loss:0.0018522, Val MRR:0.39248, ice0003_2
2023-05-18 18:51:08,507 - ice0003_2 - [INFO] - [E:88| 600]: Train Loss:0.0018532, Val MRR:0.39248, ice0003_2
2023-05-18 18:52:43,278 - ice0003_2 - [INFO] - [E:88| 700]: Train Loss:0.0018539, Val MRR:0.39248, ice0003_2
2023-05-18 18:54:25,265 - ice0003_2 - [INFO] - [E:88| 800]: Train Loss:0.0018541, Val MRR:0.39248, ice0003_2
2023-05-18 18:56:07,812 - ice0003_2 - [INFO] - [E:88| 900]: Train Loss:0.0018551, Val MRR:0.39248, ice0003_2
2023-05-18 18:57:19,462 - ice0003_2 - [INFO] - [Epoch:88]: Training Loss:0.001856
2023-05-18 18:57:19,979 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 18:57:42,863 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 18:58:05,599 - ice0003_2 - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.41606, Head : 0.36634, Avg : 0.3912
2023-05-18 18:58:05,599 - ice0003_2 - [INFO] - [Epoch 88]: Training Loss: 0.0018558, Valid MRR: 0.39248,
2023-05-18 18:58:06,815 - ice0003_2 - [INFO] - [E:89| 0]: Train Loss:0.001853, Val MRR:0.39248, ice0003_2
2023-05-18 18:59:48,753 - ice0003_2 - [INFO] - [E:89| 100]: Train Loss:0.0018468, Val MRR:0.39248, ice0003_2
2023-05-18 19:01:22,288 - ice0003_2 - [INFO] - [E:89| 200]: Train Loss:0.0018503, Val MRR:0.39248, ice0003_2
2023-05-18 19:03:03,520 - ice0003_2 - [INFO] - [E:89| 300]: Train Loss:0.0018505, Val MRR:0.39248, ice0003_2
2023-05-18 19:04:45,972 - ice0003_2 - [INFO] - [E:89| 400]: Train Loss:0.0018506, Val MRR:0.39248, ice0003_2
2023-05-18 19:06:29,259 - ice0003_2 - [INFO] - [E:89| 500]: Train Loss:0.0018517, Val MRR:0.39248, ice0003_2
2023-05-18 19:08:12,623 - ice0003_2 - [INFO] - [E:89| 600]: Train Loss:0.0018523, Val MRR:0.39248, ice0003_2
2023-05-18 19:09:48,115 - ice0003_2 - [INFO] - [E:89| 700]: Train Loss:0.0018531, Val MRR:0.39248, ice0003_2
2023-05-18 19:11:28,446 - ice0003_2 - [INFO] - [E:89| 800]: Train Loss:0.0018534, Val MRR:0.39248, ice0003_2
2023-05-18 19:13:10,502 - ice0003_2 - [INFO] - [E:89| 900]: Train Loss:0.0018538, Val MRR:0.39248, ice0003_2
2023-05-18 19:14:22,561 - ice0003_2 - [INFO] - [Epoch:89]: Training Loss:0.001855
2023-05-18 19:14:23,074 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 19:14:46,182 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 19:15:09,253 - ice0003_2 - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.4176, Head : 0.36983, Avg : 0.39372
MR: Tail : 284.79, Head : 314.3, Avg : 299.54
Hit-1: Tail : 0.31145, Head : 0.26605, Avg : 0.28875
Hit-3: Tail : 0.47239, Head : 0.41789, Avg : 0.44514
Hit-10: Tail : 0.61949, Head : 0.57774, Avg : 0.59862
2023-05-18 19:15:10,732 - ice0003_2 - [INFO] - [Epoch 89]: Training Loss: 0.0018546, Valid MRR: 0.39372,
2023-05-18 19:15:11,924 - ice0003_2 - [INFO] - [E:90| 0]: Train Loss:0.0018585, Val MRR:0.39372, ice0003_2
2023-05-18 19:16:54,246 - ice0003_2 - [INFO] - [E:90| 100]: Train Loss:0.0018487, Val MRR:0.39372, ice0003_2
2023-05-18 19:18:25,665 - ice0003_2 - [INFO] - [E:90| 200]: Train Loss:0.0018478, Val MRR:0.39372, ice0003_2
2023-05-18 19:20:08,839 - ice0003_2 - [INFO] - [E:90| 300]: Train Loss:0.00185, Val MRR:0.39372, ice0003_2
2023-05-18 19:21:52,132 - ice0003_2 - [INFO] - [E:90| 400]: Train Loss:0.0018503, Val MRR:0.39372, ice0003_2
2023-05-18 19:23:36,140 - ice0003_2 - [INFO] - [E:90| 500]: Train Loss:0.0018513, Val MRR:0.39372, ice0003_2
2023-05-18 19:25:19,889 - ice0003_2 - [INFO] - [E:90| 600]: Train Loss:0.0018518, Val MRR:0.39372, ice0003_2
2023-05-18 19:26:55,766 - ice0003_2 - [INFO] - [E:90| 700]: Train Loss:0.0018517, Val MRR:0.39372, ice0003_2
2023-05-18 19:28:35,518 - ice0003_2 - [INFO] - [E:90| 800]: Train Loss:0.0018513, Val MRR:0.39372, ice0003_2
2023-05-18 19:30:18,485 - ice0003_2 - [INFO] - [E:90| 900]: Train Loss:0.0018517, Val MRR:0.39372, ice0003_2
2023-05-18 19:31:30,075 - ice0003_2 - [INFO] - [Epoch:90]: Training Loss:0.001852
2023-05-18 19:31:30,598 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 19:31:53,067 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 19:32:15,203 - ice0003_2 - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.41795, Head : 0.36977, Avg : 0.39386
2023-05-18 19:32:16,496 - ice0003_2 - [INFO] - [Epoch 90]: Training Loss: 0.0018523, Valid MRR: 0.39386,
2023-05-18 19:32:17,441 - ice0003_2 - [INFO] - [E:91| 0]: Train Loss:0.0018035, Val MRR:0.39386, ice0003_2
2023-05-18 19:34:00,526 - ice0003_2 - [INFO] - [E:91| 100]: Train Loss:0.00184, Val MRR:0.39386, ice0003_2
2023-05-18 19:35:33,321 - ice0003_2 - [INFO] - [E:91| 200]: Train Loss:0.0018403, Val MRR:0.39386, ice0003_2
2023-05-18 19:37:16,442 - ice0003_2 - [INFO] - [E:91| 300]: Train Loss:0.0018421, Val MRR:0.39386, ice0003_2
2023-05-18 19:39:01,914 - ice0003_2 - [INFO] - [E:91| 400]: Train Loss:0.0018438, Val MRR:0.39386, ice0003_2
2023-05-18 19:40:44,145 - ice0003_2 - [INFO] - [E:91| 500]: Train Loss:0.0018459, Val MRR:0.39386, ice0003_2
2023-05-18 19:42:26,578 - ice0003_2 - [INFO] - [E:91| 600]: Train Loss:0.001847, Val MRR:0.39386, ice0003_2
2023-05-18 19:44:05,284 - ice0003_2 - [INFO] - [E:91| 700]: Train Loss:0.0018483, Val MRR:0.39386, ice0003_2
2023-05-18 19:45:40,453 - ice0003_2 - [INFO] - [E:91| 800]: Train Loss:0.001849, Val MRR:0.39386, ice0003_2
2023-05-18 19:47:21,984 - ice0003_2 - [INFO] - [E:91| 900]: Train Loss:0.0018498, Val MRR:0.39386, ice0003_2
2023-05-18 19:48:34,347 - ice0003_2 - [INFO] - [Epoch:91]: Training Loss:0.001851
2023-05-18 19:48:34,682 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 19:48:58,270 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 19:49:21,059 - ice0003_2 - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.41764, Head : 0.36705, Avg : 0.39234
2023-05-18 19:49:21,059 - ice0003_2 - [INFO] - [Epoch 91]: Training Loss: 0.0018506, Valid MRR: 0.39386,
2023-05-18 19:49:22,254 - ice0003_2 - [INFO] - [E:92| 0]: Train Loss:0.0018138, Val MRR:0.39386, ice0003_2
2023-05-18 19:51:04,892 - ice0003_2 - [INFO] - [E:92| 100]: Train Loss:0.0018348, Val MRR:0.39386, ice0003_2
2023-05-18 19:52:40,142 - ice0003_2 - [INFO] - [E:92| 200]: Train Loss:0.001843, Val MRR:0.39386, ice0003_2
2023-05-18 19:54:21,491 - ice0003_2 - [INFO] - [E:92| 300]: Train Loss:0.0018448, Val MRR:0.39386, ice0003_2
2023-05-18 19:56:04,881 - ice0003_2 - [INFO] - [E:92| 400]: Train Loss:0.0018447, Val MRR:0.39386, ice0003_2
2023-05-18 19:57:49,318 - ice0003_2 - [INFO] - [E:92| 500]: Train Loss:0.0018452, Val MRR:0.39386, ice0003_2
2023-05-18 19:59:31,759 - ice0003_2 - [INFO] - [E:92| 600]: Train Loss:0.0018455, Val MRR:0.39386, ice0003_2
2023-05-18 20:01:07,965 - ice0003_2 - [INFO] - [E:92| 700]: Train Loss:0.0018465, Val MRR:0.39386, ice0003_2
2023-05-18 20:02:45,001 - ice0003_2 - [INFO] - [E:92| 800]: Train Loss:0.0018467, Val MRR:0.39386, ice0003_2
2023-05-18 20:04:26,844 - ice0003_2 - [INFO] - [E:92| 900]: Train Loss:0.0018474, Val MRR:0.39386, ice0003_2
2023-05-18 20:05:38,565 - ice0003_2 - [INFO] - [Epoch:92]: Training Loss:0.001848
2023-05-18 20:05:38,904 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 20:06:02,556 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 20:06:25,348 - ice0003_2 - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.41575, Head : 0.37003, Avg : 0.39289
2023-05-18 20:06:25,349 - ice0003_2 - [INFO] - [Epoch 92]: Training Loss: 0.0018485, Valid MRR: 0.39386,
2023-05-18 20:06:26,449 - ice0003_2 - [INFO] - [E:93| 0]: Train Loss:0.0018458, Val MRR:0.39386, ice0003_2
2023-05-18 20:08:08,680 - ice0003_2 - [INFO] - [E:93| 100]: Train Loss:0.0018408, Val MRR:0.39386, ice0003_2
2023-05-18 20:09:45,976 - ice0003_2 - [INFO] - [E:93| 200]: Train Loss:0.0018401, Val MRR:0.39386, ice0003_2
2023-05-18 20:11:23,358 - ice0003_2 - [INFO] - [E:93| 300]: Train Loss:0.0018406, Val MRR:0.39386, ice0003_2
2023-05-18 20:13:06,601 - ice0003_2 - [INFO] - [E:93| 400]: Train Loss:0.0018414, Val MRR:0.39386, ice0003_2
2023-05-18 20:14:48,051 - ice0003_2 - [INFO] - [E:93| 500]: Train Loss:0.0018425, Val MRR:0.39386, ice0003_2
2023-05-18 20:16:29,954 - ice0003_2 - [INFO] - [E:93| 600]: Train Loss:0.0018439, Val MRR:0.39386, ice0003_2
2023-05-18 20:18:10,665 - ice0003_2 - [INFO] - [E:93| 700]: Train Loss:0.0018446, Val MRR:0.39386, ice0003_2
2023-05-18 20:19:45,103 - ice0003_2 - [INFO] - [E:93| 800]: Train Loss:0.0018456, Val MRR:0.39386, ice0003_2
2023-05-18 20:21:27,595 - ice0003_2 - [INFO] - [E:93| 900]: Train Loss:0.0018466, Val MRR:0.39386, ice0003_2
2023-05-18 20:22:39,286 - ice0003_2 - [INFO] - [Epoch:93]: Training Loss:0.001847
2023-05-18 20:22:39,800 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 20:23:02,820 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 20:23:25,919 - ice0003_2 - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.41729, Head : 0.3689, Avg : 0.39309
2023-05-18 20:23:25,920 - ice0003_2 - [INFO] - [Epoch 93]: Training Loss: 0.0018469, Valid MRR: 0.39386,
2023-05-18 20:23:27,044 - ice0003_2 - [INFO] - [E:94| 0]: Train Loss:0.0018803, Val MRR:0.39386, ice0003_2
2023-05-18 20:25:09,548 - ice0003_2 - [INFO] - [E:94| 100]: Train Loss:0.0018413, Val MRR:0.39386, ice0003_2
2023-05-18 20:26:54,303 - ice0003_2 - [INFO] - [E:94| 200]: Train Loss:0.0018397, Val MRR:0.39386, ice0003_2
2023-05-18 20:28:26,009 - ice0003_2 - [INFO] - [E:94| 300]: Train Loss:0.0018407, Val MRR:0.39386, ice0003_2
2023-05-18 20:30:07,859 - ice0003_2 - [INFO] - [E:94| 400]: Train Loss:0.0018409, Val MRR:0.39386, ice0003_2
2023-05-18 20:31:50,344 - ice0003_2 - [INFO] - [E:94| 500]: Train Loss:0.0018403, Val MRR:0.39386, ice0003_2
2023-05-18 20:33:32,489 - ice0003_2 - [INFO] - [E:94| 600]: Train Loss:0.0018413, Val MRR:0.39386, ice0003_2
2023-05-18 20:35:14,549 - ice0003_2 - [INFO] - [E:94| 700]: Train Loss:0.0018422, Val MRR:0.39386, ice0003_2
2023-05-18 20:36:46,775 - ice0003_2 - [INFO] - [E:94| 800]: Train Loss:0.0018435, Val MRR:0.39386, ice0003_2
2023-05-18 20:38:28,115 - ice0003_2 - [INFO] - [E:94| 900]: Train Loss:0.0018446, Val MRR:0.39386, ice0003_2
2023-05-18 20:39:39,638 - ice0003_2 - [INFO] - [Epoch:94]: Training Loss:0.001845
2023-05-18 20:39:40,013 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 20:40:03,519 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 20:40:26,130 - ice0003_2 - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.41749, Head : 0.37123, Avg : 0.39436
2023-05-18 20:40:27,700 - ice0003_2 - [INFO] - [Epoch 94]: Training Loss: 0.0018454, Valid MRR: 0.39436,
2023-05-18 20:40:28,760 - ice0003_2 - [INFO] - [E:95| 0]: Train Loss:0.0018683, Val MRR:0.39436, ice0003_2
2023-05-18 20:42:10,927 - ice0003_2 - [INFO] - [E:95| 100]: Train Loss:0.0018387, Val MRR:0.39436, ice0003_2
2023-05-18 20:43:52,466 - ice0003_2 - [INFO] - [E:95| 200]: Train Loss:0.0018386, Val MRR:0.39436, ice0003_2
2023-05-18 20:45:24,339 - ice0003_2 - [INFO] - [E:95| 300]: Train Loss:0.0018388, Val MRR:0.39436, ice0003_2
2023-05-18 20:47:07,575 - ice0003_2 - [INFO] - [E:95| 400]: Train Loss:0.001839, Val MRR:0.39436, ice0003_2
2023-05-18 20:48:50,868 - ice0003_2 - [INFO] - [E:95| 500]: Train Loss:0.0018397, Val MRR:0.39436, ice0003_2
2023-05-18 20:50:34,494 - ice0003_2 - [INFO] - [E:95| 600]: Train Loss:0.0018408, Val MRR:0.39436, ice0003_2
2023-05-18 20:52:17,587 - ice0003_2 - [INFO] - [E:95| 700]: Train Loss:0.0018411, Val MRR:0.39436, ice0003_2
2023-05-18 20:53:49,706 - ice0003_2 - [INFO] - [E:95| 800]: Train Loss:0.0018421, Val MRR:0.39436, ice0003_2
2023-05-18 20:55:32,273 - ice0003_2 - [INFO] - [E:95| 900]: Train Loss:0.001843, Val MRR:0.39436, ice0003_2
2023-05-18 20:56:43,819 - ice0003_2 - [INFO] - [Epoch:95]: Training Loss:0.001844
2023-05-18 20:56:44,167 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 20:57:06,871 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 20:57:29,100 - ice0003_2 - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.41836, Head : 0.37123, Avg : 0.3948
2023-05-18 20:57:30,466 - ice0003_2 - [INFO] - [Epoch 95]: Training Loss: 0.0018435, Valid MRR: 0.3948,
2023-05-18 20:57:31,675 - ice0003_2 - [INFO] - [E:96| 0]: Train Loss:0.0018656, Val MRR:0.3948, ice0003_2
2023-05-18 20:59:13,120 - ice0003_2 - [INFO] - [E:96| 100]: Train Loss:0.0018351, Val MRR:0.3948, ice0003_2
2023-05-18 21:00:54,542 - ice0003_2 - [INFO] - [E:96| 200]: Train Loss:0.0018363, Val MRR:0.3948, ice0003_2
2023-05-18 21:02:26,343 - ice0003_2 - [INFO] - [E:96| 300]: Train Loss:0.0018373, Val MRR:0.3948, ice0003_2
2023-05-18 21:04:08,440 - ice0003_2 - [INFO] - [E:96| 400]: Train Loss:0.0018377, Val MRR:0.3948, ice0003_2
2023-05-18 21:05:50,300 - ice0003_2 - [INFO] - [E:96| 500]: Train Loss:0.0018389, Val MRR:0.3948, ice0003_2
2023-05-18 21:07:32,255 - ice0003_2 - [INFO] - [E:96| 600]: Train Loss:0.0018389, Val MRR:0.3948, ice0003_2
2023-05-18 21:09:13,907 - ice0003_2 - [INFO] - [E:96| 700]: Train Loss:0.0018397, Val MRR:0.3948, ice0003_2
2023-05-18 21:10:46,120 - ice0003_2 - [INFO] - [E:96| 800]: Train Loss:0.0018403, Val MRR:0.3948, ice0003_2
2023-05-18 21:12:27,671 - ice0003_2 - [INFO] - [E:96| 900]: Train Loss:0.001841, Val MRR:0.3948, ice0003_2
2023-05-18 21:13:38,898 - ice0003_2 - [INFO] - [Epoch:96]: Training Loss:0.001842
2023-05-18 21:13:39,250 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 21:14:05,494 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 21:14:28,730 - ice0003_2 - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.41766, Head : 0.3699, Avg : 0.39378
2023-05-18 21:14:28,730 - ice0003_2 - [INFO] - [Epoch 96]: Training Loss: 0.0018417, Valid MRR: 0.3948,
2023-05-18 21:14:29,505 - ice0003_2 - [INFO] - [E:97| 0]: Train Loss:0.0018301, Val MRR:0.3948, ice0003_2
2023-05-18 21:16:12,418 - ice0003_2 - [INFO] - [E:97| 100]: Train Loss:0.0018307, Val MRR:0.3948, ice0003_2
2023-05-18 21:17:55,438 - ice0003_2 - [INFO] - [E:97| 200]: Train Loss:0.0018314, Val MRR:0.3948, ice0003_2
2023-05-18 21:19:27,688 - ice0003_2 - [INFO] - [E:97| 300]: Train Loss:0.0018345, Val MRR:0.3948, ice0003_2
2023-05-18 21:21:10,618 - ice0003_2 - [INFO] - [E:97| 400]: Train Loss:0.0018346, Val MRR:0.3948, ice0003_2
2023-05-18 21:22:53,861 - ice0003_2 - [INFO] - [E:97| 500]: Train Loss:0.0018363, Val MRR:0.3948, ice0003_2
2023-05-18 21:24:37,398 - ice0003_2 - [INFO] - [E:97| 600]: Train Loss:0.001837, Val MRR:0.3948, ice0003_2
2023-05-18 21:26:19,374 - ice0003_2 - [INFO] - [E:97| 700]: Train Loss:0.0018378, Val MRR:0.3948, ice0003_2
2023-05-18 21:27:50,833 - ice0003_2 - [INFO] - [E:97| 800]: Train Loss:0.0018385, Val MRR:0.3948, ice0003_2
2023-05-18 21:29:33,260 - ice0003_2 - [INFO] - [E:97| 900]: Train Loss:0.0018397, Val MRR:0.3948, ice0003_2
2023-05-18 21:30:45,373 - ice0003_2 - [INFO] - [Epoch:97]: Training Loss:0.00184
2023-05-18 21:30:45,639 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 21:31:08,689 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 21:31:31,419 - ice0003_2 - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.41962, Head : 0.36948, Avg : 0.39455
2023-05-18 21:31:31,419 - ice0003_2 - [INFO] - [Epoch 97]: Training Loss: 0.0018399, Valid MRR: 0.3948,
2023-05-18 21:31:32,566 - ice0003_2 - [INFO] - [E:98| 0]: Train Loss:0.0018543, Val MRR:0.3948, ice0003_2
2023-05-18 21:33:14,928 - ice0003_2 - [INFO] - [E:98| 100]: Train Loss:0.0018312, Val MRR:0.3948, ice0003_2
2023-05-18 21:34:57,180 - ice0003_2 - [INFO] - [E:98| 200]: Train Loss:0.0018352, Val MRR:0.3948, ice0003_2
2023-05-18 21:36:29,592 - ice0003_2 - [INFO] - [E:98| 300]: Train Loss:0.0018352, Val MRR:0.3948, ice0003_2
2023-05-18 21:38:13,113 - ice0003_2 - [INFO] - [E:98| 400]: Train Loss:0.0018356, Val MRR:0.3948, ice0003_2
2023-05-18 21:39:56,329 - ice0003_2 - [INFO] - [E:98| 500]: Train Loss:0.0018354, Val MRR:0.3948, ice0003_2
2023-05-18 21:41:38,295 - ice0003_2 - [INFO] - [E:98| 600]: Train Loss:0.001836, Val MRR:0.3948, ice0003_2
2023-05-18 21:43:20,660 - ice0003_2 - [INFO] - [E:98| 700]: Train Loss:0.0018359, Val MRR:0.3948, ice0003_2
2023-05-18 21:44:52,808 - ice0003_2 - [INFO] - [E:98| 800]: Train Loss:0.0018366, Val MRR:0.3948, ice0003_2
2023-05-18 21:46:35,243 - ice0003_2 - [INFO] - [E:98| 900]: Train Loss:0.0018383, Val MRR:0.3948, ice0003_2
2023-05-18 21:47:47,166 - ice0003_2 - [INFO] - [Epoch:98]: Training Loss:0.001839
2023-05-18 21:47:47,563 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 21:48:10,870 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 21:48:33,613 - ice0003_2 - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.4194, Head : 0.3716, Avg : 0.3955
2023-05-18 21:48:34,860 - ice0003_2 - [INFO] - [Epoch 98]: Training Loss: 0.0018386, Valid MRR: 0.3955,
2023-05-18 21:48:36,092 - ice0003_2 - [INFO] - [E:99| 0]: Train Loss:0.0018251, Val MRR:0.3955, ice0003_2
2023-05-18 21:50:18,102 - ice0003_2 - [INFO] - [E:99| 100]: Train Loss:0.001826, Val MRR:0.3955, ice0003_2
2023-05-18 21:52:00,255 - ice0003_2 - [INFO] - [E:99| 200]: Train Loss:0.00183, Val MRR:0.3955, ice0003_2
2023-05-18 21:53:32,422 - ice0003_2 - [INFO] - [E:99| 300]: Train Loss:0.0018297, Val MRR:0.3955, ice0003_2
2023-05-18 21:55:14,218 - ice0003_2 - [INFO] - [E:99| 400]: Train Loss:0.0018316, Val MRR:0.3955, ice0003_2
2023-05-18 21:56:55,547 - ice0003_2 - [INFO] - [E:99| 500]: Train Loss:0.0018334, Val MRR:0.3955, ice0003_2
2023-05-18 21:58:37,510 - ice0003_2 - [INFO] - [E:99| 600]: Train Loss:0.0018339, Val MRR:0.3955, ice0003_2
2023-05-18 22:00:19,048 - ice0003_2 - [INFO] - [E:99| 700]: Train Loss:0.0018342, Val MRR:0.3955, ice0003_2
2023-05-18 22:01:55,073 - ice0003_2 - [INFO] - [E:99| 800]: Train Loss:0.001835, Val MRR:0.3955, ice0003_2
2023-05-18 22:03:35,454 - ice0003_2 - [INFO] - [E:99| 900]: Train Loss:0.0018362, Val MRR:0.3955, ice0003_2
2023-05-18 22:04:47,505 - ice0003_2 - [INFO] - [Epoch:99]: Training Loss:0.001836
2023-05-18 22:04:47,856 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 22:05:11,441 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 22:05:34,497 - ice0003_2 - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.4178, Head : 0.37275, Avg : 0.39527
MR: Tail : 298.02, Head : 318.92, Avg : 308.47
Hit-1: Tail : 0.31072, Head : 0.27042, Avg : 0.29057
Hit-3: Tail : 0.47032, Head : 0.41473, Avg : 0.44253
Hit-10: Tail : 0.62204, Head : 0.57968, Avg : 0.60086
2023-05-18 22:05:34,497 - ice0003_2 - [INFO] - [Epoch 99]: Training Loss: 0.0018364, Valid MRR: 0.3955,
2023-05-18 22:05:35,365 - ice0003_2 - [INFO] - [E:100| 0]: Train Loss:0.0018075, Val MRR:0.3955, ice0003_2
2023-05-18 22:07:18,214 - ice0003_2 - [INFO] - [E:100| 100]: Train Loss:0.0018312, Val MRR:0.3955, ice0003_2
2023-05-18 22:09:00,274 - ice0003_2 - [INFO] - [E:100| 200]: Train Loss:0.0018312, Val MRR:0.3955, ice0003_2
2023-05-18 22:10:32,647 - ice0003_2 - [INFO] - [E:100| 300]: Train Loss:0.001831, Val MRR:0.3955, ice0003_2
2023-05-18 22:12:13,898 - ice0003_2 - [INFO] - [E:100| 400]: Train Loss:0.001831, Val MRR:0.3955, ice0003_2
2023-05-18 22:13:56,180 - ice0003_2 - [INFO] - [E:100| 500]: Train Loss:0.0018321, Val MRR:0.3955, ice0003_2
2023-05-18 22:15:38,543 - ice0003_2 - [INFO] - [E:100| 600]: Train Loss:0.0018317, Val MRR:0.3955, ice0003_2
2023-05-18 22:17:20,452 - ice0003_2 - [INFO] - [E:100| 700]: Train Loss:0.0018323, Val MRR:0.3955, ice0003_2
2023-05-18 22:19:01,248 - ice0003_2 - [INFO] - [E:100| 800]: Train Loss:0.0018334, Val MRR:0.3955, ice0003_2
2023-05-18 22:20:35,771 - ice0003_2 - [INFO] - [E:100| 900]: Train Loss:0.0018339, Val MRR:0.3955, ice0003_2
2023-05-18 22:21:48,636 - ice0003_2 - [INFO] - [Epoch:100]: Training Loss:0.001835
2023-05-18 22:21:48,899 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 22:22:12,399 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 22:22:35,456 - ice0003_2 - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.41927, Head : 0.3706, Avg : 0.39493
2023-05-18 22:22:35,456 - ice0003_2 - [INFO] - [Epoch 100]: Training Loss: 0.0018347, Valid MRR: 0.3955,
2023-05-18 22:22:36,642 - ice0003_2 - [INFO] - [E:101| 0]: Train Loss:0.0019068, Val MRR:0.3955, ice0003_2
2023-05-18 22:24:18,748 - ice0003_2 - [INFO] - [E:101| 100]: Train Loss:0.0018261, Val MRR:0.3955, ice0003_2
2023-05-18 22:26:00,697 - ice0003_2 - [INFO] - [E:101| 200]: Train Loss:0.0018274, Val MRR:0.3955, ice0003_2
2023-05-18 22:27:37,499 - ice0003_2 - [INFO] - [E:101| 300]: Train Loss:0.0018293, Val MRR:0.3955, ice0003_2
2023-05-18 22:29:16,599 - ice0003_2 - [INFO] - [E:101| 400]: Train Loss:0.0018291, Val MRR:0.3955, ice0003_2
2023-05-18 22:30:59,556 - ice0003_2 - [INFO] - [E:101| 500]: Train Loss:0.0018298, Val MRR:0.3955, ice0003_2
2023-05-18 22:32:42,889 - ice0003_2 - [INFO] - [E:101| 600]: Train Loss:0.0018298, Val MRR:0.3955, ice0003_2
2023-05-18 22:34:26,570 - ice0003_2 - [INFO] - [E:101| 700]: Train Loss:0.0018299, Val MRR:0.3955, ice0003_2
2023-05-18 22:36:09,028 - ice0003_2 - [INFO] - [E:101| 800]: Train Loss:0.0018312, Val MRR:0.3955, ice0003_2
2023-05-18 22:37:42,253 - ice0003_2 - [INFO] - [E:101| 900]: Train Loss:0.0018322, Val MRR:0.3955, ice0003_2
2023-05-18 22:38:52,970 - ice0003_2 - [INFO] - [Epoch:101]: Training Loss:0.001833
2023-05-18 22:38:53,366 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 22:39:15,826 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 22:39:38,116 - ice0003_2 - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.41848, Head : 0.37248, Avg : 0.39548
2023-05-18 22:39:38,116 - ice0003_2 - [INFO] - [Epoch 101]: Training Loss: 0.0018329, Valid MRR: 0.3955,
2023-05-18 22:39:39,275 - ice0003_2 - [INFO] - [E:102| 0]: Train Loss:0.0018443, Val MRR:0.3955, ice0003_2
2023-05-18 22:41:21,157 - ice0003_2 - [INFO] - [E:102| 100]: Train Loss:0.0018211, Val MRR:0.3955, ice0003_2
2023-05-18 22:43:02,912 - ice0003_2 - [INFO] - [E:102| 200]: Train Loss:0.0018228, Val MRR:0.3955, ice0003_2
2023-05-18 22:44:41,926 - ice0003_2 - [INFO] - [E:102| 300]: Train Loss:0.0018239, Val MRR:0.3955, ice0003_2
2023-05-18 22:46:17,254 - ice0003_2 - [INFO] - [E:102| 400]: Train Loss:0.0018252, Val MRR:0.3955, ice0003_2
2023-05-18 22:48:00,018 - ice0003_2 - [INFO] - [E:102| 500]: Train Loss:0.001828, Val MRR:0.3955, ice0003_2
2023-05-18 22:49:45,408 - ice0003_2 - [INFO] - [E:102| 600]: Train Loss:0.0018284, Val MRR:0.3955, ice0003_2
2023-05-18 22:51:29,217 - ice0003_2 - [INFO] - [E:102| 700]: Train Loss:0.0018297, Val MRR:0.3955, ice0003_2
2023-05-18 22:53:11,268 - ice0003_2 - [INFO] - [E:102| 800]: Train Loss:0.0018303, Val MRR:0.3955, ice0003_2
2023-05-18 22:54:43,029 - ice0003_2 - [INFO] - [E:102| 900]: Train Loss:0.0018308, Val MRR:0.3955, ice0003_2
2023-05-18 22:55:55,188 - ice0003_2 - [INFO] - [Epoch:102]: Training Loss:0.001832
2023-05-18 22:55:55,562 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 22:56:19,129 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 22:56:41,863 - ice0003_2 - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.41993, Head : 0.37273, Avg : 0.39633
2023-05-18 22:56:43,148 - ice0003_2 - [INFO] - [Epoch 102]: Training Loss: 0.0018317, Valid MRR: 0.39633,
2023-05-18 22:56:44,223 - ice0003_2 - [INFO] - [E:103| 0]: Train Loss:0.0018551, Val MRR:0.39633, ice0003_2
2023-05-18 22:58:27,040 - ice0003_2 - [INFO] - [E:103| 100]: Train Loss:0.0018201, Val MRR:0.39633, ice0003_2
2023-05-18 23:00:09,572 - ice0003_2 - [INFO] - [E:103| 200]: Train Loss:0.0018217, Val MRR:0.39633, ice0003_2
2023-05-18 23:01:51,674 - ice0003_2 - [INFO] - [E:103| 300]: Train Loss:0.0018232, Val MRR:0.39633, ice0003_2
2023-05-18 23:03:24,642 - ice0003_2 - [INFO] - [E:103| 400]: Train Loss:0.001825, Val MRR:0.39633, ice0003_2
2023-05-18 23:05:08,215 - ice0003_2 - [INFO] - [E:103| 500]: Train Loss:0.0018262, Val MRR:0.39633, ice0003_2
2023-05-18 23:06:50,905 - ice0003_2 - [INFO] - [E:103| 600]: Train Loss:0.0018269, Val MRR:0.39633, ice0003_2
2023-05-18 23:08:32,978 - ice0003_2 - [INFO] - [E:103| 700]: Train Loss:0.0018276, Val MRR:0.39633, ice0003_2
2023-05-18 23:10:16,683 - ice0003_2 - [INFO] - [E:103| 800]: Train Loss:0.0018287, Val MRR:0.39633, ice0003_2
2023-05-18 23:11:49,323 - ice0003_2 - [INFO] - [E:103| 900]: Train Loss:0.001829, Val MRR:0.39633, ice0003_2
2023-05-18 23:13:01,121 - ice0003_2 - [INFO] - [Epoch:103]: Training Loss:0.00183
2023-05-18 23:13:01,624 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 23:13:25,238 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 23:13:47,839 - ice0003_2 - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.41741, Head : 0.37297, Avg : 0.39519
2023-05-18 23:13:47,839 - ice0003_2 - [INFO] - [Epoch 103]: Training Loss: 0.0018296, Valid MRR: 0.39633,
2023-05-18 23:13:48,984 - ice0003_2 - [INFO] - [E:104| 0]: Train Loss:0.0018036, Val MRR:0.39633, ice0003_2
2023-05-18 23:15:31,497 - ice0003_2 - [INFO] - [E:104| 100]: Train Loss:0.0018194, Val MRR:0.39633, ice0003_2
2023-05-18 23:17:14,168 - ice0003_2 - [INFO] - [E:104| 200]: Train Loss:0.0018205, Val MRR:0.39633, ice0003_2
2023-05-18 23:18:56,780 - ice0003_2 - [INFO] - [E:104| 300]: Train Loss:0.001823, Val MRR:0.39633, ice0003_2
2023-05-18 23:20:29,012 - ice0003_2 - [INFO] - [E:104| 400]: Train Loss:0.0018238, Val MRR:0.39633, ice0003_2
2023-05-18 23:22:10,455 - ice0003_2 - [INFO] - [E:104| 500]: Train Loss:0.0018244, Val MRR:0.39633, ice0003_2
2023-05-18 23:23:53,339 - ice0003_2 - [INFO] - [E:104| 600]: Train Loss:0.0018266, Val MRR:0.39633, ice0003_2
2023-05-18 23:25:36,523 - ice0003_2 - [INFO] - [E:104| 700]: Train Loss:0.0018278, Val MRR:0.39633, ice0003_2
2023-05-18 23:27:19,730 - ice0003_2 - [INFO] - [E:104| 800]: Train Loss:0.0018286, Val MRR:0.39633, ice0003_2
2023-05-18 23:28:52,549 - ice0003_2 - [INFO] - [E:104| 900]: Train Loss:0.001829, Val MRR:0.39633, ice0003_2
2023-05-18 23:30:04,608 - ice0003_2 - [INFO] - [Epoch:104]: Training Loss:0.001829
2023-05-18 23:30:04,940 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 23:30:28,478 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 23:30:50,967 - ice0003_2 - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.41807, Head : 0.3726, Avg : 0.39533
2023-05-18 23:30:50,967 - ice0003_2 - [INFO] - [Epoch 104]: Training Loss: 0.0018287, Valid MRR: 0.39633,
2023-05-18 23:30:52,167 - ice0003_2 - [INFO] - [E:105| 0]: Train Loss:0.0017893, Val MRR:0.39633, ice0003_2
2023-05-18 23:32:34,909 - ice0003_2 - [INFO] - [E:105| 100]: Train Loss:0.0018209, Val MRR:0.39633, ice0003_2
2023-05-18 23:34:17,255 - ice0003_2 - [INFO] - [E:105| 200]: Train Loss:0.0018223, Val MRR:0.39633, ice0003_2
2023-05-18 23:35:58,645 - ice0003_2 - [INFO] - [E:105| 300]: Train Loss:0.0018237, Val MRR:0.39633, ice0003_2
2023-05-18 23:37:32,732 - ice0003_2 - [INFO] - [E:105| 400]: Train Loss:0.0018231, Val MRR:0.39633, ice0003_2
2023-05-18 23:39:15,106 - ice0003_2 - [INFO] - [E:105| 500]: Train Loss:0.0018242, Val MRR:0.39633, ice0003_2
2023-05-18 23:40:57,432 - ice0003_2 - [INFO] - [E:105| 600]: Train Loss:0.0018246, Val MRR:0.39633, ice0003_2
2023-05-18 23:42:39,640 - ice0003_2 - [INFO] - [E:105| 700]: Train Loss:0.0018248, Val MRR:0.39633, ice0003_2
2023-05-18 23:44:22,275 - ice0003_2 - [INFO] - [E:105| 800]: Train Loss:0.0018252, Val MRR:0.39633, ice0003_2
2023-05-18 23:45:54,126 - ice0003_2 - [INFO] - [E:105| 900]: Train Loss:0.0018261, Val MRR:0.39633, ice0003_2
2023-05-18 23:47:06,514 - ice0003_2 - [INFO] - [Epoch:105]: Training Loss:0.001827
2023-05-18 23:47:06,776 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-18 23:47:30,212 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-18 23:47:53,141 - ice0003_2 - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.41878, Head : 0.37184, Avg : 0.39531
2023-05-18 23:47:53,141 - ice0003_2 - [INFO] - [Epoch 105]: Training Loss: 0.0018265, Valid MRR: 0.39633,
2023-05-18 23:47:54,293 - ice0003_2 - [INFO] - [E:106| 0]: Train Loss:0.0018314, Val MRR:0.39633, ice0003_2
2023-05-18 23:49:36,239 - ice0003_2 - [INFO] - [E:106| 100]: Train Loss:0.0018169, Val MRR:0.39633, ice0003_2
2023-05-18 23:51:17,913 - ice0003_2 - [INFO] - [E:106| 200]: Train Loss:0.0018218, Val MRR:0.39633, ice0003_2
2023-05-18 23:53:00,292 - ice0003_2 - [INFO] - [E:106| 300]: Train Loss:0.0018213, Val MRR:0.39633, ice0003_2
2023-05-18 23:54:32,837 - ice0003_2 - [INFO] - [E:106| 400]: Train Loss:0.0018221, Val MRR:0.39633, ice0003_2
2023-05-18 23:56:16,557 - ice0003_2 - [INFO] - [E:106| 500]: Train Loss:0.0018228, Val MRR:0.39633, ice0003_2
2023-05-18 23:57:58,984 - ice0003_2 - [INFO] - [E:106| 600]: Train Loss:0.0018238, Val MRR:0.39633, ice0003_2
2023-05-18 23:59:41,745 - ice0003_2 - [INFO] - [E:106| 700]: Train Loss:0.0018234, Val MRR:0.39633, ice0003_2
2023-05-19 00:01:24,426 - ice0003_2 - [INFO] - [E:106| 800]: Train Loss:0.0018238, Val MRR:0.39633, ice0003_2
2023-05-19 00:02:56,714 - ice0003_2 - [INFO] - [E:106| 900]: Train Loss:0.0018243, Val MRR:0.39633, ice0003_2
2023-05-19 00:04:08,889 - ice0003_2 - [INFO] - [Epoch:106]: Training Loss:0.001825
2023-05-19 00:04:09,411 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 00:04:32,287 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 00:04:54,906 - ice0003_2 - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.41937, Head : 0.37181, Avg : 0.39559
2023-05-19 00:04:54,907 - ice0003_2 - [INFO] - [Epoch 106]: Training Loss: 0.0018251, Valid MRR: 0.39633,
2023-05-19 00:04:56,011 - ice0003_2 - [INFO] - [E:107| 0]: Train Loss:0.0018761, Val MRR:0.39633, ice0003_2
2023-05-19 00:06:37,820 - ice0003_2 - [INFO] - [E:107| 100]: Train Loss:0.0018124, Val MRR:0.39633, ice0003_2
2023-05-19 00:08:20,753 - ice0003_2 - [INFO] - [E:107| 200]: Train Loss:0.0018154, Val MRR:0.39633, ice0003_2
2023-05-19 00:10:03,184 - ice0003_2 - [INFO] - [E:107| 300]: Train Loss:0.0018167, Val MRR:0.39633, ice0003_2
2023-05-19 00:11:35,487 - ice0003_2 - [INFO] - [E:107| 400]: Train Loss:0.0018175, Val MRR:0.39633, ice0003_2
2023-05-19 00:13:18,116 - ice0003_2 - [INFO] - [E:107| 500]: Train Loss:0.0018196, Val MRR:0.39633, ice0003_2
2023-05-19 00:15:00,897 - ice0003_2 - [INFO] - [E:107| 600]: Train Loss:0.0018204, Val MRR:0.39633, ice0003_2
2023-05-19 00:16:43,497 - ice0003_2 - [INFO] - [E:107| 700]: Train Loss:0.001821, Val MRR:0.39633, ice0003_2
2023-05-19 00:18:25,797 - ice0003_2 - [INFO] - [E:107| 800]: Train Loss:0.0018221, Val MRR:0.39633, ice0003_2
2023-05-19 00:19:57,081 - ice0003_2 - [INFO] - [E:107| 900]: Train Loss:0.001823, Val MRR:0.39633, ice0003_2
2023-05-19 00:21:09,106 - ice0003_2 - [INFO] - [Epoch:107]: Training Loss:0.001824
2023-05-19 00:21:09,387 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 00:21:32,435 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 00:21:55,411 - ice0003_2 - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.41909, Head : 0.3728, Avg : 0.39595
2023-05-19 00:21:55,411 - ice0003_2 - [INFO] - [Epoch 107]: Training Loss: 0.0018236, Valid MRR: 0.39633,
2023-05-19 00:21:56,215 - ice0003_2 - [INFO] - [E:108| 0]: Train Loss:0.0018403, Val MRR:0.39633, ice0003_2
2023-05-19 00:23:38,247 - ice0003_2 - [INFO] - [E:108| 100]: Train Loss:0.0018163, Val MRR:0.39633, ice0003_2
2023-05-19 00:25:23,143 - ice0003_2 - [INFO] - [E:108| 200]: Train Loss:0.0018154, Val MRR:0.39633, ice0003_2
2023-05-19 00:27:05,180 - ice0003_2 - [INFO] - [E:108| 300]: Train Loss:0.001817, Val MRR:0.39633, ice0003_2
2023-05-19 00:28:37,347 - ice0003_2 - [INFO] - [E:108| 400]: Train Loss:0.0018187, Val MRR:0.39633, ice0003_2
2023-05-19 00:30:19,444 - ice0003_2 - [INFO] - [E:108| 500]: Train Loss:0.0018195, Val MRR:0.39633, ice0003_2
2023-05-19 00:32:01,238 - ice0003_2 - [INFO] - [E:108| 600]: Train Loss:0.0018205, Val MRR:0.39633, ice0003_2
2023-05-19 00:33:42,045 - ice0003_2 - [INFO] - [E:108| 700]: Train Loss:0.0018218, Val MRR:0.39633, ice0003_2
2023-05-19 00:35:24,333 - ice0003_2 - [INFO] - [E:108| 800]: Train Loss:0.0018216, Val MRR:0.39633, ice0003_2
2023-05-19 00:36:56,828 - ice0003_2 - [INFO] - [E:108| 900]: Train Loss:0.001822, Val MRR:0.39633, ice0003_2
2023-05-19 00:38:08,458 - ice0003_2 - [INFO] - [Epoch:108]: Training Loss:0.001822
2023-05-19 00:38:08,720 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 00:38:32,488 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 00:38:55,428 - ice0003_2 - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.42037, Head : 0.37093, Avg : 0.39565
2023-05-19 00:38:55,428 - ice0003_2 - [INFO] - [Epoch 108]: Training Loss: 0.0018224, Valid MRR: 0.39633,
2023-05-19 00:38:56,640 - ice0003_2 - [INFO] - [E:109| 0]: Train Loss:0.0018085, Val MRR:0.39633, ice0003_2
2023-05-19 00:40:38,531 - ice0003_2 - [INFO] - [E:109| 100]: Train Loss:0.00181, Val MRR:0.39633, ice0003_2
2023-05-19 00:42:20,856 - ice0003_2 - [INFO] - [E:109| 200]: Train Loss:0.0018114, Val MRR:0.39633, ice0003_2
2023-05-19 00:44:02,988 - ice0003_2 - [INFO] - [E:109| 300]: Train Loss:0.0018144, Val MRR:0.39633, ice0003_2
2023-05-19 00:45:35,180 - ice0003_2 - [INFO] - [E:109| 400]: Train Loss:0.001815, Val MRR:0.39633, ice0003_2
2023-05-19 00:47:17,454 - ice0003_2 - [INFO] - [E:109| 500]: Train Loss:0.0018172, Val MRR:0.39633, ice0003_2
2023-05-19 00:48:58,753 - ice0003_2 - [INFO] - [E:109| 600]: Train Loss:0.0018175, Val MRR:0.39633, ice0003_2
2023-05-19 00:50:41,040 - ice0003_2 - [INFO] - [E:109| 700]: Train Loss:0.001818, Val MRR:0.39633, ice0003_2
2023-05-19 00:52:23,449 - ice0003_2 - [INFO] - [E:109| 800]: Train Loss:0.0018191, Val MRR:0.39633, ice0003_2
2023-05-19 00:53:55,384 - ice0003_2 - [INFO] - [E:109| 900]: Train Loss:0.0018199, Val MRR:0.39633, ice0003_2
2023-05-19 00:55:07,659 - ice0003_2 - [INFO] - [Epoch:109]: Training Loss:0.001821
2023-05-19 00:55:07,983 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 00:55:30,909 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 00:55:54,078 - ice0003_2 - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.42099, Head : 0.37067, Avg : 0.39583
MR: Tail : 309.03, Head : 332.04, Avg : 320.54
Hit-1: Tail : 0.31569, Head : 0.26617, Avg : 0.29093
Hit-3: Tail : 0.47178, Head : 0.4185, Avg : 0.44514
Hit-10: Tail : 0.62398, Head : 0.57871, Avg : 0.60135
2023-05-19 00:55:54,079 - ice0003_2 - [INFO] - [Epoch 109]: Training Loss: 0.0018206, Valid MRR: 0.39633,
2023-05-19 00:55:54,891 - ice0003_2 - [INFO] - [E:110| 0]: Train Loss:0.0018133, Val MRR:0.39633, ice0003_2
2023-05-19 00:57:37,652 - ice0003_2 - [INFO] - [E:110| 100]: Train Loss:0.00181, Val MRR:0.39633, ice0003_2
2023-05-19 00:59:20,610 - ice0003_2 - [INFO] - [E:110| 200]: Train Loss:0.0018114, Val MRR:0.39633, ice0003_2
2023-05-19 01:01:04,402 - ice0003_2 - [INFO] - [E:110| 300]: Train Loss:0.0018125, Val MRR:0.39633, ice0003_2
2023-05-19 01:02:35,939 - ice0003_2 - [INFO] - [E:110| 400]: Train Loss:0.0018144, Val MRR:0.39633, ice0003_2
2023-05-19 01:04:18,905 - ice0003_2 - [INFO] - [E:110| 500]: Train Loss:0.0018156, Val MRR:0.39633, ice0003_2
2023-05-19 01:06:02,478 - ice0003_2 - [INFO] - [E:110| 600]: Train Loss:0.0018163, Val MRR:0.39633, ice0003_2
2023-05-19 01:07:46,347 - ice0003_2 - [INFO] - [E:110| 700]: Train Loss:0.0018168, Val MRR:0.39633, ice0003_2
2023-05-19 01:09:29,872 - ice0003_2 - [INFO] - [E:110| 800]: Train Loss:0.0018177, Val MRR:0.39633, ice0003_2
2023-05-19 01:11:02,927 - ice0003_2 - [INFO] - [E:110| 900]: Train Loss:0.0018186, Val MRR:0.39633, ice0003_2
2023-05-19 01:12:17,552 - ice0003_2 - [INFO] - [Epoch:110]: Training Loss:0.001819
2023-05-19 01:12:17,840 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 01:12:40,689 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 01:13:03,685 - ice0003_2 - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.42042, Head : 0.37266, Avg : 0.39654
2023-05-19 01:13:05,042 - ice0003_2 - [INFO] - [Epoch 110]: Training Loss: 0.0018187, Valid MRR: 0.39654,
2023-05-19 01:13:06,241 - ice0003_2 - [INFO] - [E:111| 0]: Train Loss:0.0018196, Val MRR:0.39654, ice0003_2
2023-05-19 01:14:49,340 - ice0003_2 - [INFO] - [E:111| 100]: Train Loss:0.0018115, Val MRR:0.39654, ice0003_2
2023-05-19 01:16:31,458 - ice0003_2 - [INFO] - [E:111| 200]: Train Loss:0.0018127, Val MRR:0.39654, ice0003_2
2023-05-19 01:18:13,923 - ice0003_2 - [INFO] - [E:111| 300]: Train Loss:0.0018147, Val MRR:0.39654, ice0003_2
2023-05-19 01:19:46,535 - ice0003_2 - [INFO] - [E:111| 400]: Train Loss:0.0018142, Val MRR:0.39654, ice0003_2
2023-05-19 01:21:30,112 - ice0003_2 - [INFO] - [E:111| 500]: Train Loss:0.0018155, Val MRR:0.39654, ice0003_2
2023-05-19 01:23:12,976 - ice0003_2 - [INFO] - [E:111| 600]: Train Loss:0.0018157, Val MRR:0.39654, ice0003_2
2023-05-19 01:24:55,759 - ice0003_2 - [INFO] - [E:111| 700]: Train Loss:0.0018156, Val MRR:0.39654, ice0003_2
2023-05-19 01:26:38,759 - ice0003_2 - [INFO] - [E:111| 800]: Train Loss:0.0018162, Val MRR:0.39654, ice0003_2
2023-05-19 01:28:13,980 - ice0003_2 - [INFO] - [E:111| 900]: Train Loss:0.0018168, Val MRR:0.39654, ice0003_2
2023-05-19 01:29:24,473 - ice0003_2 - [INFO] - [Epoch:111]: Training Loss:0.001817
2023-05-19 01:29:24,989 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 01:29:47,846 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 01:30:10,158 - ice0003_2 - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.42049, Head : 0.37288, Avg : 0.39669
2023-05-19 01:30:11,491 - ice0003_2 - [INFO] - [Epoch 111]: Training Loss: 0.0018173, Valid MRR: 0.39669,
2023-05-19 01:30:12,694 - ice0003_2 - [INFO] - [E:112| 0]: Train Loss:0.0017806, Val MRR:0.39669, ice0003_2
2023-05-19 01:31:53,344 - ice0003_2 - [INFO] - [E:112| 100]: Train Loss:0.0018069, Val MRR:0.39669, ice0003_2
2023-05-19 01:33:35,115 - ice0003_2 - [INFO] - [E:112| 200]: Train Loss:0.0018097, Val MRR:0.39669, ice0003_2
2023-05-19 01:35:17,850 - ice0003_2 - [INFO] - [E:112| 300]: Train Loss:0.0018128, Val MRR:0.39669, ice0003_2
2023-05-19 01:36:50,254 - ice0003_2 - [INFO] - [E:112| 400]: Train Loss:0.0018143, Val MRR:0.39669, ice0003_2
2023-05-19 01:38:33,254 - ice0003_2 - [INFO] - [E:112| 500]: Train Loss:0.0018141, Val MRR:0.39669, ice0003_2
2023-05-19 01:40:16,523 - ice0003_2 - [INFO] - [E:112| 600]: Train Loss:0.0018143, Val MRR:0.39669, ice0003_2
2023-05-19 01:41:59,323 - ice0003_2 - [INFO] - [E:112| 700]: Train Loss:0.0018144, Val MRR:0.39669, ice0003_2
2023-05-19 01:43:42,559 - ice0003_2 - [INFO] - [E:112| 800]: Train Loss:0.0018143, Val MRR:0.39669, ice0003_2
2023-05-19 01:45:18,784 - ice0003_2 - [INFO] - [E:112| 900]: Train Loss:0.001815, Val MRR:0.39669, ice0003_2
2023-05-19 01:46:26,032 - ice0003_2 - [INFO] - [Epoch:112]: Training Loss:0.001816
2023-05-19 01:46:26,483 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 01:46:49,753 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 01:47:12,793 - ice0003_2 - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.42139, Head : 0.37443, Avg : 0.39791
2023-05-19 01:47:14,185 - ice0003_2 - [INFO] - [Epoch 112]: Training Loss: 0.0018155, Valid MRR: 0.39791,
2023-05-19 01:47:15,606 - ice0003_2 - [INFO] - [E:113| 0]: Train Loss:0.0017651, Val MRR:0.39791, ice0003_2
2023-05-19 01:48:58,250 - ice0003_2 - [INFO] - [E:113| 100]: Train Loss:0.0018076, Val MRR:0.39791, ice0003_2
2023-05-19 01:50:41,631 - ice0003_2 - [INFO] - [E:113| 200]: Train Loss:0.0018074, Val MRR:0.39791, ice0003_2
2023-05-19 01:52:24,623 - ice0003_2 - [INFO] - [E:113| 300]: Train Loss:0.0018088, Val MRR:0.39791, ice0003_2
2023-05-19 01:54:00,485 - ice0003_2 - [INFO] - [E:113| 400]: Train Loss:0.0018108, Val MRR:0.39791, ice0003_2
2023-05-19 01:55:40,204 - ice0003_2 - [INFO] - [E:113| 500]: Train Loss:0.0018112, Val MRR:0.39791, ice0003_2
2023-05-19 01:57:23,129 - ice0003_2 - [INFO] - [E:113| 600]: Train Loss:0.0018117, Val MRR:0.39791, ice0003_2
2023-05-19 01:59:07,863 - ice0003_2 - [INFO] - [E:113| 700]: Train Loss:0.0018132, Val MRR:0.39791, ice0003_2
2023-05-19 02:00:48,867 - ice0003_2 - [INFO] - [E:113| 800]: Train Loss:0.0018137, Val MRR:0.39791, ice0003_2
2023-05-19 02:02:30,290 - ice0003_2 - [INFO] - [E:113| 900]: Train Loss:0.0018145, Val MRR:0.39791, ice0003_2
2023-05-19 02:03:33,932 - ice0003_2 - [INFO] - [Epoch:113]: Training Loss:0.001815
2023-05-19 02:03:34,371 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 02:03:57,292 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 02:04:20,026 - ice0003_2 - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.4214, Head : 0.37456, Avg : 0.39798
2023-05-19 02:04:21,798 - ice0003_2 - [INFO] - [Epoch 113]: Training Loss: 0.0018147, Valid MRR: 0.39798,
2023-05-19 02:04:23,159 - ice0003_2 - [INFO] - [E:114| 0]: Train Loss:0.001815, Val MRR:0.39798, ice0003_2
2023-05-19 02:06:05,104 - ice0003_2 - [INFO] - [E:114| 100]: Train Loss:0.0018097, Val MRR:0.39798, ice0003_2
2023-05-19 02:07:47,440 - ice0003_2 - [INFO] - [E:114| 200]: Train Loss:0.0018086, Val MRR:0.39798, ice0003_2
2023-05-19 02:09:30,102 - ice0003_2 - [INFO] - [E:114| 300]: Train Loss:0.0018097, Val MRR:0.39798, ice0003_2
2023-05-19 02:11:11,119 - ice0003_2 - [INFO] - [E:114| 400]: Train Loss:0.0018097, Val MRR:0.39798, ice0003_2
2023-05-19 02:12:44,538 - ice0003_2 - [INFO] - [E:114| 500]: Train Loss:0.0018104, Val MRR:0.39798, ice0003_2
2023-05-19 02:14:26,167 - ice0003_2 - [INFO] - [E:114| 600]: Train Loss:0.0018109, Val MRR:0.39798, ice0003_2
2023-05-19 02:16:07,966 - ice0003_2 - [INFO] - [E:114| 700]: Train Loss:0.0018117, Val MRR:0.39798, ice0003_2
2023-05-19 02:17:50,550 - ice0003_2 - [INFO] - [E:114| 800]: Train Loss:0.0018123, Val MRR:0.39798, ice0003_2
2023-05-19 02:19:33,184 - ice0003_2 - [INFO] - [E:114| 900]: Train Loss:0.0018124, Val MRR:0.39798, ice0003_2
2023-05-19 02:20:35,319 - ice0003_2 - [INFO] - [Epoch:114]: Training Loss:0.001813
2023-05-19 02:20:35,582 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 02:20:59,122 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 02:21:22,262 - ice0003_2 - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.41892, Head : 0.37388, Avg : 0.3964
2023-05-19 02:21:22,262 - ice0003_2 - [INFO] - [Epoch 114]: Training Loss: 0.001813, Valid MRR: 0.39798,
2023-05-19 02:21:23,223 - ice0003_2 - [INFO] - [E:115| 0]: Train Loss:0.0017743, Val MRR:0.39798, ice0003_2
2023-05-19 02:23:07,164 - ice0003_2 - [INFO] - [E:115| 100]: Train Loss:0.0018039, Val MRR:0.39798, ice0003_2
2023-05-19 02:24:50,968 - ice0003_2 - [INFO] - [E:115| 200]: Train Loss:0.0018065, Val MRR:0.39798, ice0003_2
2023-05-19 02:26:34,568 - ice0003_2 - [INFO] - [E:115| 300]: Train Loss:0.0018065, Val MRR:0.39798, ice0003_2
2023-05-19 02:28:15,975 - ice0003_2 - [INFO] - [E:115| 400]: Train Loss:0.0018059, Val MRR:0.39798, ice0003_2
2023-05-19 02:29:48,280 - ice0003_2 - [INFO] - [E:115| 500]: Train Loss:0.0018077, Val MRR:0.39798, ice0003_2
2023-05-19 02:31:31,119 - ice0003_2 - [INFO] - [E:115| 600]: Train Loss:0.0018088, Val MRR:0.39798, ice0003_2
2023-05-19 02:33:13,958 - ice0003_2 - [INFO] - [E:115| 700]: Train Loss:0.0018097, Val MRR:0.39798, ice0003_2
2023-05-19 02:34:56,812 - ice0003_2 - [INFO] - [E:115| 800]: Train Loss:0.0018104, Val MRR:0.39798, ice0003_2
2023-05-19 02:36:39,823 - ice0003_2 - [INFO] - [E:115| 900]: Train Loss:0.0018113, Val MRR:0.39798, ice0003_2
2023-05-19 02:37:41,791 - ice0003_2 - [INFO] - [Epoch:115]: Training Loss:0.001812
2023-05-19 02:37:42,310 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 02:38:05,115 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 02:38:27,981 - ice0003_2 - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.4208, Head : 0.37313, Avg : 0.39697
2023-05-19 02:38:27,981 - ice0003_2 - [INFO] - [Epoch 115]: Training Loss: 0.0018116, Valid MRR: 0.39798,
2023-05-19 02:38:29,100 - ice0003_2 - [INFO] - [E:116| 0]: Train Loss:0.001801, Val MRR:0.39798, ice0003_2
2023-05-19 02:40:11,107 - ice0003_2 - [INFO] - [E:116| 100]: Train Loss:0.0018023, Val MRR:0.39798, ice0003_2
2023-05-19 02:41:52,978 - ice0003_2 - [INFO] - [E:116| 200]: Train Loss:0.0018038, Val MRR:0.39798, ice0003_2
2023-05-19 02:43:34,133 - ice0003_2 - [INFO] - [E:116| 300]: Train Loss:0.0018035, Val MRR:0.39798, ice0003_2
2023-05-19 02:45:16,825 - ice0003_2 - [INFO] - [E:116| 400]: Train Loss:0.0018051, Val MRR:0.39798, ice0003_2
2023-05-19 02:46:51,791 - ice0003_2 - [INFO] - [E:116| 500]: Train Loss:0.0018071, Val MRR:0.39798, ice0003_2
2023-05-19 02:48:34,271 - ice0003_2 - [INFO] - [E:116| 600]: Train Loss:0.0018072, Val MRR:0.39798, ice0003_2
2023-05-19 02:50:16,787 - ice0003_2 - [INFO] - [E:116| 700]: Train Loss:0.0018077, Val MRR:0.39798, ice0003_2
2023-05-19 02:51:59,754 - ice0003_2 - [INFO] - [E:116| 800]: Train Loss:0.0018086, Val MRR:0.39798, ice0003_2
2023-05-19 02:53:42,309 - ice0003_2 - [INFO] - [E:116| 900]: Train Loss:0.0018096, Val MRR:0.39798, ice0003_2
2023-05-19 02:54:44,634 - ice0003_2 - [INFO] - [Epoch:116]: Training Loss:0.00181
2023-05-19 02:54:44,969 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 02:55:08,286 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 02:55:31,165 - ice0003_2 - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.42065, Head : 0.37233, Avg : 0.39649
2023-05-19 02:55:31,165 - ice0003_2 - [INFO] - [Epoch 116]: Training Loss: 0.0018101, Valid MRR: 0.39798,
2023-05-19 02:55:32,370 - ice0003_2 - [INFO] - [E:117| 0]: Train Loss:0.0017746, Val MRR:0.39798, ice0003_2
2023-05-19 02:57:13,316 - ice0003_2 - [INFO] - [E:117| 100]: Train Loss:0.0018081, Val MRR:0.39798, ice0003_2
2023-05-19 02:58:54,634 - ice0003_2 - [INFO] - [E:117| 200]: Train Loss:0.0018075, Val MRR:0.39798, ice0003_2
2023-05-19 03:00:37,170 - ice0003_2 - [INFO] - [E:117| 300]: Train Loss:0.0018066, Val MRR:0.39798, ice0003_2
2023-05-19 03:02:19,122 - ice0003_2 - [INFO] - [E:117| 400]: Train Loss:0.0018053, Val MRR:0.39798, ice0003_2
2023-05-19 03:03:51,095 - ice0003_2 - [INFO] - [E:117| 500]: Train Loss:0.0018055, Val MRR:0.39798, ice0003_2
2023-05-19 03:05:32,925 - ice0003_2 - [INFO] - [E:117| 600]: Train Loss:0.0018069, Val MRR:0.39798, ice0003_2
2023-05-19 03:07:15,923 - ice0003_2 - [INFO] - [E:117| 700]: Train Loss:0.0018077, Val MRR:0.39798, ice0003_2
2023-05-19 03:08:58,318 - ice0003_2 - [INFO] - [E:117| 800]: Train Loss:0.0018083, Val MRR:0.39798, ice0003_2
2023-05-19 03:10:40,572 - ice0003_2 - [INFO] - [E:117| 900]: Train Loss:0.0018088, Val MRR:0.39798, ice0003_2
2023-05-19 03:11:41,747 - ice0003_2 - [INFO] - [Epoch:117]: Training Loss:0.001809
2023-05-19 03:11:42,057 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 03:12:04,498 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 03:12:26,617 - ice0003_2 - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.42061, Head : 0.3745, Avg : 0.39756
2023-05-19 03:12:26,617 - ice0003_2 - [INFO] - [Epoch 117]: Training Loss: 0.0018091, Valid MRR: 0.39798,
2023-05-19 03:12:27,688 - ice0003_2 - [INFO] - [E:118| 0]: Train Loss:0.0017905, Val MRR:0.39798, ice0003_2
2023-05-19 03:14:10,485 - ice0003_2 - [INFO] - [E:118| 100]: Train Loss:0.0018013, Val MRR:0.39798, ice0003_2
2023-05-19 03:15:53,055 - ice0003_2 - [INFO] - [E:118| 200]: Train Loss:0.0018017, Val MRR:0.39798, ice0003_2
2023-05-19 03:17:35,533 - ice0003_2 - [INFO] - [E:118| 300]: Train Loss:0.001802, Val MRR:0.39798, ice0003_2
2023-05-19 03:19:18,197 - ice0003_2 - [INFO] - [E:118| 400]: Train Loss:0.0018036, Val MRR:0.39798, ice0003_2
2023-05-19 03:20:50,571 - ice0003_2 - [INFO] - [E:118| 500]: Train Loss:0.0018039, Val MRR:0.39798, ice0003_2
2023-05-19 03:22:32,987 - ice0003_2 - [INFO] - [E:118| 600]: Train Loss:0.0018046, Val MRR:0.39798, ice0003_2
2023-05-19 03:24:15,889 - ice0003_2 - [INFO] - [E:118| 700]: Train Loss:0.0018061, Val MRR:0.39798, ice0003_2
2023-05-19 03:25:58,319 - ice0003_2 - [INFO] - [E:118| 800]: Train Loss:0.0018064, Val MRR:0.39798, ice0003_2
2023-05-19 03:27:40,022 - ice0003_2 - [INFO] - [E:118| 900]: Train Loss:0.001807, Val MRR:0.39798, ice0003_2
2023-05-19 03:28:41,591 - ice0003_2 - [INFO] - [Epoch:118]: Training Loss:0.001808
2023-05-19 03:28:41,981 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 03:29:05,092 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 03:29:28,130 - ice0003_2 - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.42215, Head : 0.37624, Avg : 0.39919
2023-05-19 03:29:29,547 - ice0003_2 - [INFO] - [Epoch 118]: Training Loss: 0.0018075, Valid MRR: 0.39919,
2023-05-19 03:29:30,546 - ice0003_2 - [INFO] - [E:119| 0]: Train Loss:0.0017974, Val MRR:0.39919, ice0003_2
2023-05-19 03:31:12,590 - ice0003_2 - [INFO] - [E:119| 100]: Train Loss:0.0017966, Val MRR:0.39919, ice0003_2
2023-05-19 03:32:54,578 - ice0003_2 - [INFO] - [E:119| 200]: Train Loss:0.0018, Val MRR:0.39919, ice0003_2
2023-05-19 03:34:39,142 - ice0003_2 - [INFO] - [E:119| 300]: Train Loss:0.0018006, Val MRR:0.39919, ice0003_2
2023-05-19 03:36:21,538 - ice0003_2 - [INFO] - [E:119| 400]: Train Loss:0.0018016, Val MRR:0.39919, ice0003_2
2023-05-19 03:37:54,597 - ice0003_2 - [INFO] - [E:119| 500]: Train Loss:0.0018025, Val MRR:0.39919, ice0003_2
2023-05-19 03:39:35,832 - ice0003_2 - [INFO] - [E:119| 600]: Train Loss:0.0018036, Val MRR:0.39919, ice0003_2
2023-05-19 03:41:17,833 - ice0003_2 - [INFO] - [E:119| 700]: Train Loss:0.0018041, Val MRR:0.39919, ice0003_2
2023-05-19 03:43:00,903 - ice0003_2 - [INFO] - [E:119| 800]: Train Loss:0.0018051, Val MRR:0.39919, ice0003_2
2023-05-19 03:44:44,161 - ice0003_2 - [INFO] - [E:119| 900]: Train Loss:0.0018055, Val MRR:0.39919, ice0003_2
2023-05-19 03:45:48,337 - ice0003_2 - [INFO] - [Epoch:119]: Training Loss:0.001806
2023-05-19 03:45:48,554 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 03:46:10,040 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 03:46:32,670 - ice0003_2 - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.41961, Head : 0.37272, Avg : 0.39616
MR: Tail : 323.18, Head : 341.71, Avg : 332.44
Hit-1: Tail : 0.3112, Head : 0.26787, Avg : 0.28954
Hit-3: Tail : 0.47166, Head : 0.4168, Avg : 0.44423
Hit-10: Tail : 0.6269, Head : 0.58235, Avg : 0.60462
2023-05-19 03:46:32,670 - ice0003_2 - [INFO] - [Epoch 119]: Training Loss: 0.0018059, Valid MRR: 0.39919,
2023-05-19 03:46:33,876 - ice0003_2 - [INFO] - [E:120| 0]: Train Loss:0.0018373, Val MRR:0.39919, ice0003_2
2023-05-19 03:48:16,578 - ice0003_2 - [INFO] - [E:120| 100]: Train Loss:0.0017974, Val MRR:0.39919, ice0003_2
2023-05-19 03:49:59,386 - ice0003_2 - [INFO] - [E:120| 200]: Train Loss:0.0017996, Val MRR:0.39919, ice0003_2
2023-05-19 03:51:41,976 - ice0003_2 - [INFO] - [E:120| 300]: Train Loss:0.0017998, Val MRR:0.39919, ice0003_2
2023-05-19 03:53:24,572 - ice0003_2 - [INFO] - [E:120| 400]: Train Loss:0.0018016, Val MRR:0.39919, ice0003_2
2023-05-19 03:54:56,422 - ice0003_2 - [INFO] - [E:120| 500]: Train Loss:0.001802, Val MRR:0.39919, ice0003_2
2023-05-19 03:56:37,940 - ice0003_2 - [INFO] - [E:120| 600]: Train Loss:0.0018019, Val MRR:0.39919, ice0003_2
2023-05-19 03:58:20,152 - ice0003_2 - [INFO] - [E:120| 700]: Train Loss:0.0018018, Val MRR:0.39919, ice0003_2
2023-05-19 04:00:02,214 - ice0003_2 - [INFO] - [E:120| 800]: Train Loss:0.0018028, Val MRR:0.39919, ice0003_2
2023-05-19 04:01:44,003 - ice0003_2 - [INFO] - [E:120| 900]: Train Loss:0.001804, Val MRR:0.39919, ice0003_2
2023-05-19 04:02:52,693 - ice0003_2 - [INFO] - [Epoch:120]: Training Loss:0.001805
2023-05-19 04:02:52,910 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 04:03:08,194 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 04:03:31,392 - ice0003_2 - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.4214, Head : 0.37445, Avg : 0.39792
2023-05-19 04:03:31,392 - ice0003_2 - [INFO] - [Epoch 120]: Training Loss: 0.0018046, Valid MRR: 0.39919,
2023-05-19 04:03:32,255 - ice0003_2 - [INFO] - [E:121| 0]: Train Loss:0.0018093, Val MRR:0.39919, ice0003_2
2023-05-19 04:05:15,100 - ice0003_2 - [INFO] - [E:121| 100]: Train Loss:0.0018049, Val MRR:0.39919, ice0003_2
2023-05-19 04:06:59,194 - ice0003_2 - [INFO] - [E:121| 200]: Train Loss:0.0018023, Val MRR:0.39919, ice0003_2
2023-05-19 04:08:42,129 - ice0003_2 - [INFO] - [E:121| 300]: Train Loss:0.001801, Val MRR:0.39919, ice0003_2
2023-05-19 04:10:23,300 - ice0003_2 - [INFO] - [E:121| 400]: Train Loss:0.0018003, Val MRR:0.39919, ice0003_2
2023-05-19 04:11:55,455 - ice0003_2 - [INFO] - [E:121| 500]: Train Loss:0.0018007, Val MRR:0.39919, ice0003_2
2023-05-19 04:13:37,926 - ice0003_2 - [INFO] - [E:121| 600]: Train Loss:0.0018003, Val MRR:0.39919, ice0003_2
2023-05-19 04:15:20,448 - ice0003_2 - [INFO] - [E:121| 700]: Train Loss:0.0018007, Val MRR:0.39919, ice0003_2
2023-05-19 04:17:02,908 - ice0003_2 - [INFO] - [E:121| 800]: Train Loss:0.0018022, Val MRR:0.39919, ice0003_2
2023-05-19 04:18:45,440 - ice0003_2 - [INFO] - [E:121| 900]: Train Loss:0.0018027, Val MRR:0.39919, ice0003_2
2023-05-19 04:19:57,521 - ice0003_2 - [INFO] - [Epoch:121]: Training Loss:0.001803
2023-05-19 04:19:57,865 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 04:20:12,804 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 04:20:32,550 - ice0003_2 - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.4197, Head : 0.37378, Avg : 0.39674
2023-05-19 04:20:32,550 - ice0003_2 - [INFO] - [Epoch 121]: Training Loss: 0.0018033, Valid MRR: 0.39919,
2023-05-19 04:20:33,608 - ice0003_2 - [INFO] - [E:122| 0]: Train Loss:0.0018114, Val MRR:0.39919, ice0003_2
2023-05-19 04:22:18,341 - ice0003_2 - [INFO] - [E:122| 100]: Train Loss:0.0017951, Val MRR:0.39919, ice0003_2
2023-05-19 04:23:59,977 - ice0003_2 - [INFO] - [E:122| 200]: Train Loss:0.0017959, Val MRR:0.39919, ice0003_2
2023-05-19 04:25:41,816 - ice0003_2 - [INFO] - [E:122| 300]: Train Loss:0.0017969, Val MRR:0.39919, ice0003_2
2023-05-19 04:27:24,308 - ice0003_2 - [INFO] - [E:122| 400]: Train Loss:0.0017966, Val MRR:0.39919, ice0003_2
2023-05-19 04:28:56,690 - ice0003_2 - [INFO] - [E:122| 500]: Train Loss:0.0017979, Val MRR:0.39919, ice0003_2
2023-05-19 04:30:38,895 - ice0003_2 - [INFO] - [E:122| 600]: Train Loss:0.0017992, Val MRR:0.39919, ice0003_2
2023-05-19 04:32:21,642 - ice0003_2 - [INFO] - [E:122| 700]: Train Loss:0.0018, Val MRR:0.39919, ice0003_2
2023-05-19 04:34:03,785 - ice0003_2 - [INFO] - [E:122| 800]: Train Loss:0.0018008, Val MRR:0.39919, ice0003_2
2023-05-19 04:35:46,080 - ice0003_2 - [INFO] - [E:122| 900]: Train Loss:0.0018013, Val MRR:0.39919, ice0003_2
2023-05-19 04:36:57,478 - ice0003_2 - [INFO] - [Epoch:122]: Training Loss:0.001802
2023-05-19 04:36:57,820 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 04:37:18,498 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 04:37:32,165 - ice0003_2 - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.42005, Head : 0.37418, Avg : 0.39711
2023-05-19 04:37:32,165 - ice0003_2 - [INFO] - [Epoch 122]: Training Loss: 0.0018022, Valid MRR: 0.39919,
2023-05-19 04:37:32,815 - ice0003_2 - [INFO] - [E:123| 0]: Train Loss:0.0017493, Val MRR:0.39919, ice0003_2
2023-05-19 04:39:15,177 - ice0003_2 - [INFO] - [E:123| 100]: Train Loss:0.0017925, Val MRR:0.39919, ice0003_2
2023-05-19 04:40:58,479 - ice0003_2 - [INFO] - [E:123| 200]: Train Loss:0.0017952, Val MRR:0.39919, ice0003_2
2023-05-19 04:42:41,626 - ice0003_2 - [INFO] - [E:123| 300]: Train Loss:0.0017958, Val MRR:0.39919, ice0003_2
2023-05-19 04:44:24,708 - ice0003_2 - [INFO] - [E:123| 400]: Train Loss:0.0017974, Val MRR:0.39919, ice0003_2
2023-05-19 04:46:01,713 - ice0003_2 - [INFO] - [E:123| 500]: Train Loss:0.0017982, Val MRR:0.39919, ice0003_2
2023-05-19 04:47:40,446 - ice0003_2 - [INFO] - [E:123| 600]: Train Loss:0.0017986, Val MRR:0.39919, ice0003_2
2023-05-19 04:49:24,050 - ice0003_2 - [INFO] - [E:123| 700]: Train Loss:0.0017997, Val MRR:0.39919, ice0003_2
2023-05-19 04:51:07,317 - ice0003_2 - [INFO] - [E:123| 800]: Train Loss:0.0018002, Val MRR:0.39919, ice0003_2
2023-05-19 04:52:49,505 - ice0003_2 - [INFO] - [E:123| 900]: Train Loss:0.0018005, Val MRR:0.39919, ice0003_2
2023-05-19 04:54:01,196 - ice0003_2 - [INFO] - [Epoch:123]: Training Loss:0.001801
2023-05-19 04:54:01,598 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 04:54:23,068 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 04:54:36,744 - ice0003_2 - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.42172, Head : 0.37461, Avg : 0.39817
2023-05-19 04:54:36,744 - ice0003_2 - [INFO] - [Epoch 123]: Training Loss: 0.0018008, Valid MRR: 0.39919,
2023-05-19 04:54:37,435 - ice0003_2 - [INFO] - [E:124| 0]: Train Loss:0.0017521, Val MRR:0.39919, ice0003_2
2023-05-19 04:56:20,174 - ice0003_2 - [INFO] - [E:124| 100]: Train Loss:0.0017853, Val MRR:0.39919, ice0003_2
2023-05-19 04:58:02,813 - ice0003_2 - [INFO] - [E:124| 200]: Train Loss:0.0017886, Val MRR:0.39919, ice0003_2
2023-05-19 04:59:44,531 - ice0003_2 - [INFO] - [E:124| 300]: Train Loss:0.0017923, Val MRR:0.39919, ice0003_2
2023-05-19 05:01:26,272 - ice0003_2 - [INFO] - [E:124| 400]: Train Loss:0.0017947, Val MRR:0.39919, ice0003_2
2023-05-19 05:03:05,376 - ice0003_2 - [INFO] - [E:124| 500]: Train Loss:0.0017959, Val MRR:0.39919, ice0003_2
2023-05-19 05:04:40,990 - ice0003_2 - [INFO] - [E:124| 600]: Train Loss:0.001797, Val MRR:0.39919, ice0003_2
2023-05-19 05:06:24,015 - ice0003_2 - [INFO] - [E:124| 700]: Train Loss:0.0017979, Val MRR:0.39919, ice0003_2
2023-05-19 05:08:05,869 - ice0003_2 - [INFO] - [E:124| 800]: Train Loss:0.0017979, Val MRR:0.39919, ice0003_2
2023-05-19 05:09:50,983 - ice0003_2 - [INFO] - [E:124| 900]: Train Loss:0.0017988, Val MRR:0.39919, ice0003_2
2023-05-19 05:11:02,663 - ice0003_2 - [INFO] - [Epoch:124]: Training Loss:0.001799
2023-05-19 05:11:02,929 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 05:11:26,236 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 05:11:43,794 - ice0003_2 - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.42249, Head : 0.3747, Avg : 0.3986
2023-05-19 05:11:43,794 - ice0003_2 - [INFO] - [Epoch 124]: Training Loss: 0.0017995, Valid MRR: 0.39919,
2023-05-19 05:11:44,443 - ice0003_2 - [INFO] - [E:125| 0]: Train Loss:0.0017589, Val MRR:0.39919, ice0003_2
2023-05-19 05:13:21,743 - ice0003_2 - [INFO] - [E:125| 100]: Train Loss:0.0017922, Val MRR:0.39919, ice0003_2
2023-05-19 05:15:04,061 - ice0003_2 - [INFO] - [E:125| 200]: Train Loss:0.0017925, Val MRR:0.39919, ice0003_2
2023-05-19 05:16:46,303 - ice0003_2 - [INFO] - [E:125| 300]: Train Loss:0.0017939, Val MRR:0.39919, ice0003_2
2023-05-19 05:18:28,423 - ice0003_2 - [INFO] - [E:125| 400]: Train Loss:0.0017952, Val MRR:0.39919, ice0003_2
2023-05-19 05:20:10,774 - ice0003_2 - [INFO] - [E:125| 500]: Train Loss:0.0017957, Val MRR:0.39919, ice0003_2
2023-05-19 05:21:42,324 - ice0003_2 - [INFO] - [E:125| 600]: Train Loss:0.0017958, Val MRR:0.39919, ice0003_2
2023-05-19 05:23:24,554 - ice0003_2 - [INFO] - [E:125| 700]: Train Loss:0.0017968, Val MRR:0.39919, ice0003_2
2023-05-19 05:25:06,983 - ice0003_2 - [INFO] - [E:125| 800]: Train Loss:0.0017974, Val MRR:0.39919, ice0003_2
2023-05-19 05:26:49,224 - ice0003_2 - [INFO] - [E:125| 900]: Train Loss:0.0017978, Val MRR:0.39919, ice0003_2
2023-05-19 05:28:01,427 - ice0003_2 - [INFO] - [Epoch:125]: Training Loss:0.001798
2023-05-19 05:28:01,771 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 05:28:25,326 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 05:28:48,153 - ice0003_2 - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.42061, Head : 0.37422, Avg : 0.39741
2023-05-19 05:28:48,153 - ice0003_2 - [INFO] - [Epoch 125]: Training Loss: 0.0017982, Valid MRR: 0.39919,
2023-05-19 05:28:49,339 - ice0003_2 - [INFO] - [E:126| 0]: Train Loss:0.0017901, Val MRR:0.39919, ice0003_2
2023-05-19 05:30:21,716 - ice0003_2 - [INFO] - [E:126| 100]: Train Loss:0.001789, Val MRR:0.39919, ice0003_2
2023-05-19 05:32:04,338 - ice0003_2 - [INFO] - [E:126| 200]: Train Loss:0.0017868, Val MRR:0.39919, ice0003_2
2023-05-19 05:33:46,601 - ice0003_2 - [INFO] - [E:126| 300]: Train Loss:0.0017897, Val MRR:0.39919, ice0003_2
2023-05-19 05:35:28,455 - ice0003_2 - [INFO] - [E:126| 400]: Train Loss:0.0017906, Val MRR:0.39919, ice0003_2
2023-05-19 05:37:10,070 - ice0003_2 - [INFO] - [E:126| 500]: Train Loss:0.0017914, Val MRR:0.39919, ice0003_2
2023-05-19 05:38:42,937 - ice0003_2 - [INFO] - [E:126| 600]: Train Loss:0.0017927, Val MRR:0.39919, ice0003_2
2023-05-19 05:40:25,234 - ice0003_2 - [INFO] - [E:126| 700]: Train Loss:0.001794, Val MRR:0.39919, ice0003_2
2023-05-19 05:42:08,002 - ice0003_2 - [INFO] - [E:126| 800]: Train Loss:0.0017952, Val MRR:0.39919, ice0003_2
2023-05-19 05:43:50,660 - ice0003_2 - [INFO] - [E:126| 900]: Train Loss:0.0017963, Val MRR:0.39919, ice0003_2
2023-05-19 05:45:02,861 - ice0003_2 - [INFO] - [Epoch:126]: Training Loss:0.001797
2023-05-19 05:45:03,258 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 05:45:26,781 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 05:45:49,421 - ice0003_2 - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.42122, Head : 0.37429, Avg : 0.39775
2023-05-19 05:45:49,421 - ice0003_2 - [INFO] - [Epoch 126]: Training Loss: 0.0017971, Valid MRR: 0.39919,
2023-05-19 05:45:50,622 - ice0003_2 - [INFO] - [E:127| 0]: Train Loss:0.0017886, Val MRR:0.39919, ice0003_2
2023-05-19 05:47:23,184 - ice0003_2 - [INFO] - [E:127| 100]: Train Loss:0.0017871, Val MRR:0.39919, ice0003_2
2023-05-19 05:49:06,331 - ice0003_2 - [INFO] - [E:127| 200]: Train Loss:0.0017902, Val MRR:0.39919, ice0003_2
2023-05-19 05:50:47,876 - ice0003_2 - [INFO] - [E:127| 300]: Train Loss:0.0017899, Val MRR:0.39919, ice0003_2
2023-05-19 05:52:31,130 - ice0003_2 - [INFO] - [E:127| 400]: Train Loss:0.0017909, Val MRR:0.39919, ice0003_2
2023-05-19 05:54:14,247 - ice0003_2 - [INFO] - [E:127| 500]: Train Loss:0.0017923, Val MRR:0.39919, ice0003_2
2023-05-19 05:55:46,486 - ice0003_2 - [INFO] - [E:127| 600]: Train Loss:0.0017929, Val MRR:0.39919, ice0003_2
2023-05-19 05:57:31,097 - ice0003_2 - [INFO] - [E:127| 700]: Train Loss:0.0017933, Val MRR:0.39919, ice0003_2
2023-05-19 05:59:12,664 - ice0003_2 - [INFO] - [E:127| 800]: Train Loss:0.0017946, Val MRR:0.39919, ice0003_2
2023-05-19 06:00:54,103 - ice0003_2 - [INFO] - [E:127| 900]: Train Loss:0.0017951, Val MRR:0.39919, ice0003_2
2023-05-19 06:02:05,821 - ice0003_2 - [INFO] - [Epoch:127]: Training Loss:0.001795
2023-05-19 06:02:06,188 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 06:02:29,323 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 06:02:52,250 - ice0003_2 - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.4224, Head : 0.37348, Avg : 0.39794
2023-05-19 06:02:52,250 - ice0003_2 - [INFO] - [Epoch 127]: Training Loss: 0.0017955, Valid MRR: 0.39919,
2023-05-19 06:02:53,375 - ice0003_2 - [INFO] - [E:128| 0]: Train Loss:0.0017977, Val MRR:0.39919, ice0003_2
2023-05-19 06:04:24,988 - ice0003_2 - [INFO] - [E:128| 100]: Train Loss:0.0017908, Val MRR:0.39919, ice0003_2
2023-05-19 06:06:07,348 - ice0003_2 - [INFO] - [E:128| 200]: Train Loss:0.0017922, Val MRR:0.39919, ice0003_2
2023-05-19 06:07:49,813 - ice0003_2 - [INFO] - [E:128| 300]: Train Loss:0.0017919, Val MRR:0.39919, ice0003_2
2023-05-19 06:09:31,749 - ice0003_2 - [INFO] - [E:128| 400]: Train Loss:0.0017917, Val MRR:0.39919, ice0003_2
2023-05-19 06:11:13,927 - ice0003_2 - [INFO] - [E:128| 500]: Train Loss:0.0017915, Val MRR:0.39919, ice0003_2
2023-05-19 06:12:45,578 - ice0003_2 - [INFO] - [E:128| 600]: Train Loss:0.0017922, Val MRR:0.39919, ice0003_2
2023-05-19 06:14:27,335 - ice0003_2 - [INFO] - [E:128| 700]: Train Loss:0.0017928, Val MRR:0.39919, ice0003_2
2023-05-19 06:16:09,373 - ice0003_2 - [INFO] - [E:128| 800]: Train Loss:0.0017934, Val MRR:0.39919, ice0003_2
2023-05-19 06:17:51,551 - ice0003_2 - [INFO] - [E:128| 900]: Train Loss:0.0017934, Val MRR:0.39919, ice0003_2
2023-05-19 06:19:03,172 - ice0003_2 - [INFO] - [Epoch:128]: Training Loss:0.001794
2023-05-19 06:19:03,437 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 06:19:25,832 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 06:19:48,165 - ice0003_2 - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.42138, Head : 0.37548, Avg : 0.39843
2023-05-19 06:19:48,165 - ice0003_2 - [INFO] - [Epoch 128]: Training Loss: 0.0017941, Valid MRR: 0.39919,
2023-05-19 06:19:49,331 - ice0003_2 - [INFO] - [E:129| 0]: Train Loss:0.0017622, Val MRR:0.39919, ice0003_2
2023-05-19 06:21:22,009 - ice0003_2 - [INFO] - [E:129| 100]: Train Loss:0.0017868, Val MRR:0.39919, ice0003_2
2023-05-19 06:23:04,771 - ice0003_2 - [INFO] - [E:129| 200]: Train Loss:0.0017869, Val MRR:0.39919, ice0003_2
2023-05-19 06:24:48,283 - ice0003_2 - [INFO] - [E:129| 300]: Train Loss:0.0017881, Val MRR:0.39919, ice0003_2
2023-05-19 06:26:32,248 - ice0003_2 - [INFO] - [E:129| 400]: Train Loss:0.0017895, Val MRR:0.39919, ice0003_2
2023-05-19 06:28:15,517 - ice0003_2 - [INFO] - [E:129| 500]: Train Loss:0.0017899, Val MRR:0.39919, ice0003_2
2023-05-19 06:29:48,680 - ice0003_2 - [INFO] - [E:129| 600]: Train Loss:0.001791, Val MRR:0.39919, ice0003_2
2023-05-19 06:31:31,458 - ice0003_2 - [INFO] - [E:129| 700]: Train Loss:0.0017911, Val MRR:0.39919, ice0003_2
2023-05-19 06:33:14,197 - ice0003_2 - [INFO] - [E:129| 800]: Train Loss:0.0017918, Val MRR:0.39919, ice0003_2
2023-05-19 06:34:56,517 - ice0003_2 - [INFO] - [E:129| 900]: Train Loss:0.0017926, Val MRR:0.39919, ice0003_2
2023-05-19 06:36:08,459 - ice0003_2 - [INFO] - [Epoch:129]: Training Loss:0.001793
2023-05-19 06:36:08,731 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 06:36:31,594 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 06:36:54,671 - ice0003_2 - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.42306, Head : 0.37544, Avg : 0.39925
MR: Tail : 327.54, Head : 355.47, Avg : 341.5
Hit-1: Tail : 0.31594, Head : 0.27127, Avg : 0.2936
Hit-3: Tail : 0.47506, Head : 0.41983, Avg : 0.44745
Hit-10: Tail : 0.62702, Head : 0.58272, Avg : 0.60487
2023-05-19 06:36:55,953 - ice0003_2 - [INFO] - [Epoch 129]: Training Loss: 0.0017931, Valid MRR: 0.39925,
2023-05-19 06:36:57,165 - ice0003_2 - [INFO] - [E:130| 0]: Train Loss:0.0018001, Val MRR:0.39925, ice0003_2
2023-05-19 06:38:29,473 - ice0003_2 - [INFO] - [E:130| 100]: Train Loss:0.0017867, Val MRR:0.39925, ice0003_2
2023-05-19 06:40:11,689 - ice0003_2 - [INFO] - [E:130| 200]: Train Loss:0.0017868, Val MRR:0.39925, ice0003_2
2023-05-19 06:41:53,821 - ice0003_2 - [INFO] - [E:130| 300]: Train Loss:0.0017862, Val MRR:0.39925, ice0003_2
2023-05-19 06:43:36,005 - ice0003_2 - [INFO] - [E:130| 400]: Train Loss:0.0017869, Val MRR:0.39925, ice0003_2
2023-05-19 06:45:20,578 - ice0003_2 - [INFO] - [E:130| 500]: Train Loss:0.0017876, Val MRR:0.39925, ice0003_2
2023-05-19 06:46:52,659 - ice0003_2 - [INFO] - [E:130| 600]: Train Loss:0.001789, Val MRR:0.39925, ice0003_2
2023-05-19 06:48:34,674 - ice0003_2 - [INFO] - [E:130| 700]: Train Loss:0.0017897, Val MRR:0.39925, ice0003_2
2023-05-19 06:50:17,343 - ice0003_2 - [INFO] - [E:130| 800]: Train Loss:0.0017908, Val MRR:0.39925, ice0003_2
2023-05-19 06:51:59,846 - ice0003_2 - [INFO] - [E:130| 900]: Train Loss:0.0017914, Val MRR:0.39925, ice0003_2
2023-05-19 06:53:13,149 - ice0003_2 - [INFO] - [Epoch:130]: Training Loss:0.001792
2023-05-19 06:53:13,646 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 06:53:36,841 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 06:54:00,146 - ice0003_2 - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.42286, Head : 0.37579, Avg : 0.39933
2023-05-19 06:54:01,679 - ice0003_2 - [INFO] - [Epoch 130]: Training Loss: 0.0017917, Valid MRR: 0.39933,
2023-05-19 06:54:02,845 - ice0003_2 - [INFO] - [E:131| 0]: Train Loss:0.0017545, Val MRR:0.39933, ice0003_2
2023-05-19 06:55:35,568 - ice0003_2 - [INFO] - [E:131| 100]: Train Loss:0.001786, Val MRR:0.39933, ice0003_2
2023-05-19 06:57:17,973 - ice0003_2 - [INFO] - [E:131| 200]: Train Loss:0.0017844, Val MRR:0.39933, ice0003_2
2023-05-19 06:59:00,443 - ice0003_2 - [INFO] - [E:131| 300]: Train Loss:0.0017873, Val MRR:0.39933, ice0003_2
2023-05-19 07:00:42,548 - ice0003_2 - [INFO] - [E:131| 400]: Train Loss:0.0017877, Val MRR:0.39933, ice0003_2
2023-05-19 07:02:24,205 - ice0003_2 - [INFO] - [E:131| 500]: Train Loss:0.0017876, Val MRR:0.39933, ice0003_2
2023-05-19 07:03:56,894 - ice0003_2 - [INFO] - [E:131| 600]: Train Loss:0.0017882, Val MRR:0.39933, ice0003_2
2023-05-19 07:05:38,629 - ice0003_2 - [INFO] - [E:131| 700]: Train Loss:0.0017886, Val MRR:0.39933, ice0003_2
2023-05-19 07:07:20,413 - ice0003_2 - [INFO] - [E:131| 800]: Train Loss:0.0017894, Val MRR:0.39933, ice0003_2
2023-05-19 07:09:02,750 - ice0003_2 - [INFO] - [E:131| 900]: Train Loss:0.0017902, Val MRR:0.39933, ice0003_2
2023-05-19 07:10:15,084 - ice0003_2 - [INFO] - [Epoch:131]: Training Loss:0.00179
2023-05-19 07:10:15,350 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 07:10:38,777 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 07:11:01,581 - ice0003_2 - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.42299, Head : 0.37777, Avg : 0.40038
2023-05-19 07:11:03,210 - ice0003_2 - [INFO] - [Epoch 131]: Training Loss: 0.0017904, Valid MRR: 0.40038,
2023-05-19 07:11:04,095 - ice0003_2 - [INFO] - [E:132| 0]: Train Loss:0.0017461, Val MRR:0.40038, ice0003_2
2023-05-19 07:12:36,241 - ice0003_2 - [INFO] - [E:132| 100]: Train Loss:0.0017776, Val MRR:0.40038, ice0003_2
2023-05-19 07:14:18,897 - ice0003_2 - [INFO] - [E:132| 200]: Train Loss:0.0017808, Val MRR:0.40038, ice0003_2
2023-05-19 07:16:01,832 - ice0003_2 - [INFO] - [E:132| 300]: Train Loss:0.0017824, Val MRR:0.40038, ice0003_2
2023-05-19 07:17:43,403 - ice0003_2 - [INFO] - [E:132| 400]: Train Loss:0.0017833, Val MRR:0.40038, ice0003_2
2023-05-19 07:19:26,308 - ice0003_2 - [INFO] - [E:132| 500]: Train Loss:0.0017845, Val MRR:0.40038, ice0003_2
2023-05-19 07:20:58,822 - ice0003_2 - [INFO] - [E:132| 600]: Train Loss:0.0017853, Val MRR:0.40038, ice0003_2
2023-05-19 07:22:41,291 - ice0003_2 - [INFO] - [E:132| 700]: Train Loss:0.0017862, Val MRR:0.40038, ice0003_2
2023-05-19 07:24:23,701 - ice0003_2 - [INFO] - [E:132| 800]: Train Loss:0.0017872, Val MRR:0.40038, ice0003_2
2023-05-19 07:26:06,120 - ice0003_2 - [INFO] - [E:132| 900]: Train Loss:0.0017884, Val MRR:0.40038, ice0003_2
2023-05-19 07:27:18,018 - ice0003_2 - [INFO] - [Epoch:132]: Training Loss:0.001789
2023-05-19 07:27:18,415 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 07:27:41,731 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 07:28:04,576 - ice0003_2 - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.42298, Head : 0.37677, Avg : 0.39987
2023-05-19 07:28:04,576 - ice0003_2 - [INFO] - [Epoch 132]: Training Loss: 0.0017889, Valid MRR: 0.40038,
2023-05-19 07:28:05,725 - ice0003_2 - [INFO] - [E:133| 0]: Train Loss:0.0017569, Val MRR:0.40038, ice0003_2
2023-05-19 07:29:37,478 - ice0003_2 - [INFO] - [E:133| 100]: Train Loss:0.0017798, Val MRR:0.40038, ice0003_2
2023-05-19 07:31:20,068 - ice0003_2 - [INFO] - [E:133| 200]: Train Loss:0.0017806, Val MRR:0.40038, ice0003_2
2023-05-19 07:33:05,138 - ice0003_2 - [INFO] - [E:133| 300]: Train Loss:0.0017835, Val MRR:0.40038, ice0003_2
2023-05-19 07:34:48,020 - ice0003_2 - [INFO] - [E:133| 400]: Train Loss:0.0017836, Val MRR:0.40038, ice0003_2
2023-05-19 07:36:30,080 - ice0003_2 - [INFO] - [E:133| 500]: Train Loss:0.0017848, Val MRR:0.40038, ice0003_2
2023-05-19 07:38:14,636 - ice0003_2 - [INFO] - [E:133| 600]: Train Loss:0.0017856, Val MRR:0.40038, ice0003_2
2023-05-19 07:39:47,841 - ice0003_2 - [INFO] - [E:133| 700]: Train Loss:0.0017862, Val MRR:0.40038, ice0003_2
2023-05-19 07:41:32,643 - ice0003_2 - [INFO] - [E:133| 800]: Train Loss:0.0017868, Val MRR:0.40038, ice0003_2
2023-05-19 07:43:17,624 - ice0003_2 - [INFO] - [E:133| 900]: Train Loss:0.0017877, Val MRR:0.40038, ice0003_2
2023-05-19 07:44:31,126 - ice0003_2 - [INFO] - [Epoch:133]: Training Loss:0.001788
2023-05-19 07:44:31,627 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 07:44:55,594 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 07:45:19,567 - ice0003_2 - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.42352, Head : 0.37534, Avg : 0.39943
2023-05-19 07:45:19,568 - ice0003_2 - [INFO] - [Epoch 133]: Training Loss: 0.0017881, Valid MRR: 0.40038,
2023-05-19 07:45:20,550 - ice0003_2 - [INFO] - [E:134| 0]: Train Loss:0.0017839, Val MRR:0.40038, ice0003_2
2023-05-19 07:47:05,143 - ice0003_2 - [INFO] - [E:134| 100]: Train Loss:0.0017833, Val MRR:0.40038, ice0003_2
2023-05-19 07:48:38,446 - ice0003_2 - [INFO] - [E:134| 200]: Train Loss:0.0017816, Val MRR:0.40038, ice0003_2
2023-05-19 07:50:22,999 - ice0003_2 - [INFO] - [E:134| 300]: Train Loss:0.0017817, Val MRR:0.40038, ice0003_2
2023-05-19 07:52:07,802 - ice0003_2 - [INFO] - [E:134| 400]: Train Loss:0.0017823, Val MRR:0.40038, ice0003_2
2023-05-19 07:53:53,105 - ice0003_2 - [INFO] - [E:134| 500]: Train Loss:0.0017829, Val MRR:0.40038, ice0003_2
2023-05-19 07:55:37,968 - ice0003_2 - [INFO] - [E:134| 600]: Train Loss:0.0017845, Val MRR:0.40038, ice0003_2
2023-05-19 07:57:22,589 - ice0003_2 - [INFO] - [E:134| 700]: Train Loss:0.0017855, Val MRR:0.40038, ice0003_2
2023-05-19 07:58:56,829 - ice0003_2 - [INFO] - [E:134| 800]: Train Loss:0.0017864, Val MRR:0.40038, ice0003_2
2023-05-19 08:00:41,537 - ice0003_2 - [INFO] - [E:134| 900]: Train Loss:0.0017867, Val MRR:0.40038, ice0003_2
2023-05-19 08:01:55,057 - ice0003_2 - [INFO] - [Epoch:134]: Training Loss:0.001787
2023-05-19 08:01:55,565 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 08:02:19,360 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 08:02:42,704 - ice0003_2 - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.42384, Head : 0.37513, Avg : 0.39948
2023-05-19 08:02:42,704 - ice0003_2 - [INFO] - [Epoch 134]: Training Loss: 0.0017871, Valid MRR: 0.40038,
2023-05-19 08:02:43,682 - ice0003_2 - [INFO] - [E:135| 0]: Train Loss:0.0017918, Val MRR:0.40038, ice0003_2
2023-05-19 08:04:27,007 - ice0003_2 - [INFO] - [E:135| 100]: Train Loss:0.0017795, Val MRR:0.40038, ice0003_2
2023-05-19 08:06:10,125 - ice0003_2 - [INFO] - [E:135| 200]: Train Loss:0.0017784, Val MRR:0.40038, ice0003_2
2023-05-19 08:07:44,032 - ice0003_2 - [INFO] - [E:135| 300]: Train Loss:0.0017787, Val MRR:0.40038, ice0003_2
2023-05-19 08:09:28,512 - ice0003_2 - [INFO] - [E:135| 400]: Train Loss:0.0017815, Val MRR:0.40038, ice0003_2
2023-05-19 08:11:13,434 - ice0003_2 - [INFO] - [E:135| 500]: Train Loss:0.0017821, Val MRR:0.40038, ice0003_2
2023-05-19 08:12:58,148 - ice0003_2 - [INFO] - [E:135| 600]: Train Loss:0.0017833, Val MRR:0.40038, ice0003_2
2023-05-19 08:14:43,149 - ice0003_2 - [INFO] - [E:135| 700]: Train Loss:0.0017844, Val MRR:0.40038, ice0003_2
2023-05-19 08:16:26,928 - ice0003_2 - [INFO] - [E:135| 800]: Train Loss:0.0017855, Val MRR:0.40038, ice0003_2
2023-05-19 08:17:58,943 - ice0003_2 - [INFO] - [E:135| 900]: Train Loss:0.0017856, Val MRR:0.40038, ice0003_2
2023-05-19 08:19:11,702 - ice0003_2 - [INFO] - [Epoch:135]: Training Loss:0.001786
2023-05-19 08:19:12,216 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 08:19:36,263 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 08:20:00,112 - ice0003_2 - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.42348, Head : 0.37706, Avg : 0.40027
2023-05-19 08:20:00,112 - ice0003_2 - [INFO] - [Epoch 135]: Training Loss: 0.0017859, Valid MRR: 0.40038,
2023-05-19 08:20:01,293 - ice0003_2 - [INFO] - [E:136| 0]: Train Loss:0.0017886, Val MRR:0.40038, ice0003_2
2023-05-19 08:21:45,759 - ice0003_2 - [INFO] - [E:136| 100]: Train Loss:0.0017749, Val MRR:0.40038, ice0003_2
2023-05-19 08:23:30,561 - ice0003_2 - [INFO] - [E:136| 200]: Train Loss:0.0017787, Val MRR:0.40038, ice0003_2
2023-05-19 08:25:18,638 - ice0003_2 - [INFO] - [E:136| 300]: Train Loss:0.00178, Val MRR:0.40038, ice0003_2
2023-05-19 08:26:53,417 - ice0003_2 - [INFO] - [E:136| 400]: Train Loss:0.0017818, Val MRR:0.40038, ice0003_2
2023-05-19 08:28:36,708 - ice0003_2 - [INFO] - [E:136| 500]: Train Loss:0.0017816, Val MRR:0.40038, ice0003_2
2023-05-19 08:30:19,654 - ice0003_2 - [INFO] - [E:136| 600]: Train Loss:0.0017816, Val MRR:0.40038, ice0003_2
2023-05-19 08:32:02,203 - ice0003_2 - [INFO] - [E:136| 700]: Train Loss:0.001783, Val MRR:0.40038, ice0003_2
2023-05-19 08:33:44,942 - ice0003_2 - [INFO] - [E:136| 800]: Train Loss:0.0017833, Val MRR:0.40038, ice0003_2
2023-05-19 08:35:27,824 - ice0003_2 - [INFO] - [E:136| 900]: Train Loss:0.0017843, Val MRR:0.40038, ice0003_2
2023-05-19 08:36:29,676 - ice0003_2 - [INFO] - [Epoch:136]: Training Loss:0.001785
2023-05-19 08:36:30,052 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 08:36:53,780 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 08:37:16,536 - ice0003_2 - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.42378, Head : 0.37576, Avg : 0.39977
2023-05-19 08:37:16,536 - ice0003_2 - [INFO] - [Epoch 136]: Training Loss: 0.0017847, Valid MRR: 0.40038,
2023-05-19 08:37:17,727 - ice0003_2 - [INFO] - [E:137| 0]: Train Loss:0.0017781, Val MRR:0.40038, ice0003_2
2023-05-19 08:39:00,975 - ice0003_2 - [INFO] - [E:137| 100]: Train Loss:0.0017791, Val MRR:0.40038, ice0003_2
2023-05-19 08:40:43,930 - ice0003_2 - [INFO] - [E:137| 200]: Train Loss:0.0017757, Val MRR:0.40038, ice0003_2
2023-05-19 08:42:26,620 - ice0003_2 - [INFO] - [E:137| 300]: Train Loss:0.0017783, Val MRR:0.40038, ice0003_2
2023-05-19 08:44:07,197 - ice0003_2 - [INFO] - [E:137| 400]: Train Loss:0.0017794, Val MRR:0.40038, ice0003_2
2023-05-19 08:45:40,500 - ice0003_2 - [INFO] - [E:137| 500]: Train Loss:0.0017801, Val MRR:0.40038, ice0003_2
2023-05-19 08:47:23,546 - ice0003_2 - [INFO] - [E:137| 600]: Train Loss:0.0017809, Val MRR:0.40038, ice0003_2
2023-05-19 08:49:06,858 - ice0003_2 - [INFO] - [E:137| 700]: Train Loss:0.0017817, Val MRR:0.40038, ice0003_2
2023-05-19 08:50:49,873 - ice0003_2 - [INFO] - [E:137| 800]: Train Loss:0.0017823, Val MRR:0.40038, ice0003_2
2023-05-19 08:52:33,321 - ice0003_2 - [INFO] - [E:137| 900]: Train Loss:0.001783, Val MRR:0.40038, ice0003_2
2023-05-19 08:53:35,531 - ice0003_2 - [INFO] - [Epoch:137]: Training Loss:0.001783
2023-05-19 08:53:35,802 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 08:53:59,225 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 08:54:21,970 - ice0003_2 - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.42319, Head : 0.37769, Avg : 0.40044
2023-05-19 08:54:24,178 - ice0003_2 - [INFO] - [Epoch 137]: Training Loss: 0.0017831, Valid MRR: 0.40044,
2023-05-19 08:54:25,432 - ice0003_2 - [INFO] - [E:138| 0]: Train Loss:0.001777, Val MRR:0.40044, ice0003_2
2023-05-19 08:56:07,548 - ice0003_2 - [INFO] - [E:138| 100]: Train Loss:0.0017746, Val MRR:0.40044, ice0003_2
2023-05-19 08:57:49,575 - ice0003_2 - [INFO] - [E:138| 200]: Train Loss:0.0017776, Val MRR:0.40044, ice0003_2
2023-05-19 08:59:30,894 - ice0003_2 - [INFO] - [E:138| 300]: Train Loss:0.0017788, Val MRR:0.40044, ice0003_2
2023-05-19 09:01:11,543 - ice0003_2 - [INFO] - [E:138| 400]: Train Loss:0.001779, Val MRR:0.40044, ice0003_2
2023-05-19 09:02:44,885 - ice0003_2 - [INFO] - [E:138| 500]: Train Loss:0.0017792, Val MRR:0.40044, ice0003_2
2023-05-19 09:04:27,879 - ice0003_2 - [INFO] - [E:138| 600]: Train Loss:0.0017789, Val MRR:0.40044, ice0003_2
2023-05-19 09:06:10,164 - ice0003_2 - [INFO] - [E:138| 700]: Train Loss:0.0017803, Val MRR:0.40044, ice0003_2
2023-05-19 09:07:52,617 - ice0003_2 - [INFO] - [E:138| 800]: Train Loss:0.0017815, Val MRR:0.40044, ice0003_2
2023-05-19 09:09:34,889 - ice0003_2 - [INFO] - [E:138| 900]: Train Loss:0.0017819, Val MRR:0.40044, ice0003_2
2023-05-19 09:10:37,511 - ice0003_2 - [INFO] - [Epoch:138]: Training Loss:0.001782
2023-05-19 09:10:37,847 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 09:11:01,445 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 09:11:24,186 - ice0003_2 - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.42326, Head : 0.37594, Avg : 0.3996
2023-05-19 09:11:24,186 - ice0003_2 - [INFO] - [Epoch 138]: Training Loss: 0.0017822, Valid MRR: 0.40044,
2023-05-19 09:11:25,319 - ice0003_2 - [INFO] - [E:139| 0]: Train Loss:0.0017402, Val MRR:0.40044, ice0003_2
2023-05-19 09:13:10,997 - ice0003_2 - [INFO] - [E:139| 100]: Train Loss:0.0017736, Val MRR:0.40044, ice0003_2
2023-05-19 09:14:53,304 - ice0003_2 - [INFO] - [E:139| 200]: Train Loss:0.0017741, Val MRR:0.40044, ice0003_2
2023-05-19 09:16:36,791 - ice0003_2 - [INFO] - [E:139| 300]: Train Loss:0.0017765, Val MRR:0.40044, ice0003_2
2023-05-19 09:18:19,278 - ice0003_2 - [INFO] - [E:139| 400]: Train Loss:0.0017774, Val MRR:0.40044, ice0003_2
2023-05-19 09:19:51,953 - ice0003_2 - [INFO] - [E:139| 500]: Train Loss:0.0017776, Val MRR:0.40044, ice0003_2
2023-05-19 09:21:34,648 - ice0003_2 - [INFO] - [E:139| 600]: Train Loss:0.0017784, Val MRR:0.40044, ice0003_2
2023-05-19 09:23:17,202 - ice0003_2 - [INFO] - [E:139| 700]: Train Loss:0.0017789, Val MRR:0.40044, ice0003_2
2023-05-19 09:25:00,127 - ice0003_2 - [INFO] - [E:139| 800]: Train Loss:0.0017794, Val MRR:0.40044, ice0003_2
2023-05-19 09:26:44,112 - ice0003_2 - [INFO] - [E:139| 900]: Train Loss:0.0017804, Val MRR:0.40044, ice0003_2
2023-05-19 09:27:45,553 - ice0003_2 - [INFO] - [Epoch:139]: Training Loss:0.001781
2023-05-19 09:27:45,899 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 09:28:08,624 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 09:28:30,882 - ice0003_2 - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.4211, Head : 0.37532, Avg : 0.39821
MR: Tail : 346.79, Head : 367.3, Avg : 357.05
Hit-1: Tail : 0.31399, Head : 0.27066, Avg : 0.29233
Hit-3: Tail : 0.4753, Head : 0.42238, Avg : 0.44884
Hit-10: Tail : 0.62738, Head : 0.58466, Avg : 0.60602
2023-05-19 09:28:30,882 - ice0003_2 - [INFO] - [Epoch 139]: Training Loss: 0.0017814, Valid MRR: 0.40044,
2023-05-19 09:28:31,925 - ice0003_2 - [INFO] - [E:140| 0]: Train Loss:0.0017448, Val MRR:0.40044, ice0003_2
2023-05-19 09:30:13,788 - ice0003_2 - [INFO] - [E:140| 100]: Train Loss:0.0017752, Val MRR:0.40044, ice0003_2
2023-05-19 09:31:56,463 - ice0003_2 - [INFO] - [E:140| 200]: Train Loss:0.0017759, Val MRR:0.40044, ice0003_2
2023-05-19 09:33:38,342 - ice0003_2 - [INFO] - [E:140| 300]: Train Loss:0.0017767, Val MRR:0.40044, ice0003_2
2023-05-19 09:35:20,412 - ice0003_2 - [INFO] - [E:140| 400]: Train Loss:0.0017772, Val MRR:0.40044, ice0003_2
2023-05-19 09:36:52,168 - ice0003_2 - [INFO] - [E:140| 500]: Train Loss:0.0017778, Val MRR:0.40044, ice0003_2
2023-05-19 09:38:34,341 - ice0003_2 - [INFO] - [E:140| 600]: Train Loss:0.0017781, Val MRR:0.40044, ice0003_2
2023-05-19 09:40:16,392 - ice0003_2 - [INFO] - [E:140| 700]: Train Loss:0.0017782, Val MRR:0.40044, ice0003_2
2023-05-19 09:41:57,700 - ice0003_2 - [INFO] - [E:140| 800]: Train Loss:0.0017785, Val MRR:0.40044, ice0003_2
2023-05-19 09:43:38,747 - ice0003_2 - [INFO] - [E:140| 900]: Train Loss:0.0017792, Val MRR:0.40044, ice0003_2
2023-05-19 09:44:41,898 - ice0003_2 - [INFO] - [Epoch:140]: Training Loss:0.00178
2023-05-19 09:44:42,122 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 09:45:03,851 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 09:45:26,896 - ice0003_2 - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.42411, Head : 0.37528, Avg : 0.39969
2023-05-19 09:45:26,896 - ice0003_2 - [INFO] - [Epoch 140]: Training Loss: 0.0017799, Valid MRR: 0.40044,
2023-05-19 09:45:28,101 - ice0003_2 - [INFO] - [E:141| 0]: Train Loss:0.0017749, Val MRR:0.40044, ice0003_2
2023-05-19 09:47:10,033 - ice0003_2 - [INFO] - [E:141| 100]: Train Loss:0.001774, Val MRR:0.40044, ice0003_2
2023-05-19 09:48:52,245 - ice0003_2 - [INFO] - [E:141| 200]: Train Loss:0.0017745, Val MRR:0.40044, ice0003_2
2023-05-19 09:50:35,047 - ice0003_2 - [INFO] - [E:141| 300]: Train Loss:0.0017744, Val MRR:0.40044, ice0003_2
2023-05-19 09:52:18,411 - ice0003_2 - [INFO] - [E:141| 400]: Train Loss:0.0017745, Val MRR:0.40044, ice0003_2
2023-05-19 09:53:51,565 - ice0003_2 - [INFO] - [E:141| 500]: Train Loss:0.0017752, Val MRR:0.40044, ice0003_2
2023-05-19 09:55:34,150 - ice0003_2 - [INFO] - [E:141| 600]: Train Loss:0.0017764, Val MRR:0.40044, ice0003_2
2023-05-19 09:57:15,959 - ice0003_2 - [INFO] - [E:141| 700]: Train Loss:0.0017767, Val MRR:0.40044, ice0003_2
2023-05-19 09:58:58,450 - ice0003_2 - [INFO] - [E:141| 800]: Train Loss:0.0017778, Val MRR:0.40044, ice0003_2
2023-05-19 10:00:44,801 - ice0003_2 - [INFO] - [E:141| 900]: Train Loss:0.0017786, Val MRR:0.40044, ice0003_2
2023-05-19 10:01:54,145 - ice0003_2 - [INFO] - [Epoch:141]: Training Loss:0.001779
2023-05-19 10:01:54,363 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 10:02:09,629 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 10:02:32,624 - ice0003_2 - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.42341, Head : 0.37708, Avg : 0.40025
2023-05-19 10:02:32,625 - ice0003_2 - [INFO] - [Epoch 141]: Training Loss: 0.0017788, Valid MRR: 0.40044,
2023-05-19 10:02:33,613 - ice0003_2 - [INFO] - [E:142| 0]: Train Loss:0.0017799, Val MRR:0.40044, ice0003_2
2023-05-19 10:04:15,421 - ice0003_2 - [INFO] - [E:142| 100]: Train Loss:0.001775, Val MRR:0.40044, ice0003_2
2023-05-19 10:05:56,927 - ice0003_2 - [INFO] - [E:142| 200]: Train Loss:0.0017763, Val MRR:0.40044, ice0003_2
2023-05-19 10:07:38,964 - ice0003_2 - [INFO] - [E:142| 300]: Train Loss:0.0017747, Val MRR:0.40044, ice0003_2
2023-05-19 10:09:20,714 - ice0003_2 - [INFO] - [E:142| 400]: Train Loss:0.0017754, Val MRR:0.40044, ice0003_2
2023-05-19 10:10:51,953 - ice0003_2 - [INFO] - [E:142| 500]: Train Loss:0.0017757, Val MRR:0.40044, ice0003_2
2023-05-19 10:12:34,616 - ice0003_2 - [INFO] - [E:142| 600]: Train Loss:0.0017751, Val MRR:0.40044, ice0003_2
2023-05-19 10:14:18,115 - ice0003_2 - [INFO] - [E:142| 700]: Train Loss:0.0017759, Val MRR:0.40044, ice0003_2
2023-05-19 10:16:01,618 - ice0003_2 - [INFO] - [E:142| 800]: Train Loss:0.0017766, Val MRR:0.40044, ice0003_2
2023-05-19 10:17:45,063 - ice0003_2 - [INFO] - [E:142| 900]: Train Loss:0.0017774, Val MRR:0.40044, ice0003_2
2023-05-19 10:18:58,034 - ice0003_2 - [INFO] - [Epoch:142]: Training Loss:0.001777
2023-05-19 10:18:58,555 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 10:19:13,860 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 10:19:32,907 - ice0003_2 - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.42139, Head : 0.37701, Avg : 0.3992
2023-05-19 10:19:32,907 - ice0003_2 - [INFO] - [Epoch 142]: Training Loss: 0.0017774, Valid MRR: 0.40044,
2023-05-19 10:19:34,092 - ice0003_2 - [INFO] - [E:143| 0]: Train Loss:0.0017224, Val MRR:0.40044, ice0003_2
2023-05-19 10:21:16,772 - ice0003_2 - [INFO] - [E:143| 100]: Train Loss:0.0017686, Val MRR:0.40044, ice0003_2
2023-05-19 10:23:00,209 - ice0003_2 - [INFO] - [E:143| 200]: Train Loss:0.001771, Val MRR:0.40044, ice0003_2
2023-05-19 10:24:42,425 - ice0003_2 - [INFO] - [E:143| 300]: Train Loss:0.0017704, Val MRR:0.40044, ice0003_2
2023-05-19 10:26:24,015 - ice0003_2 - [INFO] - [E:143| 400]: Train Loss:0.0017712, Val MRR:0.40044, ice0003_2
2023-05-19 10:27:56,337 - ice0003_2 - [INFO] - [E:143| 500]: Train Loss:0.0017727, Val MRR:0.40044, ice0003_2
2023-05-19 10:29:39,008 - ice0003_2 - [INFO] - [E:143| 600]: Train Loss:0.0017736, Val MRR:0.40044, ice0003_2
2023-05-19 10:31:21,327 - ice0003_2 - [INFO] - [E:143| 700]: Train Loss:0.0017746, Val MRR:0.40044, ice0003_2
2023-05-19 10:33:03,948 - ice0003_2 - [INFO] - [E:143| 800]: Train Loss:0.0017758, Val MRR:0.40044, ice0003_2
2023-05-19 10:34:46,922 - ice0003_2 - [INFO] - [E:143| 900]: Train Loss:0.0017766, Val MRR:0.40044, ice0003_2
2023-05-19 10:35:59,203 - ice0003_2 - [INFO] - [Epoch:143]: Training Loss:0.001777
2023-05-19 10:35:59,546 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 10:36:19,992 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 10:36:34,159 - ice0003_2 - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.42314, Head : 0.3773, Avg : 0.40022
2023-05-19 10:36:34,160 - ice0003_2 - [INFO] - [Epoch 143]: Training Loss: 0.0017766, Valid MRR: 0.40044,
2023-05-19 10:36:35,331 - ice0003_2 - [INFO] - [E:144| 0]: Train Loss:0.0017701, Val MRR:0.40044, ice0003_2
2023-05-19 10:38:18,517 - ice0003_2 - [INFO] - [E:144| 100]: Train Loss:0.0017667, Val MRR:0.40044, ice0003_2
2023-05-19 10:39:59,958 - ice0003_2 - [INFO] - [E:144| 200]: Train Loss:0.0017686, Val MRR:0.40044, ice0003_2
2023-05-19 10:41:41,573 - ice0003_2 - [INFO] - [E:144| 300]: Train Loss:0.0017707, Val MRR:0.40044, ice0003_2
2023-05-19 10:43:24,138 - ice0003_2 - [INFO] - [E:144| 400]: Train Loss:0.0017707, Val MRR:0.40044, ice0003_2
2023-05-19 10:44:59,050 - ice0003_2 - [INFO] - [E:144| 500]: Train Loss:0.0017718, Val MRR:0.40044, ice0003_2
2023-05-19 10:46:39,497 - ice0003_2 - [INFO] - [E:144| 600]: Train Loss:0.0017733, Val MRR:0.40044, ice0003_2
2023-05-19 10:48:26,204 - ice0003_2 - [INFO] - [E:144| 700]: Train Loss:0.0017738, Val MRR:0.40044, ice0003_2
2023-05-19 10:50:09,806 - ice0003_2 - [INFO] - [E:144| 800]: Train Loss:0.0017745, Val MRR:0.40044, ice0003_2
2023-05-19 10:51:52,867 - ice0003_2 - [INFO] - [E:144| 900]: Train Loss:0.001775, Val MRR:0.40044, ice0003_2
2023-05-19 10:53:05,157 - ice0003_2 - [INFO] - [Epoch:144]: Training Loss:0.001776
2023-05-19 10:53:05,422 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 10:53:27,928 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 10:53:44,272 - ice0003_2 - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.42369, Head : 0.37816, Avg : 0.40092
2023-05-19 10:53:47,138 - ice0003_2 - [INFO] - [Epoch 144]: Training Loss: 0.0017756, Valid MRR: 0.40092,
2023-05-19 10:53:47,796 - ice0003_2 - [INFO] - [E:145| 0]: Train Loss:0.0017263, Val MRR:0.40092, ice0003_2
2023-05-19 10:55:27,271 - ice0003_2 - [INFO] - [E:145| 100]: Train Loss:0.0017677, Val MRR:0.40092, ice0003_2
2023-05-19 10:57:10,118 - ice0003_2 - [INFO] - [E:145| 200]: Train Loss:0.0017682, Val MRR:0.40092, ice0003_2
2023-05-19 10:58:53,183 - ice0003_2 - [INFO] - [E:145| 300]: Train Loss:0.001768, Val MRR:0.40092, ice0003_2
2023-05-19 11:00:36,357 - ice0003_2 - [INFO] - [E:145| 400]: Train Loss:0.0017695, Val MRR:0.40092, ice0003_2
2023-05-19 11:02:16,278 - ice0003_2 - [INFO] - [E:145| 500]: Train Loss:0.0017707, Val MRR:0.40092, ice0003_2
2023-05-19 11:03:51,641 - ice0003_2 - [INFO] - [E:145| 600]: Train Loss:0.0017707, Val MRR:0.40092, ice0003_2
2023-05-19 11:05:33,567 - ice0003_2 - [INFO] - [E:145| 700]: Train Loss:0.0017715, Val MRR:0.40092, ice0003_2
2023-05-19 11:07:15,825 - ice0003_2 - [INFO] - [E:145| 800]: Train Loss:0.0017729, Val MRR:0.40092, ice0003_2
2023-05-19 11:08:56,067 - ice0003_2 - [INFO] - [E:145| 900]: Train Loss:0.0017736, Val MRR:0.40092, ice0003_2
2023-05-19 11:10:07,558 - ice0003_2 - [INFO] - [Epoch:145]: Training Loss:0.001774
2023-05-19 11:10:07,822 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 11:10:31,059 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 11:10:48,541 - ice0003_2 - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.42433, Head : 0.37749, Avg : 0.40091
2023-05-19 11:10:48,542 - ice0003_2 - [INFO] - [Epoch 145]: Training Loss: 0.0017745, Valid MRR: 0.40092,
2023-05-19 11:10:49,190 - ice0003_2 - [INFO] - [E:146| 0]: Train Loss:0.0018013, Val MRR:0.40092, ice0003_2
2023-05-19 11:12:26,584 - ice0003_2 - [INFO] - [E:146| 100]: Train Loss:0.0017603, Val MRR:0.40092, ice0003_2
2023-05-19 11:14:08,305 - ice0003_2 - [INFO] - [E:146| 200]: Train Loss:0.0017625, Val MRR:0.40092, ice0003_2
2023-05-19 11:15:50,371 - ice0003_2 - [INFO] - [E:146| 300]: Train Loss:0.0017657, Val MRR:0.40092, ice0003_2
2023-05-19 11:17:32,506 - ice0003_2 - [INFO] - [E:146| 400]: Train Loss:0.001766, Val MRR:0.40092, ice0003_2
2023-05-19 11:19:14,934 - ice0003_2 - [INFO] - [E:146| 500]: Train Loss:0.0017676, Val MRR:0.40092, ice0003_2
2023-05-19 11:20:47,182 - ice0003_2 - [INFO] - [E:146| 600]: Train Loss:0.0017686, Val MRR:0.40092, ice0003_2
2023-05-19 11:22:29,128 - ice0003_2 - [INFO] - [E:146| 700]: Train Loss:0.0017697, Val MRR:0.40092, ice0003_2
2023-05-19 11:24:11,061 - ice0003_2 - [INFO] - [E:146| 800]: Train Loss:0.0017701, Val MRR:0.40092, ice0003_2
2023-05-19 11:25:53,259 - ice0003_2 - [INFO] - [E:146| 900]: Train Loss:0.0017716, Val MRR:0.40092, ice0003_2
2023-05-19 11:27:05,261 - ice0003_2 - [INFO] - [Epoch:146]: Training Loss:0.001772
2023-05-19 11:27:05,739 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 11:27:28,441 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 11:27:51,324 - ice0003_2 - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.4242, Head : 0.37691, Avg : 0.40056
2023-05-19 11:27:51,324 - ice0003_2 - [INFO] - [Epoch 146]: Training Loss: 0.0017724, Valid MRR: 0.40092,
2023-05-19 11:27:52,060 - ice0003_2 - [INFO] - [E:147| 0]: Train Loss:0.0017888, Val MRR:0.40092, ice0003_2
2023-05-19 11:29:24,568 - ice0003_2 - [INFO] - [E:147| 100]: Train Loss:0.0017683, Val MRR:0.40092, ice0003_2
2023-05-19 11:31:07,080 - ice0003_2 - [INFO] - [E:147| 200]: Train Loss:0.0017685, Val MRR:0.40092, ice0003_2
2023-05-19 11:32:49,394 - ice0003_2 - [INFO] - [E:147| 300]: Train Loss:0.0017672, Val MRR:0.40092, ice0003_2
2023-05-19 11:34:31,827 - ice0003_2 - [INFO] - [E:147| 400]: Train Loss:0.0017673, Val MRR:0.40092, ice0003_2
2023-05-19 11:36:17,677 - ice0003_2 - [INFO] - [E:147| 500]: Train Loss:0.0017673, Val MRR:0.40092, ice0003_2
2023-05-19 11:37:49,184 - ice0003_2 - [INFO] - [E:147| 600]: Train Loss:0.0017687, Val MRR:0.40092, ice0003_2
2023-05-19 11:39:32,217 - ice0003_2 - [INFO] - [E:147| 700]: Train Loss:0.0017695, Val MRR:0.40092, ice0003_2
2023-05-19 11:41:15,702 - ice0003_2 - [INFO] - [E:147| 800]: Train Loss:0.0017703, Val MRR:0.40092, ice0003_2
2023-05-19 11:42:59,556 - ice0003_2 - [INFO] - [E:147| 900]: Train Loss:0.0017708, Val MRR:0.40092, ice0003_2
2023-05-19 11:44:12,210 - ice0003_2 - [INFO] - [Epoch:147]: Training Loss:0.001772
2023-05-19 11:44:12,583 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 11:44:35,916 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 11:44:58,884 - ice0003_2 - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.42317, Head : 0.37627, Avg : 0.39972
2023-05-19 11:44:58,884 - ice0003_2 - [INFO] - [Epoch 147]: Training Loss: 0.0017719, Valid MRR: 0.40092,
2023-05-19 11:45:00,071 - ice0003_2 - [INFO] - [E:148| 0]: Train Loss:0.0017487, Val MRR:0.40092, ice0003_2
2023-05-19 11:46:32,619 - ice0003_2 - [INFO] - [E:148| 100]: Train Loss:0.0017629, Val MRR:0.40092, ice0003_2
2023-05-19 11:48:14,811 - ice0003_2 - [INFO] - [E:148| 200]: Train Loss:0.0017667, Val MRR:0.40092, ice0003_2
2023-05-19 11:49:57,580 - ice0003_2 - [INFO] - [E:148| 300]: Train Loss:0.001766, Val MRR:0.40092, ice0003_2
2023-05-19 11:51:39,480 - ice0003_2 - [INFO] - [E:148| 400]: Train Loss:0.0017669, Val MRR:0.40092, ice0003_2
2023-05-19 11:53:21,462 - ice0003_2 - [INFO] - [E:148| 500]: Train Loss:0.0017674, Val MRR:0.40092, ice0003_2
2023-05-19 11:54:54,331 - ice0003_2 - [INFO] - [E:148| 600]: Train Loss:0.0017687, Val MRR:0.40092, ice0003_2
2023-05-19 11:56:37,560 - ice0003_2 - [INFO] - [E:148| 700]: Train Loss:0.0017696, Val MRR:0.40092, ice0003_2
2023-05-19 11:58:20,688 - ice0003_2 - [INFO] - [E:148| 800]: Train Loss:0.0017695, Val MRR:0.40092, ice0003_2
2023-05-19 12:00:03,862 - ice0003_2 - [INFO] - [E:148| 900]: Train Loss:0.0017702, Val MRR:0.40092, ice0003_2
2023-05-19 12:01:16,251 - ice0003_2 - [INFO] - [Epoch:148]: Training Loss:0.001771
2023-05-19 12:01:16,514 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 12:01:40,249 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 12:02:03,209 - ice0003_2 - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.42281, Head : 0.37821, Avg : 0.40051
2023-05-19 12:02:03,210 - ice0003_2 - [INFO] - [Epoch 148]: Training Loss: 0.001771, Valid MRR: 0.40092,
2023-05-19 12:02:04,343 - ice0003_2 - [INFO] - [E:149| 0]: Train Loss:0.0017829, Val MRR:0.40092, ice0003_2
2023-05-19 12:03:36,911 - ice0003_2 - [INFO] - [E:149| 100]: Train Loss:0.001766, Val MRR:0.40092, ice0003_2
2023-05-19 12:05:19,632 - ice0003_2 - [INFO] - [E:149| 200]: Train Loss:0.0017638, Val MRR:0.40092, ice0003_2
2023-05-19 12:07:01,390 - ice0003_2 - [INFO] - [E:149| 300]: Train Loss:0.0017654, Val MRR:0.40092, ice0003_2
2023-05-19 12:08:45,058 - ice0003_2 - [INFO] - [E:149| 400]: Train Loss:0.0017662, Val MRR:0.40092, ice0003_2
2023-05-19 12:10:28,335 - ice0003_2 - [INFO] - [E:149| 500]: Train Loss:0.0017667, Val MRR:0.40092, ice0003_2
2023-05-19 12:12:00,796 - ice0003_2 - [INFO] - [E:149| 600]: Train Loss:0.0017675, Val MRR:0.40092, ice0003_2
2023-05-19 12:13:43,162 - ice0003_2 - [INFO] - [E:149| 700]: Train Loss:0.0017682, Val MRR:0.40092, ice0003_2
2023-05-19 12:15:25,934 - ice0003_2 - [INFO] - [E:149| 800]: Train Loss:0.0017685, Val MRR:0.40092, ice0003_2
2023-05-19 12:17:07,930 - ice0003_2 - [INFO] - [E:149| 900]: Train Loss:0.0017693, Val MRR:0.40092, ice0003_2
2023-05-19 12:18:19,593 - ice0003_2 - [INFO] - [Epoch:149]: Training Loss:0.001769
2023-05-19 12:18:19,940 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 12:18:43,541 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 12:19:06,222 - ice0003_2 - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.42233, Head : 0.37983, Avg : 0.40108
MR: Tail : 352.28, Head : 379.72, Avg : 366.0
Hit-1: Tail : 0.31448, Head : 0.27661, Avg : 0.29555
Hit-3: Tail : 0.477, Head : 0.42396, Avg : 0.45048
Hit-10: Tail : 0.63029, Head : 0.58721, Avg : 0.60875
2023-05-19 12:19:08,130 - ice0003_2 - [INFO] - [Epoch 149]: Training Loss: 0.0017694, Valid MRR: 0.40108,
2023-05-19 12:19:09,014 - ice0003_2 - [INFO] - [E:150| 0]: Train Loss:0.0017595, Val MRR:0.40108, ice0003_2
2023-05-19 12:20:40,502 - ice0003_2 - [INFO] - [E:150| 100]: Train Loss:0.0017592, Val MRR:0.40108, ice0003_2
2023-05-19 12:22:22,703 - ice0003_2 - [INFO] - [E:150| 200]: Train Loss:0.0017598, Val MRR:0.40108, ice0003_2
2023-05-19 12:24:08,358 - ice0003_2 - [INFO] - [E:150| 300]: Train Loss:0.001762, Val MRR:0.40108, ice0003_2
2023-05-19 12:25:51,210 - ice0003_2 - [INFO] - [E:150| 400]: Train Loss:0.0017641, Val MRR:0.40108, ice0003_2
2023-05-19 12:27:34,314 - ice0003_2 - [INFO] - [E:150| 500]: Train Loss:0.001765, Val MRR:0.40108, ice0003_2
2023-05-19 12:29:07,074 - ice0003_2 - [INFO] - [E:150| 600]: Train Loss:0.0017659, Val MRR:0.40108, ice0003_2
2023-05-19 12:30:49,744 - ice0003_2 - [INFO] - [E:150| 700]: Train Loss:0.0017665, Val MRR:0.40108, ice0003_2
2023-05-19 12:32:32,254 - ice0003_2 - [INFO] - [E:150| 800]: Train Loss:0.0017673, Val MRR:0.40108, ice0003_2
2023-05-19 12:34:14,579 - ice0003_2 - [INFO] - [E:150| 900]: Train Loss:0.0017683, Val MRR:0.40108, ice0003_2
2023-05-19 12:35:26,225 - ice0003_2 - [INFO] - [Epoch:150]: Training Loss:0.001769
2023-05-19 12:35:26,643 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 12:35:49,055 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 12:36:11,871 - ice0003_2 - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.42313, Head : 0.37672, Avg : 0.39993
2023-05-19 12:36:11,871 - ice0003_2 - [INFO] - [Epoch 150]: Training Loss: 0.0017688, Valid MRR: 0.40108,
2023-05-19 12:36:13,089 - ice0003_2 - [INFO] - [E:151| 0]: Train Loss:0.0017694, Val MRR:0.40108, ice0003_2
2023-05-19 12:37:45,816 - ice0003_2 - [INFO] - [E:151| 100]: Train Loss:0.0017595, Val MRR:0.40108, ice0003_2
2023-05-19 12:39:28,447 - ice0003_2 - [INFO] - [E:151| 200]: Train Loss:0.0017596, Val MRR:0.40108, ice0003_2
2023-05-19 12:41:11,827 - ice0003_2 - [INFO] - [E:151| 300]: Train Loss:0.0017619, Val MRR:0.40108, ice0003_2
2023-05-19 12:42:54,871 - ice0003_2 - [INFO] - [E:151| 400]: Train Loss:0.0017631, Val MRR:0.40108, ice0003_2
2023-05-19 12:44:37,283 - ice0003_2 - [INFO] - [E:151| 500]: Train Loss:0.0017639, Val MRR:0.40108, ice0003_2
2023-05-19 12:46:09,875 - ice0003_2 - [INFO] - [E:151| 600]: Train Loss:0.0017643, Val MRR:0.40108, ice0003_2
2023-05-19 12:47:52,566 - ice0003_2 - [INFO] - [E:151| 700]: Train Loss:0.0017655, Val MRR:0.40108, ice0003_2
2023-05-19 12:49:33,923 - ice0003_2 - [INFO] - [E:151| 800]: Train Loss:0.0017665, Val MRR:0.40108, ice0003_2
2023-05-19 12:51:15,639 - ice0003_2 - [INFO] - [E:151| 900]: Train Loss:0.0017667, Val MRR:0.40108, ice0003_2
2023-05-19 12:52:26,944 - ice0003_2 - [INFO] - [Epoch:151]: Training Loss:0.001768
2023-05-19 12:52:27,251 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 12:52:50,258 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 12:53:13,241 - ice0003_2 - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.42287, Head : 0.37782, Avg : 0.40034
2023-05-19 12:53:13,241 - ice0003_2 - [INFO] - [Epoch 151]: Training Loss: 0.0017676, Valid MRR: 0.40108,
2023-05-19 12:53:14,315 - ice0003_2 - [INFO] - [E:152| 0]: Train Loss:0.0017657, Val MRR:0.40108, ice0003_2
2023-05-19 12:54:46,260 - ice0003_2 - [INFO] - [E:152| 100]: Train Loss:0.0017629, Val MRR:0.40108, ice0003_2
2023-05-19 12:56:29,566 - ice0003_2 - [INFO] - [E:152| 200]: Train Loss:0.001759, Val MRR:0.40108, ice0003_2
2023-05-19 12:58:13,121 - ice0003_2 - [INFO] - [E:152| 300]: Train Loss:0.0017615, Val MRR:0.40108, ice0003_2
2023-05-19 12:59:56,919 - ice0003_2 - [INFO] - [E:152| 400]: Train Loss:0.0017621, Val MRR:0.40108, ice0003_2
2023-05-19 13:01:40,310 - ice0003_2 - [INFO] - [E:152| 500]: Train Loss:0.0017628, Val MRR:0.40108, ice0003_2
2023-05-19 13:03:12,512 - ice0003_2 - [INFO] - [E:152| 600]: Train Loss:0.0017638, Val MRR:0.40108, ice0003_2
2023-05-19 13:04:53,492 - ice0003_2 - [INFO] - [E:152| 700]: Train Loss:0.0017644, Val MRR:0.40108, ice0003_2
2023-05-19 13:06:37,055 - ice0003_2 - [INFO] - [E:152| 800]: Train Loss:0.0017653, Val MRR:0.40108, ice0003_2
2023-05-19 13:08:20,407 - ice0003_2 - [INFO] - [E:152| 900]: Train Loss:0.0017661, Val MRR:0.40108, ice0003_2
2023-05-19 13:09:33,142 - ice0003_2 - [INFO] - [Epoch:152]: Training Loss:0.001767
2023-05-19 13:09:33,515 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 13:09:56,743 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 13:10:20,024 - ice0003_2 - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.42505, Head : 0.37698, Avg : 0.40101
2023-05-19 13:10:20,024 - ice0003_2 - [INFO] - [Epoch 152]: Training Loss: 0.0017666, Valid MRR: 0.40108,
2023-05-19 13:10:21,070 - ice0003_2 - [INFO] - [E:153| 0]: Train Loss:0.0017885, Val MRR:0.40108, ice0003_2
2023-05-19 13:11:57,014 - ice0003_2 - [INFO] - [E:153| 100]: Train Loss:0.0017551, Val MRR:0.40108, ice0003_2
2023-05-19 13:13:39,160 - ice0003_2 - [INFO] - [E:153| 200]: Train Loss:0.0017571, Val MRR:0.40108, ice0003_2
2023-05-19 13:15:21,076 - ice0003_2 - [INFO] - [E:153| 300]: Train Loss:0.0017585, Val MRR:0.40108, ice0003_2
2023-05-19 13:17:02,722 - ice0003_2 - [INFO] - [E:153| 400]: Train Loss:0.0017597, Val MRR:0.40108, ice0003_2
2023-05-19 13:18:44,284 - ice0003_2 - [INFO] - [E:153| 500]: Train Loss:0.0017617, Val MRR:0.40108, ice0003_2
2023-05-19 13:20:16,482 - ice0003_2 - [INFO] - [E:153| 600]: Train Loss:0.0017625, Val MRR:0.40108, ice0003_2
2023-05-19 13:21:58,917 - ice0003_2 - [INFO] - [E:153| 700]: Train Loss:0.0017639, Val MRR:0.40108, ice0003_2
2023-05-19 13:23:41,042 - ice0003_2 - [INFO] - [E:153| 800]: Train Loss:0.0017649, Val MRR:0.40108, ice0003_2
2023-05-19 13:25:23,641 - ice0003_2 - [INFO] - [E:153| 900]: Train Loss:0.0017656, Val MRR:0.40108, ice0003_2
2023-05-19 13:26:35,614 - ice0003_2 - [INFO] - [Epoch:153]: Training Loss:0.001766
2023-05-19 13:26:36,008 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 13:26:59,507 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 13:27:22,441 - ice0003_2 - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.42469, Head : 0.37813, Avg : 0.40141
2023-05-19 13:27:25,332 - ice0003_2 - [INFO] - [Epoch 153]: Training Loss: 0.0017657, Valid MRR: 0.40141,
2023-05-19 13:27:26,536 - ice0003_2 - [INFO] - [E:154| 0]: Train Loss:0.0017776, Val MRR:0.40141, ice0003_2
2023-05-19 13:28:59,608 - ice0003_2 - [INFO] - [E:154| 100]: Train Loss:0.0017567, Val MRR:0.40141, ice0003_2
2023-05-19 13:30:42,272 - ice0003_2 - [INFO] - [E:154| 200]: Train Loss:0.0017576, Val MRR:0.40141, ice0003_2
2023-05-19 13:32:23,900 - ice0003_2 - [INFO] - [E:154| 300]: Train Loss:0.0017579, Val MRR:0.40141, ice0003_2
2023-05-19 13:34:05,546 - ice0003_2 - [INFO] - [E:154| 400]: Train Loss:0.0017592, Val MRR:0.40141, ice0003_2
2023-05-19 13:35:47,927 - ice0003_2 - [INFO] - [E:154| 500]: Train Loss:0.0017604, Val MRR:0.40141, ice0003_2
2023-05-19 13:37:20,161 - ice0003_2 - [INFO] - [E:154| 600]: Train Loss:0.0017612, Val MRR:0.40141, ice0003_2
2023-05-19 13:39:02,900 - ice0003_2 - [INFO] - [E:154| 700]: Train Loss:0.0017626, Val MRR:0.40141, ice0003_2
2023-05-19 13:40:45,977 - ice0003_2 - [INFO] - [E:154| 800]: Train Loss:0.0017629, Val MRR:0.40141, ice0003_2
2023-05-19 13:42:28,630 - ice0003_2 - [INFO] - [E:154| 900]: Train Loss:0.0017638, Val MRR:0.40141, ice0003_2
2023-05-19 13:43:40,480 - ice0003_2 - [INFO] - [Epoch:154]: Training Loss:0.001764
2023-05-19 13:43:40,996 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 13:44:04,268 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 13:44:27,577 - ice0003_2 - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.42413, Head : 0.37793, Avg : 0.40103
2023-05-19 13:44:27,577 - ice0003_2 - [INFO] - [Epoch 154]: Training Loss: 0.0017641, Valid MRR: 0.40141,
2023-05-19 13:44:28,704 - ice0003_2 - [INFO] - [E:155| 0]: Train Loss:0.0017506, Val MRR:0.40141, ice0003_2
2023-05-19 13:46:01,012 - ice0003_2 - [INFO] - [E:155| 100]: Train Loss:0.0017599, Val MRR:0.40141, ice0003_2
2023-05-19 13:47:42,306 - ice0003_2 - [INFO] - [E:155| 200]: Train Loss:0.0017583, Val MRR:0.40141, ice0003_2
2023-05-19 13:49:25,416 - ice0003_2 - [INFO] - [E:155| 300]: Train Loss:0.0017586, Val MRR:0.40141, ice0003_2
2023-05-19 13:51:08,436 - ice0003_2 - [INFO] - [E:155| 400]: Train Loss:0.0017598, Val MRR:0.40141, ice0003_2
2023-05-19 13:52:51,565 - ice0003_2 - [INFO] - [E:155| 500]: Train Loss:0.0017607, Val MRR:0.40141, ice0003_2
2023-05-19 13:54:26,505 - ice0003_2 - [INFO] - [E:155| 600]: Train Loss:0.0017617, Val MRR:0.40141, ice0003_2
2023-05-19 13:56:06,842 - ice0003_2 - [INFO] - [E:155| 700]: Train Loss:0.0017617, Val MRR:0.40141, ice0003_2
2023-05-19 13:57:49,722 - ice0003_2 - [INFO] - [E:155| 800]: Train Loss:0.0017625, Val MRR:0.40141, ice0003_2
2023-05-19 13:59:35,662 - ice0003_2 - [INFO] - [E:155| 900]: Train Loss:0.0017628, Val MRR:0.40141, ice0003_2
2023-05-19 14:00:46,761 - ice0003_2 - [INFO] - [Epoch:155]: Training Loss:0.001764
2023-05-19 14:00:47,107 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 14:01:09,671 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 14:01:31,967 - ice0003_2 - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.42498, Head : 0.37902, Avg : 0.402
2023-05-19 14:01:34,720 - ice0003_2 - [INFO] - [Epoch 155]: Training Loss: 0.0017635, Valid MRR: 0.402,
2023-05-19 14:01:35,923 - ice0003_2 - [INFO] - [E:156| 0]: Train Loss:0.0017847, Val MRR:0.402, ice0003_2
2023-05-19 14:03:07,899 - ice0003_2 - [INFO] - [E:156| 100]: Train Loss:0.0017592, Val MRR:0.402, ice0003_2
2023-05-19 14:04:49,954 - ice0003_2 - [INFO] - [E:156| 200]: Train Loss:0.0017585, Val MRR:0.402, ice0003_2
2023-05-19 14:06:31,681 - ice0003_2 - [INFO] - [E:156| 300]: Train Loss:0.0017585, Val MRR:0.402, ice0003_2
2023-05-19 14:08:13,582 - ice0003_2 - [INFO] - [E:156| 400]: Train Loss:0.0017589, Val MRR:0.402, ice0003_2
2023-05-19 14:09:55,182 - ice0003_2 - [INFO] - [E:156| 500]: Train Loss:0.0017602, Val MRR:0.402, ice0003_2
2023-05-19 14:11:34,948 - ice0003_2 - [INFO] - [E:156| 600]: Train Loss:0.0017608, Val MRR:0.402, ice0003_2
2023-05-19 14:13:08,657 - ice0003_2 - [INFO] - [E:156| 700]: Train Loss:0.0017611, Val MRR:0.402, ice0003_2
2023-05-19 14:14:50,530 - ice0003_2 - [INFO] - [E:156| 800]: Train Loss:0.0017613, Val MRR:0.402, ice0003_2
2023-05-19 14:16:32,557 - ice0003_2 - [INFO] - [E:156| 900]: Train Loss:0.0017619, Val MRR:0.402, ice0003_2
2023-05-19 14:17:45,055 - ice0003_2 - [INFO] - [Epoch:156]: Training Loss:0.001762
2023-05-19 14:17:45,319 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 14:18:08,528 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 14:18:31,199 - ice0003_2 - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.42355, Head : 0.37851, Avg : 0.40103
2023-05-19 14:18:31,199 - ice0003_2 - [INFO] - [Epoch 156]: Training Loss: 0.0017625, Valid MRR: 0.402,
2023-05-19 14:18:32,367 - ice0003_2 - [INFO] - [E:157| 0]: Train Loss:0.0017696, Val MRR:0.402, ice0003_2
2023-05-19 14:20:08,049 - ice0003_2 - [INFO] - [E:157| 100]: Train Loss:0.0017561, Val MRR:0.402, ice0003_2
2023-05-19 14:21:47,154 - ice0003_2 - [INFO] - [E:157| 200]: Train Loss:0.0017571, Val MRR:0.402, ice0003_2
2023-05-19 14:23:29,464 - ice0003_2 - [INFO] - [E:157| 300]: Train Loss:0.0017564, Val MRR:0.402, ice0003_2
2023-05-19 14:25:12,464 - ice0003_2 - [INFO] - [E:157| 400]: Train Loss:0.001758, Val MRR:0.402, ice0003_2
2023-05-19 14:26:54,932 - ice0003_2 - [INFO] - [E:157| 500]: Train Loss:0.0017583, Val MRR:0.402, ice0003_2
2023-05-19 14:28:36,536 - ice0003_2 - [INFO] - [E:157| 600]: Train Loss:0.0017601, Val MRR:0.402, ice0003_2
2023-05-19 14:30:07,711 - ice0003_2 - [INFO] - [E:157| 700]: Train Loss:0.0017607, Val MRR:0.402, ice0003_2
2023-05-19 14:31:49,816 - ice0003_2 - [INFO] - [E:157| 800]: Train Loss:0.0017612, Val MRR:0.402, ice0003_2
2023-05-19 14:33:32,596 - ice0003_2 - [INFO] - [E:157| 900]: Train Loss:0.0017615, Val MRR:0.402, ice0003_2
2023-05-19 14:34:44,681 - ice0003_2 - [INFO] - [Epoch:157]: Training Loss:0.001762
2023-05-19 14:34:45,096 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 14:35:08,230 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 14:35:31,514 - ice0003_2 - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.42333, Head : 0.37855, Avg : 0.40094
2023-05-19 14:35:31,514 - ice0003_2 - [INFO] - [Epoch 157]: Training Loss: 0.0017622, Valid MRR: 0.402,
2023-05-19 14:35:32,748 - ice0003_2 - [INFO] - [E:158| 0]: Train Loss:0.0017588, Val MRR:0.402, ice0003_2
2023-05-19 14:37:15,140 - ice0003_2 - [INFO] - [E:158| 100]: Train Loss:0.001754, Val MRR:0.402, ice0003_2
2023-05-19 14:38:47,522 - ice0003_2 - [INFO] - [E:158| 200]: Train Loss:0.0017559, Val MRR:0.402, ice0003_2
2023-05-19 14:40:29,823 - ice0003_2 - [INFO] - [E:158| 300]: Train Loss:0.0017568, Val MRR:0.402, ice0003_2
2023-05-19 14:42:12,380 - ice0003_2 - [INFO] - [E:158| 400]: Train Loss:0.0017573, Val MRR:0.402, ice0003_2
2023-05-19 14:43:54,012 - ice0003_2 - [INFO] - [E:158| 500]: Train Loss:0.001758, Val MRR:0.402, ice0003_2
2023-05-19 14:45:35,658 - ice0003_2 - [INFO] - [E:158| 600]: Train Loss:0.0017582, Val MRR:0.402, ice0003_2
2023-05-19 14:47:11,416 - ice0003_2 - [INFO] - [E:158| 700]: Train Loss:0.0017591, Val MRR:0.402, ice0003_2
2023-05-19 14:48:54,212 - ice0003_2 - [INFO] - [E:158| 800]: Train Loss:0.0017593, Val MRR:0.402, ice0003_2
2023-05-19 14:50:36,823 - ice0003_2 - [INFO] - [E:158| 900]: Train Loss:0.0017602, Val MRR:0.402, ice0003_2
2023-05-19 14:51:49,245 - ice0003_2 - [INFO] - [Epoch:158]: Training Loss:0.00176
2023-05-19 14:51:49,546 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 14:52:13,087 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 14:52:36,156 - ice0003_2 - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.42466, Head : 0.37869, Avg : 0.40168
2023-05-19 14:52:36,156 - ice0003_2 - [INFO] - [Epoch 158]: Training Loss: 0.0017604, Valid MRR: 0.402,
2023-05-19 14:52:37,374 - ice0003_2 - [INFO] - [E:159| 0]: Train Loss:0.0017499, Val MRR:0.402, ice0003_2
2023-05-19 14:54:20,645 - ice0003_2 - [INFO] - [E:159| 100]: Train Loss:0.001752, Val MRR:0.402, ice0003_2
2023-05-19 14:55:52,868 - ice0003_2 - [INFO] - [E:159| 200]: Train Loss:0.0017531, Val MRR:0.402, ice0003_2
2023-05-19 14:57:34,953 - ice0003_2 - [INFO] - [E:159| 300]: Train Loss:0.0017537, Val MRR:0.402, ice0003_2
2023-05-19 14:59:21,795 - ice0003_2 - [INFO] - [E:159| 400]: Train Loss:0.0017556, Val MRR:0.402, ice0003_2
2023-05-19 15:01:16,163 - ice0003_2 - [INFO] - [E:159| 500]: Train Loss:0.0017559, Val MRR:0.402, ice0003_2
2023-05-19 15:02:59,554 - ice0003_2 - [INFO] - [E:159| 600]: Train Loss:0.0017566, Val MRR:0.402, ice0003_2
2023-05-19 15:04:39,340 - ice0003_2 - [INFO] - [E:159| 700]: Train Loss:0.001758, Val MRR:0.402, ice0003_2
2023-05-19 15:06:13,641 - ice0003_2 - [INFO] - [E:159| 800]: Train Loss:0.0017581, Val MRR:0.402, ice0003_2
2023-05-19 15:07:55,752 - ice0003_2 - [INFO] - [E:159| 900]: Train Loss:0.0017592, Val MRR:0.402, ice0003_2
2023-05-19 15:09:08,275 - ice0003_2 - [INFO] - [Epoch:159]: Training Loss:0.00176
2023-05-19 15:09:08,626 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 15:09:31,981 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 15:09:55,118 - ice0003_2 - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.42501, Head : 0.37824, Avg : 0.40162
MR: Tail : 370.2, Head : 391.71, Avg : 380.95
Hit-1: Tail : 0.31824, Head : 0.27176, Avg : 0.295
Hit-3: Tail : 0.47931, Head : 0.42784, Avg : 0.45357
Hit-10: Tail : 0.62884, Head : 0.58599, Avg : 0.60742
2023-05-19 15:09:55,118 - ice0003_2 - [INFO] - [Epoch 159]: Training Loss: 0.0017599, Valid MRR: 0.402,
2023-05-19 15:09:56,314 - ice0003_2 - [INFO] - [E:160| 0]: Train Loss:0.001721, Val MRR:0.402, ice0003_2
2023-05-19 15:11:39,312 - ice0003_2 - [INFO] - [E:160| 100]: Train Loss:0.0017415, Val MRR:0.402, ice0003_2
2023-05-19 15:13:21,197 - ice0003_2 - [INFO] - [E:160| 200]: Train Loss:0.0017486, Val MRR:0.402, ice0003_2
2023-05-19 15:14:52,309 - ice0003_2 - [INFO] - [E:160| 300]: Train Loss:0.001751, Val MRR:0.402, ice0003_2
2023-05-19 15:16:34,973 - ice0003_2 - [INFO] - [E:160| 400]: Train Loss:0.0017526, Val MRR:0.402, ice0003_2
2023-05-19 15:18:17,308 - ice0003_2 - [INFO] - [E:160| 500]: Train Loss:0.0017536, Val MRR:0.402, ice0003_2
2023-05-19 15:20:00,630 - ice0003_2 - [INFO] - [E:160| 600]: Train Loss:0.0017551, Val MRR:0.402, ice0003_2
2023-05-19 15:21:44,054 - ice0003_2 - [INFO] - [E:160| 700]: Train Loss:0.0017565, Val MRR:0.402, ice0003_2
2023-05-19 15:23:16,264 - ice0003_2 - [INFO] - [E:160| 800]: Train Loss:0.0017567, Val MRR:0.402, ice0003_2
2023-05-19 15:24:58,738 - ice0003_2 - [INFO] - [E:160| 900]: Train Loss:0.001758, Val MRR:0.402, ice0003_2
2023-05-19 15:26:11,171 - ice0003_2 - [INFO] - [Epoch:160]: Training Loss:0.001759
2023-05-19 15:26:11,515 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 15:26:35,010 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 15:26:58,316 - ice0003_2 - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.42385, Head : 0.37765, Avg : 0.40075
2023-05-19 15:26:58,316 - ice0003_2 - [INFO] - [Epoch 160]: Training Loss: 0.0017586, Valid MRR: 0.402,
2023-05-19 15:26:59,108 - ice0003_2 - [INFO] - [E:161| 0]: Train Loss:0.0017497, Val MRR:0.402, ice0003_2
2023-05-19 15:28:41,058 - ice0003_2 - [INFO] - [E:161| 100]: Train Loss:0.0017462, Val MRR:0.402, ice0003_2
2023-05-19 15:30:22,891 - ice0003_2 - [INFO] - [E:161| 200]: Train Loss:0.0017493, Val MRR:0.402, ice0003_2
2023-05-19 15:31:54,965 - ice0003_2 - [INFO] - [E:161| 300]: Train Loss:0.0017519, Val MRR:0.402, ice0003_2
2023-05-19 15:33:37,329 - ice0003_2 - [INFO] - [E:161| 400]: Train Loss:0.0017526, Val MRR:0.402, ice0003_2
2023-05-19 15:35:19,398 - ice0003_2 - [INFO] - [E:161| 500]: Train Loss:0.0017538, Val MRR:0.402, ice0003_2
2023-05-19 15:37:04,767 - ice0003_2 - [INFO] - [E:161| 600]: Train Loss:0.0017549, Val MRR:0.402, ice0003_2
2023-05-19 15:38:47,021 - ice0003_2 - [INFO] - [E:161| 700]: Train Loss:0.0017556, Val MRR:0.402, ice0003_2
2023-05-19 15:40:18,901 - ice0003_2 - [INFO] - [E:161| 800]: Train Loss:0.0017564, Val MRR:0.402, ice0003_2
2023-05-19 15:41:59,832 - ice0003_2 - [INFO] - [E:161| 900]: Train Loss:0.0017569, Val MRR:0.402, ice0003_2
2023-05-19 15:43:10,539 - ice0003_2 - [INFO] - [Epoch:161]: Training Loss:0.001757
2023-05-19 15:43:10,886 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 15:43:34,148 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 15:43:56,841 - ice0003_2 - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.4249, Head : 0.37728, Avg : 0.40109
2023-05-19 15:43:56,841 - ice0003_2 - [INFO] - [Epoch 161]: Training Loss: 0.0017572, Valid MRR: 0.402,
2023-05-19 15:43:58,058 - ice0003_2 - [INFO] - [E:162| 0]: Train Loss:0.0017909, Val MRR:0.402, ice0003_2
2023-05-19 15:45:40,582 - ice0003_2 - [INFO] - [E:162| 100]: Train Loss:0.0017465, Val MRR:0.402, ice0003_2
2023-05-19 15:47:23,348 - ice0003_2 - [INFO] - [E:162| 200]: Train Loss:0.0017499, Val MRR:0.402, ice0003_2
2023-05-19 15:48:55,237 - ice0003_2 - [INFO] - [E:162| 300]: Train Loss:0.00175, Val MRR:0.402, ice0003_2
2023-05-19 15:50:37,197 - ice0003_2 - [INFO] - [E:162| 400]: Train Loss:0.0017517, Val MRR:0.402, ice0003_2
2023-05-19 15:52:19,553 - ice0003_2 - [INFO] - [E:162| 500]: Train Loss:0.0017528, Val MRR:0.402, ice0003_2
2023-05-19 15:54:01,644 - ice0003_2 - [INFO] - [E:162| 600]: Train Loss:0.0017543, Val MRR:0.402, ice0003_2
2023-05-19 15:55:43,683 - ice0003_2 - [INFO] - [E:162| 700]: Train Loss:0.0017555, Val MRR:0.402, ice0003_2
2023-05-19 15:57:18,087 - ice0003_2 - [INFO] - [E:162| 800]: Train Loss:0.0017559, Val MRR:0.402, ice0003_2
2023-05-19 15:58:56,882 - ice0003_2 - [INFO] - [E:162| 900]: Train Loss:0.0017567, Val MRR:0.402, ice0003_2
2023-05-19 16:00:09,169 - ice0003_2 - [INFO] - [Epoch:162]: Training Loss:0.001757
2023-05-19 16:00:09,430 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 16:00:32,685 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 16:00:55,733 - ice0003_2 - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.42624, Head : 0.37932, Avg : 0.40278
2023-05-19 16:00:58,548 - ice0003_2 - [INFO] - [Epoch 162]: Training Loss: 0.0017566, Valid MRR: 0.40278,
2023-05-19 16:00:59,361 - ice0003_2 - [INFO] - [E:163| 0]: Train Loss:0.0017533, Val MRR:0.40278, ice0003_2
2023-05-19 16:02:42,336 - ice0003_2 - [INFO] - [E:163| 100]: Train Loss:0.0017488, Val MRR:0.40278, ice0003_2
2023-05-19 16:04:24,877 - ice0003_2 - [INFO] - [E:163| 200]: Train Loss:0.0017506, Val MRR:0.40278, ice0003_2
2023-05-19 16:06:00,759 - ice0003_2 - [INFO] - [E:163| 300]: Train Loss:0.0017512, Val MRR:0.40278, ice0003_2
2023-05-19 16:07:39,767 - ice0003_2 - [INFO] - [E:163| 400]: Train Loss:0.001751, Val MRR:0.40278, ice0003_2
2023-05-19 16:09:21,959 - ice0003_2 - [INFO] - [E:163| 500]: Train Loss:0.0017519, Val MRR:0.40278, ice0003_2
2023-05-19 16:11:03,699 - ice0003_2 - [INFO] - [E:163| 600]: Train Loss:0.001753, Val MRR:0.40278, ice0003_2
2023-05-19 16:12:44,883 - ice0003_2 - [INFO] - [E:163| 700]: Train Loss:0.0017526, Val MRR:0.40278, ice0003_2
2023-05-19 16:14:27,687 - ice0003_2 - [INFO] - [E:163| 800]: Train Loss:0.0017535, Val MRR:0.40278, ice0003_2
2023-05-19 16:16:00,353 - ice0003_2 - [INFO] - [E:163| 900]: Train Loss:0.0017549, Val MRR:0.40278, ice0003_2
2023-05-19 16:17:12,539 - ice0003_2 - [INFO] - [Epoch:163]: Training Loss:0.001755
2023-05-19 16:17:12,935 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 16:17:36,426 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 16:17:58,732 - ice0003_2 - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.42655, Head : 0.37939, Avg : 0.40297
2023-05-19 16:18:01,452 - ice0003_2 - [INFO] - [Epoch 163]: Training Loss: 0.0017554, Valid MRR: 0.40297,
2023-05-19 16:18:02,475 - ice0003_2 - [INFO] - [E:164| 0]: Train Loss:0.0016921, Val MRR:0.40297, ice0003_2
2023-05-19 16:19:45,520 - ice0003_2 - [INFO] - [E:164| 100]: Train Loss:0.0017508, Val MRR:0.40297, ice0003_2
2023-05-19 16:21:28,241 - ice0003_2 - [INFO] - [E:164| 200]: Train Loss:0.0017509, Val MRR:0.40297, ice0003_2
2023-05-19 16:23:10,786 - ice0003_2 - [INFO] - [E:164| 300]: Train Loss:0.0017496, Val MRR:0.40297, ice0003_2
2023-05-19 16:24:46,442 - ice0003_2 - [INFO] - [E:164| 400]: Train Loss:0.001751, Val MRR:0.40297, ice0003_2
2023-05-19 16:26:27,691 - ice0003_2 - [INFO] - [E:164| 500]: Train Loss:0.0017522, Val MRR:0.40297, ice0003_2
2023-05-19 16:28:09,640 - ice0003_2 - [INFO] - [E:164| 600]: Train Loss:0.0017526, Val MRR:0.40297, ice0003_2
2023-05-19 16:29:51,912 - ice0003_2 - [INFO] - [E:164| 700]: Train Loss:0.0017532, Val MRR:0.40297, ice0003_2
2023-05-19 16:31:34,525 - ice0003_2 - [INFO] - [E:164| 800]: Train Loss:0.0017539, Val MRR:0.40297, ice0003_2
2023-05-19 16:33:07,013 - ice0003_2 - [INFO] - [E:164| 900]: Train Loss:0.0017548, Val MRR:0.40297, ice0003_2
2023-05-19 16:34:19,017 - ice0003_2 - [INFO] - [Epoch:164]: Training Loss:0.001755
2023-05-19 16:34:19,361 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 16:34:42,697 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 16:35:05,557 - ice0003_2 - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.4266, Head : 0.37886, Avg : 0.40273
2023-05-19 16:35:05,557 - ice0003_2 - [INFO] - [Epoch 164]: Training Loss: 0.0017548, Valid MRR: 0.40297,
2023-05-19 16:35:06,617 - ice0003_2 - [INFO] - [E:165| 0]: Train Loss:0.0017294, Val MRR:0.40297, ice0003_2
2023-05-19 16:36:48,912 - ice0003_2 - [INFO] - [E:165| 100]: Train Loss:0.001742, Val MRR:0.40297, ice0003_2
2023-05-19 16:38:30,915 - ice0003_2 - [INFO] - [E:165| 200]: Train Loss:0.0017459, Val MRR:0.40297, ice0003_2
2023-05-19 16:40:12,003 - ice0003_2 - [INFO] - [E:165| 300]: Train Loss:0.0017475, Val MRR:0.40297, ice0003_2
2023-05-19 16:41:43,216 - ice0003_2 - [INFO] - [E:165| 400]: Train Loss:0.0017487, Val MRR:0.40297, ice0003_2
2023-05-19 16:43:25,868 - ice0003_2 - [INFO] - [E:165| 500]: Train Loss:0.0017488, Val MRR:0.40297, ice0003_2
2023-05-19 16:45:07,976 - ice0003_2 - [INFO] - [E:165| 600]: Train Loss:0.0017495, Val MRR:0.40297, ice0003_2
2023-05-19 16:46:50,035 - ice0003_2 - [INFO] - [E:165| 700]: Train Loss:0.0017512, Val MRR:0.40297, ice0003_2
2023-05-19 16:48:32,234 - ice0003_2 - [INFO] - [E:165| 800]: Train Loss:0.0017518, Val MRR:0.40297, ice0003_2
2023-05-19 16:50:04,230 - ice0003_2 - [INFO] - [E:165| 900]: Train Loss:0.0017529, Val MRR:0.40297, ice0003_2
2023-05-19 16:51:16,534 - ice0003_2 - [INFO] - [Epoch:165]: Training Loss:0.001754
2023-05-19 16:51:16,820 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 16:51:39,880 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 16:52:02,754 - ice0003_2 - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.42573, Head : 0.3782, Avg : 0.40197
2023-05-19 16:52:02,754 - ice0003_2 - [INFO] - [Epoch 165]: Training Loss: 0.0017538, Valid MRR: 0.40297,
2023-05-19 16:52:03,955 - ice0003_2 - [INFO] - [E:166| 0]: Train Loss:0.0017442, Val MRR:0.40297, ice0003_2
2023-05-19 16:53:46,062 - ice0003_2 - [INFO] - [E:166| 100]: Train Loss:0.0017469, Val MRR:0.40297, ice0003_2
2023-05-19 16:55:27,603 - ice0003_2 - [INFO] - [E:166| 200]: Train Loss:0.0017482, Val MRR:0.40297, ice0003_2
2023-05-19 16:57:10,214 - ice0003_2 - [INFO] - [E:166| 300]: Train Loss:0.001749, Val MRR:0.40297, ice0003_2
2023-05-19 16:58:42,644 - ice0003_2 - [INFO] - [E:166| 400]: Train Loss:0.0017494, Val MRR:0.40297, ice0003_2
2023-05-19 17:00:25,079 - ice0003_2 - [INFO] - [E:166| 500]: Train Loss:0.0017496, Val MRR:0.40297, ice0003_2
2023-05-19 17:02:07,043 - ice0003_2 - [INFO] - [E:166| 600]: Train Loss:0.0017503, Val MRR:0.40297, ice0003_2
2023-05-19 17:03:49,777 - ice0003_2 - [INFO] - [E:166| 700]: Train Loss:0.0017508, Val MRR:0.40297, ice0003_2
2023-05-19 17:05:31,992 - ice0003_2 - [INFO] - [E:166| 800]: Train Loss:0.0017515, Val MRR:0.40297, ice0003_2
2023-05-19 17:07:10,229 - ice0003_2 - [INFO] - [E:166| 900]: Train Loss:0.001752, Val MRR:0.40297, ice0003_2
2023-05-19 17:08:15,796 - ice0003_2 - [INFO] - [Epoch:166]: Training Loss:0.001753
2023-05-19 17:08:16,147 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 17:08:39,361 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 17:09:02,129 - ice0003_2 - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.42528, Head : 0.38122, Avg : 0.40325
2023-05-19 17:09:03,352 - ice0003_2 - [INFO] - [Epoch 166]: Training Loss: 0.0017526, Valid MRR: 0.40325,
2023-05-19 17:09:04,553 - ice0003_2 - [INFO] - [E:167| 0]: Train Loss:0.0016899, Val MRR:0.40325, ice0003_2
2023-05-19 17:10:45,892 - ice0003_2 - [INFO] - [E:167| 100]: Train Loss:0.001748, Val MRR:0.40325, ice0003_2
2023-05-19 17:12:31,729 - ice0003_2 - [INFO] - [E:167| 200]: Train Loss:0.0017483, Val MRR:0.40325, ice0003_2
2023-05-19 17:14:14,405 - ice0003_2 - [INFO] - [E:167| 300]: Train Loss:0.0017486, Val MRR:0.40325, ice0003_2
2023-05-19 17:15:55,766 - ice0003_2 - [INFO] - [E:167| 400]: Train Loss:0.0017489, Val MRR:0.40325, ice0003_2
2023-05-19 17:17:29,277 - ice0003_2 - [INFO] - [E:167| 500]: Train Loss:0.00175, Val MRR:0.40325, ice0003_2
2023-05-19 17:19:11,487 - ice0003_2 - [INFO] - [E:167| 600]: Train Loss:0.0017505, Val MRR:0.40325, ice0003_2
2023-05-19 17:20:53,601 - ice0003_2 - [INFO] - [E:167| 700]: Train Loss:0.0017511, Val MRR:0.40325, ice0003_2
2023-05-19 17:22:35,464 - ice0003_2 - [INFO] - [E:167| 800]: Train Loss:0.001751, Val MRR:0.40325, ice0003_2
2023-05-19 17:24:15,956 - ice0003_2 - [INFO] - [E:167| 900]: Train Loss:0.0017516, Val MRR:0.40325, ice0003_2
2023-05-19 17:25:17,797 - ice0003_2 - [INFO] - [Epoch:167]: Training Loss:0.001752
2023-05-19 17:25:18,058 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 17:25:41,171 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 17:26:04,140 - ice0003_2 - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.42565, Head : 0.37966, Avg : 0.40266
2023-05-19 17:26:04,140 - ice0003_2 - [INFO] - [Epoch 167]: Training Loss: 0.0017521, Valid MRR: 0.40325,
2023-05-19 17:26:05,367 - ice0003_2 - [INFO] - [E:168| 0]: Train Loss:0.0017466, Val MRR:0.40325, ice0003_2
2023-05-19 17:27:47,063 - ice0003_2 - [INFO] - [E:168| 100]: Train Loss:0.0017444, Val MRR:0.40325, ice0003_2
2023-05-19 17:29:28,343 - ice0003_2 - [INFO] - [E:168| 200]: Train Loss:0.001745, Val MRR:0.40325, ice0003_2
2023-05-19 17:31:10,284 - ice0003_2 - [INFO] - [E:168| 300]: Train Loss:0.0017462, Val MRR:0.40325, ice0003_2
2023-05-19 17:32:52,190 - ice0003_2 - [INFO] - [E:168| 400]: Train Loss:0.0017465, Val MRR:0.40325, ice0003_2
2023-05-19 17:34:24,074 - ice0003_2 - [INFO] - [E:168| 500]: Train Loss:0.0017473, Val MRR:0.40325, ice0003_2
2023-05-19 17:36:06,145 - ice0003_2 - [INFO] - [E:168| 600]: Train Loss:0.0017489, Val MRR:0.40325, ice0003_2
2023-05-19 17:37:47,928 - ice0003_2 - [INFO] - [E:168| 700]: Train Loss:0.0017492, Val MRR:0.40325, ice0003_2
2023-05-19 17:39:29,039 - ice0003_2 - [INFO] - [E:168| 800]: Train Loss:0.0017497, Val MRR:0.40325, ice0003_2
2023-05-19 17:41:11,194 - ice0003_2 - [INFO] - [E:168| 900]: Train Loss:0.00175, Val MRR:0.40325, ice0003_2
2023-05-19 17:42:14,260 - ice0003_2 - [INFO] - [Epoch:168]: Training Loss:0.001751
2023-05-19 17:42:14,477 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 17:42:36,344 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 17:42:59,535 - ice0003_2 - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.4235, Head : 0.37912, Avg : 0.40131
2023-05-19 17:42:59,535 - ice0003_2 - [INFO] - [Epoch 168]: Training Loss: 0.0017508, Valid MRR: 0.40325,
2023-05-19 17:43:00,731 - ice0003_2 - [INFO] - [E:169| 0]: Train Loss:0.0017484, Val MRR:0.40325, ice0003_2
2023-05-19 17:44:43,071 - ice0003_2 - [INFO] - [E:169| 100]: Train Loss:0.0017445, Val MRR:0.40325, ice0003_2
2023-05-19 17:46:25,606 - ice0003_2 - [INFO] - [E:169| 200]: Train Loss:0.0017461, Val MRR:0.40325, ice0003_2
2023-05-19 17:48:08,120 - ice0003_2 - [INFO] - [E:169| 300]: Train Loss:0.0017455, Val MRR:0.40325, ice0003_2
2023-05-19 17:49:50,020 - ice0003_2 - [INFO] - [E:169| 400]: Train Loss:0.0017456, Val MRR:0.40325, ice0003_2
2023-05-19 17:51:21,914 - ice0003_2 - [INFO] - [E:169| 500]: Train Loss:0.0017464, Val MRR:0.40325, ice0003_2
2023-05-19 17:53:03,572 - ice0003_2 - [INFO] - [E:169| 600]: Train Loss:0.0017469, Val MRR:0.40325, ice0003_2
2023-05-19 17:54:45,784 - ice0003_2 - [INFO] - [E:169| 700]: Train Loss:0.0017479, Val MRR:0.40325, ice0003_2
2023-05-19 17:56:29,026 - ice0003_2 - [INFO] - [E:169| 800]: Train Loss:0.0017493, Val MRR:0.40325, ice0003_2
2023-05-19 17:58:11,924 - ice0003_2 - [INFO] - [E:169| 900]: Train Loss:0.0017495, Val MRR:0.40325, ice0003_2
2023-05-19 17:59:24,451 - ice0003_2 - [INFO] - [Epoch:169]: Training Loss:0.00175
2023-05-19 17:59:24,757 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 17:59:39,875 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 17:59:59,020 - ice0003_2 - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.42718, Head : 0.38053, Avg : 0.40386
MR: Tail : 363.47, Head : 385.78, Avg : 374.63
Hit-1: Tail : 0.31885, Head : 0.27552, Avg : 0.29718
Hit-3: Tail : 0.48173, Head : 0.42772, Avg : 0.45473
Hit-10: Tail : 0.6343, Head : 0.58963, Avg : 0.61197
2023-05-19 18:00:02,210 - ice0003_2 - [INFO] - [Epoch 169]: Training Loss: 0.0017498, Valid MRR: 0.40386,
2023-05-19 18:00:03,644 - ice0003_2 - [INFO] - [E:170| 0]: Train Loss:0.0017322, Val MRR:0.40386, ice0003_2
2023-05-19 18:01:50,396 - ice0003_2 - [INFO] - [E:170| 100]: Train Loss:0.0017416, Val MRR:0.40386, ice0003_2
2023-05-19 18:03:33,543 - ice0003_2 - [INFO] - [E:170| 200]: Train Loss:0.001741, Val MRR:0.40386, ice0003_2
2023-05-19 18:05:15,893 - ice0003_2 - [INFO] - [E:170| 300]: Train Loss:0.0017443, Val MRR:0.40386, ice0003_2
2023-05-19 18:06:57,494 - ice0003_2 - [INFO] - [E:170| 400]: Train Loss:0.0017448, Val MRR:0.40386, ice0003_2
2023-05-19 18:08:31,273 - ice0003_2 - [INFO] - [E:170| 500]: Train Loss:0.0017452, Val MRR:0.40386, ice0003_2
2023-05-19 18:10:13,063 - ice0003_2 - [INFO] - [E:170| 600]: Train Loss:0.0017465, Val MRR:0.40386, ice0003_2
2023-05-19 18:11:55,777 - ice0003_2 - [INFO] - [E:170| 700]: Train Loss:0.001747, Val MRR:0.40386, ice0003_2
2023-05-19 18:13:38,373 - ice0003_2 - [INFO] - [E:170| 800]: Train Loss:0.001748, Val MRR:0.40386, ice0003_2
2023-05-19 18:15:21,930 - ice0003_2 - [INFO] - [E:170| 900]: Train Loss:0.0017488, Val MRR:0.40386, ice0003_2
2023-05-19 18:16:34,369 - ice0003_2 - [INFO] - [Epoch:170]: Training Loss:0.001749
2023-05-19 18:16:34,699 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 18:16:57,797 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 18:17:13,680 - ice0003_2 - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.42537, Head : 0.3796, Avg : 0.40248
2023-05-19 18:17:13,680 - ice0003_2 - [INFO] - [Epoch 170]: Training Loss: 0.0017492, Valid MRR: 0.40386,
2023-05-19 18:17:14,329 - ice0003_2 - [INFO] - [E:171| 0]: Train Loss:0.0017616, Val MRR:0.40386, ice0003_2
2023-05-19 18:18:53,079 - ice0003_2 - [INFO] - [E:171| 100]: Train Loss:0.0017391, Val MRR:0.40386, ice0003_2
2023-05-19 18:20:35,119 - ice0003_2 - [INFO] - [E:171| 200]: Train Loss:0.0017439, Val MRR:0.40386, ice0003_2
2023-05-19 18:22:16,221 - ice0003_2 - [INFO] - [E:171| 300]: Train Loss:0.0017434, Val MRR:0.40386, ice0003_2
2023-05-19 18:23:58,364 - ice0003_2 - [INFO] - [E:171| 400]: Train Loss:0.0017435, Val MRR:0.40386, ice0003_2
2023-05-19 18:25:40,166 - ice0003_2 - [INFO] - [E:171| 500]: Train Loss:0.0017447, Val MRR:0.40386, ice0003_2
2023-05-19 18:27:12,939 - ice0003_2 - [INFO] - [E:171| 600]: Train Loss:0.0017452, Val MRR:0.40386, ice0003_2
2023-05-19 18:28:55,342 - ice0003_2 - [INFO] - [E:171| 700]: Train Loss:0.0017466, Val MRR:0.40386, ice0003_2
2023-05-19 18:30:38,395 - ice0003_2 - [INFO] - [E:171| 800]: Train Loss:0.0017469, Val MRR:0.40386, ice0003_2
2023-05-19 18:32:20,906 - ice0003_2 - [INFO] - [E:171| 900]: Train Loss:0.0017473, Val MRR:0.40386, ice0003_2
2023-05-19 18:33:32,629 - ice0003_2 - [INFO] - [Epoch:171]: Training Loss:0.001748
2023-05-19 18:33:32,968 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 18:33:56,199 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 18:34:19,248 - ice0003_2 - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.42507, Head : 0.37977, Avg : 0.40242
2023-05-19 18:34:19,248 - ice0003_2 - [INFO] - [Epoch 171]: Training Loss: 0.001748, Valid MRR: 0.40386,
2023-05-19 18:34:20,057 - ice0003_2 - [INFO] - [E:172| 0]: Train Loss:0.0017994, Val MRR:0.40386, ice0003_2
2023-05-19 18:35:51,305 - ice0003_2 - [INFO] - [E:172| 100]: Train Loss:0.0017427, Val MRR:0.40386, ice0003_2
2023-05-19 18:37:33,190 - ice0003_2 - [INFO] - [E:172| 200]: Train Loss:0.0017423, Val MRR:0.40386, ice0003_2
2023-05-19 18:39:16,035 - ice0003_2 - [INFO] - [E:172| 300]: Train Loss:0.0017416, Val MRR:0.40386, ice0003_2
2023-05-19 18:40:58,798 - ice0003_2 - [INFO] - [E:172| 400]: Train Loss:0.0017423, Val MRR:0.40386, ice0003_2
2023-05-19 18:42:41,890 - ice0003_2 - [INFO] - [E:172| 500]: Train Loss:0.001744, Val MRR:0.40386, ice0003_2
2023-05-19 18:44:14,815 - ice0003_2 - [INFO] - [E:172| 600]: Train Loss:0.0017451, Val MRR:0.40386, ice0003_2
2023-05-19 18:45:57,698 - ice0003_2 - [INFO] - [E:172| 700]: Train Loss:0.0017462, Val MRR:0.40386, ice0003_2
2023-05-19 18:47:39,821 - ice0003_2 - [INFO] - [E:172| 800]: Train Loss:0.0017469, Val MRR:0.40386, ice0003_2
2023-05-19 18:49:25,084 - ice0003_2 - [INFO] - [E:172| 900]: Train Loss:0.0017472, Val MRR:0.40386, ice0003_2
2023-05-19 18:50:36,355 - ice0003_2 - [INFO] - [Epoch:172]: Training Loss:0.001748
2023-05-19 18:50:36,700 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 18:51:00,007 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 18:51:22,995 - ice0003_2 - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.42492, Head : 0.37967, Avg : 0.4023
2023-05-19 18:51:22,995 - ice0003_2 - [INFO] - [Epoch 172]: Training Loss: 0.0017478, Valid MRR: 0.40386,
2023-05-19 18:51:23,855 - ice0003_2 - [INFO] - [E:173| 0]: Train Loss:0.0017421, Val MRR:0.40386, ice0003_2
2023-05-19 18:52:56,150 - ice0003_2 - [INFO] - [E:173| 100]: Train Loss:0.0017435, Val MRR:0.40386, ice0003_2
2023-05-19 18:54:39,239 - ice0003_2 - [INFO] - [E:173| 200]: Train Loss:0.001744, Val MRR:0.40386, ice0003_2
2023-05-19 18:56:21,812 - ice0003_2 - [INFO] - [E:173| 300]: Train Loss:0.0017438, Val MRR:0.40386, ice0003_2
2023-05-19 18:58:04,554 - ice0003_2 - [INFO] - [E:173| 400]: Train Loss:0.0017443, Val MRR:0.40386, ice0003_2
2023-05-19 18:59:47,350 - ice0003_2 - [INFO] - [E:173| 500]: Train Loss:0.0017437, Val MRR:0.40386, ice0003_2
2023-05-19 19:01:19,783 - ice0003_2 - [INFO] - [E:173| 600]: Train Loss:0.0017443, Val MRR:0.40386, ice0003_2
2023-05-19 19:03:02,199 - ice0003_2 - [INFO] - [E:173| 700]: Train Loss:0.0017454, Val MRR:0.40386, ice0003_2
2023-05-19 19:04:43,503 - ice0003_2 - [INFO] - [E:173| 800]: Train Loss:0.0017452, Val MRR:0.40386, ice0003_2
2023-05-19 19:06:25,665 - ice0003_2 - [INFO] - [E:173| 900]: Train Loss:0.0017459, Val MRR:0.40386, ice0003_2
2023-05-19 19:07:38,157 - ice0003_2 - [INFO] - [Epoch:173]: Training Loss:0.001747
2023-05-19 19:07:38,438 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 19:08:01,655 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 19:08:24,805 - ice0003_2 - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.4251, Head : 0.38048, Avg : 0.40279
2023-05-19 19:08:24,805 - ice0003_2 - [INFO] - [Epoch 173]: Training Loss: 0.0017465, Valid MRR: 0.40386,
2023-05-19 19:08:26,001 - ice0003_2 - [INFO] - [E:174| 0]: Train Loss:0.0016865, Val MRR:0.40386, ice0003_2
2023-05-19 19:09:58,257 - ice0003_2 - [INFO] - [E:174| 100]: Train Loss:0.0017403, Val MRR:0.40386, ice0003_2
2023-05-19 19:11:40,814 - ice0003_2 - [INFO] - [E:174| 200]: Train Loss:0.0017401, Val MRR:0.40386, ice0003_2
2023-05-19 19:13:23,902 - ice0003_2 - [INFO] - [E:174| 300]: Train Loss:0.0017405, Val MRR:0.40386, ice0003_2
2023-05-19 19:15:06,357 - ice0003_2 - [INFO] - [E:174| 400]: Train Loss:0.0017413, Val MRR:0.40386, ice0003_2
2023-05-19 19:16:49,187 - ice0003_2 - [INFO] - [E:174| 500]: Train Loss:0.0017409, Val MRR:0.40386, ice0003_2
2023-05-19 19:18:25,307 - ice0003_2 - [INFO] - [E:174| 600]: Train Loss:0.0017422, Val MRR:0.40386, ice0003_2
2023-05-19 19:20:03,511 - ice0003_2 - [INFO] - [E:174| 700]: Train Loss:0.0017435, Val MRR:0.40386, ice0003_2
2023-05-19 19:21:45,818 - ice0003_2 - [INFO] - [E:174| 800]: Train Loss:0.0017442, Val MRR:0.40386, ice0003_2
2023-05-19 19:23:28,330 - ice0003_2 - [INFO] - [E:174| 900]: Train Loss:0.0017451, Val MRR:0.40386, ice0003_2
2023-05-19 19:24:40,076 - ice0003_2 - [INFO] - [Epoch:174]: Training Loss:0.001746
2023-05-19 19:24:40,594 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 19:25:03,747 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 19:25:26,538 - ice0003_2 - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.4275, Head : 0.38146, Avg : 0.40448
2023-05-19 19:25:27,874 - ice0003_2 - [INFO] - [Epoch 174]: Training Loss: 0.0017457, Valid MRR: 0.40448,
2023-05-19 19:25:28,647 - ice0003_2 - [INFO] - [E:175| 0]: Train Loss:0.0017374, Val MRR:0.40448, ice0003_2
2023-05-19 19:27:03,848 - ice0003_2 - [INFO] - [E:175| 100]: Train Loss:0.0017437, Val MRR:0.40448, ice0003_2
2023-05-19 19:28:43,793 - ice0003_2 - [INFO] - [E:175| 200]: Train Loss:0.0017416, Val MRR:0.40448, ice0003_2
2023-05-19 19:30:26,451 - ice0003_2 - [INFO] - [E:175| 300]: Train Loss:0.0017419, Val MRR:0.40448, ice0003_2
2023-05-19 19:32:09,381 - ice0003_2 - [INFO] - [E:175| 400]: Train Loss:0.0017417, Val MRR:0.40448, ice0003_2
2023-05-19 19:33:51,295 - ice0003_2 - [INFO] - [E:175| 500]: Train Loss:0.0017422, Val MRR:0.40448, ice0003_2
2023-05-19 19:35:33,008 - ice0003_2 - [INFO] - [E:175| 600]: Train Loss:0.0017423, Val MRR:0.40448, ice0003_2
2023-05-19 19:37:07,415 - ice0003_2 - [INFO] - [E:175| 700]: Train Loss:0.0017434, Val MRR:0.40448, ice0003_2
2023-05-19 19:38:51,421 - ice0003_2 - [INFO] - [E:175| 800]: Train Loss:0.0017439, Val MRR:0.40448, ice0003_2
2023-05-19 19:40:33,510 - ice0003_2 - [INFO] - [E:175| 900]: Train Loss:0.0017445, Val MRR:0.40448, ice0003_2
2023-05-19 19:41:45,459 - ice0003_2 - [INFO] - [Epoch:175]: Training Loss:0.001745
2023-05-19 19:41:45,803 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 19:42:09,607 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 19:42:32,614 - ice0003_2 - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.42811, Head : 0.37885, Avg : 0.40348
2023-05-19 19:42:32,614 - ice0003_2 - [INFO] - [Epoch 175]: Training Loss: 0.001745, Valid MRR: 0.40448,
2023-05-19 19:42:33,797 - ice0003_2 - [INFO] - [E:176| 0]: Train Loss:0.0017569, Val MRR:0.40448, ice0003_2
2023-05-19 19:44:16,420 - ice0003_2 - [INFO] - [E:176| 100]: Train Loss:0.0017395, Val MRR:0.40448, ice0003_2
2023-05-19 19:45:49,039 - ice0003_2 - [INFO] - [E:176| 200]: Train Loss:0.0017391, Val MRR:0.40448, ice0003_2
2023-05-19 19:47:31,558 - ice0003_2 - [INFO] - [E:176| 300]: Train Loss:0.0017391, Val MRR:0.40448, ice0003_2
2023-05-19 19:49:13,561 - ice0003_2 - [INFO] - [E:176| 400]: Train Loss:0.0017401, Val MRR:0.40448, ice0003_2
2023-05-19 19:50:56,827 - ice0003_2 - [INFO] - [E:176| 500]: Train Loss:0.0017404, Val MRR:0.40448, ice0003_2
2023-05-19 19:52:39,732 - ice0003_2 - [INFO] - [E:176| 600]: Train Loss:0.0017413, Val MRR:0.40448, ice0003_2
2023-05-19 19:54:11,813 - ice0003_2 - [INFO] - [E:176| 700]: Train Loss:0.0017417, Val MRR:0.40448, ice0003_2
2023-05-19 19:55:54,890 - ice0003_2 - [INFO] - [E:176| 800]: Train Loss:0.0017423, Val MRR:0.40448, ice0003_2
2023-05-19 19:57:37,873 - ice0003_2 - [INFO] - [E:176| 900]: Train Loss:0.0017432, Val MRR:0.40448, ice0003_2
2023-05-19 19:58:50,611 - ice0003_2 - [INFO] - [Epoch:176]: Training Loss:0.001744
2023-05-19 19:58:51,085 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 19:59:14,239 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 19:59:37,367 - ice0003_2 - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.42638, Head : 0.37904, Avg : 0.40271
2023-05-19 19:59:37,367 - ice0003_2 - [INFO] - [Epoch 176]: Training Loss: 0.0017437, Valid MRR: 0.40448,
2023-05-19 19:59:38,396 - ice0003_2 - [INFO] - [E:177| 0]: Train Loss:0.0017714, Val MRR:0.40448, ice0003_2
2023-05-19 20:01:21,641 - ice0003_2 - [INFO] - [E:177| 100]: Train Loss:0.0017408, Val MRR:0.40448, ice0003_2
2023-05-19 20:02:53,534 - ice0003_2 - [INFO] - [E:177| 200]: Train Loss:0.0017385, Val MRR:0.40448, ice0003_2
2023-05-19 20:04:35,308 - ice0003_2 - [INFO] - [E:177| 300]: Train Loss:0.0017379, Val MRR:0.40448, ice0003_2
2023-05-19 20:06:18,163 - ice0003_2 - [INFO] - [E:177| 400]: Train Loss:0.0017385, Val MRR:0.40448, ice0003_2
2023-05-19 20:08:01,079 - ice0003_2 - [INFO] - [E:177| 500]: Train Loss:0.0017393, Val MRR:0.40448, ice0003_2
2023-05-19 20:09:43,607 - ice0003_2 - [INFO] - [E:177| 600]: Train Loss:0.00174, Val MRR:0.40448, ice0003_2
2023-05-19 20:11:16,198 - ice0003_2 - [INFO] - [E:177| 700]: Train Loss:0.0017409, Val MRR:0.40448, ice0003_2
2023-05-19 20:12:58,270 - ice0003_2 - [INFO] - [E:177| 800]: Train Loss:0.0017414, Val MRR:0.40448, ice0003_2
2023-05-19 20:14:40,119 - ice0003_2 - [INFO] - [E:177| 900]: Train Loss:0.001742, Val MRR:0.40448, ice0003_2
2023-05-19 20:15:52,092 - ice0003_2 - [INFO] - [Epoch:177]: Training Loss:0.001743
2023-05-19 20:15:52,579 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 20:16:15,392 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 20:16:37,829 - ice0003_2 - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.42654, Head : 0.38038, Avg : 0.40346
2023-05-19 20:16:37,829 - ice0003_2 - [INFO] - [Epoch 177]: Training Loss: 0.0017426, Valid MRR: 0.40448,
2023-05-19 20:16:39,033 - ice0003_2 - [INFO] - [E:178| 0]: Train Loss:0.0017237, Val MRR:0.40448, ice0003_2
2023-05-19 20:18:19,752 - ice0003_2 - [INFO] - [E:178| 100]: Train Loss:0.0017381, Val MRR:0.40448, ice0003_2
2023-05-19 20:19:52,315 - ice0003_2 - [INFO] - [E:178| 200]: Train Loss:0.001738, Val MRR:0.40448, ice0003_2
2023-05-19 20:21:35,718 - ice0003_2 - [INFO] - [E:178| 300]: Train Loss:0.0017368, Val MRR:0.40448, ice0003_2
2023-05-19 20:23:19,306 - ice0003_2 - [INFO] - [E:178| 400]: Train Loss:0.0017373, Val MRR:0.40448, ice0003_2
2023-05-19 20:25:02,076 - ice0003_2 - [INFO] - [E:178| 500]: Train Loss:0.0017389, Val MRR:0.40448, ice0003_2
2023-05-19 20:26:47,996 - ice0003_2 - [INFO] - [E:178| 600]: Train Loss:0.0017399, Val MRR:0.40448, ice0003_2
2023-05-19 20:28:22,470 - ice0003_2 - [INFO] - [E:178| 700]: Train Loss:0.0017404, Val MRR:0.40448, ice0003_2
2023-05-19 20:30:03,227 - ice0003_2 - [INFO] - [E:178| 800]: Train Loss:0.0017411, Val MRR:0.40448, ice0003_2
2023-05-19 20:31:44,494 - ice0003_2 - [INFO] - [E:178| 900]: Train Loss:0.0017414, Val MRR:0.40448, ice0003_2
2023-05-19 20:32:55,239 - ice0003_2 - [INFO] - [Epoch:178]: Training Loss:0.001742
2023-05-19 20:32:55,499 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 20:33:18,611 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 20:33:41,490 - ice0003_2 - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.42804, Head : 0.38093, Avg : 0.40449
2023-05-19 20:33:42,913 - ice0003_2 - [INFO] - [Epoch 178]: Training Loss: 0.0017423, Valid MRR: 0.40449,
2023-05-19 20:33:44,121 - ice0003_2 - [INFO] - [E:179| 0]: Train Loss:0.0017504, Val MRR:0.40449, ice0003_2
2023-05-19 20:35:26,516 - ice0003_2 - [INFO] - [E:179| 100]: Train Loss:0.0017351, Val MRR:0.40449, ice0003_2
2023-05-19 20:37:01,763 - ice0003_2 - [INFO] - [E:179| 200]: Train Loss:0.0017369, Val MRR:0.40449, ice0003_2
2023-05-19 20:38:41,867 - ice0003_2 - [INFO] - [E:179| 300]: Train Loss:0.0017365, Val MRR:0.40449, ice0003_2
2023-05-19 20:40:24,809 - ice0003_2 - [INFO] - [E:179| 400]: Train Loss:0.0017366, Val MRR:0.40449, ice0003_2
2023-05-19 20:42:07,871 - ice0003_2 - [INFO] - [E:179| 500]: Train Loss:0.0017374, Val MRR:0.40449, ice0003_2
2023-05-19 20:43:50,640 - ice0003_2 - [INFO] - [E:179| 600]: Train Loss:0.0017383, Val MRR:0.40449, ice0003_2
2023-05-19 20:45:32,527 - ice0003_2 - [INFO] - [E:179| 700]: Train Loss:0.0017389, Val MRR:0.40449, ice0003_2
2023-05-19 20:47:04,552 - ice0003_2 - [INFO] - [E:179| 800]: Train Loss:0.0017397, Val MRR:0.40449, ice0003_2
2023-05-19 20:48:46,920 - ice0003_2 - [INFO] - [E:179| 900]: Train Loss:0.001741, Val MRR:0.40449, ice0003_2
2023-05-19 20:49:58,576 - ice0003_2 - [INFO] - [Epoch:179]: Training Loss:0.001741
2023-05-19 20:49:58,973 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 20:50:22,541 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 20:50:45,462 - ice0003_2 - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.42908, Head : 0.37986, Avg : 0.40447
MR: Tail : 370.03, Head : 405.53, Avg : 387.78
Hit-1: Tail : 0.32116, Head : 0.27346, Avg : 0.29731
Hit-3: Tail : 0.48416, Head : 0.42857, Avg : 0.45637
Hit-10: Tail : 0.63685, Head : 0.58818, Avg : 0.61251
2023-05-19 20:50:45,462 - ice0003_2 - [INFO] - [Epoch 179]: Training Loss: 0.0017413, Valid MRR: 0.40449,
2023-05-19 20:50:46,302 - ice0003_2 - [INFO] - [E:180| 0]: Train Loss:0.0017162, Val MRR:0.40449, ice0003_2
2023-05-19 20:52:28,390 - ice0003_2 - [INFO] - [E:180| 100]: Train Loss:0.0017323, Val MRR:0.40449, ice0003_2
2023-05-19 20:54:10,640 - ice0003_2 - [INFO] - [E:180| 200]: Train Loss:0.0017343, Val MRR:0.40449, ice0003_2
2023-05-19 20:55:43,553 - ice0003_2 - [INFO] - [E:180| 300]: Train Loss:0.0017349, Val MRR:0.40449, ice0003_2
2023-05-19 20:57:25,958 - ice0003_2 - [INFO] - [E:180| 400]: Train Loss:0.0017353, Val MRR:0.40449, ice0003_2
2023-05-19 20:59:08,620 - ice0003_2 - [INFO] - [E:180| 500]: Train Loss:0.0017358, Val MRR:0.40449, ice0003_2
2023-05-19 21:00:50,000 - ice0003_2 - [INFO] - [E:180| 600]: Train Loss:0.0017368, Val MRR:0.40449, ice0003_2
2023-05-19 21:02:31,914 - ice0003_2 - [INFO] - [E:180| 700]: Train Loss:0.001738, Val MRR:0.40449, ice0003_2
2023-05-19 21:04:04,465 - ice0003_2 - [INFO] - [E:180| 800]: Train Loss:0.0017385, Val MRR:0.40449, ice0003_2
2023-05-19 21:05:46,718 - ice0003_2 - [INFO] - [E:180| 900]: Train Loss:0.0017394, Val MRR:0.40449, ice0003_2
2023-05-19 21:06:58,289 - ice0003_2 - [INFO] - [Epoch:180]: Training Loss:0.00174
2023-05-19 21:06:58,623 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 21:07:21,979 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 21:07:44,856 - ice0003_2 - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.42703, Head : 0.38059, Avg : 0.40381
2023-05-19 21:07:44,856 - ice0003_2 - [INFO] - [Epoch 180]: Training Loss: 0.0017401, Valid MRR: 0.40449,
2023-05-19 21:07:46,053 - ice0003_2 - [INFO] - [E:181| 0]: Train Loss:0.0017342, Val MRR:0.40449, ice0003_2
2023-05-19 21:09:28,865 - ice0003_2 - [INFO] - [E:181| 100]: Train Loss:0.0017345, Val MRR:0.40449, ice0003_2
2023-05-19 21:11:11,888 - ice0003_2 - [INFO] - [E:181| 200]: Train Loss:0.0017325, Val MRR:0.40449, ice0003_2
2023-05-19 21:12:44,488 - ice0003_2 - [INFO] - [E:181| 300]: Train Loss:0.0017315, Val MRR:0.40449, ice0003_2
2023-05-19 21:14:28,578 - ice0003_2 - [INFO] - [E:181| 400]: Train Loss:0.0017335, Val MRR:0.40449, ice0003_2
2023-05-19 21:16:09,557 - ice0003_2 - [INFO] - [E:181| 500]: Train Loss:0.0017348, Val MRR:0.40449, ice0003_2
2023-05-19 21:17:52,033 - ice0003_2 - [INFO] - [E:181| 600]: Train Loss:0.0017357, Val MRR:0.40449, ice0003_2
2023-05-19 21:19:34,378 - ice0003_2 - [INFO] - [E:181| 700]: Train Loss:0.0017367, Val MRR:0.40449, ice0003_2
2023-05-19 21:21:06,460 - ice0003_2 - [INFO] - [E:181| 800]: Train Loss:0.0017381, Val MRR:0.40449, ice0003_2
2023-05-19 21:22:48,440 - ice0003_2 - [INFO] - [E:181| 900]: Train Loss:0.001739, Val MRR:0.40449, ice0003_2
2023-05-19 21:24:00,227 - ice0003_2 - [INFO] - [Epoch:181]: Training Loss:0.001739
2023-05-19 21:24:00,551 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 21:24:23,482 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 21:24:46,175 - ice0003_2 - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.4271, Head : 0.38022, Avg : 0.40366
2023-05-19 21:24:46,175 - ice0003_2 - [INFO] - [Epoch 181]: Training Loss: 0.0017393, Valid MRR: 0.40449,
2023-05-19 21:24:47,372 - ice0003_2 - [INFO] - [E:182| 0]: Train Loss:0.001775, Val MRR:0.40449, ice0003_2
2023-05-19 21:26:29,263 - ice0003_2 - [INFO] - [E:182| 100]: Train Loss:0.0017309, Val MRR:0.40449, ice0003_2
2023-05-19 21:28:11,148 - ice0003_2 - [INFO] - [E:182| 200]: Train Loss:0.0017325, Val MRR:0.40449, ice0003_2
2023-05-19 21:29:42,071 - ice0003_2 - [INFO] - [E:182| 300]: Train Loss:0.0017324, Val MRR:0.40449, ice0003_2
2023-05-19 21:31:24,017 - ice0003_2 - [INFO] - [E:182| 400]: Train Loss:0.0017345, Val MRR:0.40449, ice0003_2
2023-05-19 21:33:05,941 - ice0003_2 - [INFO] - [E:182| 500]: Train Loss:0.0017351, Val MRR:0.40449, ice0003_2
2023-05-19 21:34:48,003 - ice0003_2 - [INFO] - [E:182| 600]: Train Loss:0.0017361, Val MRR:0.40449, ice0003_2
2023-05-19 21:36:29,955 - ice0003_2 - [INFO] - [E:182| 700]: Train Loss:0.0017365, Val MRR:0.40449, ice0003_2
2023-05-19 21:38:05,101 - ice0003_2 - [INFO] - [E:182| 800]: Train Loss:0.0017374, Val MRR:0.40449, ice0003_2
2023-05-19 21:39:45,135 - ice0003_2 - [INFO] - [E:182| 900]: Train Loss:0.0017383, Val MRR:0.40449, ice0003_2
2023-05-19 21:40:57,096 - ice0003_2 - [INFO] - [Epoch:182]: Training Loss:0.001739
2023-05-19 21:40:57,577 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 21:41:21,160 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 21:41:43,994 - ice0003_2 - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.42517, Head : 0.37969, Avg : 0.40243
2023-05-19 21:41:43,994 - ice0003_2 - [INFO] - [Epoch 182]: Training Loss: 0.0017387, Valid MRR: 0.40449,
2023-05-19 21:41:45,197 - ice0003_2 - [INFO] - [E:183| 0]: Train Loss:0.0017546, Val MRR:0.40449, ice0003_2
2023-05-19 21:43:27,296 - ice0003_2 - [INFO] - [E:183| 100]: Train Loss:0.0017324, Val MRR:0.40449, ice0003_2
2023-05-19 21:45:08,847 - ice0003_2 - [INFO] - [E:183| 200]: Train Loss:0.0017318, Val MRR:0.40449, ice0003_2
2023-05-19 21:46:44,779 - ice0003_2 - [INFO] - [E:183| 300]: Train Loss:0.0017311, Val MRR:0.40449, ice0003_2
2023-05-19 21:48:24,017 - ice0003_2 - [INFO] - [E:183| 400]: Train Loss:0.001733, Val MRR:0.40449, ice0003_2
2023-05-19 21:50:06,479 - ice0003_2 - [INFO] - [E:183| 500]: Train Loss:0.0017338, Val MRR:0.40449, ice0003_2
2023-05-19 21:51:48,825 - ice0003_2 - [INFO] - [E:183| 600]: Train Loss:0.001735, Val MRR:0.40449, ice0003_2
2023-05-19 21:53:31,115 - ice0003_2 - [INFO] - [E:183| 700]: Train Loss:0.0017361, Val MRR:0.40449, ice0003_2
2023-05-19 21:55:13,441 - ice0003_2 - [INFO] - [E:183| 800]: Train Loss:0.0017368, Val MRR:0.40449, ice0003_2
2023-05-19 21:56:46,005 - ice0003_2 - [INFO] - [E:183| 900]: Train Loss:0.0017374, Val MRR:0.40449, ice0003_2
2023-05-19 21:57:57,362 - ice0003_2 - [INFO] - [Epoch:183]: Training Loss:0.001738
2023-05-19 21:57:57,706 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 21:58:20,970 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 21:58:43,900 - ice0003_2 - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.42626, Head : 0.37972, Avg : 0.40299
2023-05-19 21:58:43,900 - ice0003_2 - [INFO] - [Epoch 183]: Training Loss: 0.0017375, Valid MRR: 0.40449,
2023-05-19 21:58:44,740 - ice0003_2 - [INFO] - [E:184| 0]: Train Loss:0.0017251, Val MRR:0.40449, ice0003_2
2023-05-19 22:00:27,059 - ice0003_2 - [INFO] - [E:184| 100]: Train Loss:0.0017328, Val MRR:0.40449, ice0003_2
2023-05-19 22:02:12,609 - ice0003_2 - [INFO] - [E:184| 200]: Train Loss:0.0017305, Val MRR:0.40449, ice0003_2
2023-05-19 22:03:55,409 - ice0003_2 - [INFO] - [E:184| 300]: Train Loss:0.0017326, Val MRR:0.40449, ice0003_2
2023-05-19 22:05:28,053 - ice0003_2 - [INFO] - [E:184| 400]: Train Loss:0.0017329, Val MRR:0.40449, ice0003_2
2023-05-19 22:07:10,041 - ice0003_2 - [INFO] - [E:184| 500]: Train Loss:0.0017339, Val MRR:0.40449, ice0003_2
2023-05-19 22:08:51,952 - ice0003_2 - [INFO] - [E:184| 600]: Train Loss:0.0017342, Val MRR:0.40449, ice0003_2
2023-05-19 22:10:33,975 - ice0003_2 - [INFO] - [E:184| 700]: Train Loss:0.0017345, Val MRR:0.40449, ice0003_2
2023-05-19 22:12:15,238 - ice0003_2 - [INFO] - [E:184| 800]: Train Loss:0.0017354, Val MRR:0.40449, ice0003_2
2023-05-19 22:13:46,594 - ice0003_2 - [INFO] - [E:184| 900]: Train Loss:0.0017363, Val MRR:0.40449, ice0003_2
2023-05-19 22:14:58,470 - ice0003_2 - [INFO] - [Epoch:184]: Training Loss:0.001737
2023-05-19 22:14:58,815 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 22:15:22,404 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 22:15:45,838 - ice0003_2 - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.42648, Head : 0.38159, Avg : 0.40404
2023-05-19 22:15:45,838 - ice0003_2 - [INFO] - [Epoch 184]: Training Loss: 0.0017367, Valid MRR: 0.40449,
2023-05-19 22:15:46,989 - ice0003_2 - [INFO] - [E:185| 0]: Train Loss:0.0017037, Val MRR:0.40449, ice0003_2
2023-05-19 22:17:29,366 - ice0003_2 - [INFO] - [E:185| 100]: Train Loss:0.0017332, Val MRR:0.40449, ice0003_2
2023-05-19 22:19:11,358 - ice0003_2 - [INFO] - [E:185| 200]: Train Loss:0.0017319, Val MRR:0.40449, ice0003_2
2023-05-19 22:20:53,270 - ice0003_2 - [INFO] - [E:185| 300]: Train Loss:0.0017315, Val MRR:0.40449, ice0003_2
2023-05-19 22:22:25,740 - ice0003_2 - [INFO] - [E:185| 400]: Train Loss:0.0017339, Val MRR:0.40449, ice0003_2
2023-05-19 22:24:09,039 - ice0003_2 - [INFO] - [E:185| 500]: Train Loss:0.0017339, Val MRR:0.40449, ice0003_2
2023-05-19 22:25:51,666 - ice0003_2 - [INFO] - [E:185| 600]: Train Loss:0.001734, Val MRR:0.40449, ice0003_2
2023-05-19 22:27:33,192 - ice0003_2 - [INFO] - [E:185| 700]: Train Loss:0.0017352, Val MRR:0.40449, ice0003_2
2023-05-19 22:29:15,986 - ice0003_2 - [INFO] - [E:185| 800]: Train Loss:0.0017358, Val MRR:0.40449, ice0003_2
2023-05-19 22:30:48,435 - ice0003_2 - [INFO] - [E:185| 900]: Train Loss:0.0017359, Val MRR:0.40449, ice0003_2
2023-05-19 22:32:01,451 - ice0003_2 - [INFO] - [Epoch:185]: Training Loss:0.001736
2023-05-19 22:32:01,817 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 22:32:25,488 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 22:32:48,726 - ice0003_2 - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.42649, Head : 0.37975, Avg : 0.40312
2023-05-19 22:32:48,727 - ice0003_2 - [INFO] - [Epoch 185]: Training Loss: 0.0017365, Valid MRR: 0.40449,
2023-05-19 22:32:49,755 - ice0003_2 - [INFO] - [E:186| 0]: Train Loss:0.0017431, Val MRR:0.40449, ice0003_2
2023-05-19 22:34:32,878 - ice0003_2 - [INFO] - [E:186| 100]: Train Loss:0.0017345, Val MRR:0.40449, ice0003_2
2023-05-19 22:36:14,965 - ice0003_2 - [INFO] - [E:186| 200]: Train Loss:0.0017312, Val MRR:0.40449, ice0003_2
2023-05-19 22:37:57,166 - ice0003_2 - [INFO] - [E:186| 300]: Train Loss:0.0017313, Val MRR:0.40449, ice0003_2
2023-05-19 22:39:30,097 - ice0003_2 - [INFO] - [E:186| 400]: Train Loss:0.0017322, Val MRR:0.40449, ice0003_2
2023-05-19 22:41:11,542 - ice0003_2 - [INFO] - [E:186| 500]: Train Loss:0.0017329, Val MRR:0.40449, ice0003_2
2023-05-19 22:42:53,732 - ice0003_2 - [INFO] - [E:186| 600]: Train Loss:0.0017331, Val MRR:0.40449, ice0003_2
2023-05-19 22:44:36,478 - ice0003_2 - [INFO] - [E:186| 700]: Train Loss:0.0017333, Val MRR:0.40449, ice0003_2
2023-05-19 22:46:19,358 - ice0003_2 - [INFO] - [E:186| 800]: Train Loss:0.0017339, Val MRR:0.40449, ice0003_2
2023-05-19 22:47:57,616 - ice0003_2 - [INFO] - [E:186| 900]: Train Loss:0.0017347, Val MRR:0.40449, ice0003_2
2023-05-19 22:49:03,842 - ice0003_2 - [INFO] - [Epoch:186]: Training Loss:0.001735
2023-05-19 22:49:04,184 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 22:49:27,783 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 22:49:50,984 - ice0003_2 - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.427, Head : 0.37893, Avg : 0.40297
2023-05-19 22:49:50,985 - ice0003_2 - [INFO] - [Epoch 186]: Training Loss: 0.001735, Valid MRR: 0.40449,
2023-05-19 22:49:51,795 - ice0003_2 - [INFO] - [E:187| 0]: Train Loss:0.0017274, Val MRR:0.40449, ice0003_2
2023-05-19 22:51:36,591 - ice0003_2 - [INFO] - [E:187| 100]: Train Loss:0.0017274, Val MRR:0.40449, ice0003_2
2023-05-19 22:53:18,708 - ice0003_2 - [INFO] - [E:187| 200]: Train Loss:0.0017292, Val MRR:0.40449, ice0003_2
2023-05-19 22:55:00,247 - ice0003_2 - [INFO] - [E:187| 300]: Train Loss:0.0017294, Val MRR:0.40449, ice0003_2
2023-05-19 22:56:40,033 - ice0003_2 - [INFO] - [E:187| 400]: Train Loss:0.00173, Val MRR:0.40449, ice0003_2
2023-05-19 22:58:13,166 - ice0003_2 - [INFO] - [E:187| 500]: Train Loss:0.0017306, Val MRR:0.40449, ice0003_2
2023-05-19 22:59:57,167 - ice0003_2 - [INFO] - [E:187| 600]: Train Loss:0.001731, Val MRR:0.40449, ice0003_2
2023-05-19 23:01:40,475 - ice0003_2 - [INFO] - [E:187| 700]: Train Loss:0.0017316, Val MRR:0.40449, ice0003_2
2023-05-19 23:03:23,357 - ice0003_2 - [INFO] - [E:187| 800]: Train Loss:0.0017327, Val MRR:0.40449, ice0003_2
2023-05-19 23:05:06,128 - ice0003_2 - [INFO] - [E:187| 900]: Train Loss:0.0017336, Val MRR:0.40449, ice0003_2
2023-05-19 23:06:08,227 - ice0003_2 - [INFO] - [Epoch:187]: Training Loss:0.001734
2023-05-19 23:06:08,500 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 23:06:31,592 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 23:06:54,820 - ice0003_2 - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.42606, Head : 0.3814, Avg : 0.40373
2023-05-19 23:06:54,820 - ice0003_2 - [INFO] - [Epoch 187]: Training Loss: 0.0017344, Valid MRR: 0.40449,
2023-05-19 23:06:55,762 - ice0003_2 - [INFO] - [E:188| 0]: Train Loss:0.0017085, Val MRR:0.40449, ice0003_2
2023-05-19 23:08:38,976 - ice0003_2 - [INFO] - [E:188| 100]: Train Loss:0.0017264, Val MRR:0.40449, ice0003_2
2023-05-19 23:10:20,752 - ice0003_2 - [INFO] - [E:188| 200]: Train Loss:0.0017291, Val MRR:0.40449, ice0003_2
2023-05-19 23:12:02,743 - ice0003_2 - [INFO] - [E:188| 300]: Train Loss:0.0017286, Val MRR:0.40449, ice0003_2
2023-05-19 23:13:45,653 - ice0003_2 - [INFO] - [E:188| 400]: Train Loss:0.00173, Val MRR:0.40449, ice0003_2
2023-05-19 23:15:18,184 - ice0003_2 - [INFO] - [E:188| 500]: Train Loss:0.0017313, Val MRR:0.40449, ice0003_2
2023-05-19 23:17:01,198 - ice0003_2 - [INFO] - [E:188| 600]: Train Loss:0.0017317, Val MRR:0.40449, ice0003_2
2023-05-19 23:18:43,224 - ice0003_2 - [INFO] - [E:188| 700]: Train Loss:0.0017327, Val MRR:0.40449, ice0003_2
2023-05-19 23:20:25,788 - ice0003_2 - [INFO] - [E:188| 800]: Train Loss:0.001733, Val MRR:0.40449, ice0003_2
2023-05-19 23:22:08,504 - ice0003_2 - [INFO] - [E:188| 900]: Train Loss:0.0017328, Val MRR:0.40449, ice0003_2
2023-05-19 23:23:10,726 - ice0003_2 - [INFO] - [Epoch:188]: Training Loss:0.001734
2023-05-19 23:23:10,988 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 23:23:34,213 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 23:23:56,803 - ice0003_2 - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.42638, Head : 0.37915, Avg : 0.40276
2023-05-19 23:23:56,803 - ice0003_2 - [INFO] - [Epoch 188]: Training Loss: 0.0017336, Valid MRR: 0.40449,
2023-05-19 23:23:58,003 - ice0003_2 - [INFO] - [E:189| 0]: Train Loss:0.0016959, Val MRR:0.40449, ice0003_2
2023-05-19 23:25:39,771 - ice0003_2 - [INFO] - [E:189| 100]: Train Loss:0.0017229, Val MRR:0.40449, ice0003_2
2023-05-19 23:27:23,195 - ice0003_2 - [INFO] - [E:189| 200]: Train Loss:0.0017256, Val MRR:0.40449, ice0003_2
2023-05-19 23:29:07,002 - ice0003_2 - [INFO] - [E:189| 300]: Train Loss:0.001728, Val MRR:0.40449, ice0003_2
2023-05-19 23:30:49,684 - ice0003_2 - [INFO] - [E:189| 400]: Train Loss:0.0017298, Val MRR:0.40449, ice0003_2
2023-05-19 23:32:21,859 - ice0003_2 - [INFO] - [E:189| 500]: Train Loss:0.0017299, Val MRR:0.40449, ice0003_2
2023-05-19 23:34:04,025 - ice0003_2 - [INFO] - [E:189| 600]: Train Loss:0.0017308, Val MRR:0.40449, ice0003_2
2023-05-19 23:35:47,091 - ice0003_2 - [INFO] - [E:189| 700]: Train Loss:0.001731, Val MRR:0.40449, ice0003_2
2023-05-19 23:37:29,664 - ice0003_2 - [INFO] - [E:189| 800]: Train Loss:0.0017313, Val MRR:0.40449, ice0003_2
2023-05-19 23:39:13,864 - ice0003_2 - [INFO] - [E:189| 900]: Train Loss:0.001732, Val MRR:0.40449, ice0003_2
2023-05-19 23:40:21,564 - ice0003_2 - [INFO] - [Epoch:189]: Training Loss:0.001733
2023-05-19 23:40:21,781 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 23:40:37,837 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 23:41:00,437 - ice0003_2 - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.42802, Head : 0.38149, Avg : 0.40476
MR: Tail : 385.91, Head : 408.93, Avg : 397.42
Hit-1: Tail : 0.32103, Head : 0.27661, Avg : 0.29882
Hit-3: Tail : 0.48185, Head : 0.42627, Avg : 0.45406
Hit-10: Tail : 0.63345, Head : 0.58818, Avg : 0.61081
2023-05-19 23:41:01,760 - ice0003_2 - [INFO] - [Epoch 189]: Training Loss: 0.0017326, Valid MRR: 0.40476,
2023-05-19 23:41:02,957 - ice0003_2 - [INFO] - [E:190| 0]: Train Loss:0.0017601, Val MRR:0.40476, ice0003_2
2023-05-19 23:42:44,507 - ice0003_2 - [INFO] - [E:190| 100]: Train Loss:0.0017243, Val MRR:0.40476, ice0003_2
2023-05-19 23:44:26,125 - ice0003_2 - [INFO] - [E:190| 200]: Train Loss:0.0017265, Val MRR:0.40476, ice0003_2
2023-05-19 23:46:08,402 - ice0003_2 - [INFO] - [E:190| 300]: Train Loss:0.0017267, Val MRR:0.40476, ice0003_2
2023-05-19 23:47:50,381 - ice0003_2 - [INFO] - [E:190| 400]: Train Loss:0.001728, Val MRR:0.40476, ice0003_2
2023-05-19 23:49:22,303 - ice0003_2 - [INFO] - [E:190| 500]: Train Loss:0.0017291, Val MRR:0.40476, ice0003_2
2023-05-19 23:51:05,454 - ice0003_2 - [INFO] - [E:190| 600]: Train Loss:0.0017297, Val MRR:0.40476, ice0003_2
2023-05-19 23:52:47,734 - ice0003_2 - [INFO] - [E:190| 700]: Train Loss:0.0017305, Val MRR:0.40476, ice0003_2
2023-05-19 23:54:29,097 - ice0003_2 - [INFO] - [E:190| 800]: Train Loss:0.001731, Val MRR:0.40476, ice0003_2
2023-05-19 23:56:12,329 - ice0003_2 - [INFO] - [E:190| 900]: Train Loss:0.0017318, Val MRR:0.40476, ice0003_2
2023-05-19 23:57:24,330 - ice0003_2 - [INFO] - [Epoch:190]: Training Loss:0.001732
2023-05-19 23:57:24,728 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-19 23:57:46,825 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-19 23:58:00,478 - ice0003_2 - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.42675, Head : 0.38209, Avg : 0.40442
2023-05-19 23:58:00,479 - ice0003_2 - [INFO] - [Epoch 190]: Training Loss: 0.0017323, Valid MRR: 0.40476,
2023-05-19 23:58:01,128 - ice0003_2 - [INFO] - [E:191| 0]: Train Loss:0.0016896, Val MRR:0.40476, ice0003_2
2023-05-19 23:59:42,936 - ice0003_2 - [INFO] - [E:191| 100]: Train Loss:0.0017277, Val MRR:0.40476, ice0003_2
2023-05-20 00:01:25,252 - ice0003_2 - [INFO] - [E:191| 200]: Train Loss:0.0017269, Val MRR:0.40476, ice0003_2
2023-05-20 00:03:07,479 - ice0003_2 - [INFO] - [E:191| 300]: Train Loss:0.0017267, Val MRR:0.40476, ice0003_2
2023-05-20 00:04:49,660 - ice0003_2 - [INFO] - [E:191| 400]: Train Loss:0.0017276, Val MRR:0.40476, ice0003_2
2023-05-20 00:06:30,565 - ice0003_2 - [INFO] - [E:191| 500]: Train Loss:0.0017275, Val MRR:0.40476, ice0003_2
2023-05-20 00:08:03,931 - ice0003_2 - [INFO] - [E:191| 600]: Train Loss:0.0017275, Val MRR:0.40476, ice0003_2
2023-05-20 00:09:45,604 - ice0003_2 - [INFO] - [E:191| 700]: Train Loss:0.0017285, Val MRR:0.40476, ice0003_2
2023-05-20 00:11:28,119 - ice0003_2 - [INFO] - [E:191| 800]: Train Loss:0.0017293, Val MRR:0.40476, ice0003_2
2023-05-20 00:13:10,491 - ice0003_2 - [INFO] - [E:191| 900]: Train Loss:0.0017302, Val MRR:0.40476, ice0003_2
2023-05-20 00:14:22,297 - ice0003_2 - [INFO] - [Epoch:191]: Training Loss:0.001731
2023-05-20 00:14:22,696 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 00:14:46,415 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 00:15:07,951 - ice0003_2 - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.4264, Head : 0.38007, Avg : 0.40324
2023-05-20 00:15:07,951 - ice0003_2 - [INFO] - [Epoch 191]: Training Loss: 0.0017307, Valid MRR: 0.40476,
2023-05-20 00:15:08,601 - ice0003_2 - [INFO] - [E:192| 0]: Train Loss:0.0017486, Val MRR:0.40476, ice0003_2
2023-05-20 00:16:42,944 - ice0003_2 - [INFO] - [E:192| 100]: Train Loss:0.0017253, Val MRR:0.40476, ice0003_2
2023-05-20 00:18:25,809 - ice0003_2 - [INFO] - [E:192| 200]: Train Loss:0.001728, Val MRR:0.40476, ice0003_2
2023-05-20 00:20:08,753 - ice0003_2 - [INFO] - [E:192| 300]: Train Loss:0.0017293, Val MRR:0.40476, ice0003_2
2023-05-20 00:21:51,105 - ice0003_2 - [INFO] - [E:192| 400]: Train Loss:0.0017285, Val MRR:0.40476, ice0003_2
2023-05-20 00:23:32,268 - ice0003_2 - [INFO] - [E:192| 500]: Train Loss:0.0017282, Val MRR:0.40476, ice0003_2
2023-05-20 00:25:03,927 - ice0003_2 - [INFO] - [E:192| 600]: Train Loss:0.0017291, Val MRR:0.40476, ice0003_2
2023-05-20 00:26:48,079 - ice0003_2 - [INFO] - [E:192| 700]: Train Loss:0.0017294, Val MRR:0.40476, ice0003_2
2023-05-20 00:28:30,369 - ice0003_2 - [INFO] - [E:192| 800]: Train Loss:0.0017297, Val MRR:0.40476, ice0003_2
2023-05-20 00:30:12,324 - ice0003_2 - [INFO] - [E:192| 900]: Train Loss:0.0017301, Val MRR:0.40476, ice0003_2
2023-05-20 00:31:24,127 - ice0003_2 - [INFO] - [Epoch:192]: Training Loss:0.00173
2023-05-20 00:31:24,517 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 00:31:48,052 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 00:32:10,892 - ice0003_2 - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.42633, Head : 0.38143, Avg : 0.40388
2023-05-20 00:32:10,892 - ice0003_2 - [INFO] - [Epoch 192]: Training Loss: 0.0017304, Valid MRR: 0.40476,
2023-05-20 00:32:12,074 - ice0003_2 - [INFO] - [E:193| 0]: Train Loss:0.0017121, Val MRR:0.40476, ice0003_2
2023-05-20 00:33:44,294 - ice0003_2 - [INFO] - [E:193| 100]: Train Loss:0.0017215, Val MRR:0.40476, ice0003_2
2023-05-20 00:35:27,038 - ice0003_2 - [INFO] - [E:193| 200]: Train Loss:0.001723, Val MRR:0.40476, ice0003_2
2023-05-20 00:37:08,776 - ice0003_2 - [INFO] - [E:193| 300]: Train Loss:0.0017239, Val MRR:0.40476, ice0003_2
2023-05-20 00:38:51,542 - ice0003_2 - [INFO] - [E:193| 400]: Train Loss:0.0017246, Val MRR:0.40476, ice0003_2
2023-05-20 00:40:34,860 - ice0003_2 - [INFO] - [E:193| 500]: Train Loss:0.0017263, Val MRR:0.40476, ice0003_2
2023-05-20 00:42:07,439 - ice0003_2 - [INFO] - [E:193| 600]: Train Loss:0.0017267, Val MRR:0.40476, ice0003_2
2023-05-20 00:43:49,742 - ice0003_2 - [INFO] - [E:193| 700]: Train Loss:0.0017274, Val MRR:0.40476, ice0003_2
2023-05-20 00:45:32,230 - ice0003_2 - [INFO] - [E:193| 800]: Train Loss:0.0017283, Val MRR:0.40476, ice0003_2
2023-05-20 00:47:15,415 - ice0003_2 - [INFO] - [E:193| 900]: Train Loss:0.0017291, Val MRR:0.40476, ice0003_2
2023-05-20 00:48:26,899 - ice0003_2 - [INFO] - [Epoch:193]: Training Loss:0.001729
2023-05-20 00:48:27,252 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 00:48:50,740 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 00:49:13,350 - ice0003_2 - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.42561, Head : 0.38116, Avg : 0.40339
2023-05-20 00:49:13,350 - ice0003_2 - [INFO] - [Epoch 193]: Training Loss: 0.0017295, Valid MRR: 0.40476,
2023-05-20 00:49:14,537 - ice0003_2 - [INFO] - [E:194| 0]: Train Loss:0.0017688, Val MRR:0.40476, ice0003_2
2023-05-20 00:50:46,921 - ice0003_2 - [INFO] - [E:194| 100]: Train Loss:0.0017224, Val MRR:0.40476, ice0003_2
2023-05-20 00:52:28,453 - ice0003_2 - [INFO] - [E:194| 200]: Train Loss:0.0017235, Val MRR:0.40476, ice0003_2
2023-05-20 00:54:10,927 - ice0003_2 - [INFO] - [E:194| 300]: Train Loss:0.0017254, Val MRR:0.40476, ice0003_2
2023-05-20 00:55:53,472 - ice0003_2 - [INFO] - [E:194| 400]: Train Loss:0.0017261, Val MRR:0.40476, ice0003_2
2023-05-20 00:57:36,220 - ice0003_2 - [INFO] - [E:194| 500]: Train Loss:0.0017265, Val MRR:0.40476, ice0003_2
2023-05-20 00:59:09,411 - ice0003_2 - [INFO] - [E:194| 600]: Train Loss:0.0017271, Val MRR:0.40476, ice0003_2
2023-05-20 01:00:52,673 - ice0003_2 - [INFO] - [E:194| 700]: Train Loss:0.0017277, Val MRR:0.40476, ice0003_2
2023-05-20 01:02:36,407 - ice0003_2 - [INFO] - [E:194| 800]: Train Loss:0.0017283, Val MRR:0.40476, ice0003_2
2023-05-20 01:04:19,560 - ice0003_2 - [INFO] - [E:194| 900]: Train Loss:0.0017288, Val MRR:0.40476, ice0003_2
2023-05-20 01:05:31,173 - ice0003_2 - [INFO] - [Epoch:194]: Training Loss:0.001729
2023-05-20 01:05:31,434 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 01:05:54,079 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 01:06:16,921 - ice0003_2 - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.42813, Head : 0.38222, Avg : 0.40517
2023-05-20 01:06:19,746 - ice0003_2 - [INFO] - [Epoch 194]: Training Loss: 0.001729, Valid MRR: 0.40517,
2023-05-20 01:06:20,947 - ice0003_2 - [INFO] - [E:195| 0]: Train Loss:0.0016908, Val MRR:0.40517, ice0003_2
2023-05-20 01:07:52,926 - ice0003_2 - [INFO] - [E:195| 100]: Train Loss:0.0017208, Val MRR:0.40517, ice0003_2
2023-05-20 01:09:35,657 - ice0003_2 - [INFO] - [E:195| 200]: Train Loss:0.0017216, Val MRR:0.40517, ice0003_2
2023-05-20 01:11:17,630 - ice0003_2 - [INFO] - [E:195| 300]: Train Loss:0.0017223, Val MRR:0.40517, ice0003_2
2023-05-20 01:12:59,610 - ice0003_2 - [INFO] - [E:195| 400]: Train Loss:0.0017237, Val MRR:0.40517, ice0003_2
2023-05-20 01:14:44,522 - ice0003_2 - [INFO] - [E:195| 500]: Train Loss:0.001724, Val MRR:0.40517, ice0003_2
2023-05-20 01:16:23,299 - ice0003_2 - [INFO] - [E:195| 600]: Train Loss:0.001725, Val MRR:0.40517, ice0003_2
2023-05-20 01:17:59,091 - ice0003_2 - [INFO] - [E:195| 700]: Train Loss:0.0017259, Val MRR:0.40517, ice0003_2
2023-05-20 01:19:40,733 - ice0003_2 - [INFO] - [E:195| 800]: Train Loss:0.0017264, Val MRR:0.40517, ice0003_2
2023-05-20 01:21:22,459 - ice0003_2 - [INFO] - [E:195| 900]: Train Loss:0.0017273, Val MRR:0.40517, ice0003_2
2023-05-20 01:22:34,163 - ice0003_2 - [INFO] - [Epoch:195]: Training Loss:0.001728
2023-05-20 01:22:34,615 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 01:22:58,234 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 01:23:20,959 - ice0003_2 - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.42936, Head : 0.38082, Avg : 0.40509
2023-05-20 01:23:20,959 - ice0003_2 - [INFO] - [Epoch 195]: Training Loss: 0.0017276, Valid MRR: 0.40517,
2023-05-20 01:23:22,150 - ice0003_2 - [INFO] - [E:196| 0]: Train Loss:0.0017698, Val MRR:0.40517, ice0003_2
2023-05-20 01:25:03,510 - ice0003_2 - [INFO] - [E:196| 100]: Train Loss:0.001722, Val MRR:0.40517, ice0003_2
2023-05-20 01:26:37,333 - ice0003_2 - [INFO] - [E:196| 200]: Train Loss:0.0017236, Val MRR:0.40517, ice0003_2
2023-05-20 01:28:20,298 - ice0003_2 - [INFO] - [E:196| 300]: Train Loss:0.0017231, Val MRR:0.40517, ice0003_2
2023-05-20 01:30:03,040 - ice0003_2 - [INFO] - [E:196| 400]: Train Loss:0.0017232, Val MRR:0.40517, ice0003_2
2023-05-20 01:31:46,063 - ice0003_2 - [INFO] - [E:196| 500]: Train Loss:0.0017245, Val MRR:0.40517, ice0003_2
2023-05-20 01:33:28,608 - ice0003_2 - [INFO] - [E:196| 600]: Train Loss:0.0017251, Val MRR:0.40517, ice0003_2
2023-05-20 01:35:00,017 - ice0003_2 - [INFO] - [E:196| 700]: Train Loss:0.0017256, Val MRR:0.40517, ice0003_2
2023-05-20 01:36:42,315 - ice0003_2 - [INFO] - [E:196| 800]: Train Loss:0.0017263, Val MRR:0.40517, ice0003_2
2023-05-20 01:38:24,262 - ice0003_2 - [INFO] - [E:196| 900]: Train Loss:0.0017265, Val MRR:0.40517, ice0003_2
2023-05-20 01:39:36,355 - ice0003_2 - [INFO] - [Epoch:196]: Training Loss:0.001727
2023-05-20 01:39:36,698 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 01:40:00,443 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 01:40:23,745 - ice0003_2 - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.42701, Head : 0.38245, Avg : 0.40473
2023-05-20 01:40:23,745 - ice0003_2 - [INFO] - [Epoch 196]: Training Loss: 0.0017269, Valid MRR: 0.40517,
2023-05-20 01:40:24,531 - ice0003_2 - [INFO] - [E:197| 0]: Train Loss:0.0017117, Val MRR:0.40517, ice0003_2
2023-05-20 01:42:07,956 - ice0003_2 - [INFO] - [E:197| 100]: Train Loss:0.0017192, Val MRR:0.40517, ice0003_2
2023-05-20 01:43:40,309 - ice0003_2 - [INFO] - [E:197| 200]: Train Loss:0.0017215, Val MRR:0.40517, ice0003_2
2023-05-20 01:45:22,099 - ice0003_2 - [INFO] - [E:197| 300]: Train Loss:0.0017224, Val MRR:0.40517, ice0003_2
2023-05-20 01:47:04,046 - ice0003_2 - [INFO] - [E:197| 400]: Train Loss:0.0017232, Val MRR:0.40517, ice0003_2
2023-05-20 01:48:45,565 - ice0003_2 - [INFO] - [E:197| 500]: Train Loss:0.0017234, Val MRR:0.40517, ice0003_2
2023-05-20 01:50:26,365 - ice0003_2 - [INFO] - [E:197| 600]: Train Loss:0.0017238, Val MRR:0.40517, ice0003_2
2023-05-20 01:51:58,959 - ice0003_2 - [INFO] - [E:197| 700]: Train Loss:0.0017247, Val MRR:0.40517, ice0003_2
2023-05-20 01:53:42,821 - ice0003_2 - [INFO] - [E:197| 800]: Train Loss:0.0017251, Val MRR:0.40517, ice0003_2
2023-05-20 01:55:25,162 - ice0003_2 - [INFO] - [E:197| 900]: Train Loss:0.0017253, Val MRR:0.40517, ice0003_2
2023-05-20 01:56:36,743 - ice0003_2 - [INFO] - [Epoch:197]: Training Loss:0.001726
2023-05-20 01:56:37,256 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 01:57:00,344 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 01:57:23,188 - ice0003_2 - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.42678, Head : 0.37912, Avg : 0.40295
2023-05-20 01:57:23,189 - ice0003_2 - [INFO] - [Epoch 197]: Training Loss: 0.0017259, Valid MRR: 0.40517,
2023-05-20 01:57:24,358 - ice0003_2 - [INFO] - [E:198| 0]: Train Loss:0.0017714, Val MRR:0.40517, ice0003_2
2023-05-20 01:59:06,310 - ice0003_2 - [INFO] - [E:198| 100]: Train Loss:0.0017239, Val MRR:0.40517, ice0003_2
2023-05-20 02:00:38,274 - ice0003_2 - [INFO] - [E:198| 200]: Train Loss:0.0017211, Val MRR:0.40517, ice0003_2
2023-05-20 02:02:20,641 - ice0003_2 - [INFO] - [E:198| 300]: Train Loss:0.001722, Val MRR:0.40517, ice0003_2
2023-05-20 02:04:04,255 - ice0003_2 - [INFO] - [E:198| 400]: Train Loss:0.0017227, Val MRR:0.40517, ice0003_2
2023-05-20 02:05:46,405 - ice0003_2 - [INFO] - [E:198| 500]: Train Loss:0.0017225, Val MRR:0.40517, ice0003_2
2023-05-20 02:07:28,816 - ice0003_2 - [INFO] - [E:198| 600]: Train Loss:0.0017227, Val MRR:0.40517, ice0003_2
2023-05-20 02:09:01,634 - ice0003_2 - [INFO] - [E:198| 700]: Train Loss:0.0017233, Val MRR:0.40517, ice0003_2
2023-05-20 02:10:44,776 - ice0003_2 - [INFO] - [E:198| 800]: Train Loss:0.0017238, Val MRR:0.40517, ice0003_2
2023-05-20 02:12:27,196 - ice0003_2 - [INFO] - [E:198| 900]: Train Loss:0.0017246, Val MRR:0.40517, ice0003_2
2023-05-20 02:13:38,972 - ice0003_2 - [INFO] - [Epoch:198]: Training Loss:0.001725
2023-05-20 02:13:39,369 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 02:14:03,056 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 02:14:25,855 - ice0003_2 - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.43074, Head : 0.38159, Avg : 0.40617
2023-05-20 02:14:27,170 - ice0003_2 - [INFO] - [Epoch 198]: Training Loss: 0.0017251, Valid MRR: 0.40617,
2023-05-20 02:14:28,369 - ice0003_2 - [INFO] - [E:199| 0]: Train Loss:0.0016837, Val MRR:0.40617, ice0003_2
2023-05-20 02:16:11,383 - ice0003_2 - [INFO] - [E:199| 100]: Train Loss:0.0017233, Val MRR:0.40617, ice0003_2
2023-05-20 02:17:44,319 - ice0003_2 - [INFO] - [E:199| 200]: Train Loss:0.0017209, Val MRR:0.40617, ice0003_2
2023-05-20 02:19:25,371 - ice0003_2 - [INFO] - [E:199| 300]: Train Loss:0.001722, Val MRR:0.40617, ice0003_2
2023-05-20 02:21:07,698 - ice0003_2 - [INFO] - [E:199| 400]: Train Loss:0.0017222, Val MRR:0.40617, ice0003_2
2023-05-20 02:22:50,577 - ice0003_2 - [INFO] - [E:199| 500]: Train Loss:0.0017222, Val MRR:0.40617, ice0003_2
2023-05-20 02:24:32,862 - ice0003_2 - [INFO] - [E:199| 600]: Train Loss:0.0017221, Val MRR:0.40617, ice0003_2
2023-05-20 02:26:14,520 - ice0003_2 - [INFO] - [E:199| 700]: Train Loss:0.0017228, Val MRR:0.40617, ice0003_2
2023-05-20 02:27:47,637 - ice0003_2 - [INFO] - [E:199| 800]: Train Loss:0.0017237, Val MRR:0.40617, ice0003_2
2023-05-20 02:29:30,395 - ice0003_2 - [INFO] - [E:199| 900]: Train Loss:0.0017243, Val MRR:0.40617, ice0003_2
2023-05-20 02:30:42,910 - ice0003_2 - [INFO] - [Epoch:199]: Training Loss:0.001725
2023-05-20 02:30:43,204 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 02:31:06,495 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 02:31:29,380 - ice0003_2 - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.4285, Head : 0.38029, Avg : 0.4044
MR: Tail : 386.09, Head : 426.22, Avg : 406.15
Hit-1: Tail : 0.32213, Head : 0.27552, Avg : 0.29882
Hit-3: Tail : 0.4844, Head : 0.43148, Avg : 0.45794
Hit-10: Tail : 0.63248, Head : 0.59146, Avg : 0.61197
2023-05-20 02:31:29,380 - ice0003_2 - [INFO] - [Epoch 199]: Training Loss: 0.0017247, Valid MRR: 0.40617,
2023-05-20 02:31:30,567 - ice0003_2 - [INFO] - [E:200| 0]: Train Loss:0.0016818, Val MRR:0.40617, ice0003_2
2023-05-20 02:33:12,582 - ice0003_2 - [INFO] - [E:200| 100]: Train Loss:0.0017183, Val MRR:0.40617, ice0003_2
2023-05-20 02:34:55,377 - ice0003_2 - [INFO] - [E:200| 200]: Train Loss:0.0017189, Val MRR:0.40617, ice0003_2
2023-05-20 02:36:28,251 - ice0003_2 - [INFO] - [E:200| 300]: Train Loss:0.0017189, Val MRR:0.40617, ice0003_2
2023-05-20 02:38:10,839 - ice0003_2 - [INFO] - [E:200| 400]: Train Loss:0.0017193, Val MRR:0.40617, ice0003_2
2023-05-20 02:39:53,426 - ice0003_2 - [INFO] - [E:200| 500]: Train Loss:0.00172, Val MRR:0.40617, ice0003_2
2023-05-20 02:41:36,101 - ice0003_2 - [INFO] - [E:200| 600]: Train Loss:0.0017207, Val MRR:0.40617, ice0003_2
2023-05-20 02:43:19,147 - ice0003_2 - [INFO] - [E:200| 700]: Train Loss:0.0017216, Val MRR:0.40617, ice0003_2
2023-05-20 02:44:52,015 - ice0003_2 - [INFO] - [E:200| 800]: Train Loss:0.0017226, Val MRR:0.40617, ice0003_2
2023-05-20 02:46:33,894 - ice0003_2 - [INFO] - [E:200| 900]: Train Loss:0.0017231, Val MRR:0.40617, ice0003_2
2023-05-20 02:47:44,941 - ice0003_2 - [INFO] - [Epoch:200]: Training Loss:0.001724
2023-05-20 02:47:45,292 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 02:48:09,074 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 02:48:32,200 - ice0003_2 - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.4277, Head : 0.38076, Avg : 0.40423
2023-05-20 02:48:32,200 - ice0003_2 - [INFO] - [Epoch 200]: Training Loss: 0.0017237, Valid MRR: 0.40617,
2023-05-20 02:48:33,311 - ice0003_2 - [INFO] - [E:201| 0]: Train Loss:0.0017101, Val MRR:0.40617, ice0003_2
2023-05-20 02:50:16,436 - ice0003_2 - [INFO] - [E:201| 100]: Train Loss:0.0017153, Val MRR:0.40617, ice0003_2
2023-05-20 02:52:01,201 - ice0003_2 - [INFO] - [E:201| 200]: Train Loss:0.0017178, Val MRR:0.40617, ice0003_2
2023-05-20 02:53:33,957 - ice0003_2 - [INFO] - [E:201| 300]: Train Loss:0.0017192, Val MRR:0.40617, ice0003_2
2023-05-20 02:55:16,558 - ice0003_2 - [INFO] - [E:201| 400]: Train Loss:0.0017189, Val MRR:0.40617, ice0003_2
2023-05-20 02:56:59,909 - ice0003_2 - [INFO] - [E:201| 500]: Train Loss:0.0017191, Val MRR:0.40617, ice0003_2
2023-05-20 02:58:42,420 - ice0003_2 - [INFO] - [E:201| 600]: Train Loss:0.00172, Val MRR:0.40617, ice0003_2
2023-05-20 03:00:24,599 - ice0003_2 - [INFO] - [E:201| 700]: Train Loss:0.0017211, Val MRR:0.40617, ice0003_2
2023-05-20 03:01:56,377 - ice0003_2 - [INFO] - [E:201| 800]: Train Loss:0.0017219, Val MRR:0.40617, ice0003_2
2023-05-20 03:03:38,590 - ice0003_2 - [INFO] - [E:201| 900]: Train Loss:0.0017226, Val MRR:0.40617, ice0003_2
2023-05-20 03:04:50,607 - ice0003_2 - [INFO] - [Epoch:201]: Training Loss:0.001723
2023-05-20 03:04:51,009 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 03:05:14,541 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 03:05:37,512 - ice0003_2 - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.42835, Head : 0.38059, Avg : 0.40447
2023-05-20 03:05:37,512 - ice0003_2 - [INFO] - [Epoch 201]: Training Loss: 0.0017233, Valid MRR: 0.40617,
2023-05-20 03:05:38,538 - ice0003_2 - [INFO] - [E:202| 0]: Train Loss:0.0016759, Val MRR:0.40617, ice0003_2
2023-05-20 03:07:21,312 - ice0003_2 - [INFO] - [E:202| 100]: Train Loss:0.0017167, Val MRR:0.40617, ice0003_2
2023-05-20 03:09:03,932 - ice0003_2 - [INFO] - [E:202| 200]: Train Loss:0.001716, Val MRR:0.40617, ice0003_2
2023-05-20 03:10:36,221 - ice0003_2 - [INFO] - [E:202| 300]: Train Loss:0.0017162, Val MRR:0.40617, ice0003_2
2023-05-20 03:12:18,611 - ice0003_2 - [INFO] - [E:202| 400]: Train Loss:0.0017179, Val MRR:0.40617, ice0003_2
2023-05-20 03:14:00,553 - ice0003_2 - [INFO] - [E:202| 500]: Train Loss:0.0017187, Val MRR:0.40617, ice0003_2
2023-05-20 03:15:41,638 - ice0003_2 - [INFO] - [E:202| 600]: Train Loss:0.0017193, Val MRR:0.40617, ice0003_2
2023-05-20 03:17:23,350 - ice0003_2 - [INFO] - [E:202| 700]: Train Loss:0.0017207, Val MRR:0.40617, ice0003_2
2023-05-20 03:18:55,606 - ice0003_2 - [INFO] - [E:202| 800]: Train Loss:0.0017211, Val MRR:0.40617, ice0003_2
2023-05-20 03:20:38,343 - ice0003_2 - [INFO] - [E:202| 900]: Train Loss:0.0017216, Val MRR:0.40617, ice0003_2
2023-05-20 03:21:50,825 - ice0003_2 - [INFO] - [Epoch:202]: Training Loss:0.001722
2023-05-20 03:21:51,338 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 03:22:14,617 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 03:22:37,360 - ice0003_2 - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.42914, Head : 0.38052, Avg : 0.40483
2023-05-20 03:22:37,360 - ice0003_2 - [INFO] - [Epoch 202]: Training Loss: 0.0017217, Valid MRR: 0.40617,
2023-05-20 03:22:38,522 - ice0003_2 - [INFO] - [E:203| 0]: Train Loss:0.0017555, Val MRR:0.40617, ice0003_2
2023-05-20 03:24:21,683 - ice0003_2 - [INFO] - [E:203| 100]: Train Loss:0.0017113, Val MRR:0.40617, ice0003_2
2023-05-20 03:26:04,370 - ice0003_2 - [INFO] - [E:203| 200]: Train Loss:0.0017136, Val MRR:0.40617, ice0003_2
2023-05-20 03:27:37,540 - ice0003_2 - [INFO] - [E:203| 300]: Train Loss:0.0017158, Val MRR:0.40617, ice0003_2
2023-05-20 03:29:19,366 - ice0003_2 - [INFO] - [E:203| 400]: Train Loss:0.0017168, Val MRR:0.40617, ice0003_2
2023-05-20 03:31:01,864 - ice0003_2 - [INFO] - [E:203| 500]: Train Loss:0.0017173, Val MRR:0.40617, ice0003_2
2023-05-20 03:32:44,140 - ice0003_2 - [INFO] - [E:203| 600]: Train Loss:0.0017187, Val MRR:0.40617, ice0003_2
2023-05-20 03:34:26,717 - ice0003_2 - [INFO] - [E:203| 700]: Train Loss:0.0017196, Val MRR:0.40617, ice0003_2
2023-05-20 03:36:05,961 - ice0003_2 - [INFO] - [E:203| 800]: Train Loss:0.0017203, Val MRR:0.40617, ice0003_2
2023-05-20 03:37:43,190 - ice0003_2 - [INFO] - [E:203| 900]: Train Loss:0.0017206, Val MRR:0.40617, ice0003_2
2023-05-20 03:38:55,882 - ice0003_2 - [INFO] - [Epoch:203]: Training Loss:0.001721
2023-05-20 03:38:56,343 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 03:39:19,298 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 03:39:44,748 - ice0003_2 - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.42872, Head : 0.38372, Avg : 0.40622
2023-05-20 03:39:47,379 - ice0003_2 - [INFO] - [Epoch 203]: Training Loss: 0.0017212, Valid MRR: 0.40622,
2023-05-20 03:39:48,736 - ice0003_2 - [INFO] - [E:204| 0]: Train Loss:0.0016917, Val MRR:0.40622, ice0003_2
2023-05-20 03:41:31,498 - ice0003_2 - [INFO] - [E:204| 100]: Train Loss:0.0017117, Val MRR:0.40622, ice0003_2
2023-05-20 03:43:14,248 - ice0003_2 - [INFO] - [E:204| 200]: Train Loss:0.0017122, Val MRR:0.40622, ice0003_2
2023-05-20 03:44:53,446 - ice0003_2 - [INFO] - [E:204| 300]: Train Loss:0.0017153, Val MRR:0.40622, ice0003_2
2023-05-20 03:46:27,459 - ice0003_2 - [INFO] - [E:204| 400]: Train Loss:0.0017168, Val MRR:0.40622, ice0003_2
2023-05-20 03:48:10,178 - ice0003_2 - [INFO] - [E:204| 500]: Train Loss:0.0017173, Val MRR:0.40622, ice0003_2
2023-05-20 03:49:53,497 - ice0003_2 - [INFO] - [E:204| 600]: Train Loss:0.0017181, Val MRR:0.40622, ice0003_2
2023-05-20 03:51:36,142 - ice0003_2 - [INFO] - [E:204| 700]: Train Loss:0.0017194, Val MRR:0.40622, ice0003_2
2023-05-20 03:53:19,219 - ice0003_2 - [INFO] - [E:204| 800]: Train Loss:0.0017199, Val MRR:0.40622, ice0003_2
2023-05-20 03:54:52,525 - ice0003_2 - [INFO] - [E:204| 900]: Train Loss:0.0017204, Val MRR:0.40622, ice0003_2
2023-05-20 03:56:05,228 - ice0003_2 - [INFO] - [Epoch:204]: Training Loss:0.001721
2023-05-20 03:56:05,634 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 03:56:29,020 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 03:56:51,855 - ice0003_2 - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.42775, Head : 0.3812, Avg : 0.40447
2023-05-20 03:56:51,855 - ice0003_2 - [INFO] - [Epoch 204]: Training Loss: 0.0017208, Valid MRR: 0.40622,
2023-05-20 03:56:53,004 - ice0003_2 - [INFO] - [E:205| 0]: Train Loss:0.0017413, Val MRR:0.40622, ice0003_2
2023-05-20 03:58:35,493 - ice0003_2 - [INFO] - [E:205| 100]: Train Loss:0.001709, Val MRR:0.40622, ice0003_2
2023-05-20 04:00:17,651 - ice0003_2 - [INFO] - [E:205| 200]: Train Loss:0.0017137, Val MRR:0.40622, ice0003_2
2023-05-20 04:02:00,280 - ice0003_2 - [INFO] - [E:205| 300]: Train Loss:0.0017155, Val MRR:0.40622, ice0003_2
2023-05-20 04:03:32,660 - ice0003_2 - [INFO] - [E:205| 400]: Train Loss:0.0017169, Val MRR:0.40622, ice0003_2
2023-05-20 04:05:15,844 - ice0003_2 - [INFO] - [E:205| 500]: Train Loss:0.0017164, Val MRR:0.40622, ice0003_2
2023-05-20 04:06:58,371 - ice0003_2 - [INFO] - [E:205| 600]: Train Loss:0.0017165, Val MRR:0.40622, ice0003_2
2023-05-20 04:08:41,383 - ice0003_2 - [INFO] - [E:205| 700]: Train Loss:0.0017175, Val MRR:0.40622, ice0003_2
2023-05-20 04:10:24,079 - ice0003_2 - [INFO] - [E:205| 800]: Train Loss:0.0017186, Val MRR:0.40622, ice0003_2
2023-05-20 04:11:56,512 - ice0003_2 - [INFO] - [E:205| 900]: Train Loss:0.0017191, Val MRR:0.40622, ice0003_2
2023-05-20 04:13:08,102 - ice0003_2 - [INFO] - [Epoch:205]: Training Loss:0.00172
2023-05-20 04:13:08,501 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 04:13:31,791 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 04:13:54,423 - ice0003_2 - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.4289, Head : 0.38297, Avg : 0.40594
2023-05-20 04:13:54,424 - ice0003_2 - [INFO] - [Epoch 205]: Training Loss: 0.0017195, Valid MRR: 0.40622,
2023-05-20 04:13:55,605 - ice0003_2 - [INFO] - [E:206| 0]: Train Loss:0.0017457, Val MRR:0.40622, ice0003_2
2023-05-20 04:15:38,076 - ice0003_2 - [INFO] - [E:206| 100]: Train Loss:0.0017145, Val MRR:0.40622, ice0003_2
2023-05-20 04:17:21,440 - ice0003_2 - [INFO] - [E:206| 200]: Train Loss:0.0017143, Val MRR:0.40622, ice0003_2
2023-05-20 04:19:04,353 - ice0003_2 - [INFO] - [E:206| 300]: Train Loss:0.0017141, Val MRR:0.40622, ice0003_2
2023-05-20 04:20:37,406 - ice0003_2 - [INFO] - [E:206| 400]: Train Loss:0.0017159, Val MRR:0.40622, ice0003_2
2023-05-20 04:22:19,869 - ice0003_2 - [INFO] - [E:206| 500]: Train Loss:0.0017162, Val MRR:0.40622, ice0003_2
2023-05-20 04:24:02,869 - ice0003_2 - [INFO] - [E:206| 600]: Train Loss:0.0017168, Val MRR:0.40622, ice0003_2
2023-05-20 04:25:46,233 - ice0003_2 - [INFO] - [E:206| 700]: Train Loss:0.0017173, Val MRR:0.40622, ice0003_2
2023-05-20 04:27:28,782 - ice0003_2 - [INFO] - [E:206| 800]: Train Loss:0.0017185, Val MRR:0.40622, ice0003_2
2023-05-20 04:29:03,401 - ice0003_2 - [INFO] - [E:206| 900]: Train Loss:0.0017186, Val MRR:0.40622, ice0003_2
2023-05-20 04:30:15,973 - ice0003_2 - [INFO] - [Epoch:206]: Training Loss:0.001719
2023-05-20 04:30:16,328 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 04:30:39,991 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 04:31:03,018 - ice0003_2 - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.42753, Head : 0.38138, Avg : 0.40446
2023-05-20 04:31:03,018 - ice0003_2 - [INFO] - [Epoch 206]: Training Loss: 0.0017193, Valid MRR: 0.40622,
2023-05-20 04:31:04,138 - ice0003_2 - [INFO] - [E:207| 0]: Train Loss:0.0017299, Val MRR:0.40622, ice0003_2
2023-05-20 04:32:47,309 - ice0003_2 - [INFO] - [E:207| 100]: Train Loss:0.0017085, Val MRR:0.40622, ice0003_2
2023-05-20 04:34:30,738 - ice0003_2 - [INFO] - [E:207| 200]: Train Loss:0.0017116, Val MRR:0.40622, ice0003_2
2023-05-20 04:36:14,012 - ice0003_2 - [INFO] - [E:207| 300]: Train Loss:0.0017116, Val MRR:0.40622, ice0003_2
2023-05-20 04:37:46,890 - ice0003_2 - [INFO] - [E:207| 400]: Train Loss:0.0017131, Val MRR:0.40622, ice0003_2
2023-05-20 04:39:29,407 - ice0003_2 - [INFO] - [E:207| 500]: Train Loss:0.0017148, Val MRR:0.40622, ice0003_2
2023-05-20 04:41:12,046 - ice0003_2 - [INFO] - [E:207| 600]: Train Loss:0.0017155, Val MRR:0.40622, ice0003_2
2023-05-20 04:42:52,624 - ice0003_2 - [INFO] - [E:207| 700]: Train Loss:0.001716, Val MRR:0.40622, ice0003_2
2023-05-20 04:44:34,274 - ice0003_2 - [INFO] - [E:207| 800]: Train Loss:0.0017171, Val MRR:0.40622, ice0003_2
2023-05-20 04:46:08,937 - ice0003_2 - [INFO] - [E:207| 900]: Train Loss:0.0017179, Val MRR:0.40622, ice0003_2
2023-05-20 04:47:18,298 - ice0003_2 - [INFO] - [Epoch:207]: Training Loss:0.001718
2023-05-20 04:47:18,559 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 04:47:41,970 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 04:48:05,041 - ice0003_2 - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.429, Head : 0.38294, Avg : 0.40597
2023-05-20 04:48:05,041 - ice0003_2 - [INFO] - [Epoch 207]: Training Loss: 0.001718, Valid MRR: 0.40622,
2023-05-20 04:48:05,830 - ice0003_2 - [INFO] - [E:208| 0]: Train Loss:0.0017295, Val MRR:0.40622, ice0003_2
2023-05-20 04:49:48,499 - ice0003_2 - [INFO] - [E:208| 100]: Train Loss:0.0017094, Val MRR:0.40622, ice0003_2
2023-05-20 04:51:30,801 - ice0003_2 - [INFO] - [E:208| 200]: Train Loss:0.0017109, Val MRR:0.40622, ice0003_2
2023-05-20 04:53:13,163 - ice0003_2 - [INFO] - [E:208| 300]: Train Loss:0.0017134, Val MRR:0.40622, ice0003_2
2023-05-20 04:54:49,616 - ice0003_2 - [INFO] - [E:208| 400]: Train Loss:0.0017146, Val MRR:0.40622, ice0003_2
2023-05-20 04:56:27,072 - ice0003_2 - [INFO] - [E:208| 500]: Train Loss:0.0017153, Val MRR:0.40622, ice0003_2
2023-05-20 04:58:08,453 - ice0003_2 - [INFO] - [E:208| 600]: Train Loss:0.0017159, Val MRR:0.40622, ice0003_2
2023-05-20 04:59:50,441 - ice0003_2 - [INFO] - [E:208| 700]: Train Loss:0.0017166, Val MRR:0.40622, ice0003_2
2023-05-20 05:01:32,508 - ice0003_2 - [INFO] - [E:208| 800]: Train Loss:0.0017171, Val MRR:0.40622, ice0003_2
2023-05-20 05:03:14,899 - ice0003_2 - [INFO] - [E:208| 900]: Train Loss:0.0017172, Val MRR:0.40622, ice0003_2
2023-05-20 05:04:16,732 - ice0003_2 - [INFO] - [Epoch:208]: Training Loss:0.001718
2023-05-20 05:04:17,083 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 05:04:40,417 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 05:05:03,109 - ice0003_2 - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.42985, Head : 0.38147, Avg : 0.40566
2023-05-20 05:05:03,109 - ice0003_2 - [INFO] - [Epoch 208]: Training Loss: 0.0017177, Valid MRR: 0.40622,
2023-05-20 05:05:04,180 - ice0003_2 - [INFO] - [E:209| 0]: Train Loss:0.0016957, Val MRR:0.40622, ice0003_2
2023-05-20 05:06:46,405 - ice0003_2 - [INFO] - [E:209| 100]: Train Loss:0.0017111, Val MRR:0.40622, ice0003_2
2023-05-20 05:08:28,256 - ice0003_2 - [INFO] - [E:209| 200]: Train Loss:0.00171, Val MRR:0.40622, ice0003_2
2023-05-20 05:10:11,191 - ice0003_2 - [INFO] - [E:209| 300]: Train Loss:0.0017114, Val MRR:0.40622, ice0003_2
2023-05-20 05:11:53,772 - ice0003_2 - [INFO] - [E:209| 400]: Train Loss:0.0017129, Val MRR:0.40622, ice0003_2
2023-05-20 05:13:26,467 - ice0003_2 - [INFO] - [E:209| 500]: Train Loss:0.001714, Val MRR:0.40622, ice0003_2
2023-05-20 05:15:08,902 - ice0003_2 - [INFO] - [E:209| 600]: Train Loss:0.0017146, Val MRR:0.40622, ice0003_2
2023-05-20 05:16:54,470 - ice0003_2 - [INFO] - [E:209| 700]: Train Loss:0.0017152, Val MRR:0.40622, ice0003_2
2023-05-20 05:18:37,011 - ice0003_2 - [INFO] - [E:209| 800]: Train Loss:0.0017157, Val MRR:0.40622, ice0003_2
2023-05-20 05:20:19,392 - ice0003_2 - [INFO] - [E:209| 900]: Train Loss:0.0017164, Val MRR:0.40622, ice0003_2
2023-05-20 05:21:21,400 - ice0003_2 - [INFO] - [Epoch:209]: Training Loss:0.001717
2023-05-20 05:21:21,752 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 05:21:45,482 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 05:22:08,288 - ice0003_2 - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.43111, Head : 0.38268, Avg : 0.4069
MR: Tail : 406.52, Head : 435.26, Avg : 420.89
Hit-1: Tail : 0.3254, Head : 0.27855, Avg : 0.30198
Hit-3: Tail : 0.48598, Head : 0.42748, Avg : 0.45673
Hit-10: Tail : 0.63418, Head : 0.59388, Avg : 0.61403
2023-05-20 05:22:09,695 - ice0003_2 - [INFO] - [Epoch 209]: Training Loss: 0.0017171, Valid MRR: 0.4069,
2023-05-20 05:22:10,848 - ice0003_2 - [INFO] - [E:210| 0]: Train Loss:0.0016653, Val MRR:0.4069, ice0003_2
2023-05-20 05:23:53,187 - ice0003_2 - [INFO] - [E:210| 100]: Train Loss:0.0017102, Val MRR:0.4069, ice0003_2
2023-05-20 05:25:35,361 - ice0003_2 - [INFO] - [E:210| 200]: Train Loss:0.0017087, Val MRR:0.4069, ice0003_2
2023-05-20 05:27:17,880 - ice0003_2 - [INFO] - [E:210| 300]: Train Loss:0.0017102, Val MRR:0.4069, ice0003_2
2023-05-20 05:29:00,465 - ice0003_2 - [INFO] - [E:210| 400]: Train Loss:0.0017121, Val MRR:0.4069, ice0003_2
2023-05-20 05:30:33,116 - ice0003_2 - [INFO] - [E:210| 500]: Train Loss:0.0017126, Val MRR:0.4069, ice0003_2
2023-05-20 05:32:16,030 - ice0003_2 - [INFO] - [E:210| 600]: Train Loss:0.0017137, Val MRR:0.4069, ice0003_2
2023-05-20 05:33:58,846 - ice0003_2 - [INFO] - [E:210| 700]: Train Loss:0.0017142, Val MRR:0.4069, ice0003_2
2023-05-20 05:35:41,694 - ice0003_2 - [INFO] - [E:210| 800]: Train Loss:0.0017151, Val MRR:0.4069, ice0003_2
2023-05-20 05:37:24,937 - ice0003_2 - [INFO] - [E:210| 900]: Train Loss:0.0017154, Val MRR:0.4069, ice0003_2
2023-05-20 05:38:29,291 - ice0003_2 - [INFO] - [Epoch:210]: Training Loss:0.001716
2023-05-20 05:38:29,509 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 05:38:50,780 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 05:39:13,467 - ice0003_2 - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.42932, Head : 0.38304, Avg : 0.40618
2023-05-20 05:39:13,467 - ice0003_2 - [INFO] - [Epoch 210]: Training Loss: 0.0017157, Valid MRR: 0.4069,
2023-05-20 05:39:14,550 - ice0003_2 - [INFO] - [E:211| 0]: Train Loss:0.0017293, Val MRR:0.4069, ice0003_2
2023-05-20 05:40:55,612 - ice0003_2 - [INFO] - [E:211| 100]: Train Loss:0.0017105, Val MRR:0.4069, ice0003_2
2023-05-20 05:42:37,512 - ice0003_2 - [INFO] - [E:211| 200]: Train Loss:0.0017075, Val MRR:0.4069, ice0003_2
2023-05-20 05:44:19,433 - ice0003_2 - [INFO] - [E:211| 300]: Train Loss:0.0017105, Val MRR:0.4069, ice0003_2
2023-05-20 05:46:01,278 - ice0003_2 - [INFO] - [E:211| 400]: Train Loss:0.001711, Val MRR:0.4069, ice0003_2
2023-05-20 05:47:33,542 - ice0003_2 - [INFO] - [E:211| 500]: Train Loss:0.0017122, Val MRR:0.4069, ice0003_2
2023-05-20 05:49:16,322 - ice0003_2 - [INFO] - [E:211| 600]: Train Loss:0.0017126, Val MRR:0.4069, ice0003_2
2023-05-20 05:50:59,326 - ice0003_2 - [INFO] - [E:211| 700]: Train Loss:0.0017135, Val MRR:0.4069, ice0003_2
2023-05-20 05:52:42,506 - ice0003_2 - [INFO] - [E:211| 800]: Train Loss:0.0017139, Val MRR:0.4069, ice0003_2
2023-05-20 05:54:24,481 - ice0003_2 - [INFO] - [E:211| 900]: Train Loss:0.0017147, Val MRR:0.4069, ice0003_2
2023-05-20 05:55:34,377 - ice0003_2 - [INFO] - [Epoch:211]: Training Loss:0.001715
2023-05-20 05:55:34,595 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 05:55:48,462 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 05:56:11,422 - ice0003_2 - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.42962, Head : 0.38301, Avg : 0.40632
2023-05-20 05:56:11,422 - ice0003_2 - [INFO] - [Epoch 211]: Training Loss: 0.0017146, Valid MRR: 0.4069,
2023-05-20 05:56:12,618 - ice0003_2 - [INFO] - [E:212| 0]: Train Loss:0.0016747, Val MRR:0.4069, ice0003_2
2023-05-20 05:57:55,743 - ice0003_2 - [INFO] - [E:212| 100]: Train Loss:0.0017061, Val MRR:0.4069, ice0003_2
2023-05-20 05:59:38,532 - ice0003_2 - [INFO] - [E:212| 200]: Train Loss:0.0017076, Val MRR:0.4069, ice0003_2
2023-05-20 06:01:20,739 - ice0003_2 - [INFO] - [E:212| 300]: Train Loss:0.0017084, Val MRR:0.4069, ice0003_2
2023-05-20 06:03:03,087 - ice0003_2 - [INFO] - [E:212| 400]: Train Loss:0.0017094, Val MRR:0.4069, ice0003_2
2023-05-20 06:04:41,896 - ice0003_2 - [INFO] - [E:212| 500]: Train Loss:0.00171, Val MRR:0.4069, ice0003_2
2023-05-20 06:06:21,735 - ice0003_2 - [INFO] - [E:212| 600]: Train Loss:0.0017109, Val MRR:0.4069, ice0003_2
2023-05-20 06:08:04,603 - ice0003_2 - [INFO] - [E:212| 700]: Train Loss:0.0017113, Val MRR:0.4069, ice0003_2
2023-05-20 06:09:46,709 - ice0003_2 - [INFO] - [E:212| 800]: Train Loss:0.0017126, Val MRR:0.4069, ice0003_2
2023-05-20 06:11:29,904 - ice0003_2 - [INFO] - [E:212| 900]: Train Loss:0.0017134, Val MRR:0.4069, ice0003_2
2023-05-20 06:12:42,607 - ice0003_2 - [INFO] - [Epoch:212]: Training Loss:0.001714
2023-05-20 06:12:43,029 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 06:13:06,129 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 06:13:20,907 - ice0003_2 - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.42682, Head : 0.38291, Avg : 0.40487
2023-05-20 06:13:20,907 - ice0003_2 - [INFO] - [Epoch 212]: Training Loss: 0.001714, Valid MRR: 0.4069,
2023-05-20 06:13:21,558 - ice0003_2 - [INFO] - [E:213| 0]: Train Loss:0.001696, Val MRR:0.4069, ice0003_2
2023-05-20 06:15:01,250 - ice0003_2 - [INFO] - [E:213| 100]: Train Loss:0.0017058, Val MRR:0.4069, ice0003_2
2023-05-20 06:16:43,362 - ice0003_2 - [INFO] - [E:213| 200]: Train Loss:0.0017081, Val MRR:0.4069, ice0003_2
2023-05-20 06:18:25,107 - ice0003_2 - [INFO] - [E:213| 300]: Train Loss:0.0017091, Val MRR:0.4069, ice0003_2
2023-05-20 06:20:06,730 - ice0003_2 - [INFO] - [E:213| 400]: Train Loss:0.0017098, Val MRR:0.4069, ice0003_2
2023-05-20 06:21:48,286 - ice0003_2 - [INFO] - [E:213| 500]: Train Loss:0.0017109, Val MRR:0.4069, ice0003_2
2023-05-20 06:23:19,653 - ice0003_2 - [INFO] - [E:213| 600]: Train Loss:0.0017117, Val MRR:0.4069, ice0003_2
2023-05-20 06:25:01,310 - ice0003_2 - [INFO] - [E:213| 700]: Train Loss:0.0017123, Val MRR:0.4069, ice0003_2
2023-05-20 06:26:44,168 - ice0003_2 - [INFO] - [E:213| 800]: Train Loss:0.0017124, Val MRR:0.4069, ice0003_2
2023-05-20 06:28:26,360 - ice0003_2 - [INFO] - [E:213| 900]: Train Loss:0.0017133, Val MRR:0.4069, ice0003_2
2023-05-20 06:29:38,600 - ice0003_2 - [INFO] - [Epoch:213]: Training Loss:0.001713
2023-05-20 06:29:39,117 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 06:30:02,136 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 06:30:25,035 - ice0003_2 - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.4288, Head : 0.38353, Avg : 0.40617
2023-05-20 06:30:25,036 - ice0003_2 - [INFO] - [Epoch 213]: Training Loss: 0.0017134, Valid MRR: 0.4069,
2023-05-20 06:30:26,129 - ice0003_2 - [INFO] - [E:214| 0]: Train Loss:0.0017201, Val MRR:0.4069, ice0003_2
2023-05-20 06:31:58,728 - ice0003_2 - [INFO] - [E:214| 100]: Train Loss:0.0017078, Val MRR:0.4069, ice0003_2
2023-05-20 06:33:41,649 - ice0003_2 - [INFO] - [E:214| 200]: Train Loss:0.0017071, Val MRR:0.4069, ice0003_2
2023-05-20 06:35:23,559 - ice0003_2 - [INFO] - [E:214| 300]: Train Loss:0.0017084, Val MRR:0.4069, ice0003_2
2023-05-20 06:37:06,000 - ice0003_2 - [INFO] - [E:214| 400]: Train Loss:0.0017088, Val MRR:0.4069, ice0003_2
2023-05-20 06:38:48,088 - ice0003_2 - [INFO] - [E:214| 500]: Train Loss:0.0017093, Val MRR:0.4069, ice0003_2
2023-05-20 06:40:21,336 - ice0003_2 - [INFO] - [E:214| 600]: Train Loss:0.0017106, Val MRR:0.4069, ice0003_2
2023-05-20 06:42:03,766 - ice0003_2 - [INFO] - [E:214| 700]: Train Loss:0.0017106, Val MRR:0.4069, ice0003_2
2023-05-20 06:43:47,609 - ice0003_2 - [INFO] - [E:214| 800]: Train Loss:0.0017113, Val MRR:0.4069, ice0003_2
2023-05-20 06:45:30,610 - ice0003_2 - [INFO] - [E:214| 900]: Train Loss:0.0017122, Val MRR:0.4069, ice0003_2
2023-05-20 06:46:42,952 - ice0003_2 - [INFO] - [Epoch:214]: Training Loss:0.001713
2023-05-20 06:46:43,466 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 06:47:06,587 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 06:47:29,782 - ice0003_2 - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.43073, Head : 0.38244, Avg : 0.40659
2023-05-20 06:47:29,782 - ice0003_2 - [INFO] - [Epoch 214]: Training Loss: 0.0017127, Valid MRR: 0.4069,
2023-05-20 06:47:31,011 - ice0003_2 - [INFO] - [E:215| 0]: Train Loss:0.0016915, Val MRR:0.4069, ice0003_2
2023-05-20 06:49:03,805 - ice0003_2 - [INFO] - [E:215| 100]: Train Loss:0.0017041, Val MRR:0.4069, ice0003_2
2023-05-20 06:50:45,743 - ice0003_2 - [INFO] - [E:215| 200]: Train Loss:0.001704, Val MRR:0.4069, ice0003_2
2023-05-20 06:52:29,332 - ice0003_2 - [INFO] - [E:215| 300]: Train Loss:0.0017071, Val MRR:0.4069, ice0003_2
2023-05-20 06:54:11,559 - ice0003_2 - [INFO] - [E:215| 400]: Train Loss:0.0017085, Val MRR:0.4069, ice0003_2
2023-05-20 06:55:55,039 - ice0003_2 - [INFO] - [E:215| 500]: Train Loss:0.0017085, Val MRR:0.4069, ice0003_2
2023-05-20 06:57:28,143 - ice0003_2 - [INFO] - [E:215| 600]: Train Loss:0.0017086, Val MRR:0.4069, ice0003_2
2023-05-20 06:59:10,405 - ice0003_2 - [INFO] - [E:215| 700]: Train Loss:0.0017095, Val MRR:0.4069, ice0003_2
2023-05-20 07:00:52,856 - ice0003_2 - [INFO] - [E:215| 800]: Train Loss:0.0017101, Val MRR:0.4069, ice0003_2
2023-05-20 07:02:35,199 - ice0003_2 - [INFO] - [E:215| 900]: Train Loss:0.001711, Val MRR:0.4069, ice0003_2
2023-05-20 07:03:47,040 - ice0003_2 - [INFO] - [Epoch:215]: Training Loss:0.001712
2023-05-20 07:03:47,417 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 07:04:10,688 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 07:04:33,499 - ice0003_2 - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.42941, Head : 0.38365, Avg : 0.40653
2023-05-20 07:04:33,500 - ice0003_2 - [INFO] - [Epoch 215]: Training Loss: 0.0017116, Valid MRR: 0.4069,
2023-05-20 07:04:34,363 - ice0003_2 - [INFO] - [E:216| 0]: Train Loss:0.0017104, Val MRR:0.4069, ice0003_2
2023-05-20 07:06:06,262 - ice0003_2 - [INFO] - [E:216| 100]: Train Loss:0.0017011, Val MRR:0.4069, ice0003_2
2023-05-20 07:07:47,288 - ice0003_2 - [INFO] - [E:216| 200]: Train Loss:0.0017048, Val MRR:0.4069, ice0003_2
2023-05-20 07:09:30,071 - ice0003_2 - [INFO] - [E:216| 300]: Train Loss:0.0017064, Val MRR:0.4069, ice0003_2
2023-05-20 07:11:13,244 - ice0003_2 - [INFO] - [E:216| 400]: Train Loss:0.0017075, Val MRR:0.4069, ice0003_2
2023-05-20 07:12:56,524 - ice0003_2 - [INFO] - [E:216| 500]: Train Loss:0.0017078, Val MRR:0.4069, ice0003_2
2023-05-20 07:14:29,112 - ice0003_2 - [INFO] - [E:216| 600]: Train Loss:0.0017083, Val MRR:0.4069, ice0003_2
2023-05-20 07:16:12,619 - ice0003_2 - [INFO] - [E:216| 700]: Train Loss:0.0017086, Val MRR:0.4069, ice0003_2
2023-05-20 07:17:55,711 - ice0003_2 - [INFO] - [E:216| 800]: Train Loss:0.0017095, Val MRR:0.4069, ice0003_2
2023-05-20 07:19:38,314 - ice0003_2 - [INFO] - [E:216| 900]: Train Loss:0.0017105, Val MRR:0.4069, ice0003_2
2023-05-20 07:20:50,060 - ice0003_2 - [INFO] - [Epoch:216]: Training Loss:0.001711
2023-05-20 07:20:50,521 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 07:21:13,643 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 07:21:36,486 - ice0003_2 - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.42886, Head : 0.3838, Avg : 0.40633
2023-05-20 07:21:36,486 - ice0003_2 - [INFO] - [Epoch 216]: Training Loss: 0.0017109, Valid MRR: 0.4069,
2023-05-20 07:21:37,672 - ice0003_2 - [INFO] - [E:217| 0]: Train Loss:0.0017129, Val MRR:0.4069, ice0003_2
2023-05-20 07:23:08,978 - ice0003_2 - [INFO] - [E:217| 100]: Train Loss:0.0017046, Val MRR:0.4069, ice0003_2
2023-05-20 07:24:52,077 - ice0003_2 - [INFO] - [E:217| 200]: Train Loss:0.0017046, Val MRR:0.4069, ice0003_2
2023-05-20 07:26:34,625 - ice0003_2 - [INFO] - [E:217| 300]: Train Loss:0.0017063, Val MRR:0.4069, ice0003_2
2023-05-20 07:28:16,710 - ice0003_2 - [INFO] - [E:217| 400]: Train Loss:0.001707, Val MRR:0.4069, ice0003_2
2023-05-20 07:29:58,827 - ice0003_2 - [INFO] - [E:217| 500]: Train Loss:0.0017079, Val MRR:0.4069, ice0003_2
2023-05-20 07:31:39,171 - ice0003_2 - [INFO] - [E:217| 600]: Train Loss:0.0017086, Val MRR:0.4069, ice0003_2
2023-05-20 07:33:14,567 - ice0003_2 - [INFO] - [E:217| 700]: Train Loss:0.0017094, Val MRR:0.4069, ice0003_2
2023-05-20 07:34:56,997 - ice0003_2 - [INFO] - [E:217| 800]: Train Loss:0.0017101, Val MRR:0.4069, ice0003_2
2023-05-20 07:36:38,886 - ice0003_2 - [INFO] - [E:217| 900]: Train Loss:0.0017104, Val MRR:0.4069, ice0003_2
2023-05-20 07:37:50,490 - ice0003_2 - [INFO] - [Epoch:217]: Training Loss:0.00171
2023-05-20 07:37:51,008 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 07:38:14,113 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 07:38:37,179 - ice0003_2 - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.42813, Head : 0.3843, Avg : 0.40621
2023-05-20 07:38:37,179 - ice0003_2 - [INFO] - [Epoch 217]: Training Loss: 0.0017105, Valid MRR: 0.4069,
2023-05-20 07:38:38,340 - ice0003_2 - [INFO] - [E:218| 0]: Train Loss:0.0017255, Val MRR:0.4069, ice0003_2
2023-05-20 07:40:17,116 - ice0003_2 - [INFO] - [E:218| 100]: Train Loss:0.0017047, Val MRR:0.4069, ice0003_2
2023-05-20 07:41:55,028 - ice0003_2 - [INFO] - [E:218| 200]: Train Loss:0.001706, Val MRR:0.4069, ice0003_2
2023-05-20 07:43:37,889 - ice0003_2 - [INFO] - [E:218| 300]: Train Loss:0.0017067, Val MRR:0.4069, ice0003_2
2023-05-20 07:45:21,451 - ice0003_2 - [INFO] - [E:218| 400]: Train Loss:0.0017067, Val MRR:0.4069, ice0003_2
2023-05-20 07:47:04,808 - ice0003_2 - [INFO] - [E:218| 500]: Train Loss:0.0017073, Val MRR:0.4069, ice0003_2
2023-05-20 07:48:48,316 - ice0003_2 - [INFO] - [E:218| 600]: Train Loss:0.0017083, Val MRR:0.4069, ice0003_2
2023-05-20 07:50:20,341 - ice0003_2 - [INFO] - [E:218| 700]: Train Loss:0.0017087, Val MRR:0.4069, ice0003_2
2023-05-20 07:52:02,370 - ice0003_2 - [INFO] - [E:218| 800]: Train Loss:0.001709, Val MRR:0.4069, ice0003_2
2023-05-20 07:53:44,113 - ice0003_2 - [INFO] - [E:218| 900]: Train Loss:0.0017093, Val MRR:0.4069, ice0003_2
2023-05-20 07:54:56,230 - ice0003_2 - [INFO] - [Epoch:218]: Training Loss:0.001709
2023-05-20 07:54:56,752 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 07:55:19,899 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 07:55:43,142 - ice0003_2 - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.43011, Head : 0.38348, Avg : 0.40679
2023-05-20 07:55:43,142 - ice0003_2 - [INFO] - [Epoch 218]: Training Loss: 0.0017095, Valid MRR: 0.4069,
2023-05-20 07:55:44,359 - ice0003_2 - [INFO] - [E:219| 0]: Train Loss:0.0016521, Val MRR:0.4069, ice0003_2
2023-05-20 07:57:27,775 - ice0003_2 - [INFO] - [E:219| 100]: Train Loss:0.0017028, Val MRR:0.4069, ice0003_2
2023-05-20 07:59:00,984 - ice0003_2 - [INFO] - [E:219| 200]: Train Loss:0.0017059, Val MRR:0.4069, ice0003_2
2023-05-20 08:00:43,975 - ice0003_2 - [INFO] - [E:219| 300]: Train Loss:0.0017051, Val MRR:0.4069, ice0003_2
2023-05-20 08:02:25,800 - ice0003_2 - [INFO] - [E:219| 400]: Train Loss:0.001706, Val MRR:0.4069, ice0003_2
2023-05-20 08:04:08,155 - ice0003_2 - [INFO] - [E:219| 500]: Train Loss:0.0017073, Val MRR:0.4069, ice0003_2
2023-05-20 08:05:50,173 - ice0003_2 - [INFO] - [E:219| 600]: Train Loss:0.0017078, Val MRR:0.4069, ice0003_2
2023-05-20 08:07:23,183 - ice0003_2 - [INFO] - [E:219| 700]: Train Loss:0.0017079, Val MRR:0.4069, ice0003_2
2023-05-20 08:09:06,094 - ice0003_2 - [INFO] - [E:219| 800]: Train Loss:0.0017084, Val MRR:0.4069, ice0003_2
2023-05-20 08:10:48,823 - ice0003_2 - [INFO] - [E:219| 900]: Train Loss:0.0017087, Val MRR:0.4069, ice0003_2
2023-05-20 08:12:01,289 - ice0003_2 - [INFO] - [Epoch:219]: Training Loss:0.001709
2023-05-20 08:12:01,793 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 08:12:24,955 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 08:12:47,944 - ice0003_2 - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.42814, Head : 0.38241, Avg : 0.40527
MR: Tail : 425.14, Head : 452.1, Avg : 438.62
Hit-1: Tail : 0.32103, Head : 0.27892, Avg : 0.29998
Hit-3: Tail : 0.48513, Head : 0.42894, Avg : 0.45703
Hit-10: Tail : 0.63175, Head : 0.58866, Avg : 0.61021
2023-05-20 08:12:47,945 - ice0003_2 - [INFO] - [Epoch 219]: Training Loss: 0.0017088, Valid MRR: 0.4069,
2023-05-20 08:12:49,148 - ice0003_2 - [INFO] - [E:220| 0]: Train Loss:0.0017159, Val MRR:0.4069, ice0003_2
2023-05-20 08:14:32,370 - ice0003_2 - [INFO] - [E:220| 100]: Train Loss:0.001699, Val MRR:0.4069, ice0003_2
2023-05-20 08:16:05,550 - ice0003_2 - [INFO] - [E:220| 200]: Train Loss:0.0016999, Val MRR:0.4069, ice0003_2
2023-05-20 08:17:48,596 - ice0003_2 - [INFO] - [E:220| 300]: Train Loss:0.0017018, Val MRR:0.4069, ice0003_2
2023-05-20 08:19:30,433 - ice0003_2 - [INFO] - [E:220| 400]: Train Loss:0.0017029, Val MRR:0.4069, ice0003_2
2023-05-20 08:21:12,092 - ice0003_2 - [INFO] - [E:220| 500]: Train Loss:0.0017041, Val MRR:0.4069, ice0003_2
2023-05-20 08:22:54,473 - ice0003_2 - [INFO] - [E:220| 600]: Train Loss:0.0017047, Val MRR:0.4069, ice0003_2
2023-05-20 08:24:26,519 - ice0003_2 - [INFO] - [E:220| 700]: Train Loss:0.0017056, Val MRR:0.4069, ice0003_2
2023-05-20 08:26:09,349 - ice0003_2 - [INFO] - [E:220| 800]: Train Loss:0.0017064, Val MRR:0.4069, ice0003_2
2023-05-20 08:27:51,867 - ice0003_2 - [INFO] - [E:220| 900]: Train Loss:0.0017072, Val MRR:0.4069, ice0003_2
2023-05-20 08:29:06,377 - ice0003_2 - [INFO] - [Epoch:220]: Training Loss:0.001708
2023-05-20 08:29:06,722 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 08:29:30,655 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 08:29:53,396 - ice0003_2 - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.42673, Head : 0.38309, Avg : 0.40491
2023-05-20 08:29:53,397 - ice0003_2 - [INFO] - [Epoch 220]: Training Loss: 0.0017078, Valid MRR: 0.4069,
2023-05-20 08:29:54,585 - ice0003_2 - [INFO] - [E:221| 0]: Train Loss:0.0016892, Val MRR:0.4069, ice0003_2
2023-05-20 08:31:36,783 - ice0003_2 - [INFO] - [E:221| 100]: Train Loss:0.0017016, Val MRR:0.4069, ice0003_2
2023-05-20 08:33:08,820 - ice0003_2 - [INFO] - [E:221| 200]: Train Loss:0.0017008, Val MRR:0.4069, ice0003_2
2023-05-20 08:34:51,188 - ice0003_2 - [INFO] - [E:221| 300]: Train Loss:0.0017013, Val MRR:0.4069, ice0003_2
2023-05-20 08:36:33,972 - ice0003_2 - [INFO] - [E:221| 400]: Train Loss:0.0017027, Val MRR:0.4069, ice0003_2
2023-05-20 08:38:17,050 - ice0003_2 - [INFO] - [E:221| 500]: Train Loss:0.0017032, Val MRR:0.4069, ice0003_2
2023-05-20 08:40:00,672 - ice0003_2 - [INFO] - [E:221| 600]: Train Loss:0.0017035, Val MRR:0.4069, ice0003_2
2023-05-20 08:41:39,312 - ice0003_2 - [INFO] - [E:221| 700]: Train Loss:0.0017043, Val MRR:0.4069, ice0003_2
2023-05-20 08:43:16,457 - ice0003_2 - [INFO] - [E:221| 800]: Train Loss:0.0017054, Val MRR:0.4069, ice0003_2
2023-05-20 08:44:58,753 - ice0003_2 - [INFO] - [E:221| 900]: Train Loss:0.0017062, Val MRR:0.4069, ice0003_2
2023-05-20 08:46:10,841 - ice0003_2 - [INFO] - [Epoch:221]: Training Loss:0.001707
2023-05-20 08:46:11,177 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 08:46:34,716 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 08:46:57,791 - ice0003_2 - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.42847, Head : 0.38353, Avg : 0.406
2023-05-20 08:46:57,791 - ice0003_2 - [INFO] - [Epoch 221]: Training Loss: 0.0017067, Valid MRR: 0.4069,
2023-05-20 08:46:59,008 - ice0003_2 - [INFO] - [E:222| 0]: Train Loss:0.0017128, Val MRR:0.4069, ice0003_2
2023-05-20 08:48:40,130 - ice0003_2 - [INFO] - [E:222| 100]: Train Loss:0.0017009, Val MRR:0.4069, ice0003_2
2023-05-20 08:50:17,442 - ice0003_2 - [INFO] - [E:222| 200]: Train Loss:0.0017028, Val MRR:0.4069, ice0003_2
2023-05-20 08:51:55,943 - ice0003_2 - [INFO] - [E:222| 300]: Train Loss:0.0017032, Val MRR:0.4069, ice0003_2
2023-05-20 08:53:38,783 - ice0003_2 - [INFO] - [E:222| 400]: Train Loss:0.0017035, Val MRR:0.4069, ice0003_2
2023-05-20 08:55:21,511 - ice0003_2 - [INFO] - [E:222| 500]: Train Loss:0.001704, Val MRR:0.4069, ice0003_2
2023-05-20 08:57:04,190 - ice0003_2 - [INFO] - [E:222| 600]: Train Loss:0.0017042, Val MRR:0.4069, ice0003_2
2023-05-20 08:58:47,202 - ice0003_2 - [INFO] - [E:222| 700]: Train Loss:0.0017049, Val MRR:0.4069, ice0003_2
2023-05-20 09:00:19,831 - ice0003_2 - [INFO] - [E:222| 800]: Train Loss:0.0017053, Val MRR:0.4069, ice0003_2
2023-05-20 09:02:02,402 - ice0003_2 - [INFO] - [E:222| 900]: Train Loss:0.0017057, Val MRR:0.4069, ice0003_2
2023-05-20 09:03:13,946 - ice0003_2 - [INFO] - [Epoch:222]: Training Loss:0.001706
2023-05-20 09:03:14,458 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 09:03:37,412 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 09:04:00,365 - ice0003_2 - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.43104, Head : 0.38409, Avg : 0.40757
2023-05-20 09:04:01,859 - ice0003_2 - [INFO] - [Epoch 222]: Training Loss: 0.0017057, Valid MRR: 0.40757,
2023-05-20 09:04:03,067 - ice0003_2 - [INFO] - [E:223| 0]: Train Loss:0.0017109, Val MRR:0.40757, ice0003_2
2023-05-20 09:05:44,734 - ice0003_2 - [INFO] - [E:223| 100]: Train Loss:0.0016983, Val MRR:0.40757, ice0003_2
2023-05-20 09:07:26,954 - ice0003_2 - [INFO] - [E:223| 200]: Train Loss:0.0016976, Val MRR:0.40757, ice0003_2
2023-05-20 09:08:59,530 - ice0003_2 - [INFO] - [E:223| 300]: Train Loss:0.0017004, Val MRR:0.40757, ice0003_2
2023-05-20 09:10:42,607 - ice0003_2 - [INFO] - [E:223| 400]: Train Loss:0.0017013, Val MRR:0.40757, ice0003_2
2023-05-20 09:12:25,497 - ice0003_2 - [INFO] - [E:223| 500]: Train Loss:0.0017019, Val MRR:0.40757, ice0003_2
2023-05-20 09:14:07,706 - ice0003_2 - [INFO] - [E:223| 600]: Train Loss:0.0017024, Val MRR:0.40757, ice0003_2
2023-05-20 09:15:50,630 - ice0003_2 - [INFO] - [E:223| 700]: Train Loss:0.0017032, Val MRR:0.40757, ice0003_2
2023-05-20 09:17:25,235 - ice0003_2 - [INFO] - [E:223| 800]: Train Loss:0.0017041, Val MRR:0.40757, ice0003_2
2023-05-20 09:19:08,803 - ice0003_2 - [INFO] - [E:223| 900]: Train Loss:0.0017047, Val MRR:0.40757, ice0003_2
2023-05-20 09:20:21,899 - ice0003_2 - [INFO] - [Epoch:223]: Training Loss:0.001705
2023-05-20 09:20:22,301 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 09:20:45,370 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 09:21:08,554 - ice0003_2 - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.43033, Head : 0.38466, Avg : 0.4075
2023-05-20 09:21:08,554 - ice0003_2 - [INFO] - [Epoch 223]: Training Loss: 0.0017051, Valid MRR: 0.40757,
2023-05-20 09:21:09,766 - ice0003_2 - [INFO] - [E:224| 0]: Train Loss:0.0017052, Val MRR:0.40757, ice0003_2
2023-05-20 09:22:52,427 - ice0003_2 - [INFO] - [E:224| 100]: Train Loss:0.0016998, Val MRR:0.40757, ice0003_2
2023-05-20 09:24:35,668 - ice0003_2 - [INFO] - [E:224| 200]: Train Loss:0.0017011, Val MRR:0.40757, ice0003_2
2023-05-20 09:26:08,800 - ice0003_2 - [INFO] - [E:224| 300]: Train Loss:0.0017014, Val MRR:0.40757, ice0003_2
2023-05-20 09:27:52,137 - ice0003_2 - [INFO] - [E:224| 400]: Train Loss:0.0017015, Val MRR:0.40757, ice0003_2
2023-05-20 09:29:35,150 - ice0003_2 - [INFO] - [E:224| 500]: Train Loss:0.0017026, Val MRR:0.40757, ice0003_2
2023-05-20 09:31:17,284 - ice0003_2 - [INFO] - [E:224| 600]: Train Loss:0.0017033, Val MRR:0.40757, ice0003_2
2023-05-20 09:32:58,763 - ice0003_2 - [INFO] - [E:224| 700]: Train Loss:0.0017031, Val MRR:0.40757, ice0003_2
2023-05-20 09:34:31,394 - ice0003_2 - [INFO] - [E:224| 800]: Train Loss:0.0017039, Val MRR:0.40757, ice0003_2
2023-05-20 09:36:13,623 - ice0003_2 - [INFO] - [E:224| 900]: Train Loss:0.0017044, Val MRR:0.40757, ice0003_2
2023-05-20 09:37:25,772 - ice0003_2 - [INFO] - [Epoch:224]: Training Loss:0.001705
2023-05-20 09:37:26,275 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 09:37:49,290 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 09:38:12,209 - ice0003_2 - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.4295, Head : 0.38537, Avg : 0.40743
2023-05-20 09:38:12,209 - ice0003_2 - [INFO] - [Epoch 224]: Training Loss: 0.0017051, Valid MRR: 0.40757,
2023-05-20 09:38:13,412 - ice0003_2 - [INFO] - [E:225| 0]: Train Loss:0.0017022, Val MRR:0.40757, ice0003_2
2023-05-20 09:39:55,594 - ice0003_2 - [INFO] - [E:225| 100]: Train Loss:0.0016978, Val MRR:0.40757, ice0003_2
2023-05-20 09:41:37,695 - ice0003_2 - [INFO] - [E:225| 200]: Train Loss:0.001698, Val MRR:0.40757, ice0003_2
2023-05-20 09:43:09,931 - ice0003_2 - [INFO] - [E:225| 300]: Train Loss:0.0016995, Val MRR:0.40757, ice0003_2
2023-05-20 09:44:52,874 - ice0003_2 - [INFO] - [E:225| 400]: Train Loss:0.0017002, Val MRR:0.40757, ice0003_2
2023-05-20 09:46:34,691 - ice0003_2 - [INFO] - [E:225| 500]: Train Loss:0.0017001, Val MRR:0.40757, ice0003_2
2023-05-20 09:48:17,482 - ice0003_2 - [INFO] - [E:225| 600]: Train Loss:0.001701, Val MRR:0.40757, ice0003_2
2023-05-20 09:50:00,651 - ice0003_2 - [INFO] - [E:225| 700]: Train Loss:0.0017016, Val MRR:0.40757, ice0003_2
2023-05-20 09:51:33,946 - ice0003_2 - [INFO] - [E:225| 800]: Train Loss:0.0017025, Val MRR:0.40757, ice0003_2
2023-05-20 09:53:16,456 - ice0003_2 - [INFO] - [E:225| 900]: Train Loss:0.001703, Val MRR:0.40757, ice0003_2
2023-05-20 09:54:28,326 - ice0003_2 - [INFO] - [Epoch:225]: Training Loss:0.001703
2023-05-20 09:54:28,799 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 09:54:51,772 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 09:55:14,755 - ice0003_2 - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.43122, Head : 0.38413, Avg : 0.40767
2023-05-20 09:55:16,107 - ice0003_2 - [INFO] - [Epoch 225]: Training Loss: 0.0017033, Valid MRR: 0.40767,
2023-05-20 09:55:17,062 - ice0003_2 - [INFO] - [E:226| 0]: Train Loss:0.0016864, Val MRR:0.40767, ice0003_2
2023-05-20 09:56:59,585 - ice0003_2 - [INFO] - [E:226| 100]: Train Loss:0.0017018, Val MRR:0.40767, ice0003_2
2023-05-20 09:58:41,897 - ice0003_2 - [INFO] - [E:226| 200]: Train Loss:0.0016991, Val MRR:0.40767, ice0003_2
2023-05-20 10:00:13,622 - ice0003_2 - [INFO] - [E:226| 300]: Train Loss:0.0016998, Val MRR:0.40767, ice0003_2
2023-05-20 10:01:55,258 - ice0003_2 - [INFO] - [E:226| 400]: Train Loss:0.0017003, Val MRR:0.40767, ice0003_2
2023-05-20 10:03:37,878 - ice0003_2 - [INFO] - [E:226| 500]: Train Loss:0.0017011, Val MRR:0.40767, ice0003_2
2023-05-20 10:05:24,024 - ice0003_2 - [INFO] - [E:226| 600]: Train Loss:0.0017012, Val MRR:0.40767, ice0003_2
2023-05-20 10:07:06,498 - ice0003_2 - [INFO] - [E:226| 700]: Train Loss:0.0017014, Val MRR:0.40767, ice0003_2
2023-05-20 10:08:48,948 - ice0003_2 - [INFO] - [E:226| 800]: Train Loss:0.0017017, Val MRR:0.40767, ice0003_2
2023-05-20 10:10:21,953 - ice0003_2 - [INFO] - [E:226| 900]: Train Loss:0.001702, Val MRR:0.40767, ice0003_2
2023-05-20 10:11:33,885 - ice0003_2 - [INFO] - [Epoch:226]: Training Loss:0.001703
2023-05-20 10:11:34,228 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 10:11:58,006 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 10:12:20,954 - ice0003_2 - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.43169, Head : 0.38565, Avg : 0.40867
2023-05-20 10:12:23,081 - ice0003_2 - [INFO] - [Epoch 226]: Training Loss: 0.0017025, Valid MRR: 0.40867,
2023-05-20 10:12:24,030 - ice0003_2 - [INFO] - [E:227| 0]: Train Loss:0.001735, Val MRR:0.40867, ice0003_2
2023-05-20 10:14:05,641 - ice0003_2 - [INFO] - [E:227| 100]: Train Loss:0.0016915, Val MRR:0.40867, ice0003_2
2023-05-20 10:15:46,772 - ice0003_2 - [INFO] - [E:227| 200]: Train Loss:0.0016952, Val MRR:0.40867, ice0003_2
2023-05-20 10:17:28,389 - ice0003_2 - [INFO] - [E:227| 300]: Train Loss:0.0016977, Val MRR:0.40867, ice0003_2
2023-05-20 10:19:01,555 - ice0003_2 - [INFO] - [E:227| 400]: Train Loss:0.0016984, Val MRR:0.40867, ice0003_2
2023-05-20 10:20:44,221 - ice0003_2 - [INFO] - [E:227| 500]: Train Loss:0.0016993, Val MRR:0.40867, ice0003_2
2023-05-20 10:22:26,745 - ice0003_2 - [INFO] - [E:227| 600]: Train Loss:0.001699, Val MRR:0.40867, ice0003_2
2023-05-20 10:24:09,009 - ice0003_2 - [INFO] - [E:227| 700]: Train Loss:0.0016997, Val MRR:0.40867, ice0003_2
2023-05-20 10:25:51,784 - ice0003_2 - [INFO] - [E:227| 800]: Train Loss:0.0016999, Val MRR:0.40867, ice0003_2
2023-05-20 10:27:24,320 - ice0003_2 - [INFO] - [E:227| 900]: Train Loss:0.0017007, Val MRR:0.40867, ice0003_2
2023-05-20 10:28:36,079 - ice0003_2 - [INFO] - [Epoch:227]: Training Loss:0.001701
2023-05-20 10:28:36,600 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 10:28:59,770 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 10:29:22,330 - ice0003_2 - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.43121, Head : 0.3845, Avg : 0.40786
2023-05-20 10:29:22,330 - ice0003_2 - [INFO] - [Epoch 227]: Training Loss: 0.0017014, Valid MRR: 0.40867,
2023-05-20 10:29:23,437 - ice0003_2 - [INFO] - [E:228| 0]: Train Loss:0.0016724, Val MRR:0.40867, ice0003_2
2023-05-20 10:31:06,137 - ice0003_2 - [INFO] - [E:228| 100]: Train Loss:0.0016967, Val MRR:0.40867, ice0003_2
2023-05-20 10:32:49,534 - ice0003_2 - [INFO] - [E:228| 200]: Train Loss:0.0016966, Val MRR:0.40867, ice0003_2
2023-05-20 10:34:32,824 - ice0003_2 - [INFO] - [E:228| 300]: Train Loss:0.0016973, Val MRR:0.40867, ice0003_2
2023-05-20 10:36:05,279 - ice0003_2 - [INFO] - [E:228| 400]: Train Loss:0.0016974, Val MRR:0.40867, ice0003_2
2023-05-20 10:37:47,738 - ice0003_2 - [INFO] - [E:228| 500]: Train Loss:0.0016985, Val MRR:0.40867, ice0003_2
2023-05-20 10:39:29,376 - ice0003_2 - [INFO] - [E:228| 600]: Train Loss:0.0016996, Val MRR:0.40867, ice0003_2
2023-05-20 10:41:11,169 - ice0003_2 - [INFO] - [E:228| 700]: Train Loss:0.0016992, Val MRR:0.40867, ice0003_2
2023-05-20 10:42:53,084 - ice0003_2 - [INFO] - [E:228| 800]: Train Loss:0.0017004, Val MRR:0.40867, ice0003_2
2023-05-20 10:44:24,539 - ice0003_2 - [INFO] - [E:228| 900]: Train Loss:0.0017008, Val MRR:0.40867, ice0003_2
2023-05-20 10:45:36,062 - ice0003_2 - [INFO] - [Epoch:228]: Training Loss:0.001701
2023-05-20 10:45:36,323 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 10:45:59,660 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 10:46:22,786 - ice0003_2 - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.43059, Head : 0.38499, Avg : 0.40779
2023-05-20 10:46:22,786 - ice0003_2 - [INFO] - [Epoch 228]: Training Loss: 0.001701, Valid MRR: 0.40867,
2023-05-20 10:46:23,626 - ice0003_2 - [INFO] - [E:229| 0]: Train Loss:0.0016927, Val MRR:0.40867, ice0003_2
2023-05-20 10:48:06,611 - ice0003_2 - [INFO] - [E:229| 100]: Train Loss:0.0016967, Val MRR:0.40867, ice0003_2
2023-05-20 10:49:48,574 - ice0003_2 - [INFO] - [E:229| 200]: Train Loss:0.0016957, Val MRR:0.40867, ice0003_2
2023-05-20 10:51:30,794 - ice0003_2 - [INFO] - [E:229| 300]: Train Loss:0.0016966, Val MRR:0.40867, ice0003_2
2023-05-20 10:53:02,953 - ice0003_2 - [INFO] - [E:229| 400]: Train Loss:0.0016965, Val MRR:0.40867, ice0003_2
2023-05-20 10:54:48,111 - ice0003_2 - [INFO] - [E:229| 500]: Train Loss:0.0016976, Val MRR:0.40867, ice0003_2
2023-05-20 10:56:30,668 - ice0003_2 - [INFO] - [E:229| 600]: Train Loss:0.0016979, Val MRR:0.40867, ice0003_2
2023-05-20 10:58:13,079 - ice0003_2 - [INFO] - [E:229| 700]: Train Loss:0.0016985, Val MRR:0.40867, ice0003_2
2023-05-20 10:59:54,989 - ice0003_2 - [INFO] - [E:229| 800]: Train Loss:0.0016987, Val MRR:0.40867, ice0003_2
2023-05-20 11:01:26,686 - ice0003_2 - [INFO] - [E:229| 900]: Train Loss:0.0016993, Val MRR:0.40867, ice0003_2
2023-05-20 11:02:39,326 - ice0003_2 - [INFO] - [Epoch:229]: Training Loss:0.0017
2023-05-20 11:02:39,749 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 11:03:03,171 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 11:03:26,486 - ice0003_2 - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.42937, Head : 0.38486, Avg : 0.40712
MR: Tail : 419.22, Head : 454.33, Avg : 436.78
Hit-1: Tail : 0.32188, Head : 0.28037, Avg : 0.30113
Hit-3: Tail : 0.48647, Head : 0.43246, Avg : 0.45946
Hit-10: Tail : 0.63697, Head : 0.59376, Avg : 0.61537
2023-05-20 11:03:26,487 - ice0003_2 - [INFO] - [Epoch 229]: Training Loss: 0.0016998, Valid MRR: 0.40867,
2023-05-20 11:03:27,646 - ice0003_2 - [INFO] - [E:230| 0]: Train Loss:0.0017032, Val MRR:0.40867, ice0003_2
2023-05-20 11:05:10,524 - ice0003_2 - [INFO] - [E:230| 100]: Train Loss:0.0016925, Val MRR:0.40867, ice0003_2
2023-05-20 11:06:54,235 - ice0003_2 - [INFO] - [E:230| 200]: Train Loss:0.0016954, Val MRR:0.40867, ice0003_2
2023-05-20 11:08:37,492 - ice0003_2 - [INFO] - [E:230| 300]: Train Loss:0.0016956, Val MRR:0.40867, ice0003_2
2023-05-20 11:10:09,384 - ice0003_2 - [INFO] - [E:230| 400]: Train Loss:0.0016951, Val MRR:0.40867, ice0003_2
2023-05-20 11:11:51,135 - ice0003_2 - [INFO] - [E:230| 500]: Train Loss:0.0016954, Val MRR:0.40867, ice0003_2
2023-05-20 11:13:31,677 - ice0003_2 - [INFO] - [E:230| 600]: Train Loss:0.0016966, Val MRR:0.40867, ice0003_2
2023-05-20 11:15:13,667 - ice0003_2 - [INFO] - [E:230| 700]: Train Loss:0.0016974, Val MRR:0.40867, ice0003_2
2023-05-20 11:16:55,408 - ice0003_2 - [INFO] - [E:230| 800]: Train Loss:0.001698, Val MRR:0.40867, ice0003_2
2023-05-20 11:18:33,048 - ice0003_2 - [INFO] - [E:230| 900]: Train Loss:0.0016986, Val MRR:0.40867, ice0003_2
2023-05-20 11:19:39,554 - ice0003_2 - [INFO] - [Epoch:230]: Training Loss:0.001699
2023-05-20 11:19:39,900 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 11:20:03,267 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 11:20:26,141 - ice0003_2 - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.43023, Head : 0.38454, Avg : 0.40739
2023-05-20 11:20:26,141 - ice0003_2 - [INFO] - [Epoch 230]: Training Loss: 0.001699, Valid MRR: 0.40867,
2023-05-20 11:20:27,364 - ice0003_2 - [INFO] - [E:231| 0]: Train Loss:0.0017033, Val MRR:0.40867, ice0003_2
2023-05-20 11:22:09,257 - ice0003_2 - [INFO] - [E:231| 100]: Train Loss:0.001688, Val MRR:0.40867, ice0003_2
2023-05-20 11:23:51,210 - ice0003_2 - [INFO] - [E:231| 200]: Train Loss:0.001693, Val MRR:0.40867, ice0003_2
2023-05-20 11:25:33,120 - ice0003_2 - [INFO] - [E:231| 300]: Train Loss:0.0016941, Val MRR:0.40867, ice0003_2
2023-05-20 11:27:13,418 - ice0003_2 - [INFO] - [E:231| 400]: Train Loss:0.0016949, Val MRR:0.40867, ice0003_2
2023-05-20 11:28:46,816 - ice0003_2 - [INFO] - [E:231| 500]: Train Loss:0.0016953, Val MRR:0.40867, ice0003_2
2023-05-20 11:30:29,778 - ice0003_2 - [INFO] - [E:231| 600]: Train Loss:0.0016956, Val MRR:0.40867, ice0003_2
2023-05-20 11:32:12,755 - ice0003_2 - [INFO] - [E:231| 700]: Train Loss:0.0016958, Val MRR:0.40867, ice0003_2
2023-05-20 11:33:55,484 - ice0003_2 - [INFO] - [E:231| 800]: Train Loss:0.0016967, Val MRR:0.40867, ice0003_2
2023-05-20 11:35:37,932 - ice0003_2 - [INFO] - [E:231| 900]: Train Loss:0.0016981, Val MRR:0.40867, ice0003_2
2023-05-20 11:36:39,772 - ice0003_2 - [INFO] - [Epoch:231]: Training Loss:0.001698
2023-05-20 11:36:40,187 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 11:37:03,204 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 11:37:26,127 - ice0003_2 - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.42978, Head : 0.3862, Avg : 0.40799
2023-05-20 11:37:26,127 - ice0003_2 - [INFO] - [Epoch 231]: Training Loss: 0.0016982, Valid MRR: 0.40867,
2023-05-20 11:37:27,256 - ice0003_2 - [INFO] - [E:232| 0]: Train Loss:0.0016763, Val MRR:0.40867, ice0003_2
2023-05-20 11:39:10,207 - ice0003_2 - [INFO] - [E:232| 100]: Train Loss:0.0016883, Val MRR:0.40867, ice0003_2
2023-05-20 11:40:52,701 - ice0003_2 - [INFO] - [E:232| 200]: Train Loss:0.001689, Val MRR:0.40867, ice0003_2
2023-05-20 11:42:36,691 - ice0003_2 - [INFO] - [E:232| 300]: Train Loss:0.0016905, Val MRR:0.40867, ice0003_2
2023-05-20 11:44:19,508 - ice0003_2 - [INFO] - [E:232| 400]: Train Loss:0.0016912, Val MRR:0.40867, ice0003_2
2023-05-20 11:45:52,390 - ice0003_2 - [INFO] - [E:232| 500]: Train Loss:0.0016923, Val MRR:0.40867, ice0003_2
2023-05-20 11:47:35,478 - ice0003_2 - [INFO] - [E:232| 600]: Train Loss:0.0016934, Val MRR:0.40867, ice0003_2
2023-05-20 11:49:18,460 - ice0003_2 - [INFO] - [E:232| 700]: Train Loss:0.0016945, Val MRR:0.40867, ice0003_2
2023-05-20 11:51:01,463 - ice0003_2 - [INFO] - [E:232| 800]: Train Loss:0.0016953, Val MRR:0.40867, ice0003_2
2023-05-20 11:52:44,840 - ice0003_2 - [INFO] - [E:232| 900]: Train Loss:0.0016963, Val MRR:0.40867, ice0003_2
2023-05-20 11:53:50,117 - ice0003_2 - [INFO] - [Epoch:232]: Training Loss:0.001697
2023-05-20 11:53:50,340 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 11:54:09,966 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 11:54:33,045 - ice0003_2 - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.4316, Head : 0.38517, Avg : 0.40839
2023-05-20 11:54:33,046 - ice0003_2 - [INFO] - [Epoch 232]: Training Loss: 0.001697, Valid MRR: 0.40867,
2023-05-20 11:54:34,252 - ice0003_2 - [INFO] - [E:233| 0]: Train Loss:0.0016748, Val MRR:0.40867, ice0003_2
2023-05-20 11:56:14,656 - ice0003_2 - [INFO] - [E:233| 100]: Train Loss:0.0016888, Val MRR:0.40867, ice0003_2
2023-05-20 11:57:56,249 - ice0003_2 - [INFO] - [E:233| 200]: Train Loss:0.0016904, Val MRR:0.40867, ice0003_2
2023-05-20 11:59:38,325 - ice0003_2 - [INFO] - [E:233| 300]: Train Loss:0.0016909, Val MRR:0.40867, ice0003_2
2023-05-20 12:01:20,772 - ice0003_2 - [INFO] - [E:233| 400]: Train Loss:0.0016919, Val MRR:0.40867, ice0003_2
2023-05-20 12:02:53,130 - ice0003_2 - [INFO] - [E:233| 500]: Train Loss:0.0016931, Val MRR:0.40867, ice0003_2
2023-05-20 12:04:36,012 - ice0003_2 - [INFO] - [E:233| 600]: Train Loss:0.0016938, Val MRR:0.40867, ice0003_2
2023-05-20 12:06:18,600 - ice0003_2 - [INFO] - [E:233| 700]: Train Loss:0.0016945, Val MRR:0.40867, ice0003_2
2023-05-20 12:08:00,141 - ice0003_2 - [INFO] - [E:233| 800]: Train Loss:0.0016955, Val MRR:0.40867, ice0003_2
2023-05-20 12:09:42,201 - ice0003_2 - [INFO] - [E:233| 900]: Train Loss:0.0016961, Val MRR:0.40867, ice0003_2
2023-05-20 12:10:53,584 - ice0003_2 - [INFO] - [Epoch:233]: Training Loss:0.001697
2023-05-20 12:10:53,845 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 12:11:09,851 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 12:11:28,249 - ice0003_2 - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.42939, Head : 0.38413, Avg : 0.40676
2023-05-20 12:11:28,249 - ice0003_2 - [INFO] - [Epoch 233]: Training Loss: 0.0016966, Valid MRR: 0.40867,
2023-05-20 12:11:29,462 - ice0003_2 - [INFO] - [E:234| 0]: Train Loss:0.0016819, Val MRR:0.40867, ice0003_2
2023-05-20 12:13:11,498 - ice0003_2 - [INFO] - [E:234| 100]: Train Loss:0.0016929, Val MRR:0.40867, ice0003_2
2023-05-20 12:14:54,021 - ice0003_2 - [INFO] - [E:234| 200]: Train Loss:0.0016914, Val MRR:0.40867, ice0003_2
2023-05-20 12:16:36,761 - ice0003_2 - [INFO] - [E:234| 300]: Train Loss:0.0016916, Val MRR:0.40867, ice0003_2
2023-05-20 12:18:18,894 - ice0003_2 - [INFO] - [E:234| 400]: Train Loss:0.0016929, Val MRR:0.40867, ice0003_2
2023-05-20 12:19:54,108 - ice0003_2 - [INFO] - [E:234| 500]: Train Loss:0.001693, Val MRR:0.40867, ice0003_2
2023-05-20 12:21:34,192 - ice0003_2 - [INFO] - [E:234| 600]: Train Loss:0.0016936, Val MRR:0.40867, ice0003_2
2023-05-20 12:23:17,262 - ice0003_2 - [INFO] - [E:234| 700]: Train Loss:0.0016943, Val MRR:0.40867, ice0003_2
2023-05-20 12:24:59,489 - ice0003_2 - [INFO] - [E:234| 800]: Train Loss:0.0016949, Val MRR:0.40867, ice0003_2
2023-05-20 12:26:40,605 - ice0003_2 - [INFO] - [E:234| 900]: Train Loss:0.0016958, Val MRR:0.40867, ice0003_2
2023-05-20 12:27:52,677 - ice0003_2 - [INFO] - [Epoch:234]: Training Loss:0.001696
2023-05-20 12:27:53,003 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 12:28:16,607 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 12:28:30,642 - ice0003_2 - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.43065, Head : 0.38761, Avg : 0.40913
2023-05-20 12:28:31,967 - ice0003_2 - [INFO] - [Epoch 234]: Training Loss: 0.001696, Valid MRR: 0.40913,
2023-05-20 12:28:32,618 - ice0003_2 - [INFO] - [E:235| 0]: Train Loss:0.0016924, Val MRR:0.40913, ice0003_2
2023-05-20 12:30:16,074 - ice0003_2 - [INFO] - [E:235| 100]: Train Loss:0.0016931, Val MRR:0.40913, ice0003_2
2023-05-20 12:31:59,233 - ice0003_2 - [INFO] - [E:235| 200]: Train Loss:0.0016906, Val MRR:0.40913, ice0003_2
2023-05-20 12:33:42,238 - ice0003_2 - [INFO] - [E:235| 300]: Train Loss:0.0016901, Val MRR:0.40913, ice0003_2
2023-05-20 12:35:25,213 - ice0003_2 - [INFO] - [E:235| 400]: Train Loss:0.0016911, Val MRR:0.40913, ice0003_2
2023-05-20 12:37:08,326 - ice0003_2 - [INFO] - [E:235| 500]: Train Loss:0.0016925, Val MRR:0.40913, ice0003_2
2023-05-20 12:38:40,453 - ice0003_2 - [INFO] - [E:235| 600]: Train Loss:0.0016926, Val MRR:0.40913, ice0003_2
2023-05-20 12:40:21,577 - ice0003_2 - [INFO] - [E:235| 700]: Train Loss:0.0016936, Val MRR:0.40913, ice0003_2
2023-05-20 12:42:04,849 - ice0003_2 - [INFO] - [E:235| 800]: Train Loss:0.0016937, Val MRR:0.40913, ice0003_2
2023-05-20 12:43:48,118 - ice0003_2 - [INFO] - [E:235| 900]: Train Loss:0.0016946, Val MRR:0.40913, ice0003_2
2023-05-20 12:45:01,124 - ice0003_2 - [INFO] - [Epoch:235]: Training Loss:0.001695
2023-05-20 12:45:01,474 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 12:45:25,355 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 12:45:48,613 - ice0003_2 - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.43106, Head : 0.38512, Avg : 0.40809
2023-05-20 12:45:48,613 - ice0003_2 - [INFO] - [Epoch 235]: Training Loss: 0.0016948, Valid MRR: 0.40913,
2023-05-20 12:45:49,282 - ice0003_2 - [INFO] - [E:236| 0]: Train Loss:0.0016827, Val MRR:0.40913, ice0003_2
2023-05-20 12:47:22,912 - ice0003_2 - [INFO] - [E:236| 100]: Train Loss:0.0016876, Val MRR:0.40913, ice0003_2
2023-05-20 12:49:05,798 - ice0003_2 - [INFO] - [E:236| 200]: Train Loss:0.0016878, Val MRR:0.40913, ice0003_2
2023-05-20 12:50:49,038 - ice0003_2 - [INFO] - [E:236| 300]: Train Loss:0.0016894, Val MRR:0.40913, ice0003_2
2023-05-20 12:52:31,859 - ice0003_2 - [INFO] - [E:236| 400]: Train Loss:0.0016893, Val MRR:0.40913, ice0003_2
2023-05-20 12:54:13,040 - ice0003_2 - [INFO] - [E:236| 500]: Train Loss:0.0016905, Val MRR:0.40913, ice0003_2
2023-05-20 12:55:46,021 - ice0003_2 - [INFO] - [E:236| 600]: Train Loss:0.0016913, Val MRR:0.40913, ice0003_2
2023-05-20 12:57:29,106 - ice0003_2 - [INFO] - [E:236| 700]: Train Loss:0.001692, Val MRR:0.40913, ice0003_2
2023-05-20 12:59:12,925 - ice0003_2 - [INFO] - [E:236| 800]: Train Loss:0.0016924, Val MRR:0.40913, ice0003_2
2023-05-20 13:00:55,338 - ice0003_2 - [INFO] - [E:236| 900]: Train Loss:0.0016933, Val MRR:0.40913, ice0003_2
2023-05-20 13:02:07,541 - ice0003_2 - [INFO] - [Epoch:236]: Training Loss:0.001694
2023-05-20 13:02:07,887 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 13:02:31,510 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 13:02:54,390 - ice0003_2 - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.43043, Head : 0.38545, Avg : 0.40794
2023-05-20 13:02:54,390 - ice0003_2 - [INFO] - [Epoch 236]: Training Loss: 0.0016938, Valid MRR: 0.40913,
2023-05-20 13:02:55,532 - ice0003_2 - [INFO] - [E:237| 0]: Train Loss:0.0017163, Val MRR:0.40913, ice0003_2
2023-05-20 13:04:28,105 - ice0003_2 - [INFO] - [E:237| 100]: Train Loss:0.0016878, Val MRR:0.40913, ice0003_2
2023-05-20 13:06:10,632 - ice0003_2 - [INFO] - [E:237| 200]: Train Loss:0.0016901, Val MRR:0.40913, ice0003_2
2023-05-20 13:07:52,907 - ice0003_2 - [INFO] - [E:237| 300]: Train Loss:0.0016908, Val MRR:0.40913, ice0003_2
2023-05-20 13:09:34,877 - ice0003_2 - [INFO] - [E:237| 400]: Train Loss:0.001691, Val MRR:0.40913, ice0003_2
2023-05-20 13:11:16,950 - ice0003_2 - [INFO] - [E:237| 500]: Train Loss:0.0016907, Val MRR:0.40913, ice0003_2
2023-05-20 13:12:49,460 - ice0003_2 - [INFO] - [E:237| 600]: Train Loss:0.0016911, Val MRR:0.40913, ice0003_2
2023-05-20 13:14:31,865 - ice0003_2 - [INFO] - [E:237| 700]: Train Loss:0.0016917, Val MRR:0.40913, ice0003_2
2023-05-20 13:16:13,863 - ice0003_2 - [INFO] - [E:237| 800]: Train Loss:0.0016924, Val MRR:0.40913, ice0003_2
2023-05-20 13:17:55,916 - ice0003_2 - [INFO] - [E:237| 900]: Train Loss:0.0016925, Val MRR:0.40913, ice0003_2
2023-05-20 13:19:10,288 - ice0003_2 - [INFO] - [Epoch:237]: Training Loss:0.001693
2023-05-20 13:19:10,550 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 13:19:33,841 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 13:19:56,889 - ice0003_2 - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.43124, Head : 0.3868, Avg : 0.40902
2023-05-20 13:19:56,889 - ice0003_2 - [INFO] - [Epoch 237]: Training Loss: 0.0016929, Valid MRR: 0.40913,
2023-05-20 13:19:57,891 - ice0003_2 - [INFO] - [E:238| 0]: Train Loss:0.0016809, Val MRR:0.40913, ice0003_2
2023-05-20 13:21:30,260 - ice0003_2 - [INFO] - [E:238| 100]: Train Loss:0.0016861, Val MRR:0.40913, ice0003_2
2023-05-20 13:23:11,657 - ice0003_2 - [INFO] - [E:238| 200]: Train Loss:0.0016879, Val MRR:0.40913, ice0003_2
2023-05-20 13:24:54,805 - ice0003_2 - [INFO] - [E:238| 300]: Train Loss:0.001689, Val MRR:0.40913, ice0003_2
2023-05-20 13:26:38,418 - ice0003_2 - [INFO] - [E:238| 400]: Train Loss:0.0016895, Val MRR:0.40913, ice0003_2
2023-05-20 13:28:21,866 - ice0003_2 - [INFO] - [E:238| 500]: Train Loss:0.0016897, Val MRR:0.40913, ice0003_2
2023-05-20 13:29:55,202 - ice0003_2 - [INFO] - [E:238| 600]: Train Loss:0.00169, Val MRR:0.40913, ice0003_2
2023-05-20 13:31:37,186 - ice0003_2 - [INFO] - [E:238| 700]: Train Loss:0.0016903, Val MRR:0.40913, ice0003_2
2023-05-20 13:33:18,623 - ice0003_2 - [INFO] - [E:238| 800]: Train Loss:0.0016909, Val MRR:0.40913, ice0003_2
2023-05-20 13:35:00,594 - ice0003_2 - [INFO] - [E:238| 900]: Train Loss:0.0016911, Val MRR:0.40913, ice0003_2
2023-05-20 13:36:11,977 - ice0003_2 - [INFO] - [Epoch:238]: Training Loss:0.001692
2023-05-20 13:36:12,490 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 13:36:35,337 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 13:36:57,898 - ice0003_2 - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.43263, Head : 0.38614, Avg : 0.40938
2023-05-20 13:36:59,125 - ice0003_2 - [INFO] - [Epoch 238]: Training Loss: 0.0016915, Valid MRR: 0.40938,
2023-05-20 13:37:00,111 - ice0003_2 - [INFO] - [E:239| 0]: Train Loss:0.0016766, Val MRR:0.40938, ice0003_2
2023-05-20 13:38:31,516 - ice0003_2 - [INFO] - [E:239| 100]: Train Loss:0.0016826, Val MRR:0.40938, ice0003_2
2023-05-20 13:40:14,703 - ice0003_2 - [INFO] - [E:239| 200]: Train Loss:0.0016853, Val MRR:0.40938, ice0003_2
2023-05-20 13:41:57,606 - ice0003_2 - [INFO] - [E:239| 300]: Train Loss:0.001686, Val MRR:0.40938, ice0003_2
2023-05-20 13:43:39,879 - ice0003_2 - [INFO] - [E:239| 400]: Train Loss:0.0016869, Val MRR:0.40938, ice0003_2
2023-05-20 13:45:22,953 - ice0003_2 - [INFO] - [E:239| 500]: Train Loss:0.0016876, Val MRR:0.40938, ice0003_2
2023-05-20 13:47:03,239 - ice0003_2 - [INFO] - [E:239| 600]: Train Loss:0.0016882, Val MRR:0.40938, ice0003_2
2023-05-20 13:48:38,751 - ice0003_2 - [INFO] - [E:239| 700]: Train Loss:0.0016889, Val MRR:0.40938, ice0003_2
2023-05-20 13:50:22,813 - ice0003_2 - [INFO] - [E:239| 800]: Train Loss:0.0016895, Val MRR:0.40938, ice0003_2
2023-05-20 13:52:04,305 - ice0003_2 - [INFO] - [E:239| 900]: Train Loss:0.0016903, Val MRR:0.40938, ice0003_2
2023-05-20 13:53:16,011 - ice0003_2 - [INFO] - [Epoch:239]: Training Loss:0.001691
2023-05-20 13:53:16,412 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 13:53:39,777 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 13:54:02,272 - ice0003_2 - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.4333, Head : 0.38541, Avg : 0.40936
MR: Tail : 437.95, Head : 473.99, Avg : 455.97
Hit-1: Tail : 0.32917, Head : 0.28001, Avg : 0.30459
Hit-3: Tail : 0.48707, Head : 0.4367, Avg : 0.46189
Hit-10: Tail : 0.63515, Head : 0.59546, Avg : 0.61531
2023-05-20 13:54:02,272 - ice0003_2 - [INFO] - [Epoch 239]: Training Loss: 0.0016908, Valid MRR: 0.40938,
2023-05-20 13:54:03,285 - ice0003_2 - [INFO] - [E:240| 0]: Train Loss:0.00168, Val MRR:0.40938, ice0003_2
2023-05-20 13:55:41,921 - ice0003_2 - [INFO] - [E:240| 100]: Train Loss:0.0016836, Val MRR:0.40938, ice0003_2
2023-05-20 13:57:18,149 - ice0003_2 - [INFO] - [E:240| 200]: Train Loss:0.0016834, Val MRR:0.40938, ice0003_2
2023-05-20 13:59:00,010 - ice0003_2 - [INFO] - [E:240| 300]: Train Loss:0.0016839, Val MRR:0.40938, ice0003_2
2023-05-20 14:00:41,486 - ice0003_2 - [INFO] - [E:240| 400]: Train Loss:0.0016854, Val MRR:0.40938, ice0003_2
2023-05-20 14:02:23,097 - ice0003_2 - [INFO] - [E:240| 500]: Train Loss:0.0016856, Val MRR:0.40938, ice0003_2
2023-05-20 14:04:05,193 - ice0003_2 - [INFO] - [E:240| 600]: Train Loss:0.0016861, Val MRR:0.40938, ice0003_2
2023-05-20 14:05:37,464 - ice0003_2 - [INFO] - [E:240| 700]: Train Loss:0.001687, Val MRR:0.40938, ice0003_2
2023-05-20 14:07:21,235 - ice0003_2 - [INFO] - [E:240| 800]: Train Loss:0.0016882, Val MRR:0.40938, ice0003_2
2023-05-20 14:09:04,883 - ice0003_2 - [INFO] - [E:240| 900]: Train Loss:0.0016892, Val MRR:0.40938, ice0003_2
2023-05-20 14:10:17,154 - ice0003_2 - [INFO] - [Epoch:240]: Training Loss:0.00169
2023-05-20 14:10:17,552 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 14:10:41,269 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 14:11:04,135 - ice0003_2 - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.43202, Head : 0.38573, Avg : 0.40888
2023-05-20 14:11:04,135 - ice0003_2 - [INFO] - [Epoch 240]: Training Loss: 0.0016897, Valid MRR: 0.40938,
2023-05-20 14:11:05,326 - ice0003_2 - [INFO] - [E:241| 0]: Train Loss:0.0016378, Val MRR:0.40938, ice0003_2
2023-05-20 14:12:48,155 - ice0003_2 - [INFO] - [E:241| 100]: Train Loss:0.0016805, Val MRR:0.40938, ice0003_2
2023-05-20 14:14:20,959 - ice0003_2 - [INFO] - [E:241| 200]: Train Loss:0.0016809, Val MRR:0.40938, ice0003_2
2023-05-20 14:16:04,264 - ice0003_2 - [INFO] - [E:241| 300]: Train Loss:0.0016824, Val MRR:0.40938, ice0003_2
2023-05-20 14:17:47,176 - ice0003_2 - [INFO] - [E:241| 400]: Train Loss:0.001684, Val MRR:0.40938, ice0003_2
2023-05-20 14:19:29,536 - ice0003_2 - [INFO] - [E:241| 500]: Train Loss:0.0016849, Val MRR:0.40938, ice0003_2
2023-05-20 14:21:11,236 - ice0003_2 - [INFO] - [E:241| 600]: Train Loss:0.0016863, Val MRR:0.40938, ice0003_2
2023-05-20 14:22:43,201 - ice0003_2 - [INFO] - [E:241| 700]: Train Loss:0.0016865, Val MRR:0.40938, ice0003_2
2023-05-20 14:24:25,500 - ice0003_2 - [INFO] - [E:241| 800]: Train Loss:0.0016874, Val MRR:0.40938, ice0003_2
2023-05-20 14:26:08,388 - ice0003_2 - [INFO] - [E:241| 900]: Train Loss:0.0016879, Val MRR:0.40938, ice0003_2
2023-05-20 14:27:20,560 - ice0003_2 - [INFO] - [Epoch:241]: Training Loss:0.001689
2023-05-20 14:27:20,862 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 14:27:44,252 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 14:28:07,687 - ice0003_2 - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.43114, Head : 0.38504, Avg : 0.40809
2023-05-20 14:28:07,687 - ice0003_2 - [INFO] - [Epoch 241]: Training Loss: 0.0016886, Valid MRR: 0.40938,
2023-05-20 14:28:08,543 - ice0003_2 - [INFO] - [E:242| 0]: Train Loss:0.0017146, Val MRR:0.40938, ice0003_2
2023-05-20 14:29:51,848 - ice0003_2 - [INFO] - [E:242| 100]: Train Loss:0.0016778, Val MRR:0.40938, ice0003_2
2023-05-20 14:31:24,275 - ice0003_2 - [INFO] - [E:242| 200]: Train Loss:0.0016815, Val MRR:0.40938, ice0003_2
2023-05-20 14:33:06,868 - ice0003_2 - [INFO] - [E:242| 300]: Train Loss:0.0016841, Val MRR:0.40938, ice0003_2
2023-05-20 14:34:48,412 - ice0003_2 - [INFO] - [E:242| 400]: Train Loss:0.0016848, Val MRR:0.40938, ice0003_2
2023-05-20 14:36:30,416 - ice0003_2 - [INFO] - [E:242| 500]: Train Loss:0.0016855, Val MRR:0.40938, ice0003_2
2023-05-20 14:38:12,824 - ice0003_2 - [INFO] - [E:242| 600]: Train Loss:0.001686, Val MRR:0.40938, ice0003_2
2023-05-20 14:39:45,495 - ice0003_2 - [INFO] - [E:242| 700]: Train Loss:0.0016865, Val MRR:0.40938, ice0003_2
2023-05-20 14:41:27,402 - ice0003_2 - [INFO] - [E:242| 800]: Train Loss:0.0016866, Val MRR:0.40938, ice0003_2
2023-05-20 14:43:09,250 - ice0003_2 - [INFO] - [E:242| 900]: Train Loss:0.0016872, Val MRR:0.40938, ice0003_2
2023-05-20 14:44:20,774 - ice0003_2 - [INFO] - [Epoch:242]: Training Loss:0.001688
2023-05-20 14:44:21,172 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 14:44:44,849 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 14:45:07,951 - ice0003_2 - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.43238, Head : 0.38657, Avg : 0.40947
2023-05-20 14:45:09,326 - ice0003_2 - [INFO] - [Epoch 242]: Training Loss: 0.0016878, Valid MRR: 0.40947,
2023-05-20 14:45:10,485 - ice0003_2 - [INFO] - [E:243| 0]: Train Loss:0.0016648, Val MRR:0.40947, ice0003_2
2023-05-20 14:46:52,359 - ice0003_2 - [INFO] - [E:243| 100]: Train Loss:0.0016808, Val MRR:0.40947, ice0003_2
2023-05-20 14:48:25,253 - ice0003_2 - [INFO] - [E:243| 200]: Train Loss:0.0016818, Val MRR:0.40947, ice0003_2
2023-05-20 14:50:06,460 - ice0003_2 - [INFO] - [E:243| 300]: Train Loss:0.0016828, Val MRR:0.40947, ice0003_2
2023-05-20 14:51:49,182 - ice0003_2 - [INFO] - [E:243| 400]: Train Loss:0.0016839, Val MRR:0.40947, ice0003_2
2023-05-20 14:53:32,142 - ice0003_2 - [INFO] - [E:243| 500]: Train Loss:0.0016842, Val MRR:0.40947, ice0003_2
2023-05-20 14:55:16,389 - ice0003_2 - [INFO] - [E:243| 600]: Train Loss:0.0016851, Val MRR:0.40947, ice0003_2
2023-05-20 14:56:53,348 - ice0003_2 - [INFO] - [E:243| 700]: Train Loss:0.0016861, Val MRR:0.40947, ice0003_2
2023-05-20 14:58:30,646 - ice0003_2 - [INFO] - [E:243| 800]: Train Loss:0.0016865, Val MRR:0.40947, ice0003_2
2023-05-20 15:00:13,177 - ice0003_2 - [INFO] - [E:243| 900]: Train Loss:0.0016871, Val MRR:0.40947, ice0003_2
2023-05-20 15:01:25,612 - ice0003_2 - [INFO] - [Epoch:243]: Training Loss:0.001687
2023-05-20 15:01:26,115 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 15:01:49,237 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 15:02:11,956 - ice0003_2 - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.43247, Head : 0.38632, Avg : 0.40939
2023-05-20 15:02:11,956 - ice0003_2 - [INFO] - [Epoch 243]: Training Loss: 0.0016873, Valid MRR: 0.40947,
2023-05-20 15:02:13,137 - ice0003_2 - [INFO] - [E:244| 0]: Train Loss:0.0016704, Val MRR:0.40947, ice0003_2
2023-05-20 15:03:53,971 - ice0003_2 - [INFO] - [E:244| 100]: Train Loss:0.0016815, Val MRR:0.40947, ice0003_2
2023-05-20 15:05:31,787 - ice0003_2 - [INFO] - [E:244| 200]: Train Loss:0.0016822, Val MRR:0.40947, ice0003_2
2023-05-20 15:07:08,868 - ice0003_2 - [INFO] - [E:244| 300]: Train Loss:0.0016816, Val MRR:0.40947, ice0003_2
2023-05-20 15:08:51,774 - ice0003_2 - [INFO] - [E:244| 400]: Train Loss:0.0016822, Val MRR:0.40947, ice0003_2
2023-05-20 15:10:33,729 - ice0003_2 - [INFO] - [E:244| 500]: Train Loss:0.0016829, Val MRR:0.40947, ice0003_2
2023-05-20 15:12:15,900 - ice0003_2 - [INFO] - [E:244| 600]: Train Loss:0.0016839, Val MRR:0.40947, ice0003_2
2023-05-20 15:13:58,342 - ice0003_2 - [INFO] - [E:244| 700]: Train Loss:0.0016843, Val MRR:0.40947, ice0003_2
2023-05-20 15:15:30,633 - ice0003_2 - [INFO] - [E:244| 800]: Train Loss:0.0016851, Val MRR:0.40947, ice0003_2
2023-05-20 15:17:12,501 - ice0003_2 - [INFO] - [E:244| 900]: Train Loss:0.0016856, Val MRR:0.40947, ice0003_2
2023-05-20 15:18:23,710 - ice0003_2 - [INFO] - [Epoch:244]: Training Loss:0.001686
2023-05-20 15:18:24,054 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 15:18:47,335 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 15:19:10,388 - ice0003_2 - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.43216, Head : 0.38482, Avg : 0.40849
2023-05-20 15:19:10,389 - ice0003_2 - [INFO] - [Epoch 244]: Training Loss: 0.001686, Valid MRR: 0.40947,
2023-05-20 15:19:11,164 - ice0003_2 - [INFO] - [E:245| 0]: Train Loss:0.0016945, Val MRR:0.40947, ice0003_2
2023-05-20 15:20:54,125 - ice0003_2 - [INFO] - [E:245| 100]: Train Loss:0.0016803, Val MRR:0.40947, ice0003_2
2023-05-20 15:22:36,920 - ice0003_2 - [INFO] - [E:245| 200]: Train Loss:0.00168, Val MRR:0.40947, ice0003_2
2023-05-20 15:24:09,088 - ice0003_2 - [INFO] - [E:245| 300]: Train Loss:0.0016802, Val MRR:0.40947, ice0003_2
2023-05-20 15:25:50,679 - ice0003_2 - [INFO] - [E:245| 400]: Train Loss:0.0016812, Val MRR:0.40947, ice0003_2
2023-05-20 15:27:32,493 - ice0003_2 - [INFO] - [E:245| 500]: Train Loss:0.0016821, Val MRR:0.40947, ice0003_2
2023-05-20 15:29:14,259 - ice0003_2 - [INFO] - [E:245| 600]: Train Loss:0.0016827, Val MRR:0.40947, ice0003_2
2023-05-20 15:30:56,593 - ice0003_2 - [INFO] - [E:245| 700]: Train Loss:0.0016833, Val MRR:0.40947, ice0003_2
2023-05-20 15:32:27,687 - ice0003_2 - [INFO] - [E:245| 800]: Train Loss:0.0016842, Val MRR:0.40947, ice0003_2
2023-05-20 15:34:09,565 - ice0003_2 - [INFO] - [E:245| 900]: Train Loss:0.0016845, Val MRR:0.40947, ice0003_2
2023-05-20 15:35:22,057 - ice0003_2 - [INFO] - [Epoch:245]: Training Loss:0.001685
2023-05-20 15:35:22,318 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 15:35:45,963 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 15:36:09,262 - ice0003_2 - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.43339, Head : 0.38576, Avg : 0.40958
2023-05-20 15:36:10,478 - ice0003_2 - [INFO] - [Epoch 245]: Training Loss: 0.0016851, Valid MRR: 0.40958,
2023-05-20 15:36:11,685 - ice0003_2 - [INFO] - [E:246| 0]: Train Loss:0.0016573, Val MRR:0.40958, ice0003_2
2023-05-20 15:37:53,674 - ice0003_2 - [INFO] - [E:246| 100]: Train Loss:0.0016776, Val MRR:0.40958, ice0003_2
2023-05-20 15:39:35,932 - ice0003_2 - [INFO] - [E:246| 200]: Train Loss:0.0016786, Val MRR:0.40958, ice0003_2
2023-05-20 15:41:08,211 - ice0003_2 - [INFO] - [E:246| 300]: Train Loss:0.0016806, Val MRR:0.40958, ice0003_2
2023-05-20 15:42:53,391 - ice0003_2 - [INFO] - [E:246| 400]: Train Loss:0.0016813, Val MRR:0.40958, ice0003_2
2023-05-20 15:44:35,717 - ice0003_2 - [INFO] - [E:246| 500]: Train Loss:0.0016817, Val MRR:0.40958, ice0003_2
2023-05-20 15:46:17,493 - ice0003_2 - [INFO] - [E:246| 600]: Train Loss:0.001682, Val MRR:0.40958, ice0003_2
2023-05-20 15:47:58,340 - ice0003_2 - [INFO] - [E:246| 700]: Train Loss:0.0016827, Val MRR:0.40958, ice0003_2
2023-05-20 15:49:30,177 - ice0003_2 - [INFO] - [E:246| 800]: Train Loss:0.0016834, Val MRR:0.40958, ice0003_2
2023-05-20 15:51:12,090 - ice0003_2 - [INFO] - [E:246| 900]: Train Loss:0.0016836, Val MRR:0.40958, ice0003_2
2023-05-20 15:52:24,000 - ice0003_2 - [INFO] - [Epoch:246]: Training Loss:0.001684
2023-05-20 15:52:24,486 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 15:52:47,596 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 15:53:10,617 - ice0003_2 - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.43225, Head : 0.38479, Avg : 0.40852
2023-05-20 15:53:10,617 - ice0003_2 - [INFO] - [Epoch 246]: Training Loss: 0.0016839, Valid MRR: 0.40958,
2023-05-20 15:53:11,816 - ice0003_2 - [INFO] - [E:247| 0]: Train Loss:0.0016762, Val MRR:0.40958, ice0003_2
2023-05-20 15:54:54,452 - ice0003_2 - [INFO] - [E:247| 100]: Train Loss:0.0016786, Val MRR:0.40958, ice0003_2
2023-05-20 15:56:37,204 - ice0003_2 - [INFO] - [E:247| 200]: Train Loss:0.0016776, Val MRR:0.40958, ice0003_2
2023-05-20 15:58:10,092 - ice0003_2 - [INFO] - [E:247| 300]: Train Loss:0.0016777, Val MRR:0.40958, ice0003_2
2023-05-20 15:59:52,271 - ice0003_2 - [INFO] - [E:247| 400]: Train Loss:0.0016784, Val MRR:0.40958, ice0003_2
2023-05-20 16:01:32,949 - ice0003_2 - [INFO] - [E:247| 500]: Train Loss:0.0016792, Val MRR:0.40958, ice0003_2
2023-05-20 16:03:14,379 - ice0003_2 - [INFO] - [E:247| 600]: Train Loss:0.0016802, Val MRR:0.40958, ice0003_2
2023-05-20 16:04:56,218 - ice0003_2 - [INFO] - [E:247| 700]: Train Loss:0.0016809, Val MRR:0.40958, ice0003_2
2023-05-20 16:06:34,056 - ice0003_2 - [INFO] - [E:247| 800]: Train Loss:0.0016813, Val MRR:0.40958, ice0003_2
2023-05-20 16:08:10,595 - ice0003_2 - [INFO] - [E:247| 900]: Train Loss:0.0016821, Val MRR:0.40958, ice0003_2
2023-05-20 16:09:22,511 - ice0003_2 - [INFO] - [Epoch:247]: Training Loss:0.001683
2023-05-20 16:09:23,033 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 16:09:46,361 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 16:10:09,251 - ice0003_2 - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.43314, Head : 0.38729, Avg : 0.41021
2023-05-20 16:10:10,481 - ice0003_2 - [INFO] - [Epoch 247]: Training Loss: 0.0016828, Valid MRR: 0.41021,
2023-05-20 16:10:11,913 - ice0003_2 - [INFO] - [E:248| 0]: Train Loss:0.0016761, Val MRR:0.41021, ice0003_2
2023-05-20 16:11:54,514 - ice0003_2 - [INFO] - [E:248| 100]: Train Loss:0.0016762, Val MRR:0.41021, ice0003_2
2023-05-20 16:13:37,084 - ice0003_2 - [INFO] - [E:248| 200]: Train Loss:0.0016781, Val MRR:0.41021, ice0003_2
2023-05-20 16:15:15,654 - ice0003_2 - [INFO] - [E:248| 300]: Train Loss:0.0016792, Val MRR:0.41021, ice0003_2
2023-05-20 16:16:50,429 - ice0003_2 - [INFO] - [E:248| 400]: Train Loss:0.0016796, Val MRR:0.41021, ice0003_2
2023-05-20 16:18:32,954 - ice0003_2 - [INFO] - [E:248| 500]: Train Loss:0.0016794, Val MRR:0.41021, ice0003_2
2023-05-20 16:20:15,461 - ice0003_2 - [INFO] - [E:248| 600]: Train Loss:0.0016799, Val MRR:0.41021, ice0003_2
2023-05-20 16:21:58,308 - ice0003_2 - [INFO] - [E:248| 700]: Train Loss:0.00168, Val MRR:0.41021, ice0003_2
2023-05-20 16:23:40,489 - ice0003_2 - [INFO] - [E:248| 800]: Train Loss:0.0016808, Val MRR:0.41021, ice0003_2
2023-05-20 16:25:12,423 - ice0003_2 - [INFO] - [E:248| 900]: Train Loss:0.0016814, Val MRR:0.41021, ice0003_2
2023-05-20 16:26:24,083 - ice0003_2 - [INFO] - [Epoch:248]: Training Loss:0.001682
2023-05-20 16:26:24,482 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 16:26:48,154 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 16:27:10,897 - ice0003_2 - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.43547, Head : 0.38707, Avg : 0.41127
2023-05-20 16:27:12,173 - ice0003_2 - [INFO] - [Epoch 248]: Training Loss: 0.0016817, Valid MRR: 0.41127,
2023-05-20 16:27:13,266 - ice0003_2 - [INFO] - [E:249| 0]: Train Loss:0.0016994, Val MRR:0.41127, ice0003_2
2023-05-20 16:28:55,315 - ice0003_2 - [INFO] - [E:249| 100]: Train Loss:0.0016724, Val MRR:0.41127, ice0003_2
2023-05-20 16:30:36,384 - ice0003_2 - [INFO] - [E:249| 200]: Train Loss:0.0016752, Val MRR:0.41127, ice0003_2
2023-05-20 16:32:19,661 - ice0003_2 - [INFO] - [E:249| 300]: Train Loss:0.0016757, Val MRR:0.41127, ice0003_2
2023-05-20 16:33:51,669 - ice0003_2 - [INFO] - [E:249| 400]: Train Loss:0.0016761, Val MRR:0.41127, ice0003_2
2023-05-20 16:35:34,014 - ice0003_2 - [INFO] - [E:249| 500]: Train Loss:0.0016771, Val MRR:0.41127, ice0003_2
2023-05-20 16:37:16,490 - ice0003_2 - [INFO] - [E:249| 600]: Train Loss:0.001678, Val MRR:0.41127, ice0003_2
2023-05-20 16:38:59,155 - ice0003_2 - [INFO] - [E:249| 700]: Train Loss:0.0016791, Val MRR:0.41127, ice0003_2
2023-05-20 16:40:41,076 - ice0003_2 - [INFO] - [E:249| 800]: Train Loss:0.0016801, Val MRR:0.41127, ice0003_2
2023-05-20 16:42:13,284 - ice0003_2 - [INFO] - [E:249| 900]: Train Loss:0.0016806, Val MRR:0.41127, ice0003_2
2023-05-20 16:43:25,633 - ice0003_2 - [INFO] - [Epoch:249]: Training Loss:0.001681
2023-05-20 16:43:25,979 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 16:43:49,424 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 16:44:11,996 - ice0003_2 - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.43316, Head : 0.38642, Avg : 0.40979
MR: Tail : 449.07, Head : 481.74, Avg : 465.41
Hit-1: Tail : 0.32868, Head : 0.2811, Avg : 0.30489
Hit-3: Tail : 0.48598, Head : 0.43889, Avg : 0.46243
Hit-10: Tail : 0.63515, Head : 0.59182, Avg : 0.61348
2023-05-20 16:44:11,996 - ice0003_2 - [INFO] - [Epoch 249]: Training Loss: 0.0016809, Valid MRR: 0.41127,
2023-05-20 16:44:13,017 - ice0003_2 - [INFO] - [E:250| 0]: Train Loss:0.0016806, Val MRR:0.41127, ice0003_2
2023-05-20 16:45:54,356 - ice0003_2 - [INFO] - [E:250| 100]: Train Loss:0.0016748, Val MRR:0.41127, ice0003_2
2023-05-20 16:47:36,607 - ice0003_2 - [INFO] - [E:250| 200]: Train Loss:0.0016737, Val MRR:0.41127, ice0003_2
2023-05-20 16:49:19,134 - ice0003_2 - [INFO] - [E:250| 300]: Train Loss:0.0016751, Val MRR:0.41127, ice0003_2
2023-05-20 16:50:52,298 - ice0003_2 - [INFO] - [E:250| 400]: Train Loss:0.001676, Val MRR:0.41127, ice0003_2
2023-05-20 16:52:35,099 - ice0003_2 - [INFO] - [E:250| 500]: Train Loss:0.0016761, Val MRR:0.41127, ice0003_2
2023-05-20 16:54:17,118 - ice0003_2 - [INFO] - [E:250| 600]: Train Loss:0.0016767, Val MRR:0.41127, ice0003_2
2023-05-20 16:55:59,465 - ice0003_2 - [INFO] - [E:250| 700]: Train Loss:0.0016776, Val MRR:0.41127, ice0003_2
2023-05-20 16:57:41,912 - ice0003_2 - [INFO] - [E:250| 800]: Train Loss:0.0016786, Val MRR:0.41127, ice0003_2
2023-05-20 16:59:14,299 - ice0003_2 - [INFO] - [E:250| 900]: Train Loss:0.0016792, Val MRR:0.41127, ice0003_2
2023-05-20 17:00:26,212 - ice0003_2 - [INFO] - [Epoch:250]: Training Loss:0.00168
2023-05-20 17:00:26,735 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 17:00:49,907 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 17:01:12,777 - ice0003_2 - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.43172, Head : 0.38571, Avg : 0.40872
2023-05-20 17:01:12,777 - ice0003_2 - [INFO] - [Epoch 250]: Training Loss: 0.0016797, Valid MRR: 0.41127,
2023-05-20 17:01:13,986 - ice0003_2 - [INFO] - [E:251| 0]: Train Loss:0.0016661, Val MRR:0.41127, ice0003_2
2023-05-20 17:02:56,868 - ice0003_2 - [INFO] - [E:251| 100]: Train Loss:0.0016696, Val MRR:0.41127, ice0003_2
2023-05-20 17:04:39,239 - ice0003_2 - [INFO] - [E:251| 200]: Train Loss:0.0016721, Val MRR:0.41127, ice0003_2
2023-05-20 17:06:21,244 - ice0003_2 - [INFO] - [E:251| 300]: Train Loss:0.0016738, Val MRR:0.41127, ice0003_2
2023-05-20 17:07:53,466 - ice0003_2 - [INFO] - [E:251| 400]: Train Loss:0.0016755, Val MRR:0.41127, ice0003_2
2023-05-20 17:09:36,311 - ice0003_2 - [INFO] - [E:251| 500]: Train Loss:0.0016764, Val MRR:0.41127, ice0003_2
2023-05-20 17:11:18,493 - ice0003_2 - [INFO] - [E:251| 600]: Train Loss:0.0016767, Val MRR:0.41127, ice0003_2
2023-05-20 17:13:00,584 - ice0003_2 - [INFO] - [E:251| 700]: Train Loss:0.0016774, Val MRR:0.41127, ice0003_2
2023-05-20 17:14:41,444 - ice0003_2 - [INFO] - [E:251| 800]: Train Loss:0.001678, Val MRR:0.41127, ice0003_2
2023-05-20 17:16:16,210 - ice0003_2 - [INFO] - [E:251| 900]: Train Loss:0.0016784, Val MRR:0.41127, ice0003_2
2023-05-20 17:17:26,165 - ice0003_2 - [INFO] - [Epoch:251]: Training Loss:0.001679
2023-05-20 17:17:26,512 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 17:17:50,273 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 17:18:13,343 - ice0003_2 - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.43096, Head : 0.38471, Avg : 0.40783
2023-05-20 17:18:13,344 - ice0003_2 - [INFO] - [Epoch 251]: Training Loss: 0.0016789, Valid MRR: 0.41127,
2023-05-20 17:18:14,394 - ice0003_2 - [INFO] - [E:252| 0]: Train Loss:0.0016898, Val MRR:0.41127, ice0003_2
2023-05-20 17:19:59,693 - ice0003_2 - [INFO] - [E:252| 100]: Train Loss:0.0016686, Val MRR:0.41127, ice0003_2
2023-05-20 17:21:42,151 - ice0003_2 - [INFO] - [E:252| 200]: Train Loss:0.0016727, Val MRR:0.41127, ice0003_2
2023-05-20 17:23:24,546 - ice0003_2 - [INFO] - [E:252| 300]: Train Loss:0.0016731, Val MRR:0.41127, ice0003_2
2023-05-20 17:25:03,165 - ice0003_2 - [INFO] - [E:252| 400]: Train Loss:0.0016728, Val MRR:0.41127, ice0003_2
2023-05-20 17:26:38,750 - ice0003_2 - [INFO] - [E:252| 500]: Train Loss:0.0016744, Val MRR:0.41127, ice0003_2
2023-05-20 17:28:19,991 - ice0003_2 - [INFO] - [E:252| 600]: Train Loss:0.0016749, Val MRR:0.41127, ice0003_2
2023-05-20 17:30:01,124 - ice0003_2 - [INFO] - [E:252| 700]: Train Loss:0.0016758, Val MRR:0.41127, ice0003_2
2023-05-20 17:31:42,951 - ice0003_2 - [INFO] - [E:252| 800]: Train Loss:0.0016764, Val MRR:0.41127, ice0003_2
2023-05-20 17:33:24,521 - ice0003_2 - [INFO] - [E:252| 900]: Train Loss:0.0016772, Val MRR:0.41127, ice0003_2
2023-05-20 17:34:26,386 - ice0003_2 - [INFO] - [Epoch:252]: Training Loss:0.001678
2023-05-20 17:34:26,784 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 17:34:50,277 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 17:35:13,208 - ice0003_2 - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.43223, Head : 0.38664, Avg : 0.40944
2023-05-20 17:35:13,208 - ice0003_2 - [INFO] - [Epoch 252]: Training Loss: 0.001678, Valid MRR: 0.41127,
2023-05-20 17:35:14,394 - ice0003_2 - [INFO] - [E:253| 0]: Train Loss:0.0016657, Val MRR:0.41127, ice0003_2
2023-05-20 17:36:57,082 - ice0003_2 - [INFO] - [E:253| 100]: Train Loss:0.0016709, Val MRR:0.41127, ice0003_2
2023-05-20 17:38:39,886 - ice0003_2 - [INFO] - [E:253| 200]: Train Loss:0.0016735, Val MRR:0.41127, ice0003_2
2023-05-20 17:40:21,470 - ice0003_2 - [INFO] - [E:253| 300]: Train Loss:0.0016725, Val MRR:0.41127, ice0003_2
2023-05-20 17:42:02,746 - ice0003_2 - [INFO] - [E:253| 400]: Train Loss:0.0016736, Val MRR:0.41127, ice0003_2
2023-05-20 17:43:34,592 - ice0003_2 - [INFO] - [E:253| 500]: Train Loss:0.0016739, Val MRR:0.41127, ice0003_2
2023-05-20 17:45:17,160 - ice0003_2 - [INFO] - [E:253| 600]: Train Loss:0.0016741, Val MRR:0.41127, ice0003_2
2023-05-20 17:46:59,608 - ice0003_2 - [INFO] - [E:253| 700]: Train Loss:0.0016748, Val MRR:0.41127, ice0003_2
2023-05-20 17:48:42,438 - ice0003_2 - [INFO] - [E:253| 800]: Train Loss:0.0016759, Val MRR:0.41127, ice0003_2
2023-05-20 17:50:25,027 - ice0003_2 - [INFO] - [E:253| 900]: Train Loss:0.0016764, Val MRR:0.41127, ice0003_2
2023-05-20 17:51:26,995 - ice0003_2 - [INFO] - [Epoch:253]: Training Loss:0.001677
2023-05-20 17:51:27,346 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 17:51:51,268 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 17:52:14,247 - ice0003_2 - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.43214, Head : 0.38579, Avg : 0.40896
2023-05-20 17:52:14,247 - ice0003_2 - [INFO] - [Epoch 253]: Training Loss: 0.0016769, Valid MRR: 0.41127,
2023-05-20 17:52:15,398 - ice0003_2 - [INFO] - [E:254| 0]: Train Loss:0.0016411, Val MRR:0.41127, ice0003_2
2023-05-20 17:53:58,464 - ice0003_2 - [INFO] - [E:254| 100]: Train Loss:0.0016669, Val MRR:0.41127, ice0003_2
2023-05-20 17:55:40,951 - ice0003_2 - [INFO] - [E:254| 200]: Train Loss:0.0016702, Val MRR:0.41127, ice0003_2
2023-05-20 17:57:22,250 - ice0003_2 - [INFO] - [E:254| 300]: Train Loss:0.0016714, Val MRR:0.41127, ice0003_2
2023-05-20 17:59:04,558 - ice0003_2 - [INFO] - [E:254| 400]: Train Loss:0.0016714, Val MRR:0.41127, ice0003_2
2023-05-20 18:00:36,988 - ice0003_2 - [INFO] - [E:254| 500]: Train Loss:0.0016724, Val MRR:0.41127, ice0003_2
2023-05-20 18:02:19,552 - ice0003_2 - [INFO] - [E:254| 600]: Train Loss:0.0016737, Val MRR:0.41127, ice0003_2
2023-05-20 18:04:01,340 - ice0003_2 - [INFO] - [E:254| 700]: Train Loss:0.001674, Val MRR:0.41127, ice0003_2
2023-05-20 18:05:43,080 - ice0003_2 - [INFO] - [E:254| 800]: Train Loss:0.0016749, Val MRR:0.41127, ice0003_2
2023-05-20 18:07:27,727 - ice0003_2 - [INFO] - [E:254| 900]: Train Loss:0.0016752, Val MRR:0.41127, ice0003_2
2023-05-20 18:08:36,925 - ice0003_2 - [INFO] - [Epoch:254]: Training Loss:0.001676
2023-05-20 18:08:37,142 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 18:08:52,037 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 18:09:14,728 - ice0003_2 - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.43291, Head : 0.38748, Avg : 0.4102
2023-05-20 18:09:14,728 - ice0003_2 - [INFO] - [Epoch 254]: Training Loss: 0.0016757, Valid MRR: 0.41127,
2023-05-20 18:09:15,912 - ice0003_2 - [INFO] - [E:255| 0]: Train Loss:0.001659, Val MRR:0.41127, ice0003_2
2023-05-20 18:10:58,013 - ice0003_2 - [INFO] - [E:255| 100]: Train Loss:0.0016691, Val MRR:0.41127, ice0003_2
2023-05-20 18:12:40,007 - ice0003_2 - [INFO] - [E:255| 200]: Train Loss:0.0016669, Val MRR:0.41127, ice0003_2
2023-05-20 18:14:22,341 - ice0003_2 - [INFO] - [E:255| 300]: Train Loss:0.0016692, Val MRR:0.41127, ice0003_2
2023-05-20 18:16:04,622 - ice0003_2 - [INFO] - [E:255| 400]: Train Loss:0.0016701, Val MRR:0.41127, ice0003_2
2023-05-20 18:17:37,021 - ice0003_2 - [INFO] - [E:255| 500]: Train Loss:0.0016707, Val MRR:0.41127, ice0003_2
2023-05-20 18:19:18,993 - ice0003_2 - [INFO] - [E:255| 600]: Train Loss:0.0016716, Val MRR:0.41127, ice0003_2
2023-05-20 18:21:01,621 - ice0003_2 - [INFO] - [E:255| 700]: Train Loss:0.0016717, Val MRR:0.41127, ice0003_2
2023-05-20 18:22:44,950 - ice0003_2 - [INFO] - [E:255| 800]: Train Loss:0.0016729, Val MRR:0.41127, ice0003_2
2023-05-20 18:24:28,617 - ice0003_2 - [INFO] - [E:255| 900]: Train Loss:0.0016737, Val MRR:0.41127, ice0003_2
2023-05-20 18:25:40,308 - ice0003_2 - [INFO] - [Epoch:255]: Training Loss:0.001674
2023-05-20 18:25:40,652 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 18:25:59,652 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 18:26:15,236 - ice0003_2 - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.43183, Head : 0.38427, Avg : 0.40805
2023-05-20 18:26:15,236 - ice0003_2 - [INFO] - [Epoch 255]: Training Loss: 0.0016744, Valid MRR: 0.41127,
2023-05-20 18:26:16,232 - ice0003_2 - [INFO] - [E:256| 0]: Train Loss:0.0016923, Val MRR:0.41127, ice0003_2
2023-05-20 18:27:58,572 - ice0003_2 - [INFO] - [E:256| 100]: Train Loss:0.0016688, Val MRR:0.41127, ice0003_2
2023-05-20 18:29:41,509 - ice0003_2 - [INFO] - [E:256| 200]: Train Loss:0.00167, Val MRR:0.41127, ice0003_2
2023-05-20 18:31:23,576 - ice0003_2 - [INFO] - [E:256| 300]: Train Loss:0.0016698, Val MRR:0.41127, ice0003_2
2023-05-20 18:33:06,131 - ice0003_2 - [INFO] - [E:256| 400]: Train Loss:0.0016705, Val MRR:0.41127, ice0003_2
2023-05-20 18:34:44,567 - ice0003_2 - [INFO] - [E:256| 500]: Train Loss:0.0016703, Val MRR:0.41127, ice0003_2
2023-05-20 18:36:22,745 - ice0003_2 - [INFO] - [E:256| 600]: Train Loss:0.0016707, Val MRR:0.41127, ice0003_2
2023-05-20 18:38:04,942 - ice0003_2 - [INFO] - [E:256| 700]: Train Loss:0.0016714, Val MRR:0.41127, ice0003_2
2023-05-20 18:39:46,528 - ice0003_2 - [INFO] - [E:256| 800]: Train Loss:0.0016724, Val MRR:0.41127, ice0003_2
2023-05-20 18:41:27,649 - ice0003_2 - [INFO] - [E:256| 900]: Train Loss:0.0016727, Val MRR:0.41127, ice0003_2
2023-05-20 18:42:39,653 - ice0003_2 - [INFO] - [Epoch:256]: Training Loss:0.001673
2023-05-20 18:42:40,055 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 18:43:03,631 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 18:43:21,919 - ice0003_2 - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.43454, Head : 0.38753, Avg : 0.41104
2023-05-20 18:43:21,919 - ice0003_2 - [INFO] - [Epoch 256]: Training Loss: 0.0016732, Valid MRR: 0.41127,
2023-05-20 18:43:22,591 - ice0003_2 - [INFO] - [E:257| 0]: Train Loss:0.0016541, Val MRR:0.41127, ice0003_2
2023-05-20 18:44:58,755 - ice0003_2 - [INFO] - [E:257| 100]: Train Loss:0.0016664, Val MRR:0.41127, ice0003_2
2023-05-20 18:46:40,627 - ice0003_2 - [INFO] - [E:257| 200]: Train Loss:0.0016666, Val MRR:0.41127, ice0003_2
2023-05-20 18:48:23,020 - ice0003_2 - [INFO] - [E:257| 300]: Train Loss:0.0016679, Val MRR:0.41127, ice0003_2
2023-05-20 18:50:05,418 - ice0003_2 - [INFO] - [E:257| 400]: Train Loss:0.0016686, Val MRR:0.41127, ice0003_2
2023-05-20 18:51:48,345 - ice0003_2 - [INFO] - [E:257| 500]: Train Loss:0.0016694, Val MRR:0.41127, ice0003_2
2023-05-20 18:53:20,704 - ice0003_2 - [INFO] - [E:257| 600]: Train Loss:0.0016706, Val MRR:0.41127, ice0003_2
2023-05-20 18:55:02,299 - ice0003_2 - [INFO] - [E:257| 700]: Train Loss:0.0016711, Val MRR:0.41127, ice0003_2
2023-05-20 18:56:46,616 - ice0003_2 - [INFO] - [E:257| 800]: Train Loss:0.0016715, Val MRR:0.41127, ice0003_2
2023-05-20 18:58:29,224 - ice0003_2 - [INFO] - [E:257| 900]: Train Loss:0.0016723, Val MRR:0.41127, ice0003_2
2023-05-20 18:59:41,436 - ice0003_2 - [INFO] - [Epoch:257]: Training Loss:0.001672
2023-05-20 18:59:41,781 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 19:00:05,328 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 19:00:28,382 - ice0003_2 - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.43153, Head : 0.38693, Avg : 0.40923
2023-05-20 19:00:28,382 - ice0003_2 - [INFO] - [Epoch 257]: Training Loss: 0.0016724, Valid MRR: 0.41127,
2023-05-20 19:00:29,583 - ice0003_2 - [INFO] - [E:258| 0]: Train Loss:0.0016546, Val MRR:0.41127, ice0003_2
2023-05-20 19:02:02,397 - ice0003_2 - [INFO] - [E:258| 100]: Train Loss:0.001664, Val MRR:0.41127, ice0003_2
2023-05-20 19:03:44,708 - ice0003_2 - [INFO] - [E:258| 200]: Train Loss:0.0016656, Val MRR:0.41127, ice0003_2
2023-05-20 19:05:27,347 - ice0003_2 - [INFO] - [E:258| 300]: Train Loss:0.0016673, Val MRR:0.41127, ice0003_2
2023-05-20 19:07:09,732 - ice0003_2 - [INFO] - [E:258| 400]: Train Loss:0.0016677, Val MRR:0.41127, ice0003_2
2023-05-20 19:08:51,258 - ice0003_2 - [INFO] - [E:258| 500]: Train Loss:0.0016686, Val MRR:0.41127, ice0003_2
2023-05-20 19:10:23,205 - ice0003_2 - [INFO] - [E:258| 600]: Train Loss:0.0016692, Val MRR:0.41127, ice0003_2
2023-05-20 19:12:05,881 - ice0003_2 - [INFO] - [E:258| 700]: Train Loss:0.0016698, Val MRR:0.41127, ice0003_2
2023-05-20 19:13:48,176 - ice0003_2 - [INFO] - [E:258| 800]: Train Loss:0.0016701, Val MRR:0.41127, ice0003_2
2023-05-20 19:15:31,568 - ice0003_2 - [INFO] - [E:258| 900]: Train Loss:0.0016706, Val MRR:0.41127, ice0003_2
2023-05-20 19:16:43,646 - ice0003_2 - [INFO] - [Epoch:258]: Training Loss:0.001671
2023-05-20 19:16:44,045 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 19:17:07,990 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 19:17:30,966 - ice0003_2 - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.43383, Head : 0.38664, Avg : 0.41023
2023-05-20 19:17:30,966 - ice0003_2 - [INFO] - [Epoch 258]: Training Loss: 0.0016711, Valid MRR: 0.41127,
2023-05-20 19:17:32,155 - ice0003_2 - [INFO] - [E:259| 0]: Train Loss:0.0016414, Val MRR:0.41127, ice0003_2
2023-05-20 19:19:04,601 - ice0003_2 - [INFO] - [E:259| 100]: Train Loss:0.0016667, Val MRR:0.41127, ice0003_2
2023-05-20 19:20:46,661 - ice0003_2 - [INFO] - [E:259| 200]: Train Loss:0.0016652, Val MRR:0.41127, ice0003_2
2023-05-20 19:22:28,511 - ice0003_2 - [INFO] - [E:259| 300]: Train Loss:0.0016668, Val MRR:0.41127, ice0003_2
2023-05-20 19:24:09,079 - ice0003_2 - [INFO] - [E:259| 400]: Train Loss:0.0016674, Val MRR:0.41127, ice0003_2
2023-05-20 19:25:51,041 - ice0003_2 - [INFO] - [E:259| 500]: Train Loss:0.0016674, Val MRR:0.41127, ice0003_2
2023-05-20 19:27:23,525 - ice0003_2 - [INFO] - [E:259| 600]: Train Loss:0.0016681, Val MRR:0.41127, ice0003_2
2023-05-20 19:29:06,207 - ice0003_2 - [INFO] - [E:259| 700]: Train Loss:0.0016685, Val MRR:0.41127, ice0003_2
2023-05-20 19:30:49,258 - ice0003_2 - [INFO] - [E:259| 800]: Train Loss:0.0016693, Val MRR:0.41127, ice0003_2
2023-05-20 19:32:31,742 - ice0003_2 - [INFO] - [E:259| 900]: Train Loss:0.0016698, Val MRR:0.41127, ice0003_2
2023-05-20 19:33:43,330 - ice0003_2 - [INFO] - [Epoch:259]: Training Loss:0.00167
2023-05-20 19:33:43,668 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 19:34:07,134 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 19:34:29,808 - ice0003_2 - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.43166, Head : 0.38595, Avg : 0.40881
MR: Tail : 499.74, Head : 522.87, Avg : 511.31
Hit-1: Tail : 0.32965, Head : 0.28402, Avg : 0.30683
Hit-3: Tail : 0.48525, Head : 0.43598, Avg : 0.46061
Hit-10: Tail : 0.62932, Head : 0.5883, Avg : 0.60881
2023-05-20 19:34:29,809 - ice0003_2 - [INFO] - [Epoch 259]: Training Loss: 0.0016702, Valid MRR: 0.41127,
2023-05-20 19:34:30,759 - ice0003_2 - [INFO] - [E:260| 0]: Train Loss:0.0016462, Val MRR:0.41127, ice0003_2
2023-05-20 19:36:04,226 - ice0003_2 - [INFO] - [E:260| 100]: Train Loss:0.0016629, Val MRR:0.41127, ice0003_2
2023-05-20 19:37:44,535 - ice0003_2 - [INFO] - [E:260| 200]: Train Loss:0.0016641, Val MRR:0.41127, ice0003_2
2023-05-20 19:39:26,097 - ice0003_2 - [INFO] - [E:260| 300]: Train Loss:0.0016649, Val MRR:0.41127, ice0003_2
2023-05-20 19:41:08,903 - ice0003_2 - [INFO] - [E:260| 400]: Train Loss:0.0016647, Val MRR:0.41127, ice0003_2
2023-05-20 19:42:51,981 - ice0003_2 - [INFO] - [E:260| 500]: Train Loss:0.0016646, Val MRR:0.41127, ice0003_2
2023-05-20 19:44:37,367 - ice0003_2 - [INFO] - [E:260| 600]: Train Loss:0.0016654, Val MRR:0.41127, ice0003_2
2023-05-20 19:46:09,887 - ice0003_2 - [INFO] - [E:260| 700]: Train Loss:0.0016666, Val MRR:0.41127, ice0003_2
2023-05-20 19:47:52,785 - ice0003_2 - [INFO] - [E:260| 800]: Train Loss:0.0016671, Val MRR:0.41127, ice0003_2
2023-05-20 19:49:35,426 - ice0003_2 - [INFO] - [E:260| 900]: Train Loss:0.0016678, Val MRR:0.41127, ice0003_2
2023-05-20 19:50:47,606 - ice0003_2 - [INFO] - [Epoch:260]: Training Loss:0.001668
2023-05-20 19:50:47,867 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 19:51:11,067 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 19:51:33,893 - ice0003_2 - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.43096, Head : 0.38434, Avg : 0.40765
2023-05-20 19:51:33,893 - ice0003_2 - [INFO] - [Epoch 260]: Training Loss: 0.0016684, Valid MRR: 0.41127,
2023-05-20 19:51:35,091 - ice0003_2 - [INFO] - [E:261| 0]: Train Loss:0.0016683, Val MRR:0.41127, ice0003_2
2023-05-20 19:53:16,303 - ice0003_2 - [INFO] - [E:261| 100]: Train Loss:0.0016597, Val MRR:0.41127, ice0003_2
2023-05-20 19:54:48,396 - ice0003_2 - [INFO] - [E:261| 200]: Train Loss:0.0016604, Val MRR:0.41127, ice0003_2
2023-05-20 19:56:30,495 - ice0003_2 - [INFO] - [E:261| 300]: Train Loss:0.0016613, Val MRR:0.41127, ice0003_2
2023-05-20 19:58:13,480 - ice0003_2 - [INFO] - [E:261| 400]: Train Loss:0.0016631, Val MRR:0.41127, ice0003_2
2023-05-20 19:59:55,512 - ice0003_2 - [INFO] - [E:261| 500]: Train Loss:0.0016643, Val MRR:0.41127, ice0003_2
2023-05-20 20:01:37,884 - ice0003_2 - [INFO] - [E:261| 600]: Train Loss:0.0016654, Val MRR:0.41127, ice0003_2
2023-05-20 20:03:10,047 - ice0003_2 - [INFO] - [E:261| 700]: Train Loss:0.0016659, Val MRR:0.41127, ice0003_2
2023-05-20 20:04:52,565 - ice0003_2 - [INFO] - [E:261| 800]: Train Loss:0.0016665, Val MRR:0.41127, ice0003_2
2023-05-20 20:06:33,891 - ice0003_2 - [INFO] - [E:261| 900]: Train Loss:0.0016673, Val MRR:0.41127, ice0003_2
2023-05-20 20:07:45,343 - ice0003_2 - [INFO] - [Epoch:261]: Training Loss:0.001668
2023-05-20 20:07:45,743 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 20:08:08,778 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 20:08:31,767 - ice0003_2 - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.43153, Head : 0.38716, Avg : 0.40934
2023-05-20 20:08:31,768 - ice0003_2 - [INFO] - [Epoch 261]: Training Loss: 0.0016677, Valid MRR: 0.41127,
2023-05-20 20:08:32,978 - ice0003_2 - [INFO] - [E:262| 0]: Train Loss:0.0016786, Val MRR:0.41127, ice0003_2
2023-05-20 20:10:15,225 - ice0003_2 - [INFO] - [E:262| 100]: Train Loss:0.0016601, Val MRR:0.41127, ice0003_2
2023-05-20 20:11:47,672 - ice0003_2 - [INFO] - [E:262| 200]: Train Loss:0.0016617, Val MRR:0.41127, ice0003_2
2023-05-20 20:13:30,385 - ice0003_2 - [INFO] - [E:262| 300]: Train Loss:0.0016619, Val MRR:0.41127, ice0003_2
2023-05-20 20:15:12,677 - ice0003_2 - [INFO] - [E:262| 400]: Train Loss:0.0016624, Val MRR:0.41127, ice0003_2
2023-05-20 20:16:55,115 - ice0003_2 - [INFO] - [E:262| 500]: Train Loss:0.001663, Val MRR:0.41127, ice0003_2
2023-05-20 20:18:37,108 - ice0003_2 - [INFO] - [E:262| 600]: Train Loss:0.0016641, Val MRR:0.41127, ice0003_2
2023-05-20 20:20:09,325 - ice0003_2 - [INFO] - [E:262| 700]: Train Loss:0.0016648, Val MRR:0.41127, ice0003_2
2023-05-20 20:21:50,467 - ice0003_2 - [INFO] - [E:262| 800]: Train Loss:0.0016653, Val MRR:0.41127, ice0003_2
2023-05-20 20:23:33,293 - ice0003_2 - [INFO] - [E:262| 900]: Train Loss:0.0016661, Val MRR:0.41127, ice0003_2
2023-05-20 20:24:45,890 - ice0003_2 - [INFO] - [Epoch:262]: Training Loss:0.001667
2023-05-20 20:24:46,411 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 20:25:09,713 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 20:25:32,659 - ice0003_2 - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.43038, Head : 0.38607, Avg : 0.40822
2023-05-20 20:25:32,659 - ice0003_2 - [INFO] - [Epoch 262]: Training Loss: 0.0016668, Valid MRR: 0.41127,
2023-05-20 20:25:33,825 - ice0003_2 - [INFO] - [E:263| 0]: Train Loss:0.001699, Val MRR:0.41127, ice0003_2
2023-05-20 20:27:17,073 - ice0003_2 - [INFO] - [E:263| 100]: Train Loss:0.0016621, Val MRR:0.41127, ice0003_2
2023-05-20 20:28:49,543 - ice0003_2 - [INFO] - [E:263| 200]: Train Loss:0.0016611, Val MRR:0.41127, ice0003_2
2023-05-20 20:30:31,900 - ice0003_2 - [INFO] - [E:263| 300]: Train Loss:0.0016607, Val MRR:0.41127, ice0003_2
2023-05-20 20:32:17,515 - ice0003_2 - [INFO] - [E:263| 400]: Train Loss:0.0016616, Val MRR:0.41127, ice0003_2
2023-05-20 20:34:00,422 - ice0003_2 - [INFO] - [E:263| 500]: Train Loss:0.0016635, Val MRR:0.41127, ice0003_2
2023-05-20 20:35:41,598 - ice0003_2 - [INFO] - [E:263| 600]: Train Loss:0.0016638, Val MRR:0.41127, ice0003_2
2023-05-20 20:37:16,402 - ice0003_2 - [INFO] - [E:263| 700]: Train Loss:0.0016645, Val MRR:0.41127, ice0003_2
2023-05-20 20:38:56,189 - ice0003_2 - [INFO] - [E:263| 800]: Train Loss:0.0016647, Val MRR:0.41127, ice0003_2
2023-05-20 20:40:39,421 - ice0003_2 - [INFO] - [E:263| 900]: Train Loss:0.0016649, Val MRR:0.41127, ice0003_2
2023-05-20 20:41:52,348 - ice0003_2 - [INFO] - [Epoch:263]: Training Loss:0.001665
2023-05-20 20:41:52,850 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 20:42:15,946 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 20:42:38,914 - ice0003_2 - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.43334, Head : 0.38651, Avg : 0.40992
2023-05-20 20:42:38,914 - ice0003_2 - [INFO] - [Epoch 263]: Training Loss: 0.0016653, Valid MRR: 0.41127,
2023-05-20 20:42:40,106 - ice0003_2 - [INFO] - [E:264| 0]: Train Loss:0.0016468, Val MRR:0.41127, ice0003_2
2023-05-20 20:44:22,496 - ice0003_2 - [INFO] - [E:264| 100]: Train Loss:0.0016582, Val MRR:0.41127, ice0003_2
2023-05-20 20:46:00,188 - ice0003_2 - [INFO] - [E:264| 200]: Train Loss:0.0016602, Val MRR:0.41127, ice0003_2
2023-05-20 20:47:38,043 - ice0003_2 - [INFO] - [E:264| 300]: Train Loss:0.00166, Val MRR:0.41127, ice0003_2
2023-05-20 20:49:20,558 - ice0003_2 - [INFO] - [E:264| 400]: Train Loss:0.0016606, Val MRR:0.41127, ice0003_2
2023-05-20 20:51:01,375 - ice0003_2 - [INFO] - [E:264| 500]: Train Loss:0.0016617, Val MRR:0.41127, ice0003_2
2023-05-20 20:52:44,439 - ice0003_2 - [INFO] - [E:264| 600]: Train Loss:0.0016617, Val MRR:0.41127, ice0003_2
2023-05-20 20:54:27,900 - ice0003_2 - [INFO] - [E:264| 700]: Train Loss:0.0016626, Val MRR:0.41127, ice0003_2
2023-05-20 20:56:00,643 - ice0003_2 - [INFO] - [E:264| 800]: Train Loss:0.0016632, Val MRR:0.41127, ice0003_2
2023-05-20 20:57:42,992 - ice0003_2 - [INFO] - [E:264| 900]: Train Loss:0.0016634, Val MRR:0.41127, ice0003_2
2023-05-20 20:58:55,131 - ice0003_2 - [INFO] - [Epoch:264]: Training Loss:0.001664
2023-05-20 20:58:55,534 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 20:59:19,331 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 20:59:41,966 - ice0003_2 - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.43148, Head : 0.38361, Avg : 0.40754
2023-05-20 20:59:41,966 - ice0003_2 - [INFO] - [Epoch 264]: Training Loss: 0.0016644, Valid MRR: 0.41127,
2023-05-20 20:59:43,115 - ice0003_2 - [INFO] - [E:265| 0]: Train Loss:0.0016221, Val MRR:0.41127, ice0003_2
2023-05-20 21:01:26,486 - ice0003_2 - [INFO] - [E:265| 100]: Train Loss:0.0016602, Val MRR:0.41127, ice0003_2
2023-05-20 21:03:10,064 - ice0003_2 - [INFO] - [E:265| 200]: Train Loss:0.0016603, Val MRR:0.41127, ice0003_2
2023-05-20 21:04:42,097 - ice0003_2 - [INFO] - [E:265| 300]: Train Loss:0.00166, Val MRR:0.41127, ice0003_2
2023-05-20 21:06:23,833 - ice0003_2 - [INFO] - [E:265| 400]: Train Loss:0.0016602, Val MRR:0.41127, ice0003_2
2023-05-20 21:08:06,537 - ice0003_2 - [INFO] - [E:265| 500]: Train Loss:0.001661, Val MRR:0.41127, ice0003_2
2023-05-20 21:09:48,776 - ice0003_2 - [INFO] - [E:265| 600]: Train Loss:0.0016614, Val MRR:0.41127, ice0003_2
2023-05-20 21:11:31,902 - ice0003_2 - [INFO] - [E:265| 700]: Train Loss:0.0016618, Val MRR:0.41127, ice0003_2
2023-05-20 21:13:05,003 - ice0003_2 - [INFO] - [E:265| 800]: Train Loss:0.0016621, Val MRR:0.41127, ice0003_2
2023-05-20 21:14:48,057 - ice0003_2 - [INFO] - [E:265| 900]: Train Loss:0.0016626, Val MRR:0.41127, ice0003_2
2023-05-20 21:16:00,556 - ice0003_2 - [INFO] - [Epoch:265]: Training Loss:0.001663
2023-05-20 21:16:00,919 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 21:16:24,449 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 21:16:47,601 - ice0003_2 - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.43069, Head : 0.38568, Avg : 0.40818
2023-05-20 21:16:47,602 - ice0003_2 - [INFO] - [Epoch 265]: Training Loss: 0.001663, Valid MRR: 0.41127,
2023-05-20 21:16:48,811 - ice0003_2 - [INFO] - [E:266| 0]: Train Loss:0.0016693, Val MRR:0.41127, ice0003_2
2023-05-20 21:18:31,476 - ice0003_2 - [INFO] - [E:266| 100]: Train Loss:0.0016578, Val MRR:0.41127, ice0003_2
2023-05-20 21:20:15,361 - ice0003_2 - [INFO] - [E:266| 200]: Train Loss:0.0016584, Val MRR:0.41127, ice0003_2
2023-05-20 21:21:47,671 - ice0003_2 - [INFO] - [E:266| 300]: Train Loss:0.0016576, Val MRR:0.41127, ice0003_2
2023-05-20 21:23:30,236 - ice0003_2 - [INFO] - [E:266| 400]: Train Loss:0.0016579, Val MRR:0.41127, ice0003_2
2023-05-20 21:25:12,686 - ice0003_2 - [INFO] - [E:266| 500]: Train Loss:0.0016585, Val MRR:0.41127, ice0003_2
2023-05-20 21:26:55,676 - ice0003_2 - [INFO] - [E:266| 600]: Train Loss:0.0016585, Val MRR:0.41127, ice0003_2
2023-05-20 21:28:38,905 - ice0003_2 - [INFO] - [E:266| 700]: Train Loss:0.0016594, Val MRR:0.41127, ice0003_2
2023-05-20 21:30:11,927 - ice0003_2 - [INFO] - [E:266| 800]: Train Loss:0.0016605, Val MRR:0.41127, ice0003_2
2023-05-20 21:31:54,752 - ice0003_2 - [INFO] - [E:266| 900]: Train Loss:0.0016607, Val MRR:0.41127, ice0003_2
2023-05-20 21:33:06,331 - ice0003_2 - [INFO] - [Epoch:266]: Training Loss:0.001661
2023-05-20 21:33:06,727 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 21:33:29,773 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 21:33:52,670 - ice0003_2 - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.43801, Head : 0.38748, Avg : 0.41275
2023-05-20 21:33:54,014 - ice0003_2 - [INFO] - [Epoch 266]: Training Loss: 0.001661, Valid MRR: 0.41275,
2023-05-20 21:33:54,983 - ice0003_2 - [INFO] - [E:267| 0]: Train Loss:0.0016269, Val MRR:0.41275, ice0003_2
2023-05-20 21:35:36,902 - ice0003_2 - [INFO] - [E:267| 100]: Train Loss:0.0016542, Val MRR:0.41275, ice0003_2
2023-05-20 21:37:19,275 - ice0003_2 - [INFO] - [E:267| 200]: Train Loss:0.0016557, Val MRR:0.41275, ice0003_2
2023-05-20 21:38:51,857 - ice0003_2 - [INFO] - [E:267| 300]: Train Loss:0.001657, Val MRR:0.41275, ice0003_2
2023-05-20 21:40:34,467 - ice0003_2 - [INFO] - [E:267| 400]: Train Loss:0.0016559, Val MRR:0.41275, ice0003_2
2023-05-20 21:42:17,488 - ice0003_2 - [INFO] - [E:267| 500]: Train Loss:0.0016574, Val MRR:0.41275, ice0003_2
2023-05-20 21:44:00,155 - ice0003_2 - [INFO] - [E:267| 600]: Train Loss:0.001658, Val MRR:0.41275, ice0003_2
2023-05-20 21:45:43,019 - ice0003_2 - [INFO] - [E:267| 700]: Train Loss:0.0016587, Val MRR:0.41275, ice0003_2
2023-05-20 21:47:15,590 - ice0003_2 - [INFO] - [E:267| 800]: Train Loss:0.0016591, Val MRR:0.41275, ice0003_2
2023-05-20 21:48:58,155 - ice0003_2 - [INFO] - [E:267| 900]: Train Loss:0.0016597, Val MRR:0.41275, ice0003_2
2023-05-20 21:50:10,423 - ice0003_2 - [INFO] - [Epoch:267]: Training Loss:0.00166
2023-05-20 21:50:10,818 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 21:50:34,372 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 21:50:57,446 - ice0003_2 - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.43447, Head : 0.38589, Avg : 0.41018
2023-05-20 21:50:57,447 - ice0003_2 - [INFO] - [Epoch 267]: Training Loss: 0.0016603, Valid MRR: 0.41275,
2023-05-20 21:50:58,479 - ice0003_2 - [INFO] - [E:268| 0]: Train Loss:0.0016748, Val MRR:0.41275, ice0003_2
2023-05-20 21:52:41,205 - ice0003_2 - [INFO] - [E:268| 100]: Train Loss:0.001657, Val MRR:0.41275, ice0003_2
2023-05-20 21:54:24,279 - ice0003_2 - [INFO] - [E:268| 200]: Train Loss:0.0016559, Val MRR:0.41275, ice0003_2
2023-05-20 21:55:56,399 - ice0003_2 - [INFO] - [E:268| 300]: Train Loss:0.0016564, Val MRR:0.41275, ice0003_2
2023-05-20 21:57:39,357 - ice0003_2 - [INFO] - [E:268| 400]: Train Loss:0.0016572, Val MRR:0.41275, ice0003_2
2023-05-20 21:59:22,720 - ice0003_2 - [INFO] - [E:268| 500]: Train Loss:0.0016574, Val MRR:0.41275, ice0003_2
2023-05-20 22:01:06,095 - ice0003_2 - [INFO] - [E:268| 600]: Train Loss:0.0016578, Val MRR:0.41275, ice0003_2
2023-05-20 22:02:47,614 - ice0003_2 - [INFO] - [E:268| 700]: Train Loss:0.0016583, Val MRR:0.41275, ice0003_2
2023-05-20 22:04:26,532 - ice0003_2 - [INFO] - [E:268| 800]: Train Loss:0.0016585, Val MRR:0.41275, ice0003_2
2023-05-20 22:06:03,104 - ice0003_2 - [INFO] - [E:268| 900]: Train Loss:0.0016588, Val MRR:0.41275, ice0003_2
2023-05-20 22:07:15,868 - ice0003_2 - [INFO] - [Epoch:268]: Training Loss:0.001659
2023-05-20 22:07:16,298 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 22:07:39,690 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 22:08:02,940 - ice0003_2 - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.43351, Head : 0.38605, Avg : 0.40978
2023-05-20 22:08:02,940 - ice0003_2 - [INFO] - [Epoch 268]: Training Loss: 0.0016591, Valid MRR: 0.41275,
2023-05-20 22:08:03,815 - ice0003_2 - [INFO] - [E:269| 0]: Train Loss:0.0016191, Val MRR:0.41275, ice0003_2
2023-05-20 22:09:49,497 - ice0003_2 - [INFO] - [E:269| 100]: Train Loss:0.0016524, Val MRR:0.41275, ice0003_2
2023-05-20 22:11:31,981 - ice0003_2 - [INFO] - [E:269| 200]: Train Loss:0.0016528, Val MRR:0.41275, ice0003_2
2023-05-20 22:13:14,171 - ice0003_2 - [INFO] - [E:269| 300]: Train Loss:0.0016529, Val MRR:0.41275, ice0003_2
2023-05-20 22:14:47,202 - ice0003_2 - [INFO] - [E:269| 400]: Train Loss:0.001654, Val MRR:0.41275, ice0003_2
2023-05-20 22:16:29,230 - ice0003_2 - [INFO] - [E:269| 500]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2
2023-05-20 22:18:11,407 - ice0003_2 - [INFO] - [E:269| 600]: Train Loss:0.001654, Val MRR:0.41275, ice0003_2
2023-05-20 22:19:54,903 - ice0003_2 - [INFO] - [E:269| 700]: Train Loss:0.0016553, Val MRR:0.41275, ice0003_2
2023-05-20 22:21:38,208 - ice0003_2 - [INFO] - [E:269| 800]: Train Loss:0.0016561, Val MRR:0.41275, ice0003_2
2023-05-20 22:23:10,581 - ice0003_2 - [INFO] - [E:269| 900]: Train Loss:0.0016566, Val MRR:0.41275, ice0003_2
2023-05-20 22:24:23,093 - ice0003_2 - [INFO] - [Epoch:269]: Training Loss:0.001657
2023-05-20 22:24:23,372 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 22:24:46,459 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 22:25:09,469 - ice0003_2 - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.4325, Head : 0.38806, Avg : 0.41028
MR: Tail : 524.13, Head : 539.67, Avg : 531.9
Hit-1: Tail : 0.33111, Head : 0.28705, Avg : 0.30908
Hit-3: Tail : 0.48501, Head : 0.43634, Avg : 0.46067
Hit-10: Tail : 0.63017, Head : 0.58842, Avg : 0.6093
2023-05-20 22:25:09,469 - ice0003_2 - [INFO] - [Epoch 269]: Training Loss: 0.0016574, Valid MRR: 0.41275,
2023-05-20 22:25:10,503 - ice0003_2 - [INFO] - [E:270| 0]: Train Loss:0.0016452, Val MRR:0.41275, ice0003_2
2023-05-20 22:26:52,073 - ice0003_2 - [INFO] - [E:270| 100]: Train Loss:0.0016516, Val MRR:0.41275, ice0003_2
2023-05-20 22:28:34,595 - ice0003_2 - [INFO] - [E:270| 200]: Train Loss:0.0016532, Val MRR:0.41275, ice0003_2
2023-05-20 22:30:16,597 - ice0003_2 - [INFO] - [E:270| 300]: Train Loss:0.0016533, Val MRR:0.41275, ice0003_2
2023-05-20 22:31:48,077 - ice0003_2 - [INFO] - [E:270| 400]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2
2023-05-20 22:33:30,798 - ice0003_2 - [INFO] - [E:270| 500]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2
2023-05-20 22:35:14,241 - ice0003_2 - [INFO] - [E:270| 600]: Train Loss:0.0016546, Val MRR:0.41275, ice0003_2
2023-05-20 22:36:58,089 - ice0003_2 - [INFO] - [E:270| 700]: Train Loss:0.0016549, Val MRR:0.41275, ice0003_2
2023-05-20 22:38:40,684 - ice0003_2 - [INFO] - [E:270| 800]: Train Loss:0.0016558, Val MRR:0.41275, ice0003_2
2023-05-20 22:40:13,011 - ice0003_2 - [INFO] - [E:270| 900]: Train Loss:0.0016559, Val MRR:0.41275, ice0003_2
2023-05-20 22:41:24,987 - ice0003_2 - [INFO] - [Epoch:270]: Training Loss:0.001656
2023-05-20 22:41:25,359 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 22:41:48,987 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 22:42:12,168 - ice0003_2 - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.43705, Head : 0.38782, Avg : 0.41244
2023-05-20 22:42:12,168 - ice0003_2 - [INFO] - [Epoch 270]: Training Loss: 0.0016562, Valid MRR: 0.41275,
2023-05-20 22:42:13,170 - ice0003_2 - [INFO] - [E:271| 0]: Train Loss:0.0016252, Val MRR:0.41275, ice0003_2
2023-05-20 22:43:56,088 - ice0003_2 - [INFO] - [E:271| 100]: Train Loss:0.0016484, Val MRR:0.41275, ice0003_2
2023-05-20 22:45:37,577 - ice0003_2 - [INFO] - [E:271| 200]: Train Loss:0.0016489, Val MRR:0.41275, ice0003_2
2023-05-20 22:47:20,068 - ice0003_2 - [INFO] - [E:271| 300]: Train Loss:0.0016509, Val MRR:0.41275, ice0003_2
2023-05-20 22:48:52,731 - ice0003_2 - [INFO] - [E:271| 400]: Train Loss:0.0016512, Val MRR:0.41275, ice0003_2
2023-05-20 22:50:34,730 - ice0003_2 - [INFO] - [E:271| 500]: Train Loss:0.0016517, Val MRR:0.41275, ice0003_2
2023-05-20 22:52:16,772 - ice0003_2 - [INFO] - [E:271| 600]: Train Loss:0.0016526, Val MRR:0.41275, ice0003_2
2023-05-20 22:53:58,426 - ice0003_2 - [INFO] - [E:271| 700]: Train Loss:0.0016534, Val MRR:0.41275, ice0003_2
2023-05-20 22:55:40,543 - ice0003_2 - [INFO] - [E:271| 800]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2
2023-05-20 22:57:16,315 - ice0003_2 - [INFO] - [E:271| 900]: Train Loss:0.0016545, Val MRR:0.41275, ice0003_2
2023-05-20 22:58:26,987 - ice0003_2 - [INFO] - [Epoch:271]: Training Loss:0.001655
2023-05-20 22:58:27,364 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 22:58:50,543 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 22:59:13,394 - ice0003_2 - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.43137, Head : 0.38825, Avg : 0.40981
2023-05-20 22:59:13,394 - ice0003_2 - [INFO] - [Epoch 271]: Training Loss: 0.0016552, Valid MRR: 0.41275,
2023-05-20 22:59:14,228 - ice0003_2 - [INFO] - [E:272| 0]: Train Loss:0.0016506, Val MRR:0.41275, ice0003_2
2023-05-20 23:00:55,453 - ice0003_2 - [INFO] - [E:272| 100]: Train Loss:0.0016489, Val MRR:0.41275, ice0003_2
2023-05-20 23:02:37,639 - ice0003_2 - [INFO] - [E:272| 200]: Train Loss:0.0016485, Val MRR:0.41275, ice0003_2
2023-05-20 23:04:20,041 - ice0003_2 - [INFO] - [E:272| 300]: Train Loss:0.0016498, Val MRR:0.41275, ice0003_2
2023-05-20 23:05:53,800 - ice0003_2 - [INFO] - [E:272| 400]: Train Loss:0.0016514, Val MRR:0.41275, ice0003_2
2023-05-20 23:07:35,147 - ice0003_2 - [INFO] - [E:272| 500]: Train Loss:0.0016518, Val MRR:0.41275, ice0003_2
2023-05-20 23:09:18,044 - ice0003_2 - [INFO] - [E:272| 600]: Train Loss:0.0016521, Val MRR:0.41275, ice0003_2
2023-05-20 23:11:01,576 - ice0003_2 - [INFO] - [E:272| 700]: Train Loss:0.0016529, Val MRR:0.41275, ice0003_2
2023-05-20 23:12:44,977 - ice0003_2 - [INFO] - [E:272| 800]: Train Loss:0.0016531, Val MRR:0.41275, ice0003_2
2023-05-20 23:14:26,376 - ice0003_2 - [INFO] - [E:272| 900]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2
2023-05-20 23:15:28,690 - ice0003_2 - [INFO] - [Epoch:272]: Training Loss:0.001654
2023-05-20 23:15:29,069 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 23:15:52,746 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 23:16:15,483 - ice0003_2 - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.43547, Head : 0.38675, Avg : 0.41111
2023-05-20 23:16:15,483 - ice0003_2 - [INFO] - [Epoch 272]: Training Loss: 0.0016541, Valid MRR: 0.41275,
2023-05-20 23:16:16,686 - ice0003_2 - [INFO] - [E:273| 0]: Train Loss:0.0016498, Val MRR:0.41275, ice0003_2
2023-05-20 23:17:58,862 - ice0003_2 - [INFO] - [E:273| 100]: Train Loss:0.0016485, Val MRR:0.41275, ice0003_2
2023-05-20 23:19:40,903 - ice0003_2 - [INFO] - [E:273| 200]: Train Loss:0.0016484, Val MRR:0.41275, ice0003_2
2023-05-20 23:21:23,258 - ice0003_2 - [INFO] - [E:273| 300]: Train Loss:0.0016489, Val MRR:0.41275, ice0003_2
2023-05-20 23:23:05,223 - ice0003_2 - [INFO] - [E:273| 400]: Train Loss:0.0016504, Val MRR:0.41275, ice0003_2
2023-05-20 23:24:38,283 - ice0003_2 - [INFO] - [E:273| 500]: Train Loss:0.0016513, Val MRR:0.41275, ice0003_2
2023-05-20 23:26:20,578 - ice0003_2 - [INFO] - [E:273| 600]: Train Loss:0.0016515, Val MRR:0.41275, ice0003_2
2023-05-20 23:28:02,499 - ice0003_2 - [INFO] - [E:273| 700]: Train Loss:0.0016514, Val MRR:0.41275, ice0003_2
2023-05-20 23:29:43,645 - ice0003_2 - [INFO] - [E:273| 800]: Train Loss:0.0016517, Val MRR:0.41275, ice0003_2
2023-05-20 23:31:27,110 - ice0003_2 - [INFO] - [E:273| 900]: Train Loss:0.0016521, Val MRR:0.41275, ice0003_2
2023-05-20 23:32:29,632 - ice0003_2 - [INFO] - [Epoch:273]: Training Loss:0.001652
2023-05-20 23:32:29,964 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 23:32:53,756 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 23:33:16,813 - ice0003_2 - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.43518, Head : 0.38809, Avg : 0.41164
2023-05-20 23:33:16,813 - ice0003_2 - [INFO] - [Epoch 273]: Training Loss: 0.0016525, Valid MRR: 0.41275,
2023-05-20 23:33:17,733 - ice0003_2 - [INFO] - [E:274| 0]: Train Loss:0.0016088, Val MRR:0.41275, ice0003_2
2023-05-20 23:35:01,069 - ice0003_2 - [INFO] - [E:274| 100]: Train Loss:0.0016474, Val MRR:0.41275, ice0003_2
2023-05-20 23:36:43,737 - ice0003_2 - [INFO] - [E:274| 200]: Train Loss:0.0016461, Val MRR:0.41275, ice0003_2
2023-05-20 23:38:26,694 - ice0003_2 - [INFO] - [E:274| 300]: Train Loss:0.0016466, Val MRR:0.41275, ice0003_2
2023-05-20 23:40:09,906 - ice0003_2 - [INFO] - [E:274| 400]: Train Loss:0.0016469, Val MRR:0.41275, ice0003_2
2023-05-20 23:41:42,587 - ice0003_2 - [INFO] - [E:274| 500]: Train Loss:0.0016473, Val MRR:0.41275, ice0003_2
2023-05-20 23:43:24,670 - ice0003_2 - [INFO] - [E:274| 600]: Train Loss:0.0016487, Val MRR:0.41275, ice0003_2
2023-05-20 23:45:08,718 - ice0003_2 - [INFO] - [E:274| 700]: Train Loss:0.0016495, Val MRR:0.41275, ice0003_2
2023-05-20 23:46:52,272 - ice0003_2 - [INFO] - [E:274| 800]: Train Loss:0.0016502, Val MRR:0.41275, ice0003_2
2023-05-20 23:48:35,179 - ice0003_2 - [INFO] - [E:274| 900]: Train Loss:0.001651, Val MRR:0.41275, ice0003_2
2023-05-20 23:49:38,414 - ice0003_2 - [INFO] - [Epoch:274]: Training Loss:0.001651
2023-05-20 23:49:38,631 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-20 23:50:01,105 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-20 23:50:24,331 - ice0003_2 - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.43321, Head : 0.38708, Avg : 0.41015
2023-05-20 23:50:24,331 - ice0003_2 - [INFO] - [Epoch 274]: Training Loss: 0.0016514, Valid MRR: 0.41275,
2023-05-20 23:50:25,125 - ice0003_2 - [INFO] - [E:275| 0]: Train Loss:0.0016429, Val MRR:0.41275, ice0003_2
2023-05-20 23:52:08,099 - ice0003_2 - [INFO] - [E:275| 100]: Train Loss:0.0016426, Val MRR:0.41275, ice0003_2
2023-05-20 23:53:50,827 - ice0003_2 - [INFO] - [E:275| 200]: Train Loss:0.0016453, Val MRR:0.41275, ice0003_2
2023-05-20 23:55:33,872 - ice0003_2 - [INFO] - [E:275| 300]: Train Loss:0.0016462, Val MRR:0.41275, ice0003_2
2023-05-20 23:57:14,985 - ice0003_2 - [INFO] - [E:275| 400]: Train Loss:0.0016471, Val MRR:0.41275, ice0003_2
2023-05-20 23:58:46,274 - ice0003_2 - [INFO] - [E:275| 500]: Train Loss:0.0016476, Val MRR:0.41275, ice0003_2
2023-05-21 00:00:29,295 - ice0003_2 - [INFO] - [E:275| 600]: Train Loss:0.0016475, Val MRR:0.41275, ice0003_2
2023-05-21 00:02:12,055 - ice0003_2 - [INFO] - [E:275| 700]: Train Loss:0.0016481, Val MRR:0.41275, ice0003_2
2023-05-21 00:03:54,024 - ice0003_2 - [INFO] - [E:275| 800]: Train Loss:0.001649, Val MRR:0.41275, ice0003_2
2023-05-21 00:05:37,494 - ice0003_2 - [INFO] - [E:275| 900]: Train Loss:0.0016499, Val MRR:0.41275, ice0003_2
2023-05-21 00:06:49,503 - ice0003_2 - [INFO] - [Epoch:275]: Training Loss:0.00165
2023-05-21 00:06:50,000 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 00:07:04,033 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 00:07:24,415 - ice0003_2 - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.43287, Head : 0.38798, Avg : 0.41042
2023-05-21 00:07:24,415 - ice0003_2 - [INFO] - [Epoch 275]: Training Loss: 0.0016503, Valid MRR: 0.41275,
2023-05-21 00:07:25,281 - ice0003_2 - [INFO] - [E:276| 0]: Train Loss:0.001661, Val MRR:0.41275, ice0003_2
2023-05-21 00:09:07,700 - ice0003_2 - [INFO] - [E:276| 100]: Train Loss:0.0016461, Val MRR:0.41275, ice0003_2
2023-05-21 00:10:49,981 - ice0003_2 - [INFO] - [E:276| 200]: Train Loss:0.0016452, Val MRR:0.41275, ice0003_2
2023-05-21 00:12:30,394 - ice0003_2 - [INFO] - [E:276| 300]: Train Loss:0.0016453, Val MRR:0.41275, ice0003_2
2023-05-21 00:14:13,496 - ice0003_2 - [INFO] - [E:276| 400]: Train Loss:0.0016464, Val MRR:0.41275, ice0003_2
2023-05-21 00:15:46,586 - ice0003_2 - [INFO] - [E:276| 500]: Train Loss:0.001647, Val MRR:0.41275, ice0003_2
2023-05-21 00:17:28,141 - ice0003_2 - [INFO] - [E:276| 600]: Train Loss:0.0016473, Val MRR:0.41275, ice0003_2
2023-05-21 00:19:10,607 - ice0003_2 - [INFO] - [E:276| 700]: Train Loss:0.0016476, Val MRR:0.41275, ice0003_2
2023-05-21 00:20:53,367 - ice0003_2 - [INFO] - [E:276| 800]: Train Loss:0.0016478, Val MRR:0.41275, ice0003_2
2023-05-21 00:22:35,501 - ice0003_2 - [INFO] - [E:276| 900]: Train Loss:0.0016485, Val MRR:0.41275, ice0003_2
2023-05-21 00:23:47,526 - ice0003_2 - [INFO] - [Epoch:276]: Training Loss:0.001649
2023-05-21 00:23:47,943 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 00:24:11,381 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 00:24:27,493 - ice0003_2 - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.43629, Head : 0.39092, Avg : 0.4136
2023-05-21 00:24:29,105 - ice0003_2 - [INFO] - [Epoch 276]: Training Loss: 0.0016488, Valid MRR: 0.4136,
2023-05-21 00:24:29,754 - ice0003_2 - [INFO] - [E:277| 0]: Train Loss:0.0016515, Val MRR:0.4136, ice0003_2
2023-05-21 00:26:08,675 - ice0003_2 - [INFO] - [E:277| 100]: Train Loss:0.0016432, Val MRR:0.4136, ice0003_2
2023-05-21 00:27:49,547 - ice0003_2 - [INFO] - [E:277| 200]: Train Loss:0.0016436, Val MRR:0.4136, ice0003_2
2023-05-21 00:29:31,705 - ice0003_2 - [INFO] - [E:277| 300]: Train Loss:0.0016443, Val MRR:0.4136, ice0003_2
2023-05-21 00:31:14,454 - ice0003_2 - [INFO] - [E:277| 400]: Train Loss:0.0016442, Val MRR:0.4136, ice0003_2
2023-05-21 00:32:57,197 - ice0003_2 - [INFO] - [E:277| 500]: Train Loss:0.0016448, Val MRR:0.4136, ice0003_2
2023-05-21 00:34:33,487 - ice0003_2 - [INFO] - [E:277| 600]: Train Loss:0.0016452, Val MRR:0.4136, ice0003_2
2023-05-21 00:36:16,075 - ice0003_2 - [INFO] - [E:277| 700]: Train Loss:0.0016461, Val MRR:0.4136, ice0003_2
2023-05-21 00:37:58,617 - ice0003_2 - [INFO] - [E:277| 800]: Train Loss:0.0016466, Val MRR:0.4136, ice0003_2
2023-05-21 00:39:41,044 - ice0003_2 - [INFO] - [E:277| 900]: Train Loss:0.0016469, Val MRR:0.4136, ice0003_2
2023-05-21 00:40:52,570 - ice0003_2 - [INFO] - [Epoch:277]: Training Loss:0.001647
2023-05-21 00:40:52,964 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 00:41:16,075 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 00:41:39,042 - ice0003_2 - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.43443, Head : 0.38818, Avg : 0.41131
2023-05-21 00:41:39,043 - ice0003_2 - [INFO] - [Epoch 277]: Training Loss: 0.0016473, Valid MRR: 0.4136,
2023-05-21 00:41:40,217 - ice0003_2 - [INFO] - [E:278| 0]: Train Loss:0.0015852, Val MRR:0.4136, ice0003_2
2023-05-21 00:43:13,073 - ice0003_2 - [INFO] - [E:278| 100]: Train Loss:0.0016409, Val MRR:0.4136, ice0003_2
2023-05-21 00:44:56,493 - ice0003_2 - [INFO] - [E:278| 200]: Train Loss:0.0016432, Val MRR:0.4136, ice0003_2
2023-05-21 00:46:39,147 - ice0003_2 - [INFO] - [E:278| 300]: Train Loss:0.001643, Val MRR:0.4136, ice0003_2
2023-05-21 00:48:21,543 - ice0003_2 - [INFO] - [E:278| 400]: Train Loss:0.0016437, Val MRR:0.4136, ice0003_2
2023-05-21 00:50:04,224 - ice0003_2 - [INFO] - [E:278| 500]: Train Loss:0.0016443, Val MRR:0.4136, ice0003_2
2023-05-21 00:51:36,243 - ice0003_2 - [INFO] - [E:278| 600]: Train Loss:0.0016449, Val MRR:0.4136, ice0003_2
2023-05-21 00:53:18,948 - ice0003_2 - [INFO] - [E:278| 700]: Train Loss:0.001645, Val MRR:0.4136, ice0003_2
2023-05-21 00:55:01,044 - ice0003_2 - [INFO] - [E:278| 800]: Train Loss:0.0016455, Val MRR:0.4136, ice0003_2
2023-05-21 00:56:42,275 - ice0003_2 - [INFO] - [E:278| 900]: Train Loss:0.0016455, Val MRR:0.4136, ice0003_2
2023-05-21 00:57:54,332 - ice0003_2 - [INFO] - [Epoch:278]: Training Loss:0.001646
2023-05-21 00:57:54,680 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 00:58:17,592 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 00:58:40,545 - ice0003_2 - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.43288, Head : 0.38582, Avg : 0.40935
2023-05-21 00:58:40,546 - ice0003_2 - [INFO] - [Epoch 278]: Training Loss: 0.0016458, Valid MRR: 0.4136,
2023-05-21 00:58:41,757 - ice0003_2 - [INFO] - [E:279| 0]: Train Loss:0.0016431, Val MRR:0.4136, ice0003_2
2023-05-21 01:00:14,328 - ice0003_2 - [INFO] - [E:279| 100]: Train Loss:0.00164, Val MRR:0.4136, ice0003_2
2023-05-21 01:01:57,497 - ice0003_2 - [INFO] - [E:279| 200]: Train Loss:0.0016405, Val MRR:0.4136, ice0003_2
2023-05-21 01:03:40,566 - ice0003_2 - [INFO] - [E:279| 300]: Train Loss:0.0016402, Val MRR:0.4136, ice0003_2
2023-05-21 01:05:23,181 - ice0003_2 - [INFO] - [E:279| 400]: Train Loss:0.0016413, Val MRR:0.4136, ice0003_2
2023-05-21 01:07:06,161 - ice0003_2 - [INFO] - [E:279| 500]: Train Loss:0.0016422, Val MRR:0.4136, ice0003_2
2023-05-21 01:08:38,452 - ice0003_2 - [INFO] - [E:279| 600]: Train Loss:0.0016425, Val MRR:0.4136, ice0003_2
2023-05-21 01:10:19,744 - ice0003_2 - [INFO] - [E:279| 700]: Train Loss:0.0016432, Val MRR:0.4136, ice0003_2
2023-05-21 01:12:02,340 - ice0003_2 - [INFO] - [E:279| 800]: Train Loss:0.0016435, Val MRR:0.4136, ice0003_2
2023-05-21 01:13:44,554 - ice0003_2 - [INFO] - [E:279| 900]: Train Loss:0.0016442, Val MRR:0.4136, ice0003_2
2023-05-21 01:14:56,780 - ice0003_2 - [INFO] - [Epoch:279]: Training Loss:0.001645
2023-05-21 01:14:57,042 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 01:15:20,765 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 01:15:44,407 - ice0003_2 - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.43001, Head : 0.3852, Avg : 0.4076
MR: Tail : 571.28, Head : 574.34, Avg : 572.81
Hit-1: Tail : 0.3305, Head : 0.28438, Avg : 0.30744
Hit-3: Tail : 0.48137, Head : 0.43331, Avg : 0.45734
Hit-10: Tail : 0.6201, Head : 0.58284, Avg : 0.60147
2023-05-21 01:15:44,407 - ice0003_2 - [INFO] - [Epoch 279]: Training Loss: 0.0016449, Valid MRR: 0.4136,
2023-05-21 01:15:45,195 - ice0003_2 - [INFO] - [E:280| 0]: Train Loss:0.001656, Val MRR:0.4136, ice0003_2
2023-05-21 01:17:17,461 - ice0003_2 - [INFO] - [E:280| 100]: Train Loss:0.0016359, Val MRR:0.4136, ice0003_2
2023-05-21 01:18:59,900 - ice0003_2 - [INFO] - [E:280| 200]: Train Loss:0.0016382, Val MRR:0.4136, ice0003_2
2023-05-21 01:20:42,368 - ice0003_2 - [INFO] - [E:280| 300]: Train Loss:0.001639, Val MRR:0.4136, ice0003_2
2023-05-21 01:22:27,239 - ice0003_2 - [INFO] - [E:280| 400]: Train Loss:0.0016391, Val MRR:0.4136, ice0003_2
2023-05-21 01:24:07,931 - ice0003_2 - [INFO] - [E:280| 500]: Train Loss:0.0016404, Val MRR:0.4136, ice0003_2
2023-05-21 01:25:42,772 - ice0003_2 - [INFO] - [E:280| 600]: Train Loss:0.0016406, Val MRR:0.4136, ice0003_2
2023-05-21 01:27:21,542 - ice0003_2 - [INFO] - [E:280| 700]: Train Loss:0.0016416, Val MRR:0.4136, ice0003_2
2023-05-21 01:29:03,554 - ice0003_2 - [INFO] - [E:280| 800]: Train Loss:0.001642, Val MRR:0.4136, ice0003_2
2023-05-21 01:30:45,712 - ice0003_2 - [INFO] - [E:280| 900]: Train Loss:0.0016424, Val MRR:0.4136, ice0003_2
2023-05-21 01:31:57,839 - ice0003_2 - [INFO] - [Epoch:280]: Training Loss:0.001643
2023-05-21 01:31:58,180 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 01:32:21,959 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 01:32:44,771 - ice0003_2 - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.43543, Head : 0.38727, Avg : 0.41135
2023-05-21 01:32:44,772 - ice0003_2 - [INFO] - [Epoch 280]: Training Loss: 0.001643, Valid MRR: 0.4136,
2023-05-21 01:32:45,829 - ice0003_2 - [INFO] - [E:281| 0]: Train Loss:0.0016554, Val MRR:0.4136, ice0003_2
2023-05-21 01:34:24,511 - ice0003_2 - [INFO] - [E:281| 100]: Train Loss:0.0016381, Val MRR:0.4136, ice0003_2
2023-05-21 01:36:00,912 - ice0003_2 - [INFO] - [E:281| 200]: Train Loss:0.0016376, Val MRR:0.4136, ice0003_2
2023-05-21 01:37:42,703 - ice0003_2 - [INFO] - [E:281| 300]: Train Loss:0.0016377, Val MRR:0.4136, ice0003_2
2023-05-21 01:39:22,720 - ice0003_2 - [INFO] - [E:281| 400]: Train Loss:0.0016381, Val MRR:0.4136, ice0003_2
2023-05-21 01:41:04,515 - ice0003_2 - [INFO] - [E:281| 500]: Train Loss:0.0016386, Val MRR:0.4136, ice0003_2
2023-05-21 01:42:47,249 - ice0003_2 - [INFO] - [E:281| 600]: Train Loss:0.0016395, Val MRR:0.4136, ice0003_2
2023-05-21 01:44:20,020 - ice0003_2 - [INFO] - [E:281| 700]: Train Loss:0.0016404, Val MRR:0.4136, ice0003_2
2023-05-21 01:46:03,214 - ice0003_2 - [INFO] - [E:281| 800]: Train Loss:0.0016406, Val MRR:0.4136, ice0003_2
2023-05-21 01:47:46,134 - ice0003_2 - [INFO] - [E:281| 900]: Train Loss:0.0016411, Val MRR:0.4136, ice0003_2
2023-05-21 01:48:58,486 - ice0003_2 - [INFO] - [Epoch:281]: Training Loss:0.001642
2023-05-21 01:48:58,847 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 01:49:22,360 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 01:49:45,228 - ice0003_2 - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.43335, Head : 0.38787, Avg : 0.41061
2023-05-21 01:49:45,228 - ice0003_2 - [INFO] - [Epoch 281]: Training Loss: 0.0016416, Valid MRR: 0.4136,
2023-05-21 01:49:46,274 - ice0003_2 - [INFO] - [E:282| 0]: Train Loss:0.0016452, Val MRR:0.4136, ice0003_2
2023-05-21 01:51:29,009 - ice0003_2 - [INFO] - [E:282| 100]: Train Loss:0.0016352, Val MRR:0.4136, ice0003_2
2023-05-21 01:53:00,587 - ice0003_2 - [INFO] - [E:282| 200]: Train Loss:0.0016349, Val MRR:0.4136, ice0003_2
2023-05-21 01:54:42,219 - ice0003_2 - [INFO] - [E:282| 300]: Train Loss:0.0016361, Val MRR:0.4136, ice0003_2
2023-05-21 01:56:24,192 - ice0003_2 - [INFO] - [E:282| 400]: Train Loss:0.0016374, Val MRR:0.4136, ice0003_2
2023-05-21 01:58:06,106 - ice0003_2 - [INFO] - [E:282| 500]: Train Loss:0.001638, Val MRR:0.4136, ice0003_2
2023-05-21 01:59:48,190 - ice0003_2 - [INFO] - [E:282| 600]: Train Loss:0.0016386, Val MRR:0.4136, ice0003_2
2023-05-21 02:01:20,769 - ice0003_2 - [INFO] - [E:282| 700]: Train Loss:0.0016391, Val MRR:0.4136, ice0003_2
2023-05-21 02:03:03,426 - ice0003_2 - [INFO] - [E:282| 800]: Train Loss:0.0016397, Val MRR:0.4136, ice0003_2
2023-05-21 02:04:45,951 - ice0003_2 - [INFO] - [E:282| 900]: Train Loss:0.0016402, Val MRR:0.4136, ice0003_2
2023-05-21 02:05:57,950 - ice0003_2 - [INFO] - [Epoch:282]: Training Loss:0.001641
2023-05-21 02:05:58,300 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 02:06:22,037 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 02:06:44,949 - ice0003_2 - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.43697, Head : 0.38938, Avg : 0.41317
2023-05-21 02:06:44,949 - ice0003_2 - [INFO] - [Epoch 282]: Training Loss: 0.0016408, Valid MRR: 0.4136,
2023-05-21 02:06:45,801 - ice0003_2 - [INFO] - [E:283| 0]: Train Loss:0.0016676, Val MRR:0.4136, ice0003_2
2023-05-21 02:08:27,892 - ice0003_2 - [INFO] - [E:283| 100]: Train Loss:0.0016346, Val MRR:0.4136, ice0003_2
2023-05-21 02:10:00,311 - ice0003_2 - [INFO] - [E:283| 200]: Train Loss:0.0016344, Val MRR:0.4136, ice0003_2
2023-05-21 02:11:45,566 - ice0003_2 - [INFO] - [E:283| 300]: Train Loss:0.0016356, Val MRR:0.4136, ice0003_2
2023-05-21 02:13:28,265 - ice0003_2 - [INFO] - [E:283| 400]: Train Loss:0.0016358, Val MRR:0.4136, ice0003_2
2023-05-21 02:15:10,547 - ice0003_2 - [INFO] - [E:283| 500]: Train Loss:0.0016366, Val MRR:0.4136, ice0003_2
2023-05-21 02:16:52,838 - ice0003_2 - [INFO] - [E:283| 600]: Train Loss:0.0016374, Val MRR:0.4136, ice0003_2
2023-05-21 02:18:25,430 - ice0003_2 - [INFO] - [E:283| 700]: Train Loss:0.001638, Val MRR:0.4136, ice0003_2
2023-05-21 02:20:07,872 - ice0003_2 - [INFO] - [E:283| 800]: Train Loss:0.0016383, Val MRR:0.4136, ice0003_2
2023-05-21 02:21:49,440 - ice0003_2 - [INFO] - [E:283| 900]: Train Loss:0.001639, Val MRR:0.4136, ice0003_2
2023-05-21 02:23:00,740 - ice0003_2 - [INFO] - [Epoch:283]: Training Loss:0.001639
2023-05-21 02:23:01,007 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 02:23:23,961 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 02:23:46,819 - ice0003_2 - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.4333, Head : 0.38725, Avg : 0.41027
2023-05-21 02:23:46,820 - ice0003_2 - [INFO] - [Epoch 283]: Training Loss: 0.0016394, Valid MRR: 0.4136,
2023-05-21 02:23:48,035 - ice0003_2 - [INFO] - [E:284| 0]: Train Loss:0.0016326, Val MRR:0.4136, ice0003_2
2023-05-21 02:25:30,145 - ice0003_2 - [INFO] - [E:284| 100]: Train Loss:0.0016335, Val MRR:0.4136, ice0003_2
2023-05-21 02:27:04,136 - ice0003_2 - [INFO] - [E:284| 200]: Train Loss:0.0016346, Val MRR:0.4136, ice0003_2
2023-05-21 02:28:44,806 - ice0003_2 - [INFO] - [E:284| 300]: Train Loss:0.0016344, Val MRR:0.4136, ice0003_2
2023-05-21 02:30:27,732 - ice0003_2 - [INFO] - [E:284| 400]: Train Loss:0.0016347, Val MRR:0.4136, ice0003_2
2023-05-21 02:32:10,127 - ice0003_2 - [INFO] - [E:284| 500]: Train Loss:0.0016352, Val MRR:0.4136, ice0003_2
2023-05-21 02:33:53,077 - ice0003_2 - [INFO] - [E:284| 600]: Train Loss:0.0016359, Val MRR:0.4136, ice0003_2
2023-05-21 02:35:36,007 - ice0003_2 - [INFO] - [E:284| 700]: Train Loss:0.0016361, Val MRR:0.4136, ice0003_2
2023-05-21 02:37:07,151 - ice0003_2 - [INFO] - [E:284| 800]: Train Loss:0.0016367, Val MRR:0.4136, ice0003_2
2023-05-21 02:38:49,294 - ice0003_2 - [INFO] - [E:284| 900]: Train Loss:0.0016373, Val MRR:0.4136, ice0003_2
2023-05-21 02:40:01,462 - ice0003_2 - [INFO] - [Epoch:284]: Training Loss:0.001638
2023-05-21 02:40:01,932 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 02:40:25,333 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 02:40:48,066 - ice0003_2 - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.43701, Head : 0.38981, Avg : 0.41341
2023-05-21 02:40:48,067 - ice0003_2 - [INFO] - [Epoch 284]: Training Loss: 0.0016376, Valid MRR: 0.4136,
2023-05-21 02:40:49,263 - ice0003_2 - [INFO] - [E:285| 0]: Train Loss:0.001646, Val MRR:0.4136, ice0003_2
2023-05-21 02:42:32,063 - ice0003_2 - [INFO] - [E:285| 100]: Train Loss:0.0016334, Val MRR:0.4136, ice0003_2
2023-05-21 02:44:14,891 - ice0003_2 - [INFO] - [E:285| 200]: Train Loss:0.001632, Val MRR:0.4136, ice0003_2
2023-05-21 02:45:47,555 - ice0003_2 - [INFO] - [E:285| 300]: Train Loss:0.0016325, Val MRR:0.4136, ice0003_2
2023-05-21 02:47:30,171 - ice0003_2 - [INFO] - [E:285| 400]: Train Loss:0.001633, Val MRR:0.4136, ice0003_2
2023-05-21 02:49:13,113 - ice0003_2 - [INFO] - [E:285| 500]: Train Loss:0.0016336, Val MRR:0.4136, ice0003_2
2023-05-21 02:50:55,232 - ice0003_2 - [INFO] - [E:285| 600]: Train Loss:0.0016343, Val MRR:0.4136, ice0003_2
2023-05-21 02:52:37,755 - ice0003_2 - [INFO] - [E:285| 700]: Train Loss:0.001635, Val MRR:0.4136, ice0003_2
2023-05-21 02:54:10,230 - ice0003_2 - [INFO] - [E:285| 800]: Train Loss:0.0016356, Val MRR:0.4136, ice0003_2
2023-05-21 02:55:53,553 - ice0003_2 - [INFO] - [E:285| 900]: Train Loss:0.0016362, Val MRR:0.4136, ice0003_2
2023-05-21 02:57:05,909 - ice0003_2 - [INFO] - [Epoch:285]: Training Loss:0.001637
2023-05-21 02:57:06,240 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 02:57:29,629 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 02:57:52,552 - ice0003_2 - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.43575, Head : 0.38835, Avg : 0.41205
2023-05-21 02:57:52,552 - ice0003_2 - [INFO] - [Epoch 285]: Training Loss: 0.0016366, Valid MRR: 0.4136,
2023-05-21 02:57:53,580 - ice0003_2 - [INFO] - [E:286| 0]: Train Loss:0.0016161, Val MRR:0.4136, ice0003_2
2023-05-21 02:59:38,988 - ice0003_2 - [INFO] - [E:286| 100]: Train Loss:0.0016307, Val MRR:0.4136, ice0003_2
2023-05-21 03:01:20,924 - ice0003_2 - [INFO] - [E:286| 200]: Train Loss:0.0016298, Val MRR:0.4136, ice0003_2
2023-05-21 03:02:52,767 - ice0003_2 - [INFO] - [E:286| 300]: Train Loss:0.0016304, Val MRR:0.4136, ice0003_2
2023-05-21 03:04:34,437 - ice0003_2 - [INFO] - [E:286| 400]: Train Loss:0.001631, Val MRR:0.4136, ice0003_2
2023-05-21 03:06:14,745 - ice0003_2 - [INFO] - [E:286| 500]: Train Loss:0.0016318, Val MRR:0.4136, ice0003_2
2023-05-21 03:07:57,123 - ice0003_2 - [INFO] - [E:286| 600]: Train Loss:0.0016327, Val MRR:0.4136, ice0003_2
2023-05-21 03:09:39,111 - ice0003_2 - [INFO] - [E:286| 700]: Train Loss:0.0016331, Val MRR:0.4136, ice0003_2
2023-05-21 03:11:10,566 - ice0003_2 - [INFO] - [E:286| 800]: Train Loss:0.0016341, Val MRR:0.4136, ice0003_2
2023-05-21 03:12:52,934 - ice0003_2 - [INFO] - [E:286| 900]: Train Loss:0.0016346, Val MRR:0.4136, ice0003_2
2023-05-21 03:14:04,745 - ice0003_2 - [INFO] - [Epoch:286]: Training Loss:0.001635
2023-05-21 03:14:05,072 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 03:14:28,066 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 03:14:51,015 - ice0003_2 - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.43424, Head : 0.38811, Avg : 0.41118
2023-05-21 03:14:51,015 - ice0003_2 - [INFO] - [Epoch 286]: Training Loss: 0.0016351, Valid MRR: 0.4136,
2023-05-21 03:14:52,143 - ice0003_2 - [INFO] - [E:287| 0]: Train Loss:0.0016442, Val MRR:0.4136, ice0003_2
2023-05-21 03:16:33,723 - ice0003_2 - [INFO] - [E:287| 100]: Train Loss:0.0016291, Val MRR:0.4136, ice0003_2
2023-05-21 03:18:15,601 - ice0003_2 - [INFO] - [E:287| 200]: Train Loss:0.0016293, Val MRR:0.4136, ice0003_2
2023-05-21 03:19:46,458 - ice0003_2 - [INFO] - [E:287| 300]: Train Loss:0.0016311, Val MRR:0.4136, ice0003_2
2023-05-21 03:21:28,036 - ice0003_2 - [INFO] - [E:287| 400]: Train Loss:0.001632, Val MRR:0.4136, ice0003_2
2023-05-21 03:23:10,340 - ice0003_2 - [INFO] - [E:287| 500]: Train Loss:0.001632, Val MRR:0.4136, ice0003_2
2023-05-21 03:24:52,364 - ice0003_2 - [INFO] - [E:287| 600]: Train Loss:0.0016329, Val MRR:0.4136, ice0003_2
2023-05-21 03:26:33,709 - ice0003_2 - [INFO] - [E:287| 700]: Train Loss:0.0016331, Val MRR:0.4136, ice0003_2
2023-05-21 03:28:08,131 - ice0003_2 - [INFO] - [E:287| 800]: Train Loss:0.0016336, Val MRR:0.4136, ice0003_2
2023-05-21 03:29:48,779 - ice0003_2 - [INFO] - [E:287| 900]: Train Loss:0.0016339, Val MRR:0.4136, ice0003_2
2023-05-21 03:31:01,374 - ice0003_2 - [INFO] - [Epoch:287]: Training Loss:0.001634
2023-05-21 03:31:01,883 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 03:31:25,469 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 03:31:48,323 - ice0003_2 - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.43349, Head : 0.38844, Avg : 0.41096
2023-05-21 03:31:48,323 - ice0003_2 - [INFO] - [Epoch 287]: Training Loss: 0.0016343, Valid MRR: 0.4136,
2023-05-21 03:31:49,396 - ice0003_2 - [INFO] - [E:288| 0]: Train Loss:0.0016252, Val MRR:0.4136, ice0003_2
2023-05-21 03:33:32,033 - ice0003_2 - [INFO] - [E:288| 100]: Train Loss:0.0016278, Val MRR:0.4136, ice0003_2
2023-05-21 03:35:13,427 - ice0003_2 - [INFO] - [E:288| 200]: Train Loss:0.0016294, Val MRR:0.4136, ice0003_2
2023-05-21 03:36:47,051 - ice0003_2 - [INFO] - [E:288| 300]: Train Loss:0.0016289, Val MRR:0.4136, ice0003_2
2023-05-21 03:38:28,581 - ice0003_2 - [INFO] - [E:288| 400]: Train Loss:0.0016293, Val MRR:0.4136, ice0003_2
2023-05-21 03:40:12,086 - ice0003_2 - [INFO] - [E:288| 500]: Train Loss:0.0016296, Val MRR:0.4136, ice0003_2
2023-05-21 03:41:55,142 - ice0003_2 - [INFO] - [E:288| 600]: Train Loss:0.0016304, Val MRR:0.4136, ice0003_2
2023-05-21 03:43:37,735 - ice0003_2 - [INFO] - [E:288| 700]: Train Loss:0.0016311, Val MRR:0.4136, ice0003_2
2023-05-21 03:45:20,490 - ice0003_2 - [INFO] - [E:288| 800]: Train Loss:0.0016314, Val MRR:0.4136, ice0003_2
2023-05-21 03:46:55,823 - ice0003_2 - [INFO] - [E:288| 900]: Train Loss:0.001632, Val MRR:0.4136, ice0003_2
2023-05-21 03:48:07,115 - ice0003_2 - [INFO] - [Epoch:288]: Training Loss:0.001632
2023-05-21 03:48:07,637 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 03:48:30,533 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 03:48:53,127 - ice0003_2 - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.43648, Head : 0.38895, Avg : 0.41272
2023-05-21 03:48:53,127 - ice0003_2 - [INFO] - [Epoch 288]: Training Loss: 0.0016322, Valid MRR: 0.4136,
2023-05-21 03:48:54,198 - ice0003_2 - [INFO] - [E:289| 0]: Train Loss:0.0016215, Val MRR:0.4136, ice0003_2
2023-05-21 03:50:35,646 - ice0003_2 - [INFO] - [E:289| 100]: Train Loss:0.0016226, Val MRR:0.4136, ice0003_2
2023-05-21 03:52:17,849 - ice0003_2 - [INFO] - [E:289| 200]: Train Loss:0.0016266, Val MRR:0.4136, ice0003_2
2023-05-21 03:54:00,209 - ice0003_2 - [INFO] - [E:289| 300]: Train Loss:0.0016271, Val MRR:0.4136, ice0003_2
2023-05-21 03:55:33,395 - ice0003_2 - [INFO] - [E:289| 400]: Train Loss:0.0016274, Val MRR:0.4136, ice0003_2
2023-05-21 03:57:16,996 - ice0003_2 - [INFO] - [E:289| 500]: Train Loss:0.0016281, Val MRR:0.4136, ice0003_2
2023-05-21 03:59:00,616 - ice0003_2 - [INFO] - [E:289| 600]: Train Loss:0.001629, Val MRR:0.4136, ice0003_2
2023-05-21 04:00:43,954 - ice0003_2 - [INFO] - [E:289| 700]: Train Loss:0.0016295, Val MRR:0.4136, ice0003_2
2023-05-21 04:02:26,663 - ice0003_2 - [INFO] - [E:289| 800]: Train Loss:0.0016298, Val MRR:0.4136, ice0003_2
2023-05-21 04:03:58,243 - ice0003_2 - [INFO] - [E:289| 900]: Train Loss:0.0016308, Val MRR:0.4136, ice0003_2
2023-05-21 04:05:10,888 - ice0003_2 - [INFO] - [Epoch:289]: Training Loss:0.001631
2023-05-21 04:05:11,387 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 04:05:34,941 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 04:05:57,794 - ice0003_2 - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.43132, Head : 0.38985, Avg : 0.41059
MR: Tail : 599.84, Head : 596.61, Avg : 598.22
Hit-1: Tail : 0.33184, Head : 0.29118, Avg : 0.31151
Hit-3: Tail : 0.48683, Head : 0.43513, Avg : 0.46098
Hit-10: Tail : 0.61682, Head : 0.58575, Avg : 0.60129
2023-05-21 04:05:57,794 - ice0003_2 - [INFO] - [Epoch 289]: Training Loss: 0.0016311, Valid MRR: 0.4136,
2023-05-21 04:05:58,993 - ice0003_2 - [INFO] - [E:290| 0]: Train Loss:0.0016265, Val MRR:0.4136, ice0003_2
2023-05-21 04:07:42,219 - ice0003_2 - [INFO] - [E:290| 100]: Train Loss:0.0016218, Val MRR:0.4136, ice0003_2
2023-05-21 04:09:24,743 - ice0003_2 - [INFO] - [E:290| 200]: Train Loss:0.0016226, Val MRR:0.4136, ice0003_2
2023-05-21 04:11:08,135 - ice0003_2 - [INFO] - [E:290| 300]: Train Loss:0.0016249, Val MRR:0.4136, ice0003_2
2023-05-21 04:12:40,882 - ice0003_2 - [INFO] - [E:290| 400]: Train Loss:0.0016263, Val MRR:0.4136, ice0003_2
2023-05-21 04:14:23,643 - ice0003_2 - [INFO] - [E:290| 500]: Train Loss:0.0016264, Val MRR:0.4136, ice0003_2
2023-05-21 04:16:06,970 - ice0003_2 - [INFO] - [E:290| 600]: Train Loss:0.001627, Val MRR:0.4136, ice0003_2
2023-05-21 04:17:48,675 - ice0003_2 - [INFO] - [E:290| 700]: Train Loss:0.001628, Val MRR:0.4136, ice0003_2
2023-05-21 04:19:31,035 - ice0003_2 - [INFO] - [E:290| 800]: Train Loss:0.0016284, Val MRR:0.4136, ice0003_2
2023-05-21 04:21:03,510 - ice0003_2 - [INFO] - [E:290| 900]: Train Loss:0.001629, Val MRR:0.4136, ice0003_2
2023-05-21 04:22:15,805 - ice0003_2 - [INFO] - [Epoch:290]: Training Loss:0.00163
2023-05-21 04:22:16,265 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 04:22:39,324 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 04:23:02,005 - ice0003_2 - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.43284, Head : 0.39062, Avg : 0.41173
2023-05-21 04:23:02,006 - ice0003_2 - [INFO] - [Epoch 290]: Training Loss: 0.0016296, Valid MRR: 0.4136,
2023-05-21 04:23:03,171 - ice0003_2 - [INFO] - [E:291| 0]: Train Loss:0.0016285, Val MRR:0.4136, ice0003_2
2023-05-21 04:24:45,174 - ice0003_2 - [INFO] - [E:291| 100]: Train Loss:0.001622, Val MRR:0.4136, ice0003_2
2023-05-21 04:26:27,251 - ice0003_2 - [INFO] - [E:291| 200]: Train Loss:0.001623, Val MRR:0.4136, ice0003_2
2023-05-21 04:28:09,531 - ice0003_2 - [INFO] - [E:291| 300]: Train Loss:0.0016246, Val MRR:0.4136, ice0003_2
2023-05-21 04:29:41,811 - ice0003_2 - [INFO] - [E:291| 400]: Train Loss:0.0016252, Val MRR:0.4136, ice0003_2
2023-05-21 04:31:23,316 - ice0003_2 - [INFO] - [E:291| 500]: Train Loss:0.0016263, Val MRR:0.4136, ice0003_2
2023-05-21 04:33:04,186 - ice0003_2 - [INFO] - [E:291| 600]: Train Loss:0.0016267, Val MRR:0.4136, ice0003_2
2023-05-21 04:34:46,600 - ice0003_2 - [INFO] - [E:291| 700]: Train Loss:0.0016275, Val MRR:0.4136, ice0003_2
2023-05-21 04:36:32,049 - ice0003_2 - [INFO] - [E:291| 800]: Train Loss:0.0016281, Val MRR:0.4136, ice0003_2
2023-05-21 04:38:09,002 - ice0003_2 - [INFO] - [E:291| 900]: Train Loss:0.0016283, Val MRR:0.4136, ice0003_2
2023-05-21 04:39:17,240 - ice0003_2 - [INFO] - [Epoch:291]: Training Loss:0.001628
2023-05-21 04:39:17,762 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 04:39:41,102 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 04:40:04,201 - ice0003_2 - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.43442, Head : 0.38875, Avg : 0.41159
2023-05-21 04:40:04,201 - ice0003_2 - [INFO] - [Epoch 291]: Training Loss: 0.0016283, Valid MRR: 0.4136,
2023-05-21 04:40:05,397 - ice0003_2 - [INFO] - [E:292| 0]: Train Loss:0.0015995, Val MRR:0.4136, ice0003_2
2023-05-21 04:41:48,424 - ice0003_2 - [INFO] - [E:292| 100]: Train Loss:0.0016219, Val MRR:0.4136, ice0003_2
2023-05-21 04:43:30,913 - ice0003_2 - [INFO] - [E:292| 200]: Train Loss:0.0016222, Val MRR:0.4136, ice0003_2
2023-05-21 04:45:12,975 - ice0003_2 - [INFO] - [E:292| 300]: Train Loss:0.0016231, Val MRR:0.4136, ice0003_2
2023-05-21 04:46:48,866 - ice0003_2 - [INFO] - [E:292| 400]: Train Loss:0.0016247, Val MRR:0.4136, ice0003_2
2023-05-21 04:48:25,760 - ice0003_2 - [INFO] - [E:292| 500]: Train Loss:0.0016252, Val MRR:0.4136, ice0003_2
2023-05-21 04:50:08,246 - ice0003_2 - [INFO] - [E:292| 600]: Train Loss:0.0016254, Val MRR:0.4136, ice0003_2
2023-05-21 04:51:50,326 - ice0003_2 - [INFO] - [E:292| 700]: Train Loss:0.0016254, Val MRR:0.4136, ice0003_2
2023-05-21 04:53:32,504 - ice0003_2 - [INFO] - [E:292| 800]: Train Loss:0.001626, Val MRR:0.4136, ice0003_2
2023-05-21 04:55:15,113 - ice0003_2 - [INFO] - [E:292| 900]: Train Loss:0.0016267, Val MRR:0.4136, ice0003_2
2023-05-21 04:56:16,866 - ice0003_2 - [INFO] - [Epoch:292]: Training Loss:0.001627
2023-05-21 04:56:17,267 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 04:56:40,780 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 04:57:03,715 - ice0003_2 - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.43608, Head : 0.39069, Avg : 0.41339
2023-05-21 04:57:03,715 - ice0003_2 - [INFO] - [Epoch 292]: Training Loss: 0.0016272, Valid MRR: 0.4136,
2023-05-21 04:57:04,913 - ice0003_2 - [INFO] - [E:293| 0]: Train Loss:0.0015924, Val MRR:0.4136, ice0003_2
2023-05-21 04:58:47,758 - ice0003_2 - [INFO] - [E:293| 100]: Train Loss:0.001624, Val MRR:0.4136, ice0003_2
2023-05-21 05:00:29,615 - ice0003_2 - [INFO] - [E:293| 200]: Train Loss:0.0016209, Val MRR:0.4136, ice0003_2
2023-05-21 05:02:10,830 - ice0003_2 - [INFO] - [E:293| 300]: Train Loss:0.001621, Val MRR:0.4136, ice0003_2
2023-05-21 05:03:52,778 - ice0003_2 - [INFO] - [E:293| 400]: Train Loss:0.0016214, Val MRR:0.4136, ice0003_2
2023-05-21 05:05:25,158 - ice0003_2 - [INFO] - [E:293| 500]: Train Loss:0.0016221, Val MRR:0.4136, ice0003_2
2023-05-21 05:07:07,234 - ice0003_2 - [INFO] - [E:293| 600]: Train Loss:0.0016229, Val MRR:0.4136, ice0003_2
2023-05-21 05:08:49,417 - ice0003_2 - [INFO] - [E:293| 700]: Train Loss:0.001624, Val MRR:0.4136, ice0003_2
2023-05-21 05:10:31,766 - ice0003_2 - [INFO] - [E:293| 800]: Train Loss:0.0016244, Val MRR:0.4136, ice0003_2
2023-05-21 05:12:13,712 - ice0003_2 - [INFO] - [E:293| 900]: Train Loss:0.001625, Val MRR:0.4136, ice0003_2
2023-05-21 05:13:15,711 - ice0003_2 - [INFO] - [Epoch:293]: Training Loss:0.001625
2023-05-21 05:13:16,027 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 05:13:39,380 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 05:14:02,023 - ice0003_2 - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.43438, Head : 0.39044, Avg : 0.41241
2023-05-21 05:14:02,023 - ice0003_2 - [INFO] - [Epoch 293]: Training Loss: 0.0016255, Valid MRR: 0.4136,
2023-05-21 05:14:03,233 - ice0003_2 - [INFO] - [E:294| 0]: Train Loss:0.0016417, Val MRR:0.4136, ice0003_2
2023-05-21 05:15:44,540 - ice0003_2 - [INFO] - [E:294| 100]: Train Loss:0.0016218, Val MRR:0.4136, ice0003_2
2023-05-21 05:17:26,398 - ice0003_2 - [INFO] - [E:294| 200]: Train Loss:0.0016217, Val MRR:0.4136, ice0003_2
2023-05-21 05:19:09,894 - ice0003_2 - [INFO] - [E:294| 300]: Train Loss:0.0016218, Val MRR:0.4136, ice0003_2
2023-05-21 05:20:53,075 - ice0003_2 - [INFO] - [E:294| 400]: Train Loss:0.0016218, Val MRR:0.4136, ice0003_2
2023-05-21 05:22:25,755 - ice0003_2 - [INFO] - [E:294| 500]: Train Loss:0.0016225, Val MRR:0.4136, ice0003_2
2023-05-21 05:24:11,563 - ice0003_2 - [INFO] - [E:294| 600]: Train Loss:0.0016225, Val MRR:0.4136, ice0003_2
2023-05-21 05:25:54,587 - ice0003_2 - [INFO] - [E:294| 700]: Train Loss:0.001623, Val MRR:0.4136, ice0003_2
2023-05-21 05:27:37,775 - ice0003_2 - [INFO] - [E:294| 800]: Train Loss:0.0016234, Val MRR:0.4136, ice0003_2
2023-05-21 05:29:19,910 - ice0003_2 - [INFO] - [E:294| 900]: Train Loss:0.0016241, Val MRR:0.4136, ice0003_2
2023-05-21 05:30:28,545 - ice0003_2 - [INFO] - [Epoch:294]: Training Loss:0.001624
2023-05-21 05:30:28,763 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 05:30:43,654 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 05:31:06,659 - ice0003_2 - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.43313, Head : 0.38815, Avg : 0.41064
2023-05-21 05:31:06,659 - ice0003_2 - [INFO] - [Epoch 294]: Training Loss: 0.0016243, Valid MRR: 0.4136,
2023-05-21 05:31:07,852 - ice0003_2 - [INFO] - [E:295| 0]: Train Loss:0.001627, Val MRR:0.4136, ice0003_2
2023-05-21 05:32:50,074 - ice0003_2 - [INFO] - [E:295| 100]: Train Loss:0.0016154, Val MRR:0.4136, ice0003_2
2023-05-21 05:34:32,743 - ice0003_2 - [INFO] - [E:295| 200]: Train Loss:0.0016166, Val MRR:0.4136, ice0003_2
2023-05-21 05:36:15,225 - ice0003_2 - [INFO] - [E:295| 300]: Train Loss:0.0016177, Val MRR:0.4136, ice0003_2
2023-05-21 05:37:57,780 - ice0003_2 - [INFO] - [E:295| 400]: Train Loss:0.001619, Val MRR:0.4136, ice0003_2
2023-05-21 05:39:30,122 - ice0003_2 - [INFO] - [E:295| 500]: Train Loss:0.0016199, Val MRR:0.4136, ice0003_2
2023-05-21 05:41:12,288 - ice0003_2 - [INFO] - [E:295| 600]: Train Loss:0.0016207, Val MRR:0.4136, ice0003_2
2023-05-21 05:42:54,241 - ice0003_2 - [INFO] - [E:295| 700]: Train Loss:0.0016214, Val MRR:0.4136, ice0003_2
2023-05-21 05:44:35,540 - ice0003_2 - [INFO] - [E:295| 800]: Train Loss:0.0016222, Val MRR:0.4136, ice0003_2
2023-05-21 05:46:18,306 - ice0003_2 - [INFO] - [E:295| 900]: Train Loss:0.0016226, Val MRR:0.4136, ice0003_2
2023-05-21 05:47:31,365 - ice0003_2 - [INFO] - [Epoch:295]: Training Loss:0.001623
2023-05-21 05:47:31,765 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 05:47:52,343 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 05:48:06,693 - ice0003_2 - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.43649, Head : 0.39149, Avg : 0.41399
2023-05-21 05:48:08,477 - ice0003_2 - [INFO] - [Epoch 295]: Training Loss: 0.0016231, Valid MRR: 0.41399,
2023-05-21 05:48:09,675 - ice0003_2 - [INFO] - [E:296| 0]: Train Loss:0.0016321, Val MRR:0.41399, ice0003_2
2023-05-21 05:49:52,890 - ice0003_2 - [INFO] - [E:296| 100]: Train Loss:0.0016176, Val MRR:0.41399, ice0003_2
2023-05-21 05:51:36,467 - ice0003_2 - [INFO] - [E:296| 200]: Train Loss:0.0016195, Val MRR:0.41399, ice0003_2
2023-05-21 05:53:19,178 - ice0003_2 - [INFO] - [E:296| 300]: Train Loss:0.0016195, Val MRR:0.41399, ice0003_2
2023-05-21 05:55:01,943 - ice0003_2 - [INFO] - [E:296| 400]: Train Loss:0.0016197, Val MRR:0.41399, ice0003_2
2023-05-21 05:56:39,956 - ice0003_2 - [INFO] - [E:296| 500]: Train Loss:0.0016198, Val MRR:0.41399, ice0003_2
2023-05-21 05:58:17,266 - ice0003_2 - [INFO] - [E:296| 600]: Train Loss:0.0016206, Val MRR:0.41399, ice0003_2
2023-05-21 05:59:59,410 - ice0003_2 - [INFO] - [E:296| 700]: Train Loss:0.001621, Val MRR:0.41399, ice0003_2
2023-05-21 06:01:42,541 - ice0003_2 - [INFO] - [E:296| 800]: Train Loss:0.0016211, Val MRR:0.41399, ice0003_2
2023-05-21 06:03:25,717 - ice0003_2 - [INFO] - [E:296| 900]: Train Loss:0.0016215, Val MRR:0.41399, ice0003_2
2023-05-21 06:04:38,452 - ice0003_2 - [INFO] - [Epoch:296]: Training Loss:0.001622
2023-05-21 06:04:38,712 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 06:05:02,095 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 06:05:18,721 - ice0003_2 - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.43577, Head : 0.38904, Avg : 0.4124
2023-05-21 06:05:18,721 - ice0003_2 - [INFO] - [Epoch 296]: Training Loss: 0.0016219, Valid MRR: 0.41399,
2023-05-21 06:05:19,373 - ice0003_2 - [INFO] - [E:297| 0]: Train Loss:0.0016103, Val MRR:0.41399, ice0003_2
2023-05-21 06:06:57,112 - ice0003_2 - [INFO] - [E:297| 100]: Train Loss:0.0016145, Val MRR:0.41399, ice0003_2
2023-05-21 06:08:39,477 - ice0003_2 - [INFO] - [E:297| 200]: Train Loss:0.0016162, Val MRR:0.41399, ice0003_2
2023-05-21 06:10:21,489 - ice0003_2 - [INFO] - [E:297| 300]: Train Loss:0.0016164, Val MRR:0.41399, ice0003_2
2023-05-21 06:12:06,356 - ice0003_2 - [INFO] - [E:297| 400]: Train Loss:0.001617, Val MRR:0.41399, ice0003_2
2023-05-21 06:13:47,568 - ice0003_2 - [INFO] - [E:297| 500]: Train Loss:0.0016175, Val MRR:0.41399, ice0003_2
2023-05-21 06:15:19,654 - ice0003_2 - [INFO] - [E:297| 600]: Train Loss:0.0016177, Val MRR:0.41399, ice0003_2
2023-05-21 06:17:01,309 - ice0003_2 - [INFO] - [E:297| 700]: Train Loss:0.0016185, Val MRR:0.41399, ice0003_2
2023-05-21 06:18:43,755 - ice0003_2 - [INFO] - [E:297| 800]: Train Loss:0.001619, Val MRR:0.41399, ice0003_2
2023-05-21 06:20:27,161 - ice0003_2 - [INFO] - [E:297| 900]: Train Loss:0.0016193, Val MRR:0.41399, ice0003_2
2023-05-21 06:21:39,450 - ice0003_2 - [INFO] - [Epoch:297]: Training Loss:0.00162
2023-05-21 06:21:39,938 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 06:22:02,918 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 06:22:25,948 - ice0003_2 - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.43564, Head : 0.39, Avg : 0.41282
2023-05-21 06:22:25,948 - ice0003_2 - [INFO] - [Epoch 297]: Training Loss: 0.0016195, Valid MRR: 0.41399,
2023-05-21 06:22:27,143 - ice0003_2 - [INFO] - [E:298| 0]: Train Loss:0.0016007, Val MRR:0.41399, ice0003_2
2023-05-21 06:23:59,466 - ice0003_2 - [INFO] - [E:298| 100]: Train Loss:0.0016146, Val MRR:0.41399, ice0003_2
2023-05-21 06:25:41,628 - ice0003_2 - [INFO] - [E:298| 200]: Train Loss:0.0016156, Val MRR:0.41399, ice0003_2
2023-05-21 06:27:23,315 - ice0003_2 - [INFO] - [E:298| 300]: Train Loss:0.0016156, Val MRR:0.41399, ice0003_2
2023-05-21 06:29:05,201 - ice0003_2 - [INFO] - [E:298| 400]: Train Loss:0.0016165, Val MRR:0.41399, ice0003_2
2023-05-21 06:30:48,325 - ice0003_2 - [INFO] - [E:298| 500]: Train Loss:0.0016166, Val MRR:0.41399, ice0003_2
2023-05-21 06:32:21,364 - ice0003_2 - [INFO] - [E:298| 600]: Train Loss:0.001617, Val MRR:0.41399, ice0003_2
2023-05-21 06:34:03,351 - ice0003_2 - [INFO] - [E:298| 700]: Train Loss:0.0016173, Val MRR:0.41399, ice0003_2
2023-05-21 06:35:45,320 - ice0003_2 - [INFO] - [E:298| 800]: Train Loss:0.0016179, Val MRR:0.41399, ice0003_2
2023-05-21 06:37:27,868 - ice0003_2 - [INFO] - [E:298| 900]: Train Loss:0.0016186, Val MRR:0.41399, ice0003_2
2023-05-21 06:38:40,153 - ice0003_2 - [INFO] - [Epoch:298]: Training Loss:0.001619
2023-05-21 06:38:40,549 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 06:39:04,075 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 06:39:27,204 - ice0003_2 - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.43824, Head : 0.39007, Avg : 0.41415
2023-05-21 06:39:29,570 - ice0003_2 - [INFO] - [Epoch 298]: Training Loss: 0.0016189, Valid MRR: 0.41415,
2023-05-21 06:39:30,776 - ice0003_2 - [INFO] - [E:299| 0]: Train Loss:0.0016001, Val MRR:0.41415, ice0003_2
2023-05-21 06:41:03,716 - ice0003_2 - [INFO] - [E:299| 100]: Train Loss:0.0016131, Val MRR:0.41415, ice0003_2
2023-05-21 06:42:44,615 - ice0003_2 - [INFO] - [E:299| 200]: Train Loss:0.0016145, Val MRR:0.41415, ice0003_2
2023-05-21 06:44:26,809 - ice0003_2 - [INFO] - [E:299| 300]: Train Loss:0.0016135, Val MRR:0.41415, ice0003_2
2023-05-21 06:46:08,873 - ice0003_2 - [INFO] - [E:299| 400]: Train Loss:0.0016149, Val MRR:0.41415, ice0003_2
2023-05-21 06:47:51,100 - ice0003_2 - [INFO] - [E:299| 500]: Train Loss:0.0016146, Val MRR:0.41415, ice0003_2
2023-05-21 06:49:23,491 - ice0003_2 - [INFO] - [E:299| 600]: Train Loss:0.0016158, Val MRR:0.41415, ice0003_2
2023-05-21 06:51:05,665 - ice0003_2 - [INFO] - [E:299| 700]: Train Loss:0.0016162, Val MRR:0.41415, ice0003_2
2023-05-21 06:52:47,760 - ice0003_2 - [INFO] - [E:299| 800]: Train Loss:0.0016164, Val MRR:0.41415, ice0003_2
2023-05-21 06:54:30,194 - ice0003_2 - [INFO] - [E:299| 900]: Train Loss:0.0016171, Val MRR:0.41415, ice0003_2
2023-05-21 06:55:41,983 - ice0003_2 - [INFO] - [Epoch:299]: Training Loss:0.001617
2023-05-21 06:55:42,501 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 06:56:05,348 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 06:56:27,791 - ice0003_2 - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.43247, Head : 0.3911, Avg : 0.41179
MR: Tail : 625.29, Head : 643.54, Avg : 634.41
Hit-1: Tail : 0.33402, Head : 0.29288, Avg : 0.31345
Hit-3: Tail : 0.48562, Head : 0.4395, Avg : 0.46256
Hit-10: Tail : 0.61731, Head : 0.58114, Avg : 0.59922
2023-05-21 06:56:27,791 - ice0003_2 - [INFO] - [Epoch 299]: Training Loss: 0.0016175, Valid MRR: 0.41415,
2023-05-21 06:56:28,857 - ice0003_2 - [INFO] - [E:300| 0]: Train Loss:0.0015959, Val MRR:0.41415, ice0003_2
2023-05-21 06:58:00,617 - ice0003_2 - [INFO] - [E:300| 100]: Train Loss:0.0016124, Val MRR:0.41415, ice0003_2
2023-05-21 06:59:46,425 - ice0003_2 - [INFO] - [E:300| 200]: Train Loss:0.0016114, Val MRR:0.41415, ice0003_2
2023-05-21 07:01:28,913 - ice0003_2 - [INFO] - [E:300| 300]: Train Loss:0.0016129, Val MRR:0.41415, ice0003_2
2023-05-21 07:03:10,791 - ice0003_2 - [INFO] - [E:300| 400]: Train Loss:0.0016139, Val MRR:0.41415, ice0003_2
2023-05-21 07:04:52,648 - ice0003_2 - [INFO] - [E:300| 500]: Train Loss:0.0016142, Val MRR:0.41415, ice0003_2
2023-05-21 07:06:27,625 - ice0003_2 - [INFO] - [E:300| 600]: Train Loss:0.0016144, Val MRR:0.41415, ice0003_2
2023-05-21 07:08:06,552 - ice0003_2 - [INFO] - [E:300| 700]: Train Loss:0.0016146, Val MRR:0.41415, ice0003_2
2023-05-21 07:09:48,600 - ice0003_2 - [INFO] - [E:300| 800]: Train Loss:0.0016154, Val MRR:0.41415, ice0003_2
2023-05-21 07:11:29,560 - ice0003_2 - [INFO] - [E:300| 900]: Train Loss:0.0016157, Val MRR:0.41415, ice0003_2
2023-05-21 07:12:41,363 - ice0003_2 - [INFO] - [Epoch:300]: Training Loss:0.001616
2023-05-21 07:12:41,624 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 07:13:04,833 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 07:13:27,796 - ice0003_2 - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.43302, Head : 0.39182, Avg : 0.41242
2023-05-21 07:13:27,796 - ice0003_2 - [INFO] - [Epoch 300]: Training Loss: 0.0016164, Valid MRR: 0.41415,
2023-05-21 07:13:28,839 - ice0003_2 - [INFO] - [E:301| 0]: Train Loss:0.0015985, Val MRR:0.41415, ice0003_2
2023-05-21 07:15:03,796 - ice0003_2 - [INFO] - [E:301| 100]: Train Loss:0.0016129, Val MRR:0.41415, ice0003_2
2023-05-21 07:16:43,127 - ice0003_2 - [INFO] - [E:301| 200]: Train Loss:0.0016122, Val MRR:0.41415, ice0003_2
2023-05-21 07:18:26,078 - ice0003_2 - [INFO] - [E:301| 300]: Train Loss:0.0016119, Val MRR:0.41415, ice0003_2
2023-05-21 07:20:09,758 - ice0003_2 - [INFO] - [E:301| 400]: Train Loss:0.0016123, Val MRR:0.41415, ice0003_2
2023-05-21 07:21:53,175 - ice0003_2 - [INFO] - [E:301| 500]: Train Loss:0.0016124, Val MRR:0.41415, ice0003_2
2023-05-21 07:23:36,121 - ice0003_2 - [INFO] - [E:301| 600]: Train Loss:0.0016128, Val MRR:0.41415, ice0003_2
2023-05-21 07:25:07,244 - ice0003_2 - [INFO] - [E:301| 700]: Train Loss:0.0016133, Val MRR:0.41415, ice0003_2
2023-05-21 07:26:49,261 - ice0003_2 - [INFO] - [E:301| 800]: Train Loss:0.001614, Val MRR:0.41415, ice0003_2
2023-05-21 07:28:32,479 - ice0003_2 - [INFO] - [E:301| 900]: Train Loss:0.0016145, Val MRR:0.41415, ice0003_2
2023-05-21 07:29:44,161 - ice0003_2 - [INFO] - [Epoch:301]: Training Loss:0.001615
2023-05-21 07:29:44,680 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 07:30:07,751 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 07:30:30,627 - ice0003_2 - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.43578, Head : 0.3926, Avg : 0.41419
2023-05-21 07:30:32,420 - ice0003_2 - [INFO] - [Epoch 301]: Training Loss: 0.0016147, Valid MRR: 0.41419,
2023-05-21 07:30:33,744 - ice0003_2 - [INFO] - [E:302| 0]: Train Loss:0.0016144, Val MRR:0.41419, ice0003_2
2023-05-21 07:32:14,836 - ice0003_2 - [INFO] - [E:302| 100]: Train Loss:0.0016096, Val MRR:0.41419, ice0003_2
2023-05-21 07:33:48,133 - ice0003_2 - [INFO] - [E:302| 200]: Train Loss:0.0016097, Val MRR:0.41419, ice0003_2
2023-05-21 07:35:30,455 - ice0003_2 - [INFO] - [E:302| 300]: Train Loss:0.0016098, Val MRR:0.41419, ice0003_2
2023-05-21 07:37:13,003 - ice0003_2 - [INFO] - [E:302| 400]: Train Loss:0.0016102, Val MRR:0.41419, ice0003_2
2023-05-21 07:38:55,028 - ice0003_2 - [INFO] - [E:302| 500]: Train Loss:0.001611, Val MRR:0.41419, ice0003_2
2023-05-21 07:40:35,269 - ice0003_2 - [INFO] - [E:302| 600]: Train Loss:0.001612, Val MRR:0.41419, ice0003_2
2023-05-21 07:42:07,213 - ice0003_2 - [INFO] - [E:302| 700]: Train Loss:0.0016122, Val MRR:0.41419, ice0003_2
2023-05-21 07:43:50,521 - ice0003_2 - [INFO] - [E:302| 800]: Train Loss:0.001613, Val MRR:0.41419, ice0003_2
2023-05-21 07:45:33,766 - ice0003_2 - [INFO] - [E:302| 900]: Train Loss:0.0016134, Val MRR:0.41419, ice0003_2
2023-05-21 07:46:46,042 - ice0003_2 - [INFO] - [Epoch:302]: Training Loss:0.001614
2023-05-21 07:46:46,529 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 07:47:10,200 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 07:47:32,885 - ice0003_2 - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.43689, Head : 0.39243, Avg : 0.41466
2023-05-21 07:47:34,411 - ice0003_2 - [INFO] - [Epoch 302]: Training Loss: 0.0016136, Valid MRR: 0.41466,
2023-05-21 07:47:35,578 - ice0003_2 - [INFO] - [E:303| 0]: Train Loss:0.0015978, Val MRR:0.41466, ice0003_2
2023-05-21 07:49:21,430 - ice0003_2 - [INFO] - [E:303| 100]: Train Loss:0.0016091, Val MRR:0.41466, ice0003_2
2023-05-21 07:50:54,041 - ice0003_2 - [INFO] - [E:303| 200]: Train Loss:0.0016095, Val MRR:0.41466, ice0003_2
2023-05-21 07:52:36,812 - ice0003_2 - [INFO] - [E:303| 300]: Train Loss:0.0016107, Val MRR:0.41466, ice0003_2
2023-05-21 07:54:18,260 - ice0003_2 - [INFO] - [E:303| 400]: Train Loss:0.0016109, Val MRR:0.41466, ice0003_2
2023-05-21 07:56:00,380 - ice0003_2 - [INFO] - [E:303| 500]: Train Loss:0.0016109, Val MRR:0.41466, ice0003_2
2023-05-21 07:57:42,619 - ice0003_2 - [INFO] - [E:303| 600]: Train Loss:0.001611, Val MRR:0.41466, ice0003_2
2023-05-21 07:59:15,122 - ice0003_2 - [INFO] - [E:303| 700]: Train Loss:0.0016115, Val MRR:0.41466, ice0003_2
2023-05-21 08:00:58,683 - ice0003_2 - [INFO] - [E:303| 800]: Train Loss:0.0016118, Val MRR:0.41466, ice0003_2
2023-05-21 08:02:42,032 - ice0003_2 - [INFO] - [E:303| 900]: Train Loss:0.0016122, Val MRR:0.41466, ice0003_2
2023-05-21 08:03:54,425 - ice0003_2 - [INFO] - [Epoch:303]: Training Loss:0.001612
2023-05-21 08:03:54,930 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 08:04:18,335 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 08:04:41,275 - ice0003_2 - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.43348, Head : 0.39058, Avg : 0.41203
2023-05-21 08:04:41,275 - ice0003_2 - [INFO] - [Epoch 303]: Training Loss: 0.0016125, Valid MRR: 0.41466,
2023-05-21 08:04:42,070 - ice0003_2 - [INFO] - [E:304| 0]: Train Loss:0.0016556, Val MRR:0.41466, ice0003_2
2023-05-21 08:06:24,762 - ice0003_2 - [INFO] - [E:304| 100]: Train Loss:0.0016082, Val MRR:0.41466, ice0003_2
2023-05-21 08:07:57,163 - ice0003_2 - [INFO] - [E:304| 200]: Train Loss:0.0016069, Val MRR:0.41466, ice0003_2
2023-05-21 08:09:38,707 - ice0003_2 - [INFO] - [E:304| 300]: Train Loss:0.0016083, Val MRR:0.41466, ice0003_2
2023-05-21 08:11:20,640 - ice0003_2 - [INFO] - [E:304| 400]: Train Loss:0.0016086, Val MRR:0.41466, ice0003_2
2023-05-21 08:13:02,870 - ice0003_2 - [INFO] - [E:304| 500]: Train Loss:0.0016094, Val MRR:0.41466, ice0003_2
2023-05-21 08:14:46,025 - ice0003_2 - [INFO] - [E:304| 600]: Train Loss:0.00161, Val MRR:0.41466, ice0003_2
2023-05-21 08:16:20,374 - ice0003_2 - [INFO] - [E:304| 700]: Train Loss:0.0016101, Val MRR:0.41466, ice0003_2
2023-05-21 08:18:02,238 - ice0003_2 - [INFO] - [E:304| 800]: Train Loss:0.0016105, Val MRR:0.41466, ice0003_2
2023-05-21 08:19:45,266 - ice0003_2 - [INFO] - [E:304| 900]: Train Loss:0.0016109, Val MRR:0.41466, ice0003_2
2023-05-21 08:20:57,190 - ice0003_2 - [INFO] - [Epoch:304]: Training Loss:0.001611
2023-05-21 08:20:57,584 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 08:21:20,969 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 08:21:44,098 - ice0003_2 - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.43348, Head : 0.39073, Avg : 0.4121
2023-05-21 08:21:44,098 - ice0003_2 - [INFO] - [Epoch 304]: Training Loss: 0.0016111, Valid MRR: 0.41466,
2023-05-21 08:21:45,035 - ice0003_2 - [INFO] - [E:305| 0]: Train Loss:0.001589, Val MRR:0.41466, ice0003_2
2023-05-21 08:23:25,946 - ice0003_2 - [INFO] - [E:305| 100]: Train Loss:0.0016077, Val MRR:0.41466, ice0003_2
2023-05-21 08:24:59,806 - ice0003_2 - [INFO] - [E:305| 200]: Train Loss:0.0016069, Val MRR:0.41466, ice0003_2
2023-05-21 08:26:39,936 - ice0003_2 - [INFO] - [E:305| 300]: Train Loss:0.001608, Val MRR:0.41466, ice0003_2
2023-05-21 08:28:21,832 - ice0003_2 - [INFO] - [E:305| 400]: Train Loss:0.0016075, Val MRR:0.41466, ice0003_2
2023-05-21 08:30:04,576 - ice0003_2 - [INFO] - [E:305| 500]: Train Loss:0.0016086, Val MRR:0.41466, ice0003_2
2023-05-21 08:31:47,501 - ice0003_2 - [INFO] - [E:305| 600]: Train Loss:0.001609, Val MRR:0.41466, ice0003_2
2023-05-21 08:33:30,748 - ice0003_2 - [INFO] - [E:305| 700]: Train Loss:0.0016093, Val MRR:0.41466, ice0003_2
2023-05-21 08:35:02,131 - ice0003_2 - [INFO] - [E:305| 800]: Train Loss:0.0016098, Val MRR:0.41466, ice0003_2
2023-05-21 08:36:46,849 - ice0003_2 - [INFO] - [E:305| 900]: Train Loss:0.00161, Val MRR:0.41466, ice0003_2
2023-05-21 08:37:58,173 - ice0003_2 - [INFO] - [Epoch:305]: Training Loss:0.00161
2023-05-21 08:37:58,519 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 08:38:21,868 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 08:38:44,729 - ice0003_2 - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.43791, Head : 0.38925, Avg : 0.41358
2023-05-21 08:38:44,729 - ice0003_2 - [INFO] - [Epoch 305]: Training Loss: 0.0016102, Valid MRR: 0.41466,
2023-05-21 08:38:45,936 - ice0003_2 - [INFO] - [E:306| 0]: Train Loss:0.0016042, Val MRR:0.41466, ice0003_2
2023-05-21 08:40:28,011 - ice0003_2 - [INFO] - [E:306| 100]: Train Loss:0.0016083, Val MRR:0.41466, ice0003_2
2023-05-21 08:42:10,106 - ice0003_2 - [INFO] - [E:306| 200]: Train Loss:0.0016071, Val MRR:0.41466, ice0003_2
2023-05-21 08:43:42,359 - ice0003_2 - [INFO] - [E:306| 300]: Train Loss:0.0016062, Val MRR:0.41466, ice0003_2
2023-05-21 08:45:24,831 - ice0003_2 - [INFO] - [E:306| 400]: Train Loss:0.0016065, Val MRR:0.41466, ice0003_2
2023-05-21 08:47:07,381 - ice0003_2 - [INFO] - [E:306| 500]: Train Loss:0.0016073, Val MRR:0.41466, ice0003_2
2023-05-21 08:48:49,538 - ice0003_2 - [INFO] - [E:306| 600]: Train Loss:0.0016077, Val MRR:0.41466, ice0003_2
2023-05-21 08:50:31,209 - ice0003_2 - [INFO] - [E:306| 700]: Train Loss:0.0016079, Val MRR:0.41466, ice0003_2
2023-05-21 08:52:03,080 - ice0003_2 - [INFO] - [E:306| 800]: Train Loss:0.001608, Val MRR:0.41466, ice0003_2
2023-05-21 08:53:45,947 - ice0003_2 - [INFO] - [E:306| 900]: Train Loss:0.0016084, Val MRR:0.41466, ice0003_2
2023-05-21 08:54:58,598 - ice0003_2 - [INFO] - [Epoch:306]: Training Loss:0.001609
2023-05-21 08:54:58,876 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 08:55:22,794 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 08:55:46,170 - ice0003_2 - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.4372, Head : 0.39149, Avg : 0.41434
2023-05-21 08:55:46,170 - ice0003_2 - [INFO] - [Epoch 306]: Training Loss: 0.0016087, Valid MRR: 0.41466,
2023-05-21 08:55:47,368 - ice0003_2 - [INFO] - [E:307| 0]: Train Loss:0.0015847, Val MRR:0.41466, ice0003_2
2023-05-21 08:57:30,023 - ice0003_2 - [INFO] - [E:307| 100]: Train Loss:0.0016029, Val MRR:0.41466, ice0003_2
2023-05-21 08:59:12,251 - ice0003_2 - [INFO] - [E:307| 200]: Train Loss:0.0016038, Val MRR:0.41466, ice0003_2
2023-05-21 09:00:44,536 - ice0003_2 - [INFO] - [E:307| 300]: Train Loss:0.0016042, Val MRR:0.41466, ice0003_2
2023-05-21 09:02:27,404 - ice0003_2 - [INFO] - [E:307| 400]: Train Loss:0.0016054, Val MRR:0.41466, ice0003_2
2023-05-21 09:04:10,451 - ice0003_2 - [INFO] - [E:307| 500]: Train Loss:0.0016056, Val MRR:0.41466, ice0003_2
2023-05-21 09:05:52,368 - ice0003_2 - [INFO] - [E:307| 600]: Train Loss:0.0016064, Val MRR:0.41466, ice0003_2
2023-05-21 09:07:34,213 - ice0003_2 - [INFO] - [E:307| 700]: Train Loss:0.0016069, Val MRR:0.41466, ice0003_2
2023-05-21 09:09:06,869 - ice0003_2 - [INFO] - [E:307| 800]: Train Loss:0.0016071, Val MRR:0.41466, ice0003_2
2023-05-21 09:10:49,621 - ice0003_2 - [INFO] - [E:307| 900]: Train Loss:0.0016074, Val MRR:0.41466, ice0003_2
2023-05-21 09:12:01,311 - ice0003_2 - [INFO] - [Epoch:307]: Training Loss:0.001608
2023-05-21 09:12:01,705 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 09:12:25,143 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 09:12:47,770 - ice0003_2 - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.43221, Head : 0.39074, Avg : 0.41147
2023-05-21 09:12:47,770 - ice0003_2 - [INFO] - [Epoch 307]: Training Loss: 0.0016076, Valid MRR: 0.41466,
2023-05-21 09:12:48,722 - ice0003_2 - [INFO] - [E:308| 0]: Train Loss:0.0015829, Val MRR:0.41466, ice0003_2
2023-05-21 09:14:31,236 - ice0003_2 - [INFO] - [E:308| 100]: Train Loss:0.0016002, Val MRR:0.41466, ice0003_2
2023-05-21 09:16:14,694 - ice0003_2 - [INFO] - [E:308| 200]: Train Loss:0.0016024, Val MRR:0.41466, ice0003_2
2023-05-21 09:17:47,183 - ice0003_2 - [INFO] - [E:308| 300]: Train Loss:0.0016033, Val MRR:0.41466, ice0003_2
2023-05-21 09:19:29,247 - ice0003_2 - [INFO] - [E:308| 400]: Train Loss:0.0016037, Val MRR:0.41466, ice0003_2
2023-05-21 09:21:10,465 - ice0003_2 - [INFO] - [E:308| 500]: Train Loss:0.0016038, Val MRR:0.41466, ice0003_2
2023-05-21 09:22:52,933 - ice0003_2 - [INFO] - [E:308| 600]: Train Loss:0.0016043, Val MRR:0.41466, ice0003_2
2023-05-21 09:24:38,077 - ice0003_2 - [INFO] - [E:308| 700]: Train Loss:0.0016046, Val MRR:0.41466, ice0003_2
2023-05-21 09:26:17,915 - ice0003_2 - [INFO] - [E:308| 800]: Train Loss:0.0016054, Val MRR:0.41466, ice0003_2
2023-05-21 09:27:53,103 - ice0003_2 - [INFO] - [E:308| 900]: Train Loss:0.0016057, Val MRR:0.41466, ice0003_2
2023-05-21 09:29:05,542 - ice0003_2 - [INFO] - [Epoch:308]: Training Loss:0.001606
2023-05-21 09:29:06,045 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 09:29:29,583 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 09:29:52,749 - ice0003_2 - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.43477, Head : 0.39209, Avg : 0.41343
2023-05-21 09:29:52,749 - ice0003_2 - [INFO] - [Epoch 308]: Training Loss: 0.0016062, Valid MRR: 0.41466,
2023-05-21 09:29:53,948 - ice0003_2 - [INFO] - [E:309| 0]: Train Loss:0.0016022, Val MRR:0.41466, ice0003_2
2023-05-21 09:31:37,831 - ice0003_2 - [INFO] - [E:309| 100]: Train Loss:0.0016003, Val MRR:0.41466, ice0003_2
2023-05-21 09:33:20,995 - ice0003_2 - [INFO] - [E:309| 200]: Train Loss:0.0016021, Val MRR:0.41466, ice0003_2
2023-05-21 09:34:59,869 - ice0003_2 - [INFO] - [E:309| 300]: Train Loss:0.0016026, Val MRR:0.41466, ice0003_2
2023-05-21 09:36:35,199 - ice0003_2 - [INFO] - [E:309| 400]: Train Loss:0.001603, Val MRR:0.41466, ice0003_2
2023-05-21 09:38:17,202 - ice0003_2 - [INFO] - [E:309| 500]: Train Loss:0.0016034, Val MRR:0.41466, ice0003_2
2023-05-21 09:39:59,827 - ice0003_2 - [INFO] - [E:309| 600]: Train Loss:0.001604, Val MRR:0.41466, ice0003_2
2023-05-21 09:41:41,758 - ice0003_2 - [INFO] - [E:309| 700]: Train Loss:0.0016045, Val MRR:0.41466, ice0003_2
2023-05-21 09:43:24,164 - ice0003_2 - [INFO] - [E:309| 800]: Train Loss:0.0016049, Val MRR:0.41466, ice0003_2
2023-05-21 09:44:57,442 - ice0003_2 - [INFO] - [E:309| 900]: Train Loss:0.001605, Val MRR:0.41466, ice0003_2
2023-05-21 09:46:09,874 - ice0003_2 - [INFO] - [Epoch:309]: Training Loss:0.001605
2023-05-21 09:46:10,272 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2
2023-05-21 09:46:33,953 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2
2023-05-21 09:46:56,886 - ice0003_2 - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.43456, Head : 0.39163, Avg : 0.4131
MR: Tail : 644.44, Head : 628.43, Avg : 636.43
Hit-1: Tail : 0.33681, Head : 0.29409, Avg : 0.31545
Hit-3: Tail : 0.4872, Head : 0.43901, Avg : 0.4631
Hit-10: Tail : 0.61719, Head : 0.5809, Avg : 0.59904
2023-05-21 09:46:56,886 - ice0003_2 - [INFO] - [Epoch 309]: Training Loss: 0.0016051, Valid MRR: 0.41466,
2023-05-21 09:46:58,046 - ice0003_2 - [INFO] - [E:310| 0]: Train Loss:0.0016285, Val MRR:0.41466, ice0003_2
2023-05-21 09:48:40,852 - ice0003_2 - [INFO] - [E:310| 100]: Train Loss:0.0016003, Val MRR:0.41466, ice0003_2
2023-05-21 09:50:22,281 - ice0003_2 - [INFO] - [E:310| 200]: Train Loss:0.0016005, Val MRR:0.41466, ice0003_2
Reference in New Issue Copy Permalink