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data/model_inat_2017_Sphere2Vec-sphereM_inception_v3_0.0001_32_0.0100000_1_1024.log ADDED
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1
+ 2024-05-29 15:58:11,712 - INFO -
2
+ num_classes 5089
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+ 2024-05-29 15:58:11,712 - INFO - num train 569465
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+ 2024-05-29 15:58:11,712 - INFO - num val 93622
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+ 2024-05-29 15:58:11,712 - INFO - train loss full_loss
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+ 2024-05-29 15:58:11,712 - INFO - model name ../models/sphere2vec_sphereM/model_inat_2017_Sphere2Vec-sphereM_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
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+ 2024-05-29 15:58:11,712 - INFO - num users 17302
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+ 2024-05-29 15:58:12,141 - INFO - Cannot load model since it not exist - ../models/sphere2vec_sphereM/model_inat_2017_Sphere2Vec-sphereM_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
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+ 2024-05-29 15:58:12,141 - INFO -
10
+ Epoch 0
11
+ 2024-05-29 15:59:30,964 - INFO - [51200/569465] Loss : 2.1245
12
+ 2024-05-29 16:00:48,635 - INFO - [102400/569465] Loss : 2.0375
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+ 2024-05-29 16:02:01,448 - INFO - [153600/569465] Loss : 1.9587
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+ 2024-05-29 16:03:13,483 - INFO - [204800/569465] Loss : 1.8766
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+ 2024-05-29 16:04:30,286 - INFO - [256000/569465] Loss : 1.8015
16
+ 2024-05-29 16:04:47,432 - INFO - [268288/569465] Loss : 1.7863
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+ 2024-05-29 16:07:07,592 - INFO - Test loss : 0.8194
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+ 2024-05-29 16:07:07,592 - INFO -
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+ Epoch 1
20
+ 2024-05-29 16:08:26,374 - INFO - [51200/569465] Loss : 1.3991
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+ 2024-05-29 16:09:41,934 - INFO - [102400/569465] Loss : 1.3734
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+ 2024-05-29 16:10:59,044 - INFO - [153600/569465] Loss : 1.3474
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+ 2024-05-29 16:12:15,767 - INFO - [204800/569465] Loss : 1.3220
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+ 2024-05-29 16:13:33,023 - INFO - [256000/569465] Loss : 1.2975
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+ 2024-05-29 16:13:50,392 - INFO - [268288/569465] Loss : 1.2920
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+ 2024-05-29 16:16:09,222 - INFO - Test loss : 0.7300
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+ 2024-05-29 16:16:09,222 - INFO -
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+ Epoch 2
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+ 2024-05-29 16:17:27,493 - INFO - [51200/569465] Loss : 1.1352
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+ 2024-05-29 16:18:44,860 - INFO - [102400/569465] Loss : 1.1168
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+ 2024-05-29 16:20:01,512 - INFO - [153600/569465] Loss : 1.0988
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+ 2024-05-29 16:21:18,496 - INFO - [204800/569465] Loss : 1.0832
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+ 2024-05-29 16:22:31,821 - INFO - [256000/569465] Loss : 1.0677
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+ 2024-05-29 16:22:46,261 - INFO - [268288/569465] Loss : 1.0642
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+ 2024-05-29 16:25:06,214 - INFO - Test loss : 0.5973
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+ 2024-05-29 16:25:06,215 - INFO -
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+ Epoch 3
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+ 2024-05-29 16:26:24,564 - INFO - [51200/569465] Loss : 0.9683
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+ 2024-05-29 16:27:41,676 - INFO - [102400/569465] Loss : 0.9599
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+ 2024-05-29 16:28:58,284 - INFO - [153600/569465] Loss : 0.9514
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+ 2024-05-29 16:30:14,779 - INFO - [204800/569465] Loss : 0.9419
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+ 2024-05-29 16:31:32,241 - INFO - [256000/569465] Loss : 0.9330
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+ 2024-05-29 16:31:49,710 - INFO - [268288/569465] Loss : 0.9306
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+ 2024-05-29 16:34:09,279 - INFO - Test loss : 0.5165
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+ 2024-05-29 16:34:09,279 - INFO -
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+ Epoch 4
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+ 2024-05-29 16:35:28,427 - INFO - [51200/569465] Loss : 0.8775
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+ 2024-05-29 16:36:45,736 - INFO - [102400/569465] Loss : 0.8699
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+ 2024-05-29 16:38:02,800 - INFO - [153600/569465] Loss : 0.8637
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+ 2024-05-29 16:39:19,601 - INFO - [204800/569465] Loss : 0.8577
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+ 2024-05-29 16:40:36,696 - INFO - [256000/569465] Loss : 0.8527
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+ 2024-05-29 16:40:54,035 - INFO - [268288/569465] Loss : 0.8514
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+ 2024-05-29 16:43:13,629 - INFO - Test loss : 0.4686
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+ 2024-05-29 16:43:13,630 - INFO -
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+ Epoch 5
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+ 2024-05-29 16:44:32,475 - INFO - [51200/569465] Loss : 0.8124
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+ 2024-05-29 16:45:49,617 - INFO - [102400/569465] Loss : 0.8083
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+ 2024-05-29 16:47:06,500 - INFO - [153600/569465] Loss : 0.8055
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+ 2024-05-29 16:48:24,725 - INFO - [204800/569465] Loss : 0.8014
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+ 2024-05-29 16:49:39,763 - INFO - [256000/569465] Loss : 0.7977
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+ 2024-05-29 16:49:56,915 - INFO - [268288/569465] Loss : 0.7968
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+ 2024-05-29 16:52:14,391 - INFO - Test loss : 0.4426
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+ 2024-05-29 16:52:14,391 - INFO -
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+ Epoch 6
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+ 2024-05-29 16:53:33,172 - INFO - [51200/569465] Loss : 0.7661
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+ 2024-05-29 16:54:50,191 - INFO - [102400/569465] Loss : 0.7659
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+ 2024-05-29 16:56:07,235 - INFO - [153600/569465] Loss : 0.7632
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+ 2024-05-29 16:57:24,621 - INFO - [204800/569465] Loss : 0.7596
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+ 2024-05-29 16:58:41,167 - INFO - [256000/569465] Loss : 0.7571
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+ 2024-05-29 16:58:57,571 - INFO - [268288/569465] Loss : 0.7567
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+ 2024-05-29 17:01:17,304 - INFO - Test loss : 0.4279
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+ 2024-05-29 17:01:17,304 - INFO -
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+ Epoch 7
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+ 2024-05-29 17:02:36,182 - INFO - [51200/569465] Loss : 0.7362
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+ 2024-05-29 17:03:53,165 - INFO - [102400/569465] Loss : 0.7316
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+ 2024-05-29 17:05:10,704 - INFO - [153600/569465] Loss : 0.7299
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+ 2024-05-29 17:06:26,597 - INFO - [204800/569465] Loss : 0.7288
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+ 2024-05-29 17:07:43,778 - INFO - [256000/569465] Loss : 0.7272
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+ 2024-05-29 17:08:00,999 - INFO - [268288/569465] Loss : 0.7266
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+ 2024-05-29 17:10:20,837 - INFO - Test loss : 0.4212
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+ 2024-05-29 17:10:20,837 - INFO -
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+ Epoch 8
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+ 2024-05-29 17:11:39,763 - INFO - [51200/569465] Loss : 0.7060
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+ 2024-05-29 17:12:56,854 - INFO - [102400/569465] Loss : 0.7055
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+ 2024-05-29 17:14:11,954 - INFO - [153600/569465] Loss : 0.7051
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+ 2024-05-29 17:15:29,027 - INFO - [204800/569465] Loss : 0.7036
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+ 2024-05-29 17:16:46,118 - INFO - [256000/569465] Loss : 0.7019
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+ 2024-05-29 17:17:03,782 - INFO - [268288/569465] Loss : 0.7018
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+ 2024-05-29 17:19:23,913 - INFO - Test loss : 0.4179
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+ 2024-05-29 17:19:23,913 - INFO -
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+ Epoch 9
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+ 2024-05-29 17:20:41,928 - INFO - [51200/569465] Loss : 0.6865
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+ 2024-05-29 17:21:56,898 - INFO - [102400/569465] Loss : 0.6848
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+ 2024-05-29 17:23:13,654 - INFO - [153600/569465] Loss : 0.6833
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+ 2024-05-29 17:24:30,775 - INFO - [204800/569465] Loss : 0.6816
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+ 2024-05-29 17:25:47,856 - INFO - [256000/569465] Loss : 0.6803
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+ 2024-05-29 17:26:05,169 - INFO - [268288/569465] Loss : 0.6799
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+ 2024-05-29 17:28:25,060 - INFO - Test loss : 0.4201
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+ 2024-05-29 17:28:25,060 - INFO -
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+ Epoch 10
101
+ 2024-05-29 17:29:43,622 - INFO - [51200/569465] Loss : 0.6655
102
+ 2024-05-29 17:31:00,760 - INFO - [102400/569465] Loss : 0.6666
103
+ 2024-05-29 17:32:17,809 - INFO - [153600/569465] Loss : 0.6650
104
+ 2024-05-29 17:33:34,827 - INFO - [204800/569465] Loss : 0.6632
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+ 2024-05-29 17:34:52,062 - INFO - [256000/569465] Loss : 0.6627
106
+ 2024-05-29 17:35:09,605 - INFO - [268288/569465] Loss : 0.6625
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+ 2024-05-29 17:37:26,956 - INFO - Test loss : 0.4212
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+ 2024-05-29 17:37:26,956 - INFO -
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+ Epoch 11
110
+ 2024-05-29 17:38:38,912 - INFO - [51200/569465] Loss : 0.6480
111
+ 2024-05-29 17:39:56,507 - INFO - [102400/569465] Loss : 0.6482
112
+ 2024-05-29 17:41:14,177 - INFO - [153600/569465] Loss : 0.6477
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+ 2024-05-29 17:42:30,986 - INFO - [204800/569465] Loss : 0.6471
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+ 2024-05-29 17:43:47,852 - INFO - [256000/569465] Loss : 0.6468
115
+ 2024-05-29 17:44:04,909 - INFO - [268288/569465] Loss : 0.6467
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+ 2024-05-29 17:46:25,122 - INFO - Test loss : 0.4271
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+ 2024-05-29 17:46:25,122 - INFO -
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+ Epoch 12
119
+ 2024-05-29 17:47:43,873 - INFO - [51200/569465] Loss : 0.6337
120
+ 2024-05-29 17:49:01,112 - INFO - [102400/569465] Loss : 0.6341
121
+ 2024-05-29 17:50:18,416 - INFO - [153600/569465] Loss : 0.6346
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+ 2024-05-29 17:51:35,211 - INFO - [204800/569465] Loss : 0.6345
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+ 2024-05-29 17:52:50,451 - INFO - [256000/569465] Loss : 0.6339
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+ 2024-05-29 17:53:06,808 - INFO - [268288/569465] Loss : 0.6335
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+ 2024-05-29 17:55:25,313 - INFO - Test loss : 0.4337
126
+ 2024-05-29 17:55:25,313 - INFO -
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+ Epoch 13
128
+ 2024-05-29 17:56:44,125 - INFO - [51200/569465] Loss : 0.6213
129
+ 2024-05-29 17:58:01,230 - INFO - [102400/569465] Loss : 0.6221
130
+ 2024-05-29 17:59:18,409 - INFO - [153600/569465] Loss : 0.6214
131
+ 2024-05-29 18:00:35,661 - INFO - [204800/569465] Loss : 0.6211
132
+ 2024-05-29 18:01:52,105 - INFO - [256000/569465] Loss : 0.6205
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+ 2024-05-29 18:02:08,764 - INFO - [268288/569465] Loss : 0.6205
134
+ 2024-05-29 18:04:27,356 - INFO - Test loss : 0.4396
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+ 2024-05-29 18:04:27,356 - INFO -
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+ Epoch 14
137
+ 2024-05-29 18:05:45,783 - INFO - [51200/569465] Loss : 0.6149
138
+ 2024-05-29 18:07:02,958 - INFO - [102400/569465] Loss : 0.6135
139
+ 2024-05-29 18:08:20,312 - INFO - [153600/569465] Loss : 0.6136
140
+ 2024-05-29 18:09:37,224 - INFO - [204800/569465] Loss : 0.6118
141
+ 2024-05-29 18:10:53,973 - INFO - [256000/569465] Loss : 0.6110
142
+ 2024-05-29 18:11:10,708 - INFO - [268288/569465] Loss : 0.6109
143
+ 2024-05-29 18:13:28,792 - INFO - Test loss : 0.4458
144
+ 2024-05-29 18:13:28,793 - INFO -
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+ Epoch 15
146
+ 2024-05-29 18:14:35,418 - INFO - [51200/569465] Loss : 0.6029
147
+ 2024-05-29 18:15:39,282 - INFO - [102400/569465] Loss : 0.6019
148
+ 2024-05-29 18:16:43,552 - INFO - [153600/569465] Loss : 0.6009
149
+ 2024-05-29 18:17:47,690 - INFO - [204800/569465] Loss : 0.6000
150
+ 2024-05-29 18:18:51,671 - INFO - [256000/569465] Loss : 0.5997
151
+ 2024-05-29 18:19:06,067 - INFO - [268288/569465] Loss : 0.5994
152
+ 2024-05-29 18:21:02,027 - INFO - Test loss : 0.4525
153
+ 2024-05-29 18:21:02,027 - INFO -
154
+ Epoch 16
155
+ 2024-05-29 18:22:06,202 - INFO - [51200/569465] Loss : 0.5915
156
+ 2024-05-29 18:23:10,299 - INFO - [102400/569465] Loss : 0.5918
157
+ 2024-05-29 18:24:14,472 - INFO - [153600/569465] Loss : 0.5912
158
+ 2024-05-29 18:25:18,654 - INFO - [204800/569465] Loss : 0.5906
159
+ 2024-05-29 18:26:22,419 - INFO - [256000/569465] Loss : 0.5897
160
+ 2024-05-29 18:26:36,789 - INFO - [268288/569465] Loss : 0.5894
161
+ 2024-05-29 18:28:32,460 - INFO - Test loss : 0.4652
162
+ 2024-05-29 18:28:32,460 - INFO -
163
+ Epoch 17
164
+ 2024-05-29 18:29:37,591 - INFO - [51200/569465] Loss : 0.5829
165
+ 2024-05-29 18:30:41,380 - INFO - [102400/569465] Loss : 0.5831
166
+ 2024-05-29 18:31:45,479 - INFO - [153600/569465] Loss : 0.5830
167
+ 2024-05-29 18:32:49,353 - INFO - [204800/569465] Loss : 0.5821
168
+ 2024-05-29 18:33:52,820 - INFO - [256000/569465] Loss : 0.5817
169
+ 2024-05-29 18:34:06,972 - INFO - [268288/569465] Loss : 0.5817
170
+ 2024-05-29 18:36:02,411 - INFO - Test loss : 0.4738
171
+ 2024-05-29 18:36:02,411 - INFO -
172
+ Epoch 18
173
+ 2024-05-29 18:37:07,581 - INFO - [51200/569465] Loss : 0.5758
174
+ 2024-05-29 18:38:11,537 - INFO - [102400/569465] Loss : 0.5758
175
+ 2024-05-29 18:39:15,565 - INFO - [153600/569465] Loss : 0.5751
176
+ 2024-05-29 18:40:19,981 - INFO - [204800/569465] Loss : 0.5744
177
+ 2024-05-29 18:41:23,801 - INFO - [256000/569465] Loss : 0.5737
178
+ 2024-05-29 18:41:38,166 - INFO - [268288/569465] Loss : 0.5738
179
+ 2024-05-29 18:43:34,266 - INFO - Test loss : 0.4831
180
+ 2024-05-29 18:43:34,266 - INFO -
181
+ Epoch 19
182
+ 2024-05-29 18:44:39,859 - INFO - [51200/569465] Loss : 0.5673
183
+ 2024-05-29 18:45:43,764 - INFO - [102400/569465] Loss : 0.5661
184
+ 2024-05-29 18:46:40,463 - INFO - [153600/569465] Loss : 0.5666
185
+ 2024-05-29 18:47:42,098 - INFO - [204800/569465] Loss : 0.5665
186
+ 2024-05-29 18:48:45,507 - INFO - [256000/569465] Loss : 0.5664
187
+ 2024-05-29 18:49:00,018 - INFO - [268288/569465] Loss : 0.5663
188
+ 2024-05-29 18:50:55,371 - INFO - Test loss : 0.4931
189
+ 2024-05-29 18:50:55,372 - INFO -
190
+ Epoch 20
191
+ 2024-05-29 18:52:00,348 - INFO - [51200/569465] Loss : 0.5598
192
+ 2024-05-29 18:53:03,959 - INFO - [102400/569465] Loss : 0.5589
193
+ 2024-05-29 18:54:07,550 - INFO - [153600/569465] Loss : 0.5582
194
+ 2024-05-29 18:55:09,767 - INFO - [204800/569465] Loss : 0.5576
195
+ 2024-05-29 18:56:13,657 - INFO - [256000/569465] Loss : 0.5581
196
+ 2024-05-29 18:56:28,006 - INFO - [268288/569465] Loss : 0.5584
197
+ 2024-05-29 18:58:22,984 - INFO - Test loss : 0.5028
198
+ 2024-05-29 18:58:22,984 - INFO -
199
+ Epoch 21
200
+ 2024-05-29 18:59:28,191 - INFO - [51200/569465] Loss : 0.5514
201
+ 2024-05-29 19:00:31,662 - INFO - [102400/569465] Loss : 0.5520
202
+ 2024-05-29 19:01:33,621 - INFO - [153600/569465] Loss : 0.5516
203
+ 2024-05-29 19:02:37,331 - INFO - [204800/569465] Loss : 0.5518
204
+ 2024-05-29 19:03:41,124 - INFO - [256000/569465] Loss : 0.5523
205
+ 2024-05-29 19:03:55,565 - INFO - [268288/569465] Loss : 0.5523
206
+ 2024-05-29 19:05:51,629 - INFO - Test loss : 0.5130
207
+ 2024-05-29 19:05:51,629 - INFO -
208
+ Epoch 22
209
+ 2024-05-29 19:06:56,849 - INFO - [51200/569465] Loss : 0.5486
210
+ 2024-05-29 19:08:01,539 - INFO - [102400/569465] Loss : 0.5475
211
+ 2024-05-29 19:09:05,667 - INFO - [153600/569465] Loss : 0.5468
212
+ 2024-05-29 19:10:09,475 - INFO - [204800/569465] Loss : 0.5461
213
+ 2024-05-29 19:11:14,070 - INFO - [256000/569465] Loss : 0.5461
214
+ 2024-05-29 19:11:28,639 - INFO - [268288/569465] Loss : 0.5461
215
+ 2024-05-29 19:13:24,474 - INFO - Test loss : 0.5267
216
+ 2024-05-29 19:13:24,474 - INFO -
217
+ Epoch 23
218
+ 2024-05-29 19:14:30,524 - INFO - [51200/569465] Loss : 0.5413
219
+ 2024-05-29 19:15:34,534 - INFO - [102400/569465] Loss : 0.5414
220
+ 2024-05-29 19:16:38,839 - INFO - [153600/569465] Loss : 0.5406
221
+ 2024-05-29 19:17:43,088 - INFO - [204800/569465] Loss : 0.5408
222
+ 2024-05-29 19:18:47,023 - INFO - [256000/569465] Loss : 0.5408
223
+ 2024-05-29 19:19:01,309 - INFO - [268288/569465] Loss : 0.5409
224
+ 2024-05-29 19:20:57,448 - INFO - Test loss : 0.5346
225
+ 2024-05-29 19:20:57,448 - INFO -
226
+ Epoch 24
227
+ 2024-05-29 19:22:03,429 - INFO - [51200/569465] Loss : 0.5361
228
+ 2024-05-29 19:23:09,225 - INFO - [102400/569465] Loss : 0.5354
229
+ 2024-05-29 19:24:13,876 - INFO - [153600/569465] Loss : 0.5354
230
+ 2024-05-29 19:25:17,949 - INFO - [204800/569465] Loss : 0.5359
231
+ 2024-05-29 19:26:22,344 - INFO - [256000/569465] Loss : 0.5358
232
+ 2024-05-29 19:26:36,691 - INFO - [268288/569465] Loss : 0.5355
233
+ 2024-05-29 19:28:32,940 - INFO - Test loss : 0.5472
234
+ 2024-05-29 19:28:32,940 - INFO -
235
+ Epoch 25
236
+ 2024-05-29 19:29:38,560 - INFO - [51200/569465] Loss : 0.5300
237
+ 2024-05-29 19:30:42,624 - INFO - [102400/569465] Loss : 0.5312
238
+ 2024-05-29 19:31:46,701 - INFO - [153600/569465] Loss : 0.5309
239
+ 2024-05-29 19:32:50,553 - INFO - [204800/569465] Loss : 0.5310
240
+ 2024-05-29 19:33:54,429 - INFO - [256000/569465] Loss : 0.5308
241
+ 2024-05-29 19:34:08,552 - INFO - [268288/569465] Loss : 0.5307
242
+ 2024-05-29 19:36:04,170 - INFO - Test loss : 0.5548
243
+ 2024-05-29 19:36:04,170 - INFO -
244
+ Epoch 26
245
+ 2024-05-29 19:37:09,118 - INFO - [51200/569465] Loss : 0.5286
246
+ 2024-05-29 19:38:14,408 - INFO - [102400/569465] Loss : 0.5260
247
+ 2024-05-29 19:39:19,404 - INFO - [153600/569465] Loss : 0.5249
248
+ 2024-05-29 19:40:22,855 - INFO - [204800/569465] Loss : 0.5250
249
+ 2024-05-29 19:41:26,068 - INFO - [256000/569465] Loss : 0.5251
250
+ 2024-05-29 19:41:40,145 - INFO - [268288/569465] Loss : 0.5250
251
+ 2024-05-29 19:43:36,159 - INFO - Test loss : 0.5682
252
+ 2024-05-29 19:43:36,159 - INFO -
253
+ Epoch 27
254
+ 2024-05-29 19:44:41,387 - INFO - [51200/569465] Loss : 0.5221
255
+ 2024-05-29 19:45:45,633 - INFO - [102400/569465] Loss : 0.5211
256
+ 2024-05-29 19:46:49,113 - INFO - [153600/569465] Loss : 0.5210
257
+ 2024-05-29 19:47:53,301 - INFO - [204800/569465] Loss : 0.5211
258
+ 2024-05-29 19:48:53,596 - INFO - [256000/569465] Loss : 0.5205
259
+ 2024-05-29 19:49:04,947 - INFO - [268288/569465] Loss : 0.5205
260
+ 2024-05-29 19:50:57,896 - INFO - Test loss : 0.5820
261
+ 2024-05-29 19:50:57,896 - INFO -
262
+ Epoch 28
263
+ 2024-05-29 19:52:03,961 - INFO - [51200/569465] Loss : 0.5177
264
+ 2024-05-29 19:53:09,530 - INFO - [102400/569465] Loss : 0.5175
265
+ 2024-05-29 19:54:14,685 - INFO - [153600/569465] Loss : 0.5177
266
+ 2024-05-29 19:55:19,095 - INFO - [204800/569465] Loss : 0.5174
267
+ 2024-05-29 19:56:23,085 - INFO - [256000/569465] Loss : 0.5172
268
+ 2024-05-29 19:56:37,233 - INFO - [268288/569465] Loss : 0.5170
269
+ 2024-05-29 19:58:33,359 - INFO - Test loss : 0.5885
270
+ 2024-05-29 19:58:33,360 - INFO -
271
+ Epoch 29
272
+ 2024-05-29 19:59:38,989 - INFO - [51200/569465] Loss : 0.5150
273
+ 2024-05-29 20:00:42,884 - INFO - [102400/569465] Loss : 0.5126
274
+ 2024-05-29 20:01:46,715 - INFO - [153600/569465] Loss : 0.5121
275
+ 2024-05-29 20:02:50,421 - INFO - [204800/569465] Loss : 0.5118
276
+ 2024-05-29 20:03:54,066 - INFO - [256000/569465] Loss : 0.5120
277
+ 2024-05-29 20:04:08,573 - INFO - [268288/569465] Loss : 0.5118
278
+ 2024-05-29 20:06:04,312 - INFO - Test loss : 0.6045
279
+ 2024-05-29 20:06:04,312 - INFO -
280
+ Epoch 30
281
+ 2024-05-29 20:07:10,538 - INFO - [51200/569465] Loss : 0.5099
282
+ 2024-05-29 20:08:15,523 - INFO - [102400/569465] Loss : 0.5098
283
+ 2024-05-29 20:09:20,440 - INFO - [153600/569465] Loss : 0.5085
284
+ 2024-05-29 20:10:24,585 - INFO - [204800/569465] Loss : 0.5082
285
+ 2024-05-29 20:11:28,507 - INFO - [256000/569465] Loss : 0.5081
286
+ 2024-05-29 20:11:43,124 - INFO - [268288/569465] Loss : 0.5079
287
+ 2024-05-29 20:13:39,261 - INFO - Test loss : 0.6157
288
+ 2024-05-29 20:13:39,261 - INFO -
289
+ Epoch 31
290
+ 2024-05-29 20:14:44,405 - INFO - [51200/569465] Loss : 0.5055
291
+ 2024-05-29 20:15:48,544 - INFO - [102400/569465] Loss : 0.5062
292
+ 2024-05-29 20:16:52,469 - INFO - [153600/569465] Loss : 0.5054
293
+ 2024-05-29 20:17:56,080 - INFO - [204800/569465] Loss : 0.5048
294
+ 2024-05-29 20:19:00,208 - INFO - [256000/569465] Loss : 0.5041
295
+ 2024-05-29 20:19:14,450 - INFO - [268288/569465] Loss : 0.5040
296
+ 2024-05-29 20:21:08,820 - INFO - Test loss : 0.6238
297
+ 2024-05-29 20:21:08,820 - INFO -
298
+ Epoch 32
299
+ 2024-05-29 20:22:14,341 - INFO - [51200/569465] Loss : 0.4998
300
+ 2024-05-29 20:23:18,910 - INFO - [102400/569465] Loss : 0.4993
301
+ 2024-05-29 20:24:24,180 - INFO - [153600/569465] Loss : 0.4999
302
+ 2024-05-29 20:25:27,819 - INFO - [204800/569465] Loss : 0.5003
303
+ 2024-05-29 20:26:31,689 - INFO - [256000/569465] Loss : 0.5006
304
+ 2024-05-29 20:26:45,884 - INFO - [268288/569465] Loss : 0.5005
305
+ 2024-05-29 20:28:42,052 - INFO - Test loss : 0.6334
306
+ 2024-05-29 20:28:42,052 - INFO -
307
+ Epoch 33
308
+ 2024-05-29 20:29:47,799 - INFO - [51200/569465] Loss : 0.4977
309
+ 2024-05-29 20:30:51,890 - INFO - [102400/569465] Loss : 0.4980
310
+ 2024-05-29 20:31:55,935 - INFO - [153600/569465] Loss : 0.4975
311
+ 2024-05-29 20:32:59,680 - INFO - [204800/569465] Loss : 0.4974
312
+ 2024-05-29 20:34:03,493 - INFO - [256000/569465] Loss : 0.4976
313
+ 2024-05-29 20:34:17,646 - INFO - [268288/569465] Loss : 0.4977
314
+ 2024-05-29 20:36:13,713 - INFO - Test loss : 0.6454
315
+ 2024-05-29 20:36:13,715 - INFO -
316
+ Epoch 34
317
+ 2024-05-29 20:37:15,656 - INFO - [51200/569465] Loss : 0.4928
318
+ 2024-05-29 20:38:17,499 - INFO - [102400/569465] Loss : 0.4925
319
+ 2024-05-29 20:39:21,794 - INFO - [153600/569465] Loss : 0.4936
320
+ 2024-05-29 20:40:25,412 - INFO - [204800/569465] Loss : 0.4934
321
+ 2024-05-29 20:41:28,997 - INFO - [256000/569465] Loss : 0.4935
322
+ 2024-05-29 20:41:43,510 - INFO - [268288/569465] Loss : 0.4935
323
+ 2024-05-29 20:43:38,942 - INFO - Test loss : 0.6575
324
+ 2024-05-29 20:43:38,943 - INFO -
325
+ Epoch 35
326
+ 2024-05-29 20:44:43,603 - INFO - [51200/569465] Loss : 0.4902
327
+ 2024-05-29 20:45:47,345 - INFO - [102400/569465] Loss : 0.4901
328
+ 2024-05-29 20:46:51,185 - INFO - [153600/569465] Loss : 0.4909
329
+ 2024-05-29 20:47:55,147 - INFO - [204800/569465] Loss : 0.4906
330
+ 2024-05-29 20:48:59,225 - INFO - [256000/569465] Loss : 0.4907
331
+ 2024-05-29 20:49:13,861 - INFO - [268288/569465] Loss : 0.4907
332
+ 2024-05-29 20:51:06,325 - INFO - Test loss : 0.6679
333
+ 2024-05-29 20:51:06,325 - INFO -
334
+ Epoch 36
335
+ 2024-05-29 20:52:05,533 - INFO - [51200/569465] Loss : 0.4903
336
+ 2024-05-29 20:53:09,389 - INFO - [102400/569465] Loss : 0.4892
337
+ 2024-05-29 20:54:13,665 - INFO - [153600/569465] Loss : 0.4884
338
+ 2024-05-29 20:55:17,235 - INFO - [204800/569465] Loss : 0.4883
339
+ 2024-05-29 20:56:21,054 - INFO - [256000/569465] Loss : 0.4876
340
+ 2024-05-29 20:56:35,270 - INFO - [268288/569465] Loss : 0.4876
341
+ 2024-05-29 20:58:30,735 - INFO - Test loss : 0.6805
342
+ 2024-05-29 20:58:30,735 - INFO -
343
+ Epoch 37
344
+ 2024-05-29 20:59:37,321 - INFO - [51200/569465] Loss : 0.4862
345
+ 2024-05-29 21:00:38,355 - INFO - [102400/569465] Loss : 0.4865
346
+ 2024-05-29 21:01:42,416 - INFO - [153600/569465] Loss : 0.4857
347
+ 2024-05-29 21:02:46,319 - INFO - [204800/569465] Loss : 0.4855
348
+ 2024-05-29 21:03:49,811 - INFO - [256000/569465] Loss : 0.4857
349
+ 2024-05-29 21:04:04,027 - INFO - [268288/569465] Loss : 0.4856
350
+ 2024-05-29 21:05:59,296 - INFO - Test loss : 0.6882
351
+ 2024-05-29 21:05:59,297 - INFO -
352
+ Epoch 38
353
+ 2024-05-29 21:07:04,452 - INFO - [51200/569465] Loss : 0.4822
354
+ 2024-05-29 21:08:07,961 - INFO - [102400/569465] Loss : 0.4816
355
+ 2024-05-29 21:09:11,779 - INFO - [153600/569465] Loss : 0.4820
356
+ 2024-05-29 21:10:16,827 - INFO - [204800/569465] Loss : 0.4821
357
+ 2024-05-29 21:11:20,372 - INFO - [256000/569465] Loss : 0.4825
358
+ 2024-05-29 21:11:34,733 - INFO - [268288/569465] Loss : 0.4823
359
+ 2024-05-29 21:13:30,179 - INFO - Test loss : 0.6979
360
+ 2024-05-29 21:13:30,179 - INFO -
361
+ Epoch 39
362
+ 2024-05-29 21:14:35,569 - INFO - [51200/569465] Loss : 0.4809
363
+ 2024-05-29 21:15:39,647 - INFO - [102400/569465] Loss : 0.4801
364
+ 2024-05-29 21:16:43,341 - INFO - [153600/569465] Loss : 0.4804
365
+ 2024-05-29 21:17:47,696 - INFO - [204800/569465] Loss : 0.4799
366
+ 2024-05-29 21:18:51,620 - INFO - [256000/569465] Loss : 0.4796
367
+ 2024-05-29 21:19:05,670 - INFO - [268288/569465] Loss : 0.4796
368
+ 2024-05-29 21:21:02,236 - INFO - Test loss : 0.7099
369
+ 2024-05-29 21:21:02,236 - INFO -
370
+ Epoch 40
371
+ 2024-05-29 21:22:08,600 - INFO - [51200/569465] Loss : 0.4785
372
+ 2024-05-29 21:23:12,878 - INFO - [102400/569465] Loss : 0.4783
373
+ 2024-05-29 21:24:17,200 - INFO - [153600/569465] Loss : 0.4784
374
+ 2024-05-29 21:25:22,726 - INFO - [204800/569465] Loss : 0.4782
375
+ 2024-05-29 21:26:26,729 - INFO - [256000/569465] Loss : 0.4781
376
+ 2024-05-29 21:26:41,103 - INFO - [268288/569465] Loss : 0.4777
377
+ 2024-05-29 21:28:38,018 - INFO - Test loss : 0.7199
378
+ 2024-05-29 21:28:38,018 - INFO -
379
+ Epoch 41
380
+ 2024-05-29 21:29:43,677 - INFO - [51200/569465] Loss : 0.4742
381
+ 2024-05-29 21:30:48,030 - INFO - [102400/569465] Loss : 0.4745
382
+ 2024-05-29 21:31:52,323 - INFO - [153600/569465] Loss : 0.4745
383
+ 2024-05-29 21:32:56,827 - INFO - [204800/569465] Loss : 0.4747
384
+ 2024-05-29 21:34:00,881 - INFO - [256000/569465] Loss : 0.4750
385
+ 2024-05-29 21:34:15,262 - INFO - [268288/569465] Loss : 0.4749
386
+ 2024-05-29 21:36:11,075 - INFO - Test loss : 0.7313
387
+ 2024-05-29 21:36:11,076 - INFO -
388
+ Epoch 42
389
+ 2024-05-29 21:37:16,805 - INFO - [51200/569465] Loss : 0.4740
390
+ 2024-05-29 21:38:21,058 - INFO - [102400/569465] Loss : 0.4744
391
+ 2024-05-29 21:39:27,912 - INFO - [153600/569465] Loss : 0.4731
392
+ 2024-05-29 21:40:30,036 - INFO - [204800/569465] Loss : 0.4729
393
+ 2024-05-29 21:41:34,139 - INFO - [256000/569465] Loss : 0.4730
394
+ 2024-05-29 21:41:48,459 - INFO - [268288/569465] Loss : 0.4729
395
+ 2024-05-29 21:43:44,735 - INFO - Test loss : 0.7427
396
+ 2024-05-29 21:43:44,736 - INFO -
397
+ Epoch 43
398
+ 2024-05-29 21:44:49,853 - INFO - [51200/569465] Loss : 0.4713
399
+ 2024-05-29 21:45:54,241 - INFO - [102400/569465] Loss : 0.4719
400
+ 2024-05-29 21:46:58,664 - INFO - [153600/569465] Loss : 0.4715
401
+ 2024-05-29 21:48:02,756 - INFO - [204800/569465] Loss : 0.4720
402
+ 2024-05-29 21:49:06,723 - INFO - [256000/569465] Loss : 0.4713
403
+ 2024-05-29 21:49:20,956 - INFO - [268288/569465] Loss : 0.4711
404
+ 2024-05-29 21:51:17,226 - INFO - Test loss : 0.7503
405
+ 2024-05-29 21:51:17,226 - INFO -
406
+ Epoch 44
407
+ 2024-05-29 21:52:22,203 - INFO - [51200/569465] Loss : 0.4681
408
+ 2024-05-29 21:53:23,848 - INFO - [102400/569465] Loss : 0.4675
409
+ 2024-05-29 21:54:20,120 - INFO - [153600/569465] Loss : 0.4672
410
+ 2024-05-29 21:55:23,950 - INFO - [204800/569465] Loss : 0.4676
411
+ 2024-05-29 21:56:27,539 - INFO - [256000/569465] Loss : 0.4680
412
+ 2024-05-29 21:56:41,829 - INFO - [268288/569465] Loss : 0.4680
413
+ 2024-05-29 21:58:36,805 - INFO - Test loss : 0.7602
414
+ 2024-05-29 21:58:36,805 - INFO -
415
+ Epoch 45
416
+ 2024-05-29 21:59:41,726 - INFO - [51200/569465] Loss : 0.4652
417
+ 2024-05-29 22:00:45,293 - INFO - [102400/569465] Loss : 0.4667
418
+ 2024-05-29 22:01:48,878 - INFO - [153600/569465] Loss : 0.4659
419
+ 2024-05-29 22:02:52,607 - INFO - [204800/569465] Loss : 0.4660
420
+ 2024-05-29 22:03:55,827 - INFO - [256000/569465] Loss : 0.4662
421
+ 2024-05-29 22:04:10,019 - INFO - [268288/569465] Loss : 0.4662
422
+ 2024-05-29 22:06:04,971 - INFO - Test loss : 0.7709
423
+ 2024-05-29 22:06:04,971 - INFO -
424
+ Epoch 46
425
+ 2024-05-29 22:07:09,834 - INFO - [51200/569465] Loss : 0.4649
426
+ 2024-05-29 22:08:13,386 - INFO - [102400/569465] Loss : 0.4648
427
+ 2024-05-29 22:09:16,781 - INFO - [153600/569465] Loss : 0.4650
428
+ 2024-05-29 22:10:20,760 - INFO - [204800/569465] Loss : 0.4647
429
+ 2024-05-29 22:11:24,484 - INFO - [256000/569465] Loss : 0.4645
430
+ 2024-05-29 22:11:38,817 - INFO - [268288/569465] Loss : 0.4643
431
+ 2024-05-29 22:13:34,526 - INFO - Test loss : 0.7819
432
+ 2024-05-29 22:13:34,526 - INFO -
433
+ Epoch 47
434
+ 2024-05-29 22:14:39,653 - INFO - [51200/569465] Loss : 0.4639
435
+ 2024-05-29 22:15:43,010 - INFO - [102400/569465] Loss : 0.4625
436
+ 2024-05-29 22:16:46,693 - INFO - [153600/569465] Loss : 0.4623
437
+ 2024-05-29 22:17:50,564 - INFO - [204800/569465] Loss : 0.4624
438
+ 2024-05-29 22:18:55,546 - INFO - [256000/569465] Loss : 0.4623
439
+ 2024-05-29 22:19:07,845 - INFO - [268288/569465] Loss : 0.4623
440
+ 2024-05-29 22:21:03,113 - INFO - Test loss : 0.7881
441
+ 2024-05-29 22:21:03,113 - INFO -
442
+ Epoch 48
443
+ 2024-05-29 22:22:08,101 - INFO - [51200/569465] Loss : 0.4619
444
+ 2024-05-29 22:23:11,467 - INFO - [102400/569465] Loss : 0.4604
445
+ 2024-05-29 22:24:15,146 - INFO - [153600/569465] Loss : 0.4604
446
+ 2024-05-29 22:25:18,807 - INFO - [204800/569465] Loss : 0.4604
447
+ 2024-05-29 22:26:22,597 - INFO - [256000/569465] Loss : 0.4604
448
+ 2024-05-29 22:26:36,950 - INFO - [268288/569465] Loss : 0.4604
449
+ 2024-05-29 22:28:30,690 - INFO - Test loss : 0.8021
450
+ 2024-05-29 22:28:30,690 - INFO -
451
+ Epoch 49
452
+ 2024-05-29 22:29:35,521 - INFO - [51200/569465] Loss : 0.4596
453
+ 2024-05-29 22:30:39,044 - INFO - [102400/569465] Loss : 0.4589
454
+ 2024-05-29 22:31:42,619 - INFO - [153600/569465] Loss : 0.4594
455
+ 2024-05-29 22:32:46,543 - INFO - [204800/569465] Loss : 0.4590
456
+ 2024-05-29 22:33:50,236 - INFO - [256000/569465] Loss : 0.4593
457
+ 2024-05-29 22:34:04,593 - INFO - [268288/569465] Loss : 0.4592
458
+ 2024-05-29 22:35:59,615 - INFO - Test loss : 0.8076
459
+ 2024-05-29 22:35:59,615 - INFO -
460
+ Epoch 50
461
+ 2024-05-29 22:37:04,362 - INFO - [51200/569465] Loss : 0.4571
462
+ 2024-05-29 22:38:07,896 - INFO - [102400/569465] Loss : 0.4566
463
+ 2024-05-29 22:39:11,500 - INFO - [153600/569465] Loss : 0.4567
464
+ 2024-05-29 22:40:15,317 - INFO - [204800/569465] Loss : 0.4569
465
+ 2024-05-29 22:41:19,384 - INFO - [256000/569465] Loss : 0.4567
466
+ 2024-05-29 22:41:33,643 - INFO - [268288/569465] Loss : 0.4568
467
+ 2024-05-29 22:43:28,901 - INFO - Test loss : 0.8216
468
+ 2024-05-29 22:43:28,902 - INFO -
469
+ Epoch 51
470
+ 2024-05-29 22:44:33,851 - INFO - [51200/569465] Loss : 0.4552
471
+ 2024-05-29 22:45:37,415 - INFO - [102400/569465] Loss : 0.4569
472
+ 2024-05-29 22:46:41,081 - INFO - [153600/569465] Loss : 0.4564
473
+ 2024-05-29 22:47:44,675 - INFO - [204800/569465] Loss : 0.4558
474
+ 2024-05-29 22:48:48,334 - INFO - [256000/569465] Loss : 0.4558
475
+ 2024-05-29 22:49:02,736 - INFO - [268288/569465] Loss : 0.4557
476
+ 2024-05-29 22:50:58,156 - INFO - Test loss : 0.8298
477
+ 2024-05-29 22:50:58,156 - INFO -
478
+ Epoch 52
479
+ 2024-05-29 22:52:02,938 - INFO - [51200/569465] Loss : 0.4515
480
+ 2024-05-29 22:53:06,630 - INFO - [102400/569465] Loss : 0.4522
481
+ 2024-05-29 22:54:10,700 - INFO - [153600/569465] Loss : 0.4533
482
+ 2024-05-29 22:55:14,433 - INFO - [204800/569465] Loss : 0.4533
483
+ 2024-05-29 22:56:09,350 - INFO - [256000/569465] Loss : 0.4531
484
+ 2024-05-29 22:56:20,654 - INFO - [268288/569465] Loss : 0.4533
485
+ 2024-05-29 22:58:14,751 - INFO - Test loss : 0.8360
486
+ 2024-05-29 22:58:14,751 - INFO -
487
+ Epoch 53
488
+ 2024-05-29 22:59:19,703 - INFO - [51200/569465] Loss : 0.4521
489
+ 2024-05-29 23:00:23,470 - INFO - [102400/569465] Loss : 0.4520
490
+ 2024-05-29 23:01:27,474 - INFO - [153600/569465] Loss : 0.4524
491
+ 2024-05-29 23:02:31,082 - INFO - [204800/569465] Loss : 0.4523
492
+ 2024-05-29 23:03:34,796 - INFO - [256000/569465] Loss : 0.4522
493
+ 2024-05-29 23:03:49,141 - INFO - [268288/569465] Loss : 0.4520
494
+ 2024-05-29 23:05:44,530 - INFO - Test loss : 0.8454
495
+ 2024-05-29 23:05:44,530 - INFO -
496
+ Epoch 54
497
+ 2024-05-29 23:06:49,420 - INFO - [51200/569465] Loss : 0.4508
498
+ 2024-05-29 23:07:52,815 - INFO - [102400/569465] Loss : 0.4503
499
+ 2024-05-29 23:08:55,538 - INFO - [153600/569465] Loss : 0.4507
500
+ 2024-05-29 23:09:56,860 - INFO - [204800/569465] Loss : 0.4506
501
+ 2024-05-29 23:11:00,461 - INFO - [256000/569465] Loss : 0.4504
502
+ 2024-05-29 23:11:14,948 - INFO - [268288/569465] Loss : 0.4507
503
+ 2024-05-29 23:13:10,290 - INFO - Test loss : 0.8526
504
+ 2024-05-29 23:13:10,291 - INFO -
505
+ Epoch 55
506
+ 2024-05-29 23:14:15,165 - INFO - [51200/569465] Loss : 0.4492
507
+ 2024-05-29 23:15:18,873 - INFO - [102400/569465] Loss : 0.4480
508
+ 2024-05-29 23:16:22,452 - INFO - [153600/569465] Loss : 0.4486
509
+ 2024-05-29 23:17:25,848 - INFO - [204800/569465] Loss : 0.4483
510
+ 2024-05-29 23:18:29,650 - INFO - [256000/569465] Loss : 0.4484
511
+ 2024-05-29 23:18:43,899 - INFO - [268288/569465] Loss : 0.4485
512
+ 2024-05-29 23:20:38,799 - INFO - Test loss : 0.8624
513
+ 2024-05-29 23:20:38,799 - INFO -
514
+ Epoch 56
515
+ 2024-05-29 23:21:43,535 - INFO - [51200/569465] Loss : 0.4469
516
+ 2024-05-29 23:22:47,289 - INFO - [102400/569465] Loss : 0.4477
517
+ 2024-05-29 23:23:51,048 - INFO - [153600/569465] Loss : 0.4479
518
+ 2024-05-29 23:24:55,071 - INFO - [204800/569465] Loss : 0.4477
519
+ 2024-05-29 23:25:58,669 - INFO - [256000/569465] Loss : 0.4479
520
+ 2024-05-29 23:26:13,040 - INFO - [268288/569465] Loss : 0.4481
521
+ 2024-05-29 23:28:07,981 - INFO - Test loss : 0.8695
522
+ 2024-05-29 23:28:07,983 - INFO -
523
+ Epoch 57
524
+ 2024-05-29 23:29:12,749 - INFO - [51200/569465] Loss : 0.4452
525
+ 2024-05-29 23:30:15,757 - INFO - [102400/569465] Loss : 0.4463
526
+ 2024-05-29 23:31:19,300 - INFO - [153600/569465] Loss : 0.4464
527
+ 2024-05-29 23:32:22,791 - INFO - [204800/569465] Loss : 0.4460
528
+ 2024-05-29 23:33:26,725 - INFO - [256000/569465] Loss : 0.4460
529
+ 2024-05-29 23:33:40,942 - INFO - [268288/569465] Loss : 0.4458
530
+ 2024-05-29 23:35:37,245 - INFO - Test loss : 0.8820
531
+ 2024-05-29 23:35:37,245 - INFO -
532
+ Epoch 58
533
+ 2024-05-29 23:36:38,301 - INFO - [51200/569465] Loss : 0.4466
534
+ 2024-05-29 23:37:40,155 - INFO - [102400/569465] Loss : 0.4458
535
+ 2024-05-29 23:38:43,621 - INFO - [153600/569465] Loss : 0.4462
536
+ 2024-05-29 23:39:47,525 - INFO - [204800/569465] Loss : 0.4458
537
+ 2024-05-29 23:40:51,968 - INFO - [256000/569465] Loss : 0.4456
538
+ 2024-05-29 23:41:06,291 - INFO - [268288/569465] Loss : 0.4455
539
+ 2024-05-29 23:42:58,238 - INFO - Test loss : 0.8891
540
+ 2024-05-29 23:42:58,238 - INFO -
541
+ Epoch 59
542
+ 2024-05-29 23:44:01,071 - INFO - [51200/569465] Loss : 0.4455
543
+ 2024-05-29 23:45:04,728 - INFO - [102400/569465] Loss : 0.4436
544
+ 2024-05-29 23:46:07,610 - INFO - [153600/569465] Loss : 0.4441
545
+ 2024-05-29 23:47:11,248 - INFO - [204800/569465] Loss : 0.4438
546
+ 2024-05-29 23:48:15,623 - INFO - [256000/569465] Loss : 0.4438
547
+ 2024-05-29 23:48:30,033 - INFO - [268288/569465] Loss : 0.4440
548
+ 2024-05-29 23:50:24,547 - INFO - Test loss : 0.8949
549
+ 2024-05-29 23:50:24,547 - INFO -
550
+ Epoch 60
551
+ 2024-05-29 23:51:29,034 - INFO - [51200/569465] Loss : 0.4436
552
+ 2024-05-29 23:52:31,056 - INFO - [102400/569465] Loss : 0.4436
553
+ 2024-05-29 23:53:28,922 - INFO - [153600/569465] Loss : 0.4429
554
+ 2024-05-29 23:54:21,451 - INFO - [204800/569465] Loss : 0.4424
555
+ 2024-05-29 23:55:14,867 - INFO - [256000/569465] Loss : 0.4422
556
+ 2024-05-29 23:55:28,922 - INFO - [268288/569465] Loss : 0.4422
557
+ 2024-05-29 23:57:22,395 - INFO - Test loss : 0.9017
558
+ 2024-05-29 23:57:22,395 - INFO -
559
+ Epoch 61
560
+ 2024-05-29 23:58:26,181 - INFO - [51200/569465] Loss : 0.4417
561
+ 2024-05-29 23:59:28,939 - INFO - [102400/569465] Loss : 0.4416
562
+ 2024-05-30 00:00:32,070 - INFO - [153600/569465] Loss : 0.4415
563
+ 2024-05-30 00:01:35,282 - INFO - [204800/569465] Loss : 0.4407
564
+ 2024-05-30 00:02:34,378 - INFO - [256000/569465] Loss : 0.4412
565
+ 2024-05-30 00:02:46,914 - INFO - [268288/569465] Loss : 0.4414
566
+ 2024-05-30 00:04:35,480 - INFO - Test loss : 0.9093
567
+ 2024-05-30 00:04:35,480 - INFO -
568
+ Epoch 62
569
+ 2024-05-30 00:05:39,506 - INFO - [51200/569465] Loss : 0.4376
570
+ 2024-05-30 00:06:41,996 - INFO - [102400/569465] Loss : 0.4387
571
+ 2024-05-30 00:07:43,464 - INFO - [153600/569465] Loss : 0.4384
572
+ 2024-05-30 00:08:44,721 - INFO - [204800/569465] Loss : 0.4391
573
+ 2024-05-30 00:09:44,816 - INFO - [256000/569465] Loss : 0.4394
574
+ 2024-05-30 00:09:58,093 - INFO - [268288/569465] Loss : 0.4395
575
+ 2024-05-30 00:11:42,858 - INFO - Test loss : 0.9172
576
+ 2024-05-30 00:11:42,858 - INFO -
577
+ Epoch 63
578
+ 2024-05-30 00:12:41,947 - INFO - [51200/569465] Loss : 0.4380
579
+ 2024-05-30 00:13:38,800 - INFO - [102400/569465] Loss : 0.4390
580
+ 2024-05-30 00:14:28,646 - INFO - [153600/569465] Loss : 0.4387
581
+ 2024-05-30 00:15:17,932 - INFO - [204800/569465] Loss : 0.4390
582
+ 2024-05-30 00:16:04,649 - INFO - [256000/569465] Loss : 0.4391
583
+ 2024-05-30 00:16:15,668 - INFO - [268288/569465] Loss : 0.4391
584
+ 2024-05-30 00:17:41,734 - INFO - Test loss : 0.9289
585
+ 2024-05-30 00:17:41,734 - INFO -
586
+ Epoch 64
587
+ 2024-05-30 00:18:31,390 - INFO - [51200/569465] Loss : 0.4394
588
+ 2024-05-30 00:19:20,437 - INFO - [102400/569465] Loss : 0.4383
589
+ 2024-05-30 00:20:06,596 - INFO - [153600/569465] Loss : 0.4376
590
+ 2024-05-30 00:20:53,981 - INFO - [204800/569465] Loss : 0.4377
591
+ 2024-05-30 00:21:43,717 - INFO - [256000/569465] Loss : 0.4380
592
+ 2024-05-30 00:21:54,964 - INFO - [268288/569465] Loss : 0.4378
593
+ 2024-05-30 00:23:24,781 - INFO - Test loss : 0.9337
594
+ 2024-05-30 00:23:24,781 - INFO -
595
+ Epoch 65
596
+ 2024-05-30 00:24:15,594 - INFO - [51200/569465] Loss : 0.4357
597
+ 2024-05-30 00:25:05,241 - INFO - [102400/569465] Loss : 0.4351
598
+ 2024-05-30 00:25:54,956 - INFO - [153600/569465] Loss : 0.4355
599
+ 2024-05-30 00:26:44,617 - INFO - [204800/569465] Loss : 0.4360
600
+ 2024-05-30 00:27:34,337 - INFO - [256000/569465] Loss : 0.4366
601
+ 2024-05-30 00:27:45,583 - INFO - [268288/569465] Loss : 0.4365
602
+ 2024-05-30 00:29:15,707 - INFO - Test loss : 0.9389
603
+ 2024-05-30 00:29:15,707 - INFO -
604
+ Epoch 66
605
+ 2024-05-30 00:30:06,368 - INFO - [51200/569465] Loss : 0.4355
606
+ 2024-05-30 00:30:56,172 - INFO - [102400/569465] Loss : 0.4361
607
+ 2024-05-30 00:31:45,912 - INFO - [153600/569465] Loss : 0.4365
608
+ 2024-05-30 00:32:35,581 - INFO - [204800/569465] Loss : 0.4362
609
+ 2024-05-30 00:33:25,438 - INFO - [256000/569465] Loss : 0.4359
610
+ 2024-05-30 00:33:36,576 - INFO - [268288/569465] Loss : 0.4359
611
+ 2024-05-30 00:35:06,143 - INFO - Test loss : 0.9463
612
+ 2024-05-30 00:35:06,143 - INFO -
613
+ Epoch 67
614
+ 2024-05-30 00:35:57,071 - INFO - [51200/569465] Loss : 0.4360
615
+ 2024-05-30 00:36:46,914 - INFO - [102400/569465] Loss : 0.4354
616
+ 2024-05-30 00:37:36,574 - INFO - [153600/569465] Loss : 0.4348
617
+ 2024-05-30 00:38:26,283 - INFO - [204800/569465] Loss : 0.4351
618
+ 2024-05-30 00:39:15,943 - INFO - [256000/569465] Loss : 0.4350
619
+ 2024-05-30 00:39:27,120 - INFO - [268288/569465] Loss : 0.4349
620
+ 2024-05-30 00:40:56,912 - INFO - Test loss : 0.9528
621
+ 2024-05-30 00:40:56,912 - INFO -
622
+ Epoch 68
623
+ 2024-05-30 00:41:47,783 - INFO - [51200/569465] Loss : 0.4334
624
+ 2024-05-30 00:42:37,651 - INFO - [102400/569465] Loss : 0.4331
625
+ 2024-05-30 00:43:27,205 - INFO - [153600/569465] Loss : 0.4336
626
+ 2024-05-30 00:44:17,066 - INFO - [204800/569465] Loss : 0.4337
627
+ 2024-05-30 00:45:06,681 - INFO - [256000/569465] Loss : 0.4338
628
+ 2024-05-30 00:45:17,692 - INFO - [268288/569465] Loss : 0.4339
629
+ 2024-05-30 00:46:47,280 - INFO - Test loss : 0.9598
630
+ 2024-05-30 00:46:47,280 - INFO -
631
+ Epoch 69
632
+ 2024-05-30 00:47:37,948 - INFO - [51200/569465] Loss : 0.4341
633
+ 2024-05-30 00:48:27,470 - INFO - [102400/569465] Loss : 0.4329
634
+ 2024-05-30 00:49:17,366 - INFO - [153600/569465] Loss : 0.4329
635
+ 2024-05-30 00:50:07,370 - INFO - [204800/569465] Loss : 0.4329
636
+ 2024-05-30 00:50:57,019 - INFO - [256000/569465] Loss : 0.4329
637
+ 2024-05-30 00:51:08,157 - INFO - [268288/569465] Loss : 0.4326
638
+ 2024-05-30 00:52:37,862 - INFO - Test loss : 0.9671
639
+ 2024-05-30 00:52:37,863 - INFO -
640
+ Epoch 70
641
+ 2024-05-30 00:53:28,614 - INFO - [51200/569465] Loss : 0.4319
642
+ 2024-05-30 00:54:18,362 - INFO - [102400/569465] Loss : 0.4313
643
+ 2024-05-30 00:55:08,342 - INFO - [153600/569465] Loss : 0.4311
644
+ 2024-05-30 00:55:58,169 - INFO - [204800/569465] Loss : 0.4318
645
+ 2024-05-30 00:56:47,912 - INFO - [256000/569465] Loss : 0.4322
646
+ 2024-05-30 00:56:59,110 - INFO - [268288/569465] Loss : 0.4322
647
+ 2024-05-30 00:58:28,779 - INFO - Test loss : 0.9714
648
+ 2024-05-30 00:58:28,779 - INFO -
649
+ Epoch 71
650
+ 2024-05-30 00:59:19,561 - INFO - [51200/569465] Loss : 0.4326
651
+ 2024-05-30 01:00:09,439 - INFO - [102400/569465] Loss : 0.4330
652
+ 2024-05-30 01:00:51,100 - INFO - [153600/569465] Loss : 0.4321
653
+ 2024-05-30 01:01:41,267 - INFO - [204800/569465] Loss : 0.4318
654
+ 2024-05-30 01:02:30,881 - INFO - [256000/569465] Loss : 0.4320
655
+ 2024-05-30 01:02:41,995 - INFO - [268288/569465] Loss : 0.4319
656
+ 2024-05-30 01:04:12,172 - INFO - Test loss : 0.9754
657
+ 2024-05-30 01:04:12,173 - INFO -
658
+ Epoch 72
659
+ 2024-05-30 01:05:03,018 - INFO - [51200/569465] Loss : 0.4311
660
+ 2024-05-30 01:05:52,862 - INFO - [102400/569465] Loss : 0.4309
661
+ 2024-05-30 01:06:42,636 - INFO - [153600/569465] Loss : 0.4302
662
+ 2024-05-30 01:07:32,371 - INFO - [204800/569465] Loss : 0.4303
663
+ 2024-05-30 01:08:21,970 - INFO - [256000/569465] Loss : 0.4301
664
+ 2024-05-30 01:08:33,210 - INFO - [268288/569465] Loss : 0.4299
665
+ 2024-05-30 01:10:02,992 - INFO - Test loss : 0.9887
666
+ 2024-05-30 01:10:02,993 - INFO -
667
+ Epoch 73
668
+ 2024-05-30 01:10:53,707 - INFO - [51200/569465] Loss : 0.4311
669
+ 2024-05-30 01:11:43,447 - INFO - [102400/569465] Loss : 0.4301
670
+ 2024-05-30 01:12:33,442 - INFO - [153600/569465] Loss : 0.4294
671
+ 2024-05-30 01:13:23,117 - INFO - [204800/569465] Loss : 0.4297
672
+ 2024-05-30 01:14:12,725 - INFO - [256000/569465] Loss : 0.4297
673
+ 2024-05-30 01:14:23,881 - INFO - [268288/569465] Loss : 0.4296
674
+ 2024-05-30 01:15:53,641 - INFO - Test loss : 0.9910
675
+ 2024-05-30 01:15:53,641 - INFO -
676
+ Epoch 74
677
+ 2024-05-30 01:16:44,603 - INFO - [51200/569465] Loss : 0.4307
678
+ 2024-05-30 01:17:34,611 - INFO - [102400/569465] Loss : 0.4297
679
+ 2024-05-30 01:18:24,401 - INFO - [153600/569465] Loss : 0.4290
680
+ 2024-05-30 01:19:14,168 - INFO - [204800/569465] Loss : 0.4289
681
+ 2024-05-30 01:20:03,710 - INFO - [256000/569465] Loss : 0.4293
682
+ 2024-05-30 01:20:14,664 - INFO - [268288/569465] Loss : 0.4291
683
+ 2024-05-30 01:21:37,154 - INFO - Test loss : 0.9974
684
+ 2024-05-30 01:21:37,154 - INFO -
685
+ Epoch 75
686
+ 2024-05-30 01:22:28,902 - INFO - [51200/569465] Loss : 0.4268
687
+ 2024-05-30 01:23:20,139 - INFO - [102400/569465] Loss : 0.4271
688
+ 2024-05-30 01:24:10,986 - INFO - [153600/569465] Loss : 0.4276
689
+ 2024-05-30 01:24:50,175 - INFO - [204800/569465] Loss : 0.4278
690
+ 2024-05-30 01:25:25,816 - INFO - [256000/569465] Loss : 0.4281
691
+ 2024-05-30 01:25:33,749 - INFO - [268288/569465] Loss : 0.4280
692
+ 2024-05-30 01:26:38,574 - INFO - Test loss : 1.0022
693
+ 2024-05-30 01:26:38,574 - INFO -
694
+ Epoch 76
695
+ 2024-05-30 01:27:15,475 - INFO - [51200/569465] Loss : 0.4259
696
+ 2024-05-30 01:27:49,670 - INFO - [102400/569465] Loss : 0.4262
697
+ 2024-05-30 01:28:25,476 - INFO - [153600/569465] Loss : 0.4265
698
+ 2024-05-30 01:29:01,383 - INFO - [204800/569465] Loss : 0.4269
699
+ 2024-05-30 01:29:37,201 - INFO - [256000/569465] Loss : 0.4268
700
+ 2024-05-30 01:29:45,093 - INFO - [268288/569465] Loss : 0.4268
701
+ 2024-05-30 01:30:48,946 - INFO - Test loss : 1.0134
702
+ 2024-05-30 01:30:48,946 - INFO -
703
+ Epoch 77
704
+ 2024-05-30 01:31:23,976 - INFO - [51200/569465] Loss : 0.4255
705
+ 2024-05-30 01:31:59,778 - INFO - [102400/569465] Loss : 0.4260
706
+ 2024-05-30 01:32:35,387 - INFO - [153600/569465] Loss : 0.4261
707
+ 2024-05-30 01:33:10,826 - INFO - [204800/569465] Loss : 0.4262
708
+ 2024-05-30 01:33:46,531 - INFO - [256000/569465] Loss : 0.4259
709
+ 2024-05-30 01:33:54,473 - INFO - [268288/569465] Loss : 0.4260
710
+ 2024-05-30 01:34:58,440 - INFO - Test loss : 1.0179
711
+ 2024-05-30 01:34:58,441 - INFO -
712
+ Epoch 78
713
+ 2024-05-30 01:35:35,446 - INFO - [51200/569465] Loss : 0.4267
714
+ 2024-05-30 01:36:10,085 - INFO - [102400/569465] Loss : 0.4257
715
+ 2024-05-30 01:36:46,050 - INFO - [153600/569465] Loss : 0.4251
716
+ 2024-05-30 01:37:21,784 - INFO - [204800/569465] Loss : 0.4256
717
+ 2024-05-30 01:37:57,380 - INFO - [256000/569465] Loss : 0.4254
718
+ 2024-05-30 01:38:05,556 - INFO - [268288/569465] Loss : 0.4255
719
+ 2024-05-30 01:39:09,917 - INFO - Test loss : 1.0230
720
+ 2024-05-30 01:39:09,917 - INFO -
721
+ Epoch 79
722
+ 2024-05-30 01:39:47,104 - INFO - [51200/569465] Loss : 0.4233
723
+ 2024-05-30 01:40:22,236 - INFO - [102400/569465] Loss : 0.4240
724
+ 2024-05-30 01:40:58,138 - INFO - [153600/569465] Loss : 0.4249
725
+ 2024-05-30 01:41:33,901 - INFO - [204800/569465] Loss : 0.4248
726
+ 2024-05-30 01:42:09,561 - INFO - [256000/569465] Loss : 0.4251
727
+ 2024-05-30 01:42:17,606 - INFO - [268288/569465] Loss : 0.4251
728
+ 2024-05-30 01:43:22,259 - INFO - Test loss : 1.0270
729
+ 2024-05-30 01:43:22,259 - INFO -
730
+ Epoch 80
731
+ 2024-05-30 01:43:57,370 - INFO - [51200/569465] Loss : 0.4250
732
+ 2024-05-30 01:44:32,249 - INFO - [102400/569465] Loss : 0.4244
733
+ 2024-05-30 01:45:07,635 - INFO - [153600/569465] Loss : 0.4247
734
+ 2024-05-30 01:45:43,337 - INFO - [204800/569465] Loss : 0.4247
735
+ 2024-05-30 01:46:18,979 - INFO - [256000/569465] Loss : 0.4247
736
+ 2024-05-30 01:46:26,988 - INFO - [268288/569465] Loss : 0.4248
737
+ 2024-05-30 01:47:30,567 - INFO - Test loss : 1.0337
738
+ 2024-05-30 01:47:30,567 - INFO -
739
+ Epoch 81
740
+ 2024-05-30 01:48:07,393 - INFO - [51200/569465] Loss : 0.4212
741
+ 2024-05-30 01:48:31,792 - INFO - [102400/569465] Loss : 0.4225
742
+ 2024-05-30 01:49:01,267 - INFO - [153600/569465] Loss : 0.4235
743
+ 2024-05-30 01:49:36,653 - INFO - [204800/569465] Loss : 0.4237
744
+ 2024-05-30 01:50:10,559 - INFO - [256000/569465] Loss : 0.4238
745
+ 2024-05-30 01:50:18,431 - INFO - [268288/569465] Loss : 0.4237
746
+ 2024-05-30 01:51:23,476 - INFO - Test loss : 1.0369
747
+ 2024-05-30 01:51:23,477 - INFO -
748
+ Epoch 82
749
+ 2024-05-30 01:52:00,380 - INFO - [51200/569465] Loss : 0.4228
750
+ 2024-05-30 01:52:36,382 - INFO - [102400/569465] Loss : 0.4227
751
+ 2024-05-30 01:53:12,362 - INFO - [153600/569465] Loss : 0.4230
752
+ 2024-05-30 01:53:47,970 - INFO - [204800/569465] Loss : 0.4232
753
+ 2024-05-30 01:54:23,682 - INFO - [256000/569465] Loss : 0.4230
754
+ 2024-05-30 01:54:31,547 - INFO - [268288/569465] Loss : 0.4229
755
+ 2024-05-30 01:55:35,304 - INFO - Test loss : 1.0441
756
+ 2024-05-30 01:55:35,305 - INFO -
757
+ Epoch 83
758
+ 2024-05-30 01:56:11,640 - INFO - [51200/569465] Loss : 0.4219
759
+ 2024-05-30 01:56:47,301 - INFO - [102400/569465] Loss : 0.4221
760
+ 2024-05-30 01:57:23,357 - INFO - [153600/569465] Loss : 0.4221
761
+ 2024-05-30 01:57:59,065 - INFO - [204800/569465] Loss : 0.4223
762
+ 2024-05-30 01:58:34,763 - INFO - [256000/569465] Loss : 0.4220
763
+ 2024-05-30 01:58:42,873 - INFO - [268288/569465] Loss : 0.4220
764
+ 2024-05-30 01:59:46,651 - INFO - Test loss : 1.0456
765
+ 2024-05-30 01:59:46,651 - INFO -
766
+ Epoch 84
767
+ 2024-05-30 02:00:23,294 - INFO - [51200/569465] Loss : 0.4212
768
+ 2024-05-30 02:00:59,035 - INFO - [102400/569465] Loss : 0.4202
769
+ 2024-05-30 02:01:35,135 - INFO - [153600/569465] Loss : 0.4212
770
+ 2024-05-30 02:02:10,953 - INFO - [204800/569465] Loss : 0.4216
771
+ 2024-05-30 02:02:46,404 - INFO - [256000/569465] Loss : 0.4218
772
+ 2024-05-30 02:02:54,205 - INFO - [268288/569465] Loss : 0.4217
773
+ 2024-05-30 02:03:58,357 - INFO - Test loss : 1.0546
774
+ 2024-05-30 02:03:58,357 - INFO -
775
+ Epoch 85
776
+ 2024-05-30 02:04:35,004 - INFO - [51200/569465] Loss : 0.4216
777
+ 2024-05-30 02:05:10,226 - INFO - [102400/569465] Loss : 0.4220
778
+ 2024-05-30 02:05:45,631 - INFO - [153600/569465] Loss : 0.4214
779
+ 2024-05-30 02:06:20,848 - INFO - [204800/569465] Loss : 0.4212
780
+ 2024-05-30 02:06:56,430 - INFO - [256000/569465] Loss : 0.4211
781
+ 2024-05-30 02:07:04,469 - INFO - [268288/569465] Loss : 0.4210
782
+ 2024-05-30 02:08:08,917 - INFO - Test loss : 1.0561
783
+ 2024-05-30 02:08:08,917 - INFO -
784
+ Epoch 86
785
+ 2024-05-30 02:08:45,370 - INFO - [51200/569465] Loss : 0.4207
786
+ 2024-05-30 02:09:21,062 - INFO - [102400/569465] Loss : 0.4212
787
+ 2024-05-30 02:09:57,003 - INFO - [153600/569465] Loss : 0.4214
788
+ 2024-05-30 02:10:32,790 - INFO - [204800/569465] Loss : 0.4211
789
+ 2024-05-30 02:11:07,920 - INFO - [256000/569465] Loss : 0.4209
790
+ 2024-05-30 02:11:15,914 - INFO - [268288/569465] Loss : 0.4208
791
+ 2024-05-30 02:12:17,575 - INFO - Test loss : 1.0639
792
+ 2024-05-30 02:12:17,576 - INFO -
793
+ Epoch 87
794
+ 2024-05-30 02:12:54,037 - INFO - [51200/569465] Loss : 0.4207
795
+ 2024-05-30 02:13:29,576 - INFO - [102400/569465] Loss : 0.4209
796
+ 2024-05-30 02:14:05,819 - INFO - [153600/569465] Loss : 0.4208
797
+ 2024-05-30 02:14:41,644 - INFO - [204800/569465] Loss : 0.4202
798
+ 2024-05-30 02:15:17,253 - INFO - [256000/569465] Loss : 0.4204
799
+ 2024-05-30 02:15:25,228 - INFO - [268288/569465] Loss : 0.4202
800
+ 2024-05-30 02:16:30,269 - INFO - Test loss : 1.0695
801
+ 2024-05-30 02:16:30,269 - INFO -
802
+ Epoch 88
803
+ 2024-05-30 02:17:06,152 - INFO - [51200/569465] Loss : 0.4201
804
+ 2024-05-30 02:17:41,686 - INFO - [102400/569465] Loss : 0.4194
805
+ 2024-05-30 02:18:17,716 - INFO - [153600/569465] Loss : 0.4184
806
+ 2024-05-30 02:18:51,715 - INFO - [204800/569465] Loss : 0.4189
807
+ 2024-05-30 02:19:27,384 - INFO - [256000/569465] Loss : 0.4192
808
+ 2024-05-30 02:19:35,505 - INFO - [268288/569465] Loss : 0.4193
809
+ 2024-05-30 02:20:38,996 - INFO - Test loss : 1.0716
810
+ 2024-05-30 02:20:38,996 - INFO -
811
+ Epoch 89
812
+ 2024-05-30 02:21:13,693 - INFO - [51200/569465] Loss : 0.4197
813
+ 2024-05-30 02:21:49,212 - INFO - [102400/569465] Loss : 0.4197
814
+ 2024-05-30 02:22:25,144 - INFO - [153600/569465] Loss : 0.4191
815
+ 2024-05-30 02:23:01,160 - INFO - [204800/569465] Loss : 0.4190
816
+ 2024-05-30 02:23:36,842 - INFO - [256000/569465] Loss : 0.4190
817
+ 2024-05-30 02:23:44,758 - INFO - [268288/569465] Loss : 0.4189
818
+ 2024-05-30 02:24:46,759 - INFO - Test loss : 1.0777
819
+ 2024-05-30 02:24:46,759 - INFO -
820
+ Epoch 90
821
+ 2024-05-30 02:25:23,252 - INFO - [51200/569465] Loss : 0.4198
822
+ 2024-05-30 02:25:58,926 - INFO - [102400/569465] Loss : 0.4197
823
+ 2024-05-30 02:26:35,009 - INFO - [153600/569465] Loss : 0.4192
824
+ 2024-05-30 02:27:10,874 - INFO - [204800/569465] Loss : 0.4190
825
+ 2024-05-30 02:27:46,731 - INFO - [256000/569465] Loss : 0.4189
826
+ 2024-05-30 02:27:54,809 - INFO - [268288/569465] Loss : 0.4190
827
+ 2024-05-30 02:28:56,189 - INFO - Test loss : 1.0799
828
+ 2024-05-30 02:28:56,190 - INFO -
829
+ Epoch 91
830
+ 2024-05-30 02:29:32,714 - INFO - [51200/569465] Loss : 0.4171
831
+ 2024-05-30 02:30:08,426 - INFO - [102400/569465] Loss : 0.4181
832
+ 2024-05-30 02:30:43,594 - INFO - [153600/569465] Loss : 0.4177
833
+ 2024-05-30 02:31:09,920 - INFO - [204800/569465] Loss : 0.4175
834
+ 2024-05-30 02:31:36,696 - INFO - [256000/569465] Loss : 0.4175
835
+ 2024-05-30 02:31:44,067 - INFO - [268288/569465] Loss : 0.4174
836
+ 2024-05-30 02:32:48,079 - INFO - Test loss : 1.0852
837
+ 2024-05-30 02:32:48,079 - INFO -
838
+ Epoch 92
839
+ 2024-05-30 02:33:24,368 - INFO - [51200/569465] Loss : 0.4162
840
+ 2024-05-30 02:33:59,941 - INFO - [102400/569465] Loss : 0.4172
841
+ 2024-05-30 02:34:35,684 - INFO - [153600/569465] Loss : 0.4178
842
+ 2024-05-30 02:35:11,354 - INFO - [204800/569465] Loss : 0.4175
843
+ 2024-05-30 02:35:46,953 - INFO - [256000/569465] Loss : 0.4174
844
+ 2024-05-30 02:35:55,115 - INFO - [268288/569465] Loss : 0.4172
845
+ 2024-05-30 02:36:59,856 - INFO - Test loss : 1.0874
846
+ 2024-05-30 02:36:59,856 - INFO -
847
+ Epoch 93
848
+ 2024-05-30 02:37:34,720 - INFO - [51200/569465] Loss : 0.4164
849
+ 2024-05-30 02:38:10,477 - INFO - [102400/569465] Loss : 0.4162
850
+ 2024-05-30 02:38:46,350 - INFO - [153600/569465] Loss : 0.4165
851
+ 2024-05-30 02:39:22,155 - INFO - [204800/569465] Loss : 0.4167
852
+ 2024-05-30 02:39:57,937 - INFO - [256000/569465] Loss : 0.4169
853
+ 2024-05-30 02:40:06,145 - INFO - [268288/569465] Loss : 0.4168
854
+ 2024-05-30 02:41:09,893 - INFO - Test loss : 1.0950
855
+ 2024-05-30 02:41:09,893 - INFO -
856
+ Epoch 94
857
+ 2024-05-30 02:41:46,456 - INFO - [51200/569465] Loss : 0.4164
858
+ 2024-05-30 02:42:22,178 - INFO - [102400/569465] Loss : 0.4169
859
+ 2024-05-30 02:42:57,962 - INFO - [153600/569465] Loss : 0.4166
860
+ 2024-05-30 02:43:33,591 - INFO - [204800/569465] Loss : 0.4165
861
+ 2024-05-30 02:44:09,480 - INFO - [256000/569465] Loss : 0.4166
862
+ 2024-05-30 02:44:17,688 - INFO - [268288/569465] Loss : 0.4168
863
+ 2024-05-30 02:45:22,050 - INFO - Test loss : 1.0935
864
+ 2024-05-30 02:45:22,050 - INFO -
865
+ Epoch 95
866
+ 2024-05-30 02:45:57,958 - INFO - [51200/569465] Loss : 0.4145
867
+ 2024-05-30 02:46:33,716 - INFO - [102400/569465] Loss : 0.4149
868
+ 2024-05-30 02:47:09,172 - INFO - [153600/569465] Loss : 0.4154
869
+ 2024-05-30 02:47:43,845 - INFO - [204800/569465] Loss : 0.4156
870
+ 2024-05-30 02:48:19,690 - INFO - [256000/569465] Loss : 0.4159
871
+ 2024-05-30 02:48:27,961 - INFO - [268288/569465] Loss : 0.4159
872
+ 2024-05-30 02:49:32,626 - INFO - Test loss : 1.0999
873
+ 2024-05-30 02:49:32,626 - INFO -
874
+ Epoch 96
875
+ 2024-05-30 02:50:08,959 - INFO - [51200/569465] Loss : 0.4160
876
+ 2024-05-30 02:50:44,624 - INFO - [102400/569465] Loss : 0.4154
877
+ 2024-05-30 02:51:20,485 - INFO - [153600/569465] Loss : 0.4153
878
+ 2024-05-30 02:51:56,387 - INFO - [204800/569465] Loss : 0.4154
879
+ 2024-05-30 02:52:32,457 - INFO - [256000/569465] Loss : 0.4149
880
+ 2024-05-30 02:52:40,834 - INFO - [268288/569465] Loss : 0.4151
881
+ 2024-05-30 02:53:43,809 - INFO - Test loss : 1.1059
882
+ 2024-05-30 02:53:43,809 - INFO -
883
+ Epoch 97
884
+ 2024-05-30 02:54:20,221 - INFO - [51200/569465] Loss : 0.4159
885
+ 2024-05-30 02:54:55,928 - INFO - [102400/569465] Loss : 0.4153
886
+ 2024-05-30 02:55:31,489 - INFO - [153600/569465] Loss : 0.4151
887
+ 2024-05-30 02:56:06,445 - INFO - [204800/569465] Loss : 0.4159
888
+ 2024-05-30 02:56:42,065 - INFO - [256000/569465] Loss : 0.4160
889
+ 2024-05-30 02:56:50,252 - INFO - [268288/569465] Loss : 0.4160
890
+ 2024-05-30 02:57:54,535 - INFO - Test loss : 1.1070
891
+ 2024-05-30 02:57:54,536 - INFO -
892
+ Epoch 98
893
+ 2024-05-30 02:58:31,057 - INFO - [51200/569465] Loss : 0.4144
894
+ 2024-05-30 02:59:05,669 - INFO - [102400/569465] Loss : 0.4154
895
+ 2024-05-30 02:59:40,065 - INFO - [153600/569465] Loss : 0.4148
896
+ 2024-05-30 03:00:15,629 - INFO - [204800/569465] Loss : 0.4149
897
+ 2024-05-30 03:00:51,659 - INFO - [256000/569465] Loss : 0.4146
898
+ 2024-05-30 03:00:59,929 - INFO - [268288/569465] Loss : 0.4144
899
+ 2024-05-30 03:02:04,519 - INFO - Test loss : 1.1132
900
+ 2024-05-30 03:02:04,519 - INFO -
901
+ Epoch 99
902
+ 2024-05-30 03:02:41,446 - INFO - [51200/569465] Loss : 0.4142
903
+ 2024-05-30 03:03:15,443 - INFO - [102400/569465] Loss : 0.4148
904
+ 2024-05-30 03:03:50,705 - INFO - [153600/569465] Loss : 0.4149
905
+ 2024-05-30 03:04:26,547 - INFO - [204800/569465] Loss : 0.4149
906
+ 2024-05-30 03:05:01,897 - INFO - [256000/569465] Loss : 0.4150
907
+ 2024-05-30 03:05:09,865 - INFO - [268288/569465] Loss : 0.4151
908
+ 2024-05-30 03:06:13,599 - INFO - Test loss : 1.1130
909
+ 2024-05-30 03:06:13,600 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_inat_2017_Sphere2Vec-sphereM_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
910
+ 2024-05-30 03:06:13,676 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_inat_2017_Sphere2Vec-sphereM_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
911
+ 2024-05-30 03:06:13,885 - INFO -
912
+ No prior
913
+ 2024-05-30 03:06:14,483 - INFO - (95986,)
914
+ 2024-05-30 03:06:33,019 - INFO - Split ID: 0
915
+ 2024-05-30 03:06:33,020 - INFO - Top 1 acc (%): 63.27
916
+ 2024-05-30 03:06:33,021 - INFO - Top 3 acc (%): 79.82
917
+ 2024-05-30 03:06:33,021 - INFO - Top 5 acc (%): 84.51
918
+ 2024-05-30 03:06:33,022 - INFO - Top 10 acc (%): 88.99
919
+ 2024-05-30 03:08:04,768 - INFO - Split ID: 0
920
+ 2024-05-30 03:08:04,768 - INFO - Top 1 acc (%): 68.4
921
+ 2024-05-30 03:08:04,768 - INFO - Top 3 acc (%): 82.72
922
+ 2024-05-30 03:08:04,768 - INFO - Top 5 acc (%): 86.62
923
+ 2024-05-30 03:08:04,768 - INFO - Top 10 acc (%): 90.26
924
+ 2024-05-30 03:08:04,819 - INFO -
925
+ Only Sphere2Vec-sphereM
926
+ 2024-05-30 03:08:04,819 - INFO - Model : model_inat_2017_Sphere2Vec-sphereM_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
927
+ 2024-05-30 03:08:08,751 - INFO - (93622,)
928
+ 2024-05-30 03:09:44,434 - INFO - Split ID: 0
929
+ 2024-05-30 03:09:44,474 - INFO - Top 1 LocEnc acc (%): 1.21
930
+ 2024-05-30 03:09:44,477 - INFO - Top 3 LocEnc acc (%): 3.12
931
+ 2024-05-30 03:09:44,480 - INFO - Top 5 LocEnc acc (%): 4.65
932
+ 2024-05-30 03:09:44,483 - INFO - Top 10 LocEnc acc (%): 7.97