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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 16:00:43,206 - INFO -
2
+ num_classes 5089
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+ 2024-05-29 16:00:43,206 - INFO - num train 569465
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+ 2024-05-29 16:00:43,206 - INFO - num val 93622
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+ 2024-05-29 16:00:43,206 - INFO - train loss full_loss
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+ 2024-05-29 16:00:43,206 - INFO - model name ../models/sphere2vec_sphereMplus/model_inat_2017_Sphere2Vec-sphereM+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
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+ 2024-05-29 16:00:43,206 - INFO - num users 17302
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+ 2024-05-29 16:00:43,668 - INFO - Cannot load model since it not exist - ../models/sphere2vec_sphereMplus/model_inat_2017_Sphere2Vec-sphereM+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
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+ 2024-05-29 16:00:43,668 - INFO -
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+ Epoch 0
11
+ 2024-05-29 16:02:39,853 - INFO - [51200/569465] Loss : 2.0761
12
+ 2024-05-29 16:04:33,567 - INFO - [102400/569465] Loss : 1.9097
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+ 2024-05-29 16:06:27,967 - INFO - [153600/569465] Loss : 1.7809
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+ 2024-05-29 16:08:22,272 - INFO - [204800/569465] Loss : 1.7029
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+ 2024-05-29 16:10:16,470 - INFO - [256000/569465] Loss : 1.6496
16
+ 2024-05-29 16:10:42,162 - INFO - [268288/569465] Loss : 1.6397
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+ 2024-05-29 16:14:09,878 - INFO - Test loss : 0.7820
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+ 2024-05-29 16:14:09,879 - INFO -
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+ Epoch 1
20
+ 2024-05-29 16:16:06,132 - INFO - [51200/569465] Loss : 1.3904
21
+ 2024-05-29 16:18:01,443 - INFO - [102400/569465] Loss : 1.3761
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+ 2024-05-29 16:19:54,685 - INFO - [153600/569465] Loss : 1.3608
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+ 2024-05-29 16:21:48,884 - INFO - [204800/569465] Loss : 1.3437
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+ 2024-05-29 16:23:43,044 - INFO - [256000/569465] Loss : 1.3263
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+ 2024-05-29 16:24:08,584 - INFO - [268288/569465] Loss : 1.3224
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+ 2024-05-29 16:27:37,272 - INFO - Test loss : 0.7165
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+ 2024-05-29 16:27:37,272 - INFO -
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+ Epoch 2
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+ 2024-05-29 16:29:32,930 - INFO - [51200/569465] Loss : 1.2082
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+ 2024-05-29 16:31:27,056 - INFO - [102400/569465] Loss : 1.1936
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+ 2024-05-29 16:33:21,489 - INFO - [153600/569465] Loss : 1.1790
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+ 2024-05-29 16:35:15,684 - INFO - [204800/569465] Loss : 1.1668
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+ 2024-05-29 16:37:10,084 - INFO - [256000/569465] Loss : 1.1547
34
+ 2024-05-29 16:37:35,684 - INFO - [268288/569465] Loss : 1.1523
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+ 2024-05-29 16:41:03,361 - INFO - Test loss : 0.6100
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+ 2024-05-29 16:41:03,361 - INFO -
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+ Epoch 3
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+ 2024-05-29 16:42:59,053 - INFO - [51200/569465] Loss : 1.0767
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+ 2024-05-29 16:44:55,697 - INFO - [102400/569465] Loss : 1.0684
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+ 2024-05-29 16:46:50,090 - INFO - [153600/569465] Loss : 1.0606
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+ 2024-05-29 16:48:44,452 - INFO - [204800/569465] Loss : 1.0532
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+ 2024-05-29 16:50:38,903 - INFO - [256000/569465] Loss : 1.0453
43
+ 2024-05-29 16:51:04,477 - INFO - [268288/569465] Loss : 1.0437
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+ 2024-05-29 16:54:31,799 - INFO - Test loss : 0.5393
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+ 2024-05-29 16:54:31,799 - INFO -
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+ Epoch 4
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+ 2024-05-29 16:56:28,482 - INFO - [51200/569465] Loss : 0.9915
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+ 2024-05-29 16:58:22,899 - INFO - [102400/569465] Loss : 0.9857
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+ 2024-05-29 17:00:16,838 - INFO - [153600/569465] Loss : 0.9808
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+ 2024-05-29 17:02:11,153 - INFO - [204800/569465] Loss : 0.9764
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+ 2024-05-29 17:04:05,739 - INFO - [256000/569465] Loss : 0.9707
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+ 2024-05-29 17:04:31,462 - INFO - [268288/569465] Loss : 0.9695
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+ 2024-05-29 17:07:59,523 - INFO - Test loss : 0.4878
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+ 2024-05-29 17:07:59,524 - INFO -
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+ Epoch 5
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+ 2024-05-29 17:09:56,689 - INFO - [51200/569465] Loss : 0.9324
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+ 2024-05-29 17:11:50,963 - INFO - [102400/569465] Loss : 0.9278
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+ 2024-05-29 17:13:44,737 - INFO - [153600/569465] Loss : 0.9249
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+ 2024-05-29 17:15:38,842 - INFO - [204800/569465] Loss : 0.9207
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+ 2024-05-29 17:17:32,914 - INFO - [256000/569465] Loss : 0.9164
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+ 2024-05-29 17:17:58,533 - INFO - [268288/569465] Loss : 0.9158
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+ 2024-05-29 17:21:25,177 - INFO - Test loss : 0.4529
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+ 2024-05-29 17:21:25,177 - INFO -
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+ Epoch 6
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+ 2024-05-29 17:23:21,669 - INFO - [51200/569465] Loss : 0.8875
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+ 2024-05-29 17:25:16,263 - INFO - [102400/569465] Loss : 0.8829
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+ 2024-05-29 17:27:10,263 - INFO - [153600/569465] Loss : 0.8794
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+ 2024-05-29 17:29:03,606 - INFO - [204800/569465] Loss : 0.8768
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+ 2024-05-29 17:30:45,712 - INFO - [256000/569465] Loss : 0.8737
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+ 2024-05-29 17:31:08,352 - INFO - [268288/569465] Loss : 0.8727
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+ 2024-05-29 17:34:14,945 - INFO - Test loss : 0.4365
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+ 2024-05-29 17:34:14,945 - INFO -
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+ Epoch 7
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+ 2024-05-29 17:35:58,453 - INFO - [51200/569465] Loss : 0.8499
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+ 2024-05-29 17:37:40,103 - INFO - [102400/569465] Loss : 0.8477
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+ 2024-05-29 17:39:21,846 - INFO - [153600/569465] Loss : 0.8454
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+ 2024-05-29 17:41:03,542 - INFO - [204800/569465] Loss : 0.8441
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+ 2024-05-29 17:42:45,224 - INFO - [256000/569465] Loss : 0.8412
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+ 2024-05-29 17:43:08,068 - INFO - [268288/569465] Loss : 0.8407
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+ 2024-05-29 17:46:12,786 - INFO - Test loss : 0.4259
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+ 2024-05-29 17:46:12,786 - INFO -
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+ Epoch 8
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+ 2024-05-29 17:47:55,968 - INFO - [51200/569465] Loss : 0.8221
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+ 2024-05-29 17:49:37,806 - INFO - [102400/569465] Loss : 0.8218
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+ 2024-05-29 17:51:19,685 - INFO - [153600/569465] Loss : 0.8193
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+ 2024-05-29 17:53:01,395 - INFO - [204800/569465] Loss : 0.8176
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+ 2024-05-29 17:54:44,674 - INFO - [256000/569465] Loss : 0.8160
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+ 2024-05-29 17:55:07,462 - INFO - [268288/569465] Loss : 0.8155
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+ 2024-05-29 17:58:11,839 - INFO - Test loss : 0.4128
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+ 2024-05-29 17:58:11,839 - INFO -
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+ Epoch 9
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+ 2024-05-29 17:59:55,369 - INFO - [51200/569465] Loss : 0.7976
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+ 2024-05-29 18:01:36,874 - INFO - [102400/569465] Loss : 0.7971
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+ 2024-05-29 18:03:17,619 - INFO - [153600/569465] Loss : 0.7967
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+ 2024-05-29 18:04:59,258 - INFO - [204800/569465] Loss : 0.7949
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+ 2024-05-29 18:06:40,839 - INFO - [256000/569465] Loss : 0.7937
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+ 2024-05-29 18:07:03,719 - INFO - [268288/569465] Loss : 0.7933
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+ 2024-05-29 18:10:08,253 - INFO - Test loss : 0.4120
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+ 2024-05-29 18:10:08,254 - INFO -
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+ Epoch 10
101
+ 2024-05-29 18:11:51,189 - INFO - [51200/569465] Loss : 0.7812
102
+ 2024-05-29 18:13:32,733 - INFO - [102400/569465] Loss : 0.7785
103
+ 2024-05-29 18:15:15,553 - INFO - [153600/569465] Loss : 0.7776
104
+ 2024-05-29 18:16:57,837 - INFO - [204800/569465] Loss : 0.7765
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+ 2024-05-29 18:18:39,780 - INFO - [256000/569465] Loss : 0.7761
106
+ 2024-05-29 18:19:02,584 - INFO - [268288/569465] Loss : 0.7757
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+ 2024-05-29 18:22:06,863 - INFO - Test loss : 0.4082
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+ 2024-05-29 18:22:06,863 - INFO -
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+ Epoch 11
110
+ 2024-05-29 18:23:50,570 - INFO - [51200/569465] Loss : 0.7619
111
+ 2024-05-29 18:25:32,082 - INFO - [102400/569465] Loss : 0.7613
112
+ 2024-05-29 18:27:14,014 - INFO - [153600/569465] Loss : 0.7609
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+ 2024-05-29 18:28:55,776 - INFO - [204800/569465] Loss : 0.7611
114
+ 2024-05-29 18:30:37,493 - INFO - [256000/569465] Loss : 0.7605
115
+ 2024-05-29 18:31:00,341 - INFO - [268288/569465] Loss : 0.7605
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+ 2024-05-29 18:34:05,029 - INFO - Test loss : 0.4018
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+ 2024-05-29 18:34:05,029 - INFO -
118
+ Epoch 12
119
+ 2024-05-29 18:35:48,881 - INFO - [51200/569465] Loss : 0.7482
120
+ 2024-05-29 18:37:32,569 - INFO - [102400/569465] Loss : 0.7495
121
+ 2024-05-29 18:39:14,221 - INFO - [153600/569465] Loss : 0.7474
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+ 2024-05-29 18:40:55,726 - INFO - [204800/569465] Loss : 0.7466
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+ 2024-05-29 18:42:37,564 - INFO - [256000/569465] Loss : 0.7462
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+ 2024-05-29 18:43:00,204 - INFO - [268288/569465] Loss : 0.7462
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+ 2024-05-29 18:46:04,594 - INFO - Test loss : 0.4071
126
+ 2024-05-29 18:46:04,594 - INFO -
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+ Epoch 13
128
+ 2024-05-29 18:47:48,397 - INFO - [51200/569465] Loss : 0.7363
129
+ 2024-05-29 18:49:30,208 - INFO - [102400/569465] Loss : 0.7348
130
+ 2024-05-29 18:51:12,317 - INFO - [153600/569465] Loss : 0.7357
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+ 2024-05-29 18:52:54,064 - INFO - [204800/569465] Loss : 0.7351
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+ 2024-05-29 18:54:35,760 - INFO - [256000/569465] Loss : 0.7339
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+ 2024-05-29 18:54:57,908 - INFO - [268288/569465] Loss : 0.7338
134
+ 2024-05-29 18:58:03,232 - INFO - Test loss : 0.4093
135
+ 2024-05-29 18:58:03,233 - INFO -
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+ Epoch 14
137
+ 2024-05-29 18:59:45,317 - INFO - [51200/569465] Loss : 0.7258
138
+ 2024-05-29 19:01:21,240 - INFO - [102400/569465] Loss : 0.7255
139
+ 2024-05-29 19:03:02,806 - INFO - [153600/569465] Loss : 0.7246
140
+ 2024-05-29 19:04:44,324 - INFO - [204800/569465] Loss : 0.7235
141
+ 2024-05-29 19:06:25,947 - INFO - [256000/569465] Loss : 0.7234
142
+ 2024-05-29 19:06:48,751 - INFO - [268288/569465] Loss : 0.7233
143
+ 2024-05-29 19:09:52,862 - INFO - Test loss : 0.4039
144
+ 2024-05-29 19:09:52,862 - INFO -
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+ Epoch 15
146
+ 2024-05-29 19:11:36,414 - INFO - [51200/569465] Loss : 0.7171
147
+ 2024-05-29 19:13:18,262 - INFO - [102400/569465] Loss : 0.7139
148
+ 2024-05-29 19:15:00,027 - INFO - [153600/569465] Loss : 0.7129
149
+ 2024-05-29 19:16:41,490 - INFO - [204800/569465] Loss : 0.7136
150
+ 2024-05-29 19:18:23,232 - INFO - [256000/569465] Loss : 0.7125
151
+ 2024-05-29 19:18:46,434 - INFO - [268288/569465] Loss : 0.7122
152
+ 2024-05-29 19:21:51,878 - INFO - Test loss : 0.4147
153
+ 2024-05-29 19:21:51,878 - INFO -
154
+ Epoch 16
155
+ 2024-05-29 19:23:35,570 - INFO - [51200/569465] Loss : 0.7084
156
+ 2024-05-29 19:25:17,421 - INFO - [102400/569465] Loss : 0.7062
157
+ 2024-05-29 19:26:58,950 - INFO - [153600/569465] Loss : 0.7049
158
+ 2024-05-29 19:28:40,826 - INFO - [204800/569465] Loss : 0.7041
159
+ 2024-05-29 19:30:22,321 - INFO - [256000/569465] Loss : 0.7039
160
+ 2024-05-29 19:30:45,147 - INFO - [268288/569465] Loss : 0.7038
161
+ 2024-05-29 19:33:49,318 - INFO - Test loss : 0.4118
162
+ 2024-05-29 19:33:49,318 - INFO -
163
+ Epoch 17
164
+ 2024-05-29 19:35:32,999 - INFO - [51200/569465] Loss : 0.7013
165
+ 2024-05-29 19:37:15,064 - INFO - [102400/569465] Loss : 0.6987
166
+ 2024-05-29 19:38:56,381 - INFO - [153600/569465] Loss : 0.6972
167
+ 2024-05-29 19:40:39,130 - INFO - [204800/569465] Loss : 0.6966
168
+ 2024-05-29 19:42:21,344 - INFO - [256000/569465] Loss : 0.6958
169
+ 2024-05-29 19:42:44,116 - INFO - [268288/569465] Loss : 0.6958
170
+ 2024-05-29 19:45:48,597 - INFO - Test loss : 0.4159
171
+ 2024-05-29 19:45:48,597 - INFO -
172
+ Epoch 18
173
+ 2024-05-29 19:47:32,487 - INFO - [51200/569465] Loss : 0.6899
174
+ 2024-05-29 19:49:14,089 - INFO - [102400/569465] Loss : 0.6904
175
+ 2024-05-29 19:50:55,963 - INFO - [153600/569465] Loss : 0.6887
176
+ 2024-05-29 19:52:37,640 - INFO - [204800/569465] Loss : 0.6885
177
+ 2024-05-29 19:54:19,292 - INFO - [256000/569465] Loss : 0.6882
178
+ 2024-05-29 19:54:42,129 - INFO - [268288/569465] Loss : 0.6882
179
+ 2024-05-29 19:57:44,956 - INFO - Test loss : 0.4228
180
+ 2024-05-29 19:57:44,956 - INFO -
181
+ Epoch 19
182
+ 2024-05-29 19:59:25,062 - INFO - [51200/569465] Loss : 0.6818
183
+ 2024-05-29 20:00:54,133 - INFO - [102400/569465] Loss : 0.6803
184
+ 2024-05-29 20:02:24,527 - INFO - [153600/569465] Loss : 0.6801
185
+ 2024-05-29 20:03:53,259 - INFO - [204800/569465] Loss : 0.6806
186
+ 2024-05-29 20:05:21,935 - INFO - [256000/569465] Loss : 0.6805
187
+ 2024-05-29 20:05:41,701 - INFO - [268288/569465] Loss : 0.6802
188
+ 2024-05-29 20:08:21,973 - INFO - Test loss : 0.4310
189
+ 2024-05-29 20:08:21,973 - INFO -
190
+ Epoch 20
191
+ 2024-05-29 20:09:52,703 - INFO - [51200/569465] Loss : 0.6739
192
+ 2024-05-29 20:11:21,449 - INFO - [102400/569465] Loss : 0.6732
193
+ 2024-05-29 20:12:50,283 - INFO - [153600/569465] Loss : 0.6747
194
+ 2024-05-29 20:14:19,090 - INFO - [204800/569465] Loss : 0.6746
195
+ 2024-05-29 20:15:47,659 - INFO - [256000/569465] Loss : 0.6740
196
+ 2024-05-29 20:16:07,445 - INFO - [268288/569465] Loss : 0.6739
197
+ 2024-05-29 20:18:48,190 - INFO - Test loss : 0.4304
198
+ 2024-05-29 20:18:48,190 - INFO -
199
+ Epoch 21
200
+ 2024-05-29 20:20:20,084 - INFO - [51200/569465] Loss : 0.6690
201
+ 2024-05-29 20:21:49,411 - INFO - [102400/569465] Loss : 0.6689
202
+ 2024-05-29 20:23:17,908 - INFO - [153600/569465] Loss : 0.6688
203
+ 2024-05-29 20:24:46,380 - INFO - [204800/569465] Loss : 0.6686
204
+ 2024-05-29 20:26:14,843 - INFO - [256000/569465] Loss : 0.6686
205
+ 2024-05-29 20:26:34,604 - INFO - [268288/569465] Loss : 0.6687
206
+ 2024-05-29 20:29:15,156 - INFO - Test loss : 0.4311
207
+ 2024-05-29 20:29:15,157 - INFO -
208
+ Epoch 22
209
+ 2024-05-29 20:30:45,873 - INFO - [51200/569465] Loss : 0.6637
210
+ 2024-05-29 20:32:14,694 - INFO - [102400/569465] Loss : 0.6636
211
+ 2024-05-29 20:33:43,497 - INFO - [153600/569465] Loss : 0.6641
212
+ 2024-05-29 20:35:12,251 - INFO - [204800/569465] Loss : 0.6637
213
+ 2024-05-29 20:36:41,681 - INFO - [256000/569465] Loss : 0.6638
214
+ 2024-05-29 20:37:02,065 - INFO - [268288/569465] Loss : 0.6636
215
+ 2024-05-29 20:39:40,772 - INFO - Test loss : 0.4354
216
+ 2024-05-29 20:39:40,772 - INFO -
217
+ Epoch 23
218
+ 2024-05-29 20:41:10,759 - INFO - [51200/569465] Loss : 0.6602
219
+ 2024-05-29 20:42:38,880 - INFO - [102400/569465] Loss : 0.6607
220
+ 2024-05-29 20:44:07,236 - INFO - [153600/569465] Loss : 0.6597
221
+ 2024-05-29 20:45:35,497 - INFO - [204800/569465] Loss : 0.6590
222
+ 2024-05-29 20:47:03,617 - INFO - [256000/569465] Loss : 0.6585
223
+ 2024-05-29 20:47:23,197 - INFO - [268288/569465] Loss : 0.6583
224
+ 2024-05-29 20:50:03,147 - INFO - Test loss : 0.4437
225
+ 2024-05-29 20:50:03,147 - INFO -
226
+ Epoch 24
227
+ 2024-05-29 20:51:33,154 - INFO - [51200/569465] Loss : 0.6494
228
+ 2024-05-29 20:53:01,602 - INFO - [102400/569465] Loss : 0.6502
229
+ 2024-05-29 20:54:29,690 - INFO - [153600/569465] Loss : 0.6516
230
+ 2024-05-29 20:55:57,741 - INFO - [204800/569465] Loss : 0.6515
231
+ 2024-05-29 20:57:24,918 - INFO - [256000/569465] Loss : 0.6520
232
+ 2024-05-29 20:57:46,122 - INFO - [268288/569465] Loss : 0.6520
233
+ 2024-05-29 21:00:29,297 - INFO - Test loss : 0.4440
234
+ 2024-05-29 21:00:29,297 - INFO -
235
+ Epoch 25
236
+ 2024-05-29 21:01:59,465 - INFO - [51200/569465] Loss : 0.6504
237
+ 2024-05-29 21:03:27,742 - INFO - [102400/569465] Loss : 0.6489
238
+ 2024-05-29 21:04:56,013 - INFO - [153600/569465] Loss : 0.6490
239
+ 2024-05-29 21:06:24,170 - INFO - [204800/569465] Loss : 0.6488
240
+ 2024-05-29 21:07:52,116 - INFO - [256000/569465] Loss : 0.6484
241
+ 2024-05-29 21:08:11,943 - INFO - [268288/569465] Loss : 0.6484
242
+ 2024-05-29 21:10:52,142 - INFO - Test loss : 0.4527
243
+ 2024-05-29 21:10:52,142 - INFO -
244
+ Epoch 26
245
+ 2024-05-29 21:12:22,524 - INFO - [51200/569465] Loss : 0.6447
246
+ 2024-05-29 21:13:51,099 - INFO - [102400/569465] Loss : 0.6441
247
+ 2024-05-29 21:15:19,253 - INFO - [153600/569465] Loss : 0.6439
248
+ 2024-05-29 21:16:48,544 - INFO - [204800/569465] Loss : 0.6438
249
+ 2024-05-29 21:18:18,826 - INFO - [256000/569465] Loss : 0.6439
250
+ 2024-05-29 21:18:38,565 - INFO - [268288/569465] Loss : 0.6438
251
+ 2024-05-29 21:21:18,929 - INFO - Test loss : 0.4527
252
+ 2024-05-29 21:21:18,929 - INFO -
253
+ Epoch 27
254
+ 2024-05-29 21:22:49,228 - INFO - [51200/569465] Loss : 0.6394
255
+ 2024-05-29 21:24:17,607 - INFO - [102400/569465] Loss : 0.6408
256
+ 2024-05-29 21:25:45,781 - INFO - [153600/569465] Loss : 0.6411
257
+ 2024-05-29 21:27:13,644 - INFO - [204800/569465] Loss : 0.6404
258
+ 2024-05-29 21:28:41,342 - INFO - [256000/569465] Loss : 0.6398
259
+ 2024-05-29 21:29:01,087 - INFO - [268288/569465] Loss : 0.6399
260
+ 2024-05-29 21:31:41,063 - INFO - Test loss : 0.4616
261
+ 2024-05-29 21:31:41,063 - INFO -
262
+ Epoch 28
263
+ 2024-05-29 21:33:11,156 - INFO - [51200/569465] Loss : 0.6372
264
+ 2024-05-29 21:34:39,504 - INFO - [102400/569465] Loss : 0.6387
265
+ 2024-05-29 21:36:11,312 - INFO - [153600/569465] Loss : 0.6381
266
+ 2024-05-29 21:37:39,237 - INFO - [204800/569465] Loss : 0.6374
267
+ 2024-05-29 21:39:07,121 - INFO - [256000/569465] Loss : 0.6373
268
+ 2024-05-29 21:39:26,778 - INFO - [268288/569465] Loss : 0.6373
269
+ 2024-05-29 21:42:06,920 - INFO - Test loss : 0.4605
270
+ 2024-05-29 21:42:06,920 - INFO -
271
+ Epoch 29
272
+ 2024-05-29 21:43:37,140 - INFO - [51200/569465] Loss : 0.6315
273
+ 2024-05-29 21:45:05,508 - INFO - [102400/569465] Loss : 0.6326
274
+ 2024-05-29 21:46:33,793 - INFO - [153600/569465] Loss : 0.6333
275
+ 2024-05-29 21:48:01,559 - INFO - [204800/569465] Loss : 0.6345
276
+ 2024-05-29 21:49:29,448 - INFO - [256000/569465] Loss : 0.6342
277
+ 2024-05-29 21:49:49,173 - INFO - [268288/569465] Loss : 0.6340
278
+ 2024-05-29 21:52:29,067 - INFO - Test loss : 0.4731
279
+ 2024-05-29 21:52:29,067 - INFO -
280
+ Epoch 30
281
+ 2024-05-29 21:53:58,249 - INFO - [51200/569465] Loss : 0.6305
282
+ 2024-05-29 21:55:30,959 - INFO - [102400/569465] Loss : 0.6313
283
+ 2024-05-29 21:56:58,978 - INFO - [153600/569465] Loss : 0.6305
284
+ 2024-05-29 21:58:25,943 - INFO - [204800/569465] Loss : 0.6299
285
+ 2024-05-29 21:59:53,720 - INFO - [256000/569465] Loss : 0.6299
286
+ 2024-05-29 22:00:13,499 - INFO - [268288/569465] Loss : 0.6298
287
+ 2024-05-29 22:02:53,676 - INFO - Test loss : 0.4744
288
+ 2024-05-29 22:02:53,676 - INFO -
289
+ Epoch 31
290
+ 2024-05-29 22:04:23,387 - INFO - [51200/569465] Loss : 0.6270
291
+ 2024-05-29 22:05:51,673 - INFO - [102400/569465] Loss : 0.6275
292
+ 2024-05-29 22:07:19,745 - INFO - [153600/569465] Loss : 0.6272
293
+ 2024-05-29 22:08:47,440 - INFO - [204800/569465] Loss : 0.6269
294
+ 2024-05-29 22:10:15,363 - INFO - [256000/569465] Loss : 0.6265
295
+ 2024-05-29 22:10:35,127 - INFO - [268288/569465] Loss : 0.6268
296
+ 2024-05-29 22:13:16,146 - INFO - Test loss : 0.4744
297
+ 2024-05-29 22:13:16,146 - INFO -
298
+ Epoch 32
299
+ 2024-05-29 22:14:48,732 - INFO - [51200/569465] Loss : 0.6227
300
+ 2024-05-29 22:16:16,881 - INFO - [102400/569465] Loss : 0.6225
301
+ 2024-05-29 22:17:44,929 - INFO - [153600/569465] Loss : 0.6232
302
+ 2024-05-29 22:19:12,605 - INFO - [204800/569465] Loss : 0.6231
303
+ 2024-05-29 22:20:40,462 - INFO - [256000/569465] Loss : 0.6226
304
+ 2024-05-29 22:21:00,167 - INFO - [268288/569465] Loss : 0.6225
305
+ 2024-05-29 22:23:39,655 - INFO - Test loss : 0.4853
306
+ 2024-05-29 22:23:39,655 - INFO -
307
+ Epoch 33
308
+ 2024-05-29 22:25:09,564 - INFO - [51200/569465] Loss : 0.6214
309
+ 2024-05-29 22:26:37,642 - INFO - [102400/569465] Loss : 0.6221
310
+ 2024-05-29 22:28:05,612 - INFO - [153600/569465] Loss : 0.6219
311
+ 2024-05-29 22:29:30,539 - INFO - [204800/569465] Loss : 0.6213
312
+ 2024-05-29 22:30:58,532 - INFO - [256000/569465] Loss : 0.6209
313
+ 2024-05-29 22:31:18,225 - INFO - [268288/569465] Loss : 0.6210
314
+ 2024-05-29 22:34:02,046 - INFO - Test loss : 0.4887
315
+ 2024-05-29 22:34:02,046 - INFO -
316
+ Epoch 34
317
+ 2024-05-29 22:35:32,026 - INFO - [51200/569465] Loss : 0.6177
318
+ 2024-05-29 22:36:59,464 - INFO - [102400/569465] Loss : 0.6171
319
+ 2024-05-29 22:38:27,315 - INFO - [153600/569465] Loss : 0.6178
320
+ 2024-05-29 22:39:55,097 - INFO - [204800/569465] Loss : 0.6177
321
+ 2024-05-29 22:41:23,104 - INFO - [256000/569465] Loss : 0.6175
322
+ 2024-05-29 22:41:42,906 - INFO - [268288/569465] Loss : 0.6173
323
+ 2024-05-29 22:44:22,943 - INFO - Test loss : 0.4989
324
+ 2024-05-29 22:44:22,943 - INFO -
325
+ Epoch 35
326
+ 2024-05-29 22:45:52,842 - INFO - [51200/569465] Loss : 0.6181
327
+ 2024-05-29 22:47:21,072 - INFO - [102400/569465] Loss : 0.6154
328
+ 2024-05-29 22:48:48,965 - INFO - [153600/569465] Loss : 0.6145
329
+ 2024-05-29 22:50:16,608 - INFO - [204800/569465] Loss : 0.6152
330
+ 2024-05-29 22:51:48,006 - INFO - [256000/569465] Loss : 0.6149
331
+ 2024-05-29 22:52:08,119 - INFO - [268288/569465] Loss : 0.6151
332
+ 2024-05-29 22:54:48,150 - INFO - Test loss : 0.4965
333
+ 2024-05-29 22:54:48,150 - INFO -
334
+ Epoch 36
335
+ 2024-05-29 22:56:16,783 - INFO - [51200/569465] Loss : 0.6129
336
+ 2024-05-29 22:57:45,124 - INFO - [102400/569465] Loss : 0.6118
337
+ 2024-05-29 22:59:12,804 - INFO - [153600/569465] Loss : 0.6119
338
+ 2024-05-29 23:00:40,677 - INFO - [204800/569465] Loss : 0.6123
339
+ 2024-05-29 23:02:08,523 - INFO - [256000/569465] Loss : 0.6121
340
+ 2024-05-29 23:02:28,298 - INFO - [268288/569465] Loss : 0.6121
341
+ 2024-05-29 23:05:08,156 - INFO - Test loss : 0.5022
342
+ 2024-05-29 23:05:08,156 - INFO -
343
+ Epoch 37
344
+ 2024-05-29 23:06:38,082 - INFO - [51200/569465] Loss : 0.6098
345
+ 2024-05-29 23:08:06,238 - INFO - [102400/569465] Loss : 0.6097
346
+ 2024-05-29 23:09:30,681 - INFO - [153600/569465] Loss : 0.6093
347
+ 2024-05-29 23:11:00,387 - INFO - [204800/569465] Loss : 0.6095
348
+ 2024-05-29 23:12:29,325 - INFO - [256000/569465] Loss : 0.6097
349
+ 2024-05-29 23:12:49,134 - INFO - [268288/569465] Loss : 0.6098
350
+ 2024-05-29 23:15:29,153 - INFO - Test loss : 0.5034
351
+ 2024-05-29 23:15:29,153 - INFO -
352
+ Epoch 38
353
+ 2024-05-29 23:16:58,846 - INFO - [51200/569465] Loss : 0.6101
354
+ 2024-05-29 23:18:27,020 - INFO - [102400/569465] Loss : 0.6080
355
+ 2024-05-29 23:19:54,877 - INFO - [153600/569465] Loss : 0.6081
356
+ 2024-05-29 23:21:22,331 - INFO - [204800/569465] Loss : 0.6081
357
+ 2024-05-29 23:22:50,430 - INFO - [256000/569465] Loss : 0.6080
358
+ 2024-05-29 23:23:10,284 - INFO - [268288/569465] Loss : 0.6080
359
+ 2024-05-29 23:25:50,191 - INFO - Test loss : 0.5110
360
+ 2024-05-29 23:25:50,191 - INFO -
361
+ Epoch 39
362
+ 2024-05-29 23:27:20,219 - INFO - [51200/569465] Loss : 0.6054
363
+ 2024-05-29 23:28:48,456 - INFO - [102400/569465] Loss : 0.6046
364
+ 2024-05-29 23:30:20,142 - INFO - [153600/569465] Loss : 0.6059
365
+ 2024-05-29 23:31:47,824 - INFO - [204800/569465] Loss : 0.6056
366
+ 2024-05-29 23:33:15,860 - INFO - [256000/569465] Loss : 0.6057
367
+ 2024-05-29 23:33:35,645 - INFO - [268288/569465] Loss : 0.6056
368
+ 2024-05-29 23:36:15,685 - INFO - Test loss : 0.5202
369
+ 2024-05-29 23:36:15,685 - INFO -
370
+ Epoch 40
371
+ 2024-05-29 23:37:42,793 - INFO - [51200/569465] Loss : 0.6055
372
+ 2024-05-29 23:39:10,869 - INFO - [102400/569465] Loss : 0.6032
373
+ 2024-05-29 23:40:38,659 - INFO - [153600/569465] Loss : 0.6030
374
+ 2024-05-29 23:42:06,167 - INFO - [204800/569465] Loss : 0.6034
375
+ 2024-05-29 23:43:29,638 - INFO - [256000/569465] Loss : 0.6032
376
+ 2024-05-29 23:43:49,458 - INFO - [268288/569465] Loss : 0.6033
377
+ 2024-05-29 23:46:28,303 - INFO - Test loss : 0.5187
378
+ 2024-05-29 23:46:28,303 - INFO -
379
+ Epoch 41
380
+ 2024-05-29 23:47:58,240 - INFO - [51200/569465] Loss : 0.6012
381
+ 2024-05-29 23:49:29,010 - INFO - [102400/569465] Loss : 0.6013
382
+ 2024-05-29 23:50:57,792 - INFO - [153600/569465] Loss : 0.6022
383
+ 2024-05-29 23:52:21,438 - INFO - [204800/569465] Loss : 0.6019
384
+ 2024-05-29 23:53:45,333 - INFO - [256000/569465] Loss : 0.6017
385
+ 2024-05-29 23:54:03,560 - INFO - [268288/569465] Loss : 0.6017
386
+ 2024-05-29 23:56:42,859 - INFO - Test loss : 0.5240
387
+ 2024-05-29 23:56:42,859 - INFO -
388
+ Epoch 42
389
+ 2024-05-29 23:58:12,759 - INFO - [51200/569465] Loss : 0.5984
390
+ 2024-05-29 23:59:40,785 - INFO - [102400/569465] Loss : 0.5988
391
+ 2024-05-30 00:01:08,557 - INFO - [153600/569465] Loss : 0.5991
392
+ 2024-05-30 00:02:35,320 - INFO - [204800/569465] Loss : 0.5985
393
+ 2024-05-30 00:04:01,343 - INFO - [256000/569465] Loss : 0.5992
394
+ 2024-05-30 00:04:21,118 - INFO - [268288/569465] Loss : 0.5990
395
+ 2024-05-30 00:07:00,968 - INFO - Test loss : 0.5268
396
+ 2024-05-30 00:07:00,968 - INFO -
397
+ Epoch 43
398
+ 2024-05-30 00:08:29,962 - INFO - [51200/569465] Loss : 0.5959
399
+ 2024-05-30 00:09:59,850 - INFO - [102400/569465] Loss : 0.5964
400
+ 2024-05-30 00:11:25,243 - INFO - [153600/569465] Loss : 0.5964
401
+ 2024-05-30 00:12:49,604 - INFO - [204800/569465] Loss : 0.5964
402
+ 2024-05-30 00:14:17,503 - INFO - [256000/569465] Loss : 0.5967
403
+ 2024-05-30 00:14:37,127 - INFO - [268288/569465] Loss : 0.5967
404
+ 2024-05-30 00:17:13,716 - INFO - Test loss : 0.5313
405
+ 2024-05-30 00:17:13,716 - INFO -
406
+ Epoch 44
407
+ 2024-05-30 00:18:42,001 - INFO - [51200/569465] Loss : 0.5978
408
+ 2024-05-30 00:20:08,577 - INFO - [102400/569465] Loss : 0.5967
409
+ 2024-05-30 00:21:34,758 - INFO - [153600/569465] Loss : 0.5958
410
+ 2024-05-30 00:23:02,392 - INFO - [204800/569465] Loss : 0.5959
411
+ 2024-05-30 00:24:30,214 - INFO - [256000/569465] Loss : 0.5957
412
+ 2024-05-30 00:24:49,911 - INFO - [268288/569465] Loss : 0.5955
413
+ 2024-05-30 00:27:29,147 - INFO - Test loss : 0.5391
414
+ 2024-05-30 00:27:29,147 - INFO -
415
+ Epoch 45
416
+ 2024-05-30 00:29:01,442 - INFO - [51200/569465] Loss : 0.5946
417
+ 2024-05-30 00:30:29,802 - INFO - [102400/569465] Loss : 0.5946
418
+ 2024-05-30 00:31:57,792 - INFO - [153600/569465] Loss : 0.5939
419
+ 2024-05-30 00:33:25,721 - INFO - [204800/569465] Loss : 0.5942
420
+ 2024-05-30 00:34:53,991 - INFO - [256000/569465] Loss : 0.5940
421
+ 2024-05-30 00:35:13,803 - INFO - [268288/569465] Loss : 0.5939
422
+ 2024-05-30 00:37:54,262 - INFO - Test loss : 0.5419
423
+ 2024-05-30 00:37:54,262 - INFO -
424
+ Epoch 46
425
+ 2024-05-30 00:39:24,513 - INFO - [51200/569465] Loss : 0.5926
426
+ 2024-05-30 00:40:52,812 - INFO - [102400/569465] Loss : 0.5929
427
+ 2024-05-30 00:42:20,704 - INFO - [153600/569465] Loss : 0.5940
428
+ 2024-05-30 00:43:48,661 - INFO - [204800/569465] Loss : 0.5935
429
+ 2024-05-30 00:45:17,007 - INFO - [256000/569465] Loss : 0.5930
430
+ 2024-05-30 00:45:36,879 - INFO - [268288/569465] Loss : 0.5930
431
+ 2024-05-30 00:48:17,989 - INFO - Test loss : 0.5333
432
+ 2024-05-30 00:48:17,990 - INFO -
433
+ Epoch 47
434
+ 2024-05-30 00:49:48,735 - INFO - [51200/569465] Loss : 0.5894
435
+ 2024-05-30 00:51:16,936 - INFO - [102400/569465] Loss : 0.5907
436
+ 2024-05-30 00:52:44,906 - INFO - [153600/569465] Loss : 0.5909
437
+ 2024-05-30 00:54:12,869 - INFO - [204800/569465] Loss : 0.5904
438
+ 2024-05-30 00:55:41,304 - INFO - [256000/569465] Loss : 0.5904
439
+ 2024-05-30 00:56:01,098 - INFO - [268288/569465] Loss : 0.5904
440
+ 2024-05-30 00:58:41,610 - INFO - Test loss : 0.5442
441
+ 2024-05-30 00:58:41,611 - INFO -
442
+ Epoch 48
443
+ 2024-05-30 01:00:11,717 - INFO - [51200/569465] Loss : 0.5906
444
+ 2024-05-30 01:01:40,013 - INFO - [102400/569465] Loss : 0.5904
445
+ 2024-05-30 01:03:07,918 - INFO - [153600/569465] Loss : 0.5896
446
+ 2024-05-30 01:04:35,891 - INFO - [204800/569465] Loss : 0.5899
447
+ 2024-05-30 01:06:04,309 - INFO - [256000/569465] Loss : 0.5893
448
+ 2024-05-30 01:06:24,409 - INFO - [268288/569465] Loss : 0.5891
449
+ 2024-05-30 01:09:05,685 - INFO - Test loss : 0.5559
450
+ 2024-05-30 01:09:05,685 - INFO -
451
+ Epoch 49
452
+ 2024-05-30 01:10:35,919 - INFO - [51200/569465] Loss : 0.5869
453
+ 2024-05-30 01:12:04,212 - INFO - [102400/569465] Loss : 0.5859
454
+ 2024-05-30 01:13:32,207 - INFO - [153600/569465] Loss : 0.5864
455
+ 2024-05-30 01:15:00,155 - INFO - [204800/569465] Loss : 0.5876
456
+ 2024-05-30 01:16:28,473 - INFO - [256000/569465] Loss : 0.5879
457
+ 2024-05-30 01:16:48,270 - INFO - [268288/569465] Loss : 0.5879
458
+ 2024-05-30 01:19:28,837 - INFO - Test loss : 0.5537
459
+ 2024-05-30 01:19:28,855 - INFO -
460
+ Epoch 50
461
+ 2024-05-30 01:20:59,145 - INFO - [51200/569465] Loss : 0.5865
462
+ 2024-05-30 01:22:27,422 - INFO - [102400/569465] Loss : 0.5874
463
+ 2024-05-30 01:23:55,367 - INFO - [153600/569465] Loss : 0.5875
464
+ 2024-05-30 01:25:23,983 - INFO - [204800/569465] Loss : 0.5875
465
+ 2024-05-30 01:26:52,899 - INFO - [256000/569465] Loss : 0.5872
466
+ 2024-05-30 01:27:12,718 - INFO - [268288/569465] Loss : 0.5871
467
+ 2024-05-30 01:29:53,203 - INFO - Test loss : 0.5599
468
+ 2024-05-30 01:29:53,204 - INFO -
469
+ Epoch 51
470
+ 2024-05-30 01:31:23,421 - INFO - [51200/569465] Loss : 0.5858
471
+ 2024-05-30 01:32:51,707 - INFO - [102400/569465] Loss : 0.5842
472
+ 2024-05-30 01:34:19,634 - INFO - [153600/569465] Loss : 0.5841
473
+ 2024-05-30 01:35:47,640 - INFO - [204800/569465] Loss : 0.5842
474
+ 2024-05-30 01:37:16,038 - INFO - [256000/569465] Loss : 0.5845
475
+ 2024-05-30 01:37:35,870 - INFO - [268288/569465] Loss : 0.5844
476
+ 2024-05-30 01:40:16,341 - INFO - Test loss : 0.5640
477
+ 2024-05-30 01:40:16,341 - INFO -
478
+ Epoch 52
479
+ 2024-05-30 01:41:46,468 - INFO - [51200/569465] Loss : 0.5839
480
+ 2024-05-30 01:43:14,916 - INFO - [102400/569465] Loss : 0.5839
481
+ 2024-05-30 01:44:43,747 - INFO - [153600/569465] Loss : 0.5831
482
+ 2024-05-30 01:46:11,888 - INFO - [204800/569465] Loss : 0.5837
483
+ 2024-05-30 01:47:40,268 - INFO - [256000/569465] Loss : 0.5832
484
+ 2024-05-30 01:48:00,065 - INFO - [268288/569465] Loss : 0.5833
485
+ 2024-05-30 01:50:40,463 - INFO - Test loss : 0.5636
486
+ 2024-05-30 01:50:40,463 - INFO -
487
+ Epoch 53
488
+ 2024-05-30 01:52:10,726 - INFO - [51200/569465] Loss : 0.5812
489
+ 2024-05-30 01:53:38,937 - INFO - [102400/569465] Loss : 0.5817
490
+ 2024-05-30 01:55:06,874 - INFO - [153600/569465] Loss : 0.5814
491
+ 2024-05-30 01:56:34,921 - INFO - [204800/569465] Loss : 0.5815
492
+ 2024-05-30 01:58:03,275 - INFO - [256000/569465] Loss : 0.5818
493
+ 2024-05-30 01:58:23,075 - INFO - [268288/569465] Loss : 0.5819
494
+ 2024-05-30 02:01:03,514 - INFO - Test loss : 0.5663
495
+ 2024-05-30 02:01:03,514 - INFO -
496
+ Epoch 54
497
+ 2024-05-30 02:02:34,620 - INFO - [51200/569465] Loss : 0.5812
498
+ 2024-05-30 02:04:03,147 - INFO - [102400/569465] Loss : 0.5809
499
+ 2024-05-30 02:05:30,987 - INFO - [153600/569465] Loss : 0.5811
500
+ 2024-05-30 02:06:58,991 - INFO - [204800/569465] Loss : 0.5808
501
+ 2024-05-30 02:08:27,382 - INFO - [256000/569465] Loss : 0.5805
502
+ 2024-05-30 02:08:47,251 - INFO - [268288/569465] Loss : 0.5806
503
+ 2024-05-30 02:11:27,723 - INFO - Test loss : 0.5723
504
+ 2024-05-30 02:11:27,724 - INFO -
505
+ Epoch 55
506
+ 2024-05-30 02:12:57,943 - INFO - [51200/569465] Loss : 0.5791
507
+ 2024-05-30 02:14:26,091 - INFO - [102400/569465] Loss : 0.5794
508
+ 2024-05-30 02:15:54,036 - INFO - [153600/569465] Loss : 0.5795
509
+ 2024-05-30 02:17:22,134 - INFO - [204800/569465] Loss : 0.5792
510
+ 2024-05-30 02:18:50,556 - INFO - [256000/569465] Loss : 0.5789
511
+ 2024-05-30 02:19:10,336 - INFO - [268288/569465] Loss : 0.5788
512
+ 2024-05-30 02:21:52,005 - INFO - Test loss : 0.5807
513
+ 2024-05-30 02:21:52,005 - INFO -
514
+ Epoch 56
515
+ 2024-05-30 02:23:22,093 - INFO - [51200/569465] Loss : 0.5778
516
+ 2024-05-30 02:24:50,314 - INFO - [102400/569465] Loss : 0.5775
517
+ 2024-05-30 02:26:18,195 - INFO - [153600/569465] Loss : 0.5785
518
+ 2024-05-30 02:27:46,323 - INFO - [204800/569465] Loss : 0.5788
519
+ 2024-05-30 02:29:14,721 - INFO - [256000/569465] Loss : 0.5784
520
+ 2024-05-30 02:29:34,604 - INFO - [268288/569465] Loss : 0.5783
521
+ 2024-05-30 02:32:15,048 - INFO - Test loss : 0.5772
522
+ 2024-05-30 02:32:15,049 - INFO -
523
+ Epoch 57
524
+ 2024-05-30 02:33:45,291 - INFO - [51200/569465] Loss : 0.5763
525
+ 2024-05-30 02:35:13,516 - INFO - [102400/569465] Loss : 0.5766
526
+ 2024-05-30 02:36:41,464 - INFO - [153600/569465] Loss : 0.5761
527
+ 2024-05-30 02:38:09,546 - INFO - [204800/569465] Loss : 0.5763
528
+ 2024-05-30 02:39:38,765 - INFO - [256000/569465] Loss : 0.5766
529
+ 2024-05-30 02:39:58,790 - INFO - [268288/569465] Loss : 0.5765
530
+ 2024-05-30 02:42:39,292 - INFO - Test loss : 0.5819
531
+ 2024-05-30 02:42:39,292 - INFO -
532
+ Epoch 58
533
+ 2024-05-30 02:44:09,504 - INFO - [51200/569465] Loss : 0.5739
534
+ 2024-05-30 02:45:37,755 - INFO - [102400/569465] Loss : 0.5746
535
+ 2024-05-30 02:47:05,696 - INFO - [153600/569465] Loss : 0.5753
536
+ 2024-05-30 02:48:33,774 - INFO - [204800/569465] Loss : 0.5755
537
+ 2024-05-30 02:50:02,246 - INFO - [256000/569465] Loss : 0.5756
538
+ 2024-05-30 02:50:22,022 - INFO - [268288/569465] Loss : 0.5758
539
+ 2024-05-30 02:53:02,460 - INFO - Test loss : 0.5838
540
+ 2024-05-30 02:53:02,460 - INFO -
541
+ Epoch 59
542
+ 2024-05-30 02:54:32,684 - INFO - [51200/569465] Loss : 0.5730
543
+ 2024-05-30 02:56:00,818 - INFO - [102400/569465] Loss : 0.5742
544
+ 2024-05-30 02:57:29,106 - INFO - [153600/569465] Loss : 0.5750
545
+ 2024-05-30 02:58:57,980 - INFO - [204800/569465] Loss : 0.5753
546
+ 2024-05-30 03:00:26,396 - INFO - [256000/569465] Loss : 0.5749
547
+ 2024-05-30 03:00:46,184 - INFO - [268288/569465] Loss : 0.5749
548
+ 2024-05-30 03:03:26,662 - INFO - Test loss : 0.5916
549
+ 2024-05-30 03:03:26,662 - INFO -
550
+ Epoch 60
551
+ 2024-05-30 03:04:56,760 - INFO - [51200/569465] Loss : 0.5736
552
+ 2024-05-30 03:06:25,020 - INFO - [102400/569465] Loss : 0.5731
553
+ 2024-05-30 03:07:52,953 - INFO - [153600/569465] Loss : 0.5735
554
+ 2024-05-30 03:09:21,089 - INFO - [204800/569465] Loss : 0.5732
555
+ 2024-05-30 03:10:49,477 - INFO - [256000/569465] Loss : 0.5736
556
+ 2024-05-30 03:11:09,266 - INFO - [268288/569465] Loss : 0.5735
557
+ 2024-05-30 03:13:49,590 - INFO - Test loss : 0.5848
558
+ 2024-05-30 03:13:49,590 - INFO -
559
+ Epoch 61
560
+ 2024-05-30 03:15:19,749 - INFO - [51200/569465] Loss : 0.5714
561
+ 2024-05-30 03:16:48,983 - INFO - [102400/569465] Loss : 0.5712
562
+ 2024-05-30 03:18:17,001 - INFO - [153600/569465] Loss : 0.5714
563
+ 2024-05-30 03:19:45,092 - INFO - [204800/569465] Loss : 0.5722
564
+ 2024-05-30 03:21:13,402 - INFO - [256000/569465] Loss : 0.5724
565
+ 2024-05-30 03:21:33,207 - INFO - [268288/569465] Loss : 0.5725
566
+ 2024-05-30 03:24:13,603 - INFO - Test loss : 0.5966
567
+ 2024-05-30 03:24:13,603 - INFO -
568
+ Epoch 62
569
+ 2024-05-30 03:25:43,836 - INFO - [51200/569465] Loss : 0.5704
570
+ 2024-05-30 03:27:12,045 - INFO - [102400/569465] Loss : 0.5722
571
+ 2024-05-30 03:28:39,957 - INFO - [153600/569465] Loss : 0.5714
572
+ 2024-05-30 03:30:07,986 - INFO - [204800/569465] Loss : 0.5712
573
+ 2024-05-30 03:31:36,365 - INFO - [256000/569465] Loss : 0.5715
574
+ 2024-05-30 03:31:56,207 - INFO - [268288/569465] Loss : 0.5716
575
+ 2024-05-30 03:34:37,150 - INFO - Test loss : 0.5988
576
+ 2024-05-30 03:34:37,150 - INFO -
577
+ Epoch 63
578
+ 2024-05-30 03:36:07,953 - INFO - [51200/569465] Loss : 0.5723
579
+ 2024-05-30 03:37:36,029 - INFO - [102400/569465] Loss : 0.5718
580
+ 2024-05-30 03:39:03,966 - INFO - [153600/569465] Loss : 0.5713
581
+ 2024-05-30 03:40:32,095 - INFO - [204800/569465] Loss : 0.5707
582
+ 2024-05-30 03:42:00,486 - INFO - [256000/569465] Loss : 0.5705
583
+ 2024-05-30 03:42:20,262 - INFO - [268288/569465] Loss : 0.5705
584
+ 2024-05-30 03:45:00,795 - INFO - Test loss : 0.5958
585
+ 2024-05-30 03:45:00,795 - INFO -
586
+ Epoch 64
587
+ 2024-05-30 03:46:30,906 - INFO - [51200/569465] Loss : 0.5704
588
+ 2024-05-30 03:47:59,062 - INFO - [102400/569465] Loss : 0.5715
589
+ 2024-05-30 03:49:26,956 - INFO - [153600/569465] Loss : 0.5718
590
+ 2024-05-30 03:50:55,110 - INFO - [204800/569465] Loss : 0.5716
591
+ 2024-05-30 03:52:23,453 - INFO - [256000/569465] Loss : 0.5711
592
+ 2024-05-30 03:52:43,533 - INFO - [268288/569465] Loss : 0.5708
593
+ 2024-05-30 03:55:24,790 - INFO - Test loss : 0.5985
594
+ 2024-05-30 03:55:24,790 - INFO -
595
+ Epoch 65
596
+ 2024-05-30 03:56:54,960 - INFO - [51200/569465] Loss : 0.5697
597
+ 2024-05-30 03:58:23,045 - INFO - [102400/569465] Loss : 0.5689
598
+ 2024-05-30 03:59:51,023 - INFO - [153600/569465] Loss : 0.5692
599
+ 2024-05-30 04:01:19,205 - INFO - [204800/569465] Loss : 0.5694
600
+ 2024-05-30 04:02:47,523 - INFO - [256000/569465] Loss : 0.5693
601
+ 2024-05-30 04:03:07,281 - INFO - [268288/569465] Loss : 0.5692
602
+ 2024-05-30 04:05:47,864 - INFO - Test loss : 0.6087
603
+ 2024-05-30 04:05:47,864 - INFO -
604
+ Epoch 66
605
+ 2024-05-30 04:07:18,000 - INFO - [51200/569465] Loss : 0.5676
606
+ 2024-05-30 04:08:46,105 - INFO - [102400/569465] Loss : 0.5675
607
+ 2024-05-30 04:10:14,839 - INFO - [153600/569465] Loss : 0.5681
608
+ 2024-05-30 04:11:41,685 - INFO - [204800/569465] Loss : 0.5687
609
+ 2024-05-30 04:13:10,045 - INFO - [256000/569465] Loss : 0.5687
610
+ 2024-05-30 04:13:29,836 - INFO - [268288/569465] Loss : 0.5689
611
+ 2024-05-30 04:16:10,244 - INFO - Test loss : 0.6063
612
+ 2024-05-30 04:16:10,244 - INFO -
613
+ Epoch 67
614
+ 2024-05-30 04:17:40,359 - INFO - [51200/569465] Loss : 0.5696
615
+ 2024-05-30 04:19:08,449 - INFO - [102400/569465] Loss : 0.5673
616
+ 2024-05-30 04:20:36,285 - INFO - [153600/569465] Loss : 0.5673
617
+ 2024-05-30 04:22:04,381 - INFO - [204800/569465] Loss : 0.5672
618
+ 2024-05-30 04:23:32,710 - INFO - [256000/569465] Loss : 0.5671
619
+ 2024-05-30 04:23:52,472 - INFO - [268288/569465] Loss : 0.5671
620
+ 2024-05-30 04:26:32,887 - INFO - Test loss : 0.6058
621
+ 2024-05-30 04:26:32,887 - INFO -
622
+ Epoch 68
623
+ 2024-05-30 04:28:02,894 - INFO - [51200/569465] Loss : 0.5672
624
+ 2024-05-30 04:29:30,969 - INFO - [102400/569465] Loss : 0.5660
625
+ 2024-05-30 04:31:00,358 - INFO - [153600/569465] Loss : 0.5661
626
+ 2024-05-30 04:32:28,632 - INFO - [204800/569465] Loss : 0.5661
627
+ 2024-05-30 04:33:56,970 - INFO - [256000/569465] Loss : 0.5663
628
+ 2024-05-30 04:34:16,787 - INFO - [268288/569465] Loss : 0.5664
629
+ 2024-05-30 04:36:57,024 - INFO - Test loss : 0.6160
630
+ 2024-05-30 04:36:57,025 - INFO -
631
+ Epoch 69
632
+ 2024-05-30 04:38:27,152 - INFO - [51200/569465] Loss : 0.5658
633
+ 2024-05-30 04:39:55,221 - INFO - [102400/569465] Loss : 0.5645
634
+ 2024-05-30 04:41:23,154 - INFO - [153600/569465] Loss : 0.5649
635
+ 2024-05-30 04:42:51,303 - INFO - [204800/569465] Loss : 0.5656
636
+ 2024-05-30 04:44:19,599 - INFO - [256000/569465] Loss : 0.5655
637
+ 2024-05-30 04:44:39,346 - INFO - [268288/569465] Loss : 0.5656
638
+ 2024-05-30 04:47:19,688 - INFO - Test loss : 0.6121
639
+ 2024-05-30 04:47:19,688 - INFO -
640
+ Epoch 70
641
+ 2024-05-30 04:48:50,576 - INFO - [51200/569465] Loss : 0.5665
642
+ 2024-05-30 04:50:19,459 - INFO - [102400/569465] Loss : 0.5650
643
+ 2024-05-30 04:51:47,384 - INFO - [153600/569465] Loss : 0.5654
644
+ 2024-05-30 04:53:15,416 - INFO - [204800/569465] Loss : 0.5656
645
+ 2024-05-30 04:54:43,740 - INFO - [256000/569465] Loss : 0.5655
646
+ 2024-05-30 04:55:03,572 - INFO - [268288/569465] Loss : 0.5657
647
+ 2024-05-30 04:57:43,938 - INFO - Test loss : 0.6139
648
+ 2024-05-30 04:57:43,938 - INFO -
649
+ Epoch 71
650
+ 2024-05-30 04:59:14,045 - INFO - [51200/569465] Loss : 0.5625
651
+ 2024-05-30 05:00:42,098 - INFO - [102400/569465] Loss : 0.5646
652
+ 2024-05-30 05:02:09,947 - INFO - [153600/569465] Loss : 0.5647
653
+ 2024-05-30 05:03:38,166 - INFO - [204800/569465] Loss : 0.5647
654
+ 2024-05-30 05:05:06,502 - INFO - [256000/569465] Loss : 0.5649
655
+ 2024-05-30 05:05:26,242 - INFO - [268288/569465] Loss : 0.5650
656
+ 2024-05-30 05:08:08,178 - INFO - Test loss : 0.6212
657
+ 2024-05-30 05:08:08,178 - INFO -
658
+ Epoch 72
659
+ 2024-05-30 05:09:38,230 - INFO - [51200/569465] Loss : 0.5617
660
+ 2024-05-30 05:11:06,292 - INFO - [102400/569465] Loss : 0.5623
661
+ 2024-05-30 05:12:34,163 - INFO - [153600/569465] Loss : 0.5618
662
+ 2024-05-30 05:14:02,324 - INFO - [204800/569465] Loss : 0.5629
663
+ 2024-05-30 05:15:30,700 - INFO - [256000/569465] Loss : 0.5630
664
+ 2024-05-30 05:15:50,539 - INFO - [268288/569465] Loss : 0.5628
665
+ 2024-05-30 05:18:30,822 - INFO - Test loss : 0.6204
666
+ 2024-05-30 05:18:30,822 - INFO -
667
+ Epoch 73
668
+ 2024-05-30 05:20:00,883 - INFO - [51200/569465] Loss : 0.5607
669
+ 2024-05-30 05:21:28,889 - INFO - [102400/569465] Loss : 0.5620
670
+ 2024-05-30 05:22:56,799 - INFO - [153600/569465] Loss : 0.5627
671
+ 2024-05-30 05:24:24,971 - INFO - [204800/569465] Loss : 0.5627
672
+ 2024-05-30 05:25:53,965 - INFO - [256000/569465] Loss : 0.5630
673
+ 2024-05-30 05:26:14,088 - INFO - [268288/569465] Loss : 0.5630
674
+ 2024-05-30 05:28:55,113 - INFO - Test loss : 0.6229
675
+ 2024-05-30 05:28:55,113 - INFO -
676
+ Epoch 74
677
+ 2024-05-30 05:30:25,225 - INFO - [51200/569465] Loss : 0.5611
678
+ 2024-05-30 05:31:53,219 - INFO - [102400/569465] Loss : 0.5621
679
+ 2024-05-30 05:33:21,174 - INFO - [153600/569465] Loss : 0.5625
680
+ 2024-05-30 05:34:49,272 - INFO - [204800/569465] Loss : 0.5622
681
+ 2024-05-30 05:36:17,711 - INFO - [256000/569465] Loss : 0.5623
682
+ 2024-05-30 05:36:37,486 - INFO - [268288/569465] Loss : 0.5623
683
+ 2024-05-30 05:39:17,848 - INFO - Test loss : 0.6311
684
+ 2024-05-30 05:39:17,848 - INFO -
685
+ Epoch 75
686
+ 2024-05-30 05:40:47,939 - INFO - [51200/569465] Loss : 0.5608
687
+ 2024-05-30 05:42:16,045 - INFO - [102400/569465] Loss : 0.5618
688
+ 2024-05-30 05:43:43,822 - INFO - [153600/569465] Loss : 0.5617
689
+ 2024-05-30 05:45:13,617 - INFO - [204800/569465] Loss : 0.5619
690
+ 2024-05-30 05:46:42,016 - INFO - [256000/569465] Loss : 0.5619
691
+ 2024-05-30 05:47:01,776 - INFO - [268288/569465] Loss : 0.5619
692
+ 2024-05-30 05:49:42,179 - INFO - Test loss : 0.6257
693
+ 2024-05-30 05:49:42,179 - INFO -
694
+ Epoch 76
695
+ 2024-05-30 05:51:12,258 - INFO - [51200/569465] Loss : 0.5615
696
+ 2024-05-30 05:52:40,217 - INFO - [102400/569465] Loss : 0.5620
697
+ 2024-05-30 05:54:08,156 - INFO - [153600/569465] Loss : 0.5611
698
+ 2024-05-30 05:55:36,455 - INFO - [204800/569465] Loss : 0.5610
699
+ 2024-05-30 05:57:04,815 - INFO - [256000/569465] Loss : 0.5611
700
+ 2024-05-30 05:57:24,601 - INFO - [268288/569465] Loss : 0.5612
701
+ 2024-05-30 06:00:04,837 - INFO - Test loss : 0.6301
702
+ 2024-05-30 06:00:04,837 - INFO -
703
+ Epoch 77
704
+ 2024-05-30 06:01:34,961 - INFO - [51200/569465] Loss : 0.5586
705
+ 2024-05-30 06:03:03,707 - INFO - [102400/569465] Loss : 0.5606
706
+ 2024-05-30 06:04:32,520 - INFO - [153600/569465] Loss : 0.5600
707
+ 2024-05-30 06:06:00,732 - INFO - [204800/569465] Loss : 0.5605
708
+ 2024-05-30 06:07:29,053 - INFO - [256000/569465] Loss : 0.5601
709
+ 2024-05-30 06:07:48,829 - INFO - [268288/569465] Loss : 0.5601
710
+ 2024-05-30 06:10:29,165 - INFO - Test loss : 0.6324
711
+ 2024-05-30 06:10:29,165 - INFO -
712
+ Epoch 78
713
+ 2024-05-30 06:11:59,307 - INFO - [51200/569465] Loss : 0.5594
714
+ 2024-05-30 06:13:27,344 - INFO - [102400/569465] Loss : 0.5589
715
+ 2024-05-30 06:14:55,284 - INFO - [153600/569465] Loss : 0.5596
716
+ 2024-05-30 06:16:23,397 - INFO - [204800/569465] Loss : 0.5596
717
+ 2024-05-30 06:17:51,774 - INFO - [256000/569465] Loss : 0.5597
718
+ 2024-05-30 06:18:11,601 - INFO - [268288/569465] Loss : 0.5598
719
+ 2024-05-30 06:20:51,912 - INFO - Test loss : 0.6366
720
+ 2024-05-30 06:20:51,912 - INFO -
721
+ Epoch 79
722
+ 2024-05-30 06:22:23,699 - INFO - [51200/569465] Loss : 0.5587
723
+ 2024-05-30 06:23:51,693 - INFO - [102400/569465] Loss : 0.5590
724
+ 2024-05-30 06:25:19,603 - INFO - [153600/569465] Loss : 0.5592
725
+ 2024-05-30 06:26:47,847 - INFO - [204800/569465] Loss : 0.5595
726
+ 2024-05-30 06:28:16,203 - INFO - [256000/569465] Loss : 0.5594
727
+ 2024-05-30 06:28:35,972 - INFO - [268288/569465] Loss : 0.5595
728
+ 2024-05-30 06:31:16,375 - INFO - Test loss : 0.6359
729
+ 2024-05-30 06:31:16,375 - INFO -
730
+ Epoch 80
731
+ 2024-05-30 06:32:46,406 - INFO - [51200/569465] Loss : 0.5603
732
+ 2024-05-30 06:34:14,379 - INFO - [102400/569465] Loss : 0.5597
733
+ 2024-05-30 06:35:42,299 - INFO - [153600/569465] Loss : 0.5595
734
+ 2024-05-30 06:37:10,578 - INFO - [204800/569465] Loss : 0.5590
735
+ 2024-05-30 06:38:38,943 - INFO - [256000/569465] Loss : 0.5589
736
+ 2024-05-30 06:38:58,793 - INFO - [268288/569465] Loss : 0.5592
737
+ 2024-05-30 06:41:40,648 - INFO - Test loss : 0.6378
738
+ 2024-05-30 06:41:40,648 - INFO -
739
+ Epoch 81
740
+ 2024-05-30 06:43:10,794 - INFO - [51200/569465] Loss : 0.5567
741
+ 2024-05-30 06:44:38,729 - INFO - [102400/569465] Loss : 0.5577
742
+ 2024-05-30 06:46:06,758 - INFO - [153600/569465] Loss : 0.5581
743
+ 2024-05-30 06:47:35,018 - INFO - [204800/569465] Loss : 0.5580
744
+ 2024-05-30 06:49:03,413 - INFO - [256000/569465] Loss : 0.5579
745
+ 2024-05-30 06:49:23,178 - INFO - [268288/569465] Loss : 0.5581
746
+ 2024-05-30 06:52:03,550 - INFO - Test loss : 0.6422
747
+ 2024-05-30 06:52:03,550 - INFO -
748
+ Epoch 82
749
+ 2024-05-30 06:53:33,710 - INFO - [51200/569465] Loss : 0.5554
750
+ 2024-05-30 06:55:01,660 - INFO - [102400/569465] Loss : 0.5560
751
+ 2024-05-30 06:56:29,635 - INFO - [153600/569465] Loss : 0.5567
752
+ 2024-05-30 06:57:57,787 - INFO - [204800/569465] Loss : 0.5573
753
+ 2024-05-30 06:59:27,800 - INFO - [256000/569465] Loss : 0.5579
754
+ 2024-05-30 06:59:47,581 - INFO - [268288/569465] Loss : 0.5582
755
+ 2024-05-30 07:02:27,931 - INFO - Test loss : 0.6386
756
+ 2024-05-30 07:02:27,932 - INFO -
757
+ Epoch 83
758
+ 2024-05-30 07:03:58,024 - INFO - [51200/569465] Loss : 0.5594
759
+ 2024-05-30 07:05:25,995 - INFO - [102400/569465] Loss : 0.5578
760
+ 2024-05-30 07:06:53,895 - INFO - [153600/569465] Loss : 0.5583
761
+ 2024-05-30 07:08:22,093 - INFO - [204800/569465] Loss : 0.5573
762
+ 2024-05-30 07:09:50,416 - INFO - [256000/569465] Loss : 0.5573
763
+ 2024-05-30 07:10:10,195 - INFO - [268288/569465] Loss : 0.5574
764
+ 2024-05-30 07:12:50,675 - INFO - Test loss : 0.6462
765
+ 2024-05-30 07:12:50,675 - INFO -
766
+ Epoch 84
767
+ 2024-05-30 07:14:20,715 - INFO - [51200/569465] Loss : 0.5565
768
+ 2024-05-30 07:15:48,581 - INFO - [102400/569465] Loss : 0.5570
769
+ 2024-05-30 07:17:17,471 - INFO - [153600/569465] Loss : 0.5566
770
+ 2024-05-30 07:18:46,584 - INFO - [204800/569465] Loss : 0.5569
771
+ 2024-05-30 07:20:14,932 - INFO - [256000/569465] Loss : 0.5568
772
+ 2024-05-30 07:20:34,711 - INFO - [268288/569465] Loss : 0.5567
773
+ 2024-05-30 07:23:15,002 - INFO - Test loss : 0.6409
774
+ 2024-05-30 07:23:15,002 - INFO -
775
+ Epoch 85
776
+ 2024-05-30 07:24:45,069 - INFO - [51200/569465] Loss : 0.5572
777
+ 2024-05-30 07:26:12,991 - INFO - [102400/569465] Loss : 0.5563
778
+ 2024-05-30 07:27:41,085 - INFO - [153600/569465] Loss : 0.5565
779
+ 2024-05-30 07:29:09,407 - INFO - [204800/569465] Loss : 0.5565
780
+ 2024-05-30 07:30:37,745 - INFO - [256000/569465] Loss : 0.5562
781
+ 2024-05-30 07:30:57,478 - INFO - [268288/569465] Loss : 0.5562
782
+ 2024-05-30 07:33:37,702 - INFO - Test loss : 0.6489
783
+ 2024-05-30 07:33:37,703 - INFO -
784
+ Epoch 86
785
+ 2024-05-30 07:35:07,820 - INFO - [51200/569465] Loss : 0.5540
786
+ 2024-05-30 07:36:37,369 - INFO - [102400/569465] Loss : 0.5548
787
+ 2024-05-30 07:38:05,451 - INFO - [153600/569465] Loss : 0.5544
788
+ 2024-05-30 07:39:33,657 - INFO - [204800/569465] Loss : 0.5549
789
+ 2024-05-30 07:41:02,000 - INFO - [256000/569465] Loss : 0.5550
790
+ 2024-05-30 07:41:21,839 - INFO - [268288/569465] Loss : 0.5551
791
+ 2024-05-30 07:44:02,261 - INFO - Test loss : 0.6510
792
+ 2024-05-30 07:44:02,261 - INFO -
793
+ Epoch 87
794
+ 2024-05-30 07:45:32,356 - INFO - [51200/569465] Loss : 0.5559
795
+ 2024-05-30 07:47:00,334 - INFO - [102400/569465] Loss : 0.5549
796
+ 2024-05-30 07:48:28,388 - INFO - [153600/569465] Loss : 0.5548
797
+ 2024-05-30 07:49:56,720 - INFO - [204800/569465] Loss : 0.5552
798
+ 2024-05-30 07:51:25,197 - INFO - [256000/569465] Loss : 0.5547
799
+ 2024-05-30 07:51:45,003 - INFO - [268288/569465] Loss : 0.5548
800
+ 2024-05-30 07:54:25,538 - INFO - Test loss : 0.6499
801
+ 2024-05-30 07:54:25,538 - INFO -
802
+ Epoch 88
803
+ 2024-05-30 07:55:55,418 - INFO - [51200/569465] Loss : 0.5573
804
+ 2024-05-30 07:57:23,184 - INFO - [102400/569465] Loss : 0.5557
805
+ 2024-05-30 07:58:51,151 - INFO - [153600/569465] Loss : 0.5560
806
+ 2024-05-30 08:00:19,265 - INFO - [204800/569465] Loss : 0.5554
807
+ 2024-05-30 08:01:47,535 - INFO - [256000/569465] Loss : 0.5550
808
+ 2024-05-30 08:02:07,379 - INFO - [268288/569465] Loss : 0.5550
809
+ 2024-05-30 08:04:47,500 - INFO - Test loss : 0.6589
810
+ 2024-05-30 08:04:47,500 - INFO -
811
+ Epoch 89
812
+ 2024-05-30 08:06:17,419 - INFO - [51200/569465] Loss : 0.5551
813
+ 2024-05-30 08:07:45,222 - INFO - [102400/569465] Loss : 0.5547
814
+ 2024-05-30 08:09:13,207 - INFO - [153600/569465] Loss : 0.5544
815
+ 2024-05-30 08:10:41,378 - INFO - [204800/569465] Loss : 0.5540
816
+ 2024-05-30 08:12:09,709 - INFO - [256000/569465] Loss : 0.5544
817
+ 2024-05-30 08:12:29,259 - INFO - [268288/569465] Loss : 0.5544
818
+ 2024-05-30 08:15:11,656 - INFO - Test loss : 0.6514
819
+ 2024-05-30 08:15:11,657 - INFO -
820
+ Epoch 90
821
+ 2024-05-30 08:16:41,545 - INFO - [51200/569465] Loss : 0.5546
822
+ 2024-05-30 08:18:09,441 - INFO - [102400/569465] Loss : 0.5541
823
+ 2024-05-30 08:19:37,453 - INFO - [153600/569465] Loss : 0.5543
824
+ 2024-05-30 08:21:05,551 - INFO - [204800/569465] Loss : 0.5540
825
+ 2024-05-30 08:22:33,836 - INFO - [256000/569465] Loss : 0.5538
826
+ 2024-05-30 08:22:53,600 - INFO - [268288/569465] Loss : 0.5537
827
+ 2024-05-30 08:25:33,799 - INFO - Test loss : 0.6612
828
+ 2024-05-30 08:25:33,799 - INFO -
829
+ Epoch 91
830
+ 2024-05-30 08:27:03,706 - INFO - [51200/569465] Loss : 0.5539
831
+ 2024-05-30 08:28:31,674 - INFO - [102400/569465] Loss : 0.5522
832
+ 2024-05-30 08:29:59,566 - INFO - [153600/569465] Loss : 0.5519
833
+ 2024-05-30 08:31:27,996 - INFO - [204800/569465] Loss : 0.5524
834
+ 2024-05-30 08:32:58,013 - INFO - [256000/569465] Loss : 0.5524
835
+ 2024-05-30 08:33:17,752 - INFO - [268288/569465] Loss : 0.5523
836
+ 2024-05-30 08:35:58,011 - INFO - Test loss : 0.6546
837
+ 2024-05-30 08:35:58,011 - INFO -
838
+ Epoch 92
839
+ 2024-05-30 08:37:27,901 - INFO - [51200/569465] Loss : 0.5521
840
+ 2024-05-30 08:38:55,701 - INFO - [102400/569465] Loss : 0.5519
841
+ 2024-05-30 08:40:21,835 - INFO - [153600/569465] Loss : 0.5520
842
+ 2024-05-30 08:41:54,014 - INFO - [204800/569465] Loss : 0.5529
843
+ 2024-05-30 08:43:09,560 - INFO - [256000/569465] Loss : 0.5527
844
+ 2024-05-30 08:43:26,421 - INFO - [268288/569465] Loss : 0.5526
845
+ 2024-05-30 08:45:43,294 - INFO - Test loss : 0.6605
846
+ 2024-05-30 08:45:43,295 - INFO -
847
+ Epoch 93
848
+ 2024-05-30 08:47:00,189 - INFO - [51200/569465] Loss : 0.5512
849
+ 2024-05-30 08:48:15,513 - INFO - [102400/569465] Loss : 0.5507
850
+ 2024-05-30 08:49:32,000 - INFO - [153600/569465] Loss : 0.5505
851
+ 2024-05-30 08:50:48,295 - INFO - [204800/569465] Loss : 0.5514
852
+ 2024-05-30 08:52:03,790 - INFO - [256000/569465] Loss : 0.5521
853
+ 2024-05-30 08:52:20,661 - INFO - [268288/569465] Loss : 0.5520
854
+ 2024-05-30 08:54:37,448 - INFO - Test loss : 0.6651
855
+ 2024-05-30 08:54:37,449 - INFO -
856
+ Epoch 94
857
+ 2024-05-30 08:55:54,458 - INFO - [51200/569465] Loss : 0.5517
858
+ 2024-05-30 08:57:09,791 - INFO - [102400/569465] Loss : 0.5514
859
+ 2024-05-30 08:58:25,173 - INFO - [153600/569465] Loss : 0.5521
860
+ 2024-05-30 08:59:40,564 - INFO - [204800/569465] Loss : 0.5522
861
+ 2024-05-30 09:00:53,272 - INFO - [256000/569465] Loss : 0.5524
862
+ 2024-05-30 09:01:09,310 - INFO - [268288/569465] Loss : 0.5524
863
+ 2024-05-30 09:03:03,336 - INFO - Test loss : 0.6659
864
+ 2024-05-30 09:03:03,336 - INFO -
865
+ Epoch 95
866
+ 2024-05-30 09:04:07,460 - INFO - [51200/569465] Loss : 0.5518
867
+ 2024-05-30 09:05:12,022 - INFO - [102400/569465] Loss : 0.5511
868
+ 2024-05-30 09:06:14,985 - INFO - [153600/569465] Loss : 0.5518
869
+ 2024-05-30 09:07:17,880 - INFO - [204800/569465] Loss : 0.5515
870
+ 2024-05-30 09:08:20,833 - INFO - [256000/569465] Loss : 0.5517
871
+ 2024-05-30 09:08:34,938 - INFO - [268288/569465] Loss : 0.5517
872
+ 2024-05-30 09:10:29,004 - INFO - Test loss : 0.6622
873
+ 2024-05-30 09:10:29,004 - INFO -
874
+ Epoch 96
875
+ 2024-05-30 09:11:33,172 - INFO - [51200/569465] Loss : 0.5500
876
+ 2024-05-30 09:12:36,034 - INFO - [102400/569465] Loss : 0.5500
877
+ 2024-05-30 09:13:38,878 - INFO - [153600/569465] Loss : 0.5507
878
+ 2024-05-30 09:14:41,735 - INFO - [204800/569465] Loss : 0.5509
879
+ 2024-05-30 09:15:44,689 - INFO - [256000/569465] Loss : 0.5507
880
+ 2024-05-30 09:15:58,852 - INFO - [268288/569465] Loss : 0.5508
881
+ 2024-05-30 09:17:53,144 - INFO - Test loss : 0.6656
882
+ 2024-05-30 09:17:53,145 - INFO -
883
+ Epoch 97
884
+ 2024-05-30 09:18:58,692 - INFO - [51200/569465] Loss : 0.5485
885
+ 2024-05-30 09:19:56,820 - INFO - [102400/569465] Loss : 0.5505
886
+ 2024-05-30 09:21:01,101 - INFO - [153600/569465] Loss : 0.5509
887
+ 2024-05-30 09:22:05,333 - INFO - [204800/569465] Loss : 0.5504
888
+ 2024-05-30 09:23:09,658 - INFO - [256000/569465] Loss : 0.5509
889
+ 2024-05-30 09:23:24,031 - INFO - [268288/569465] Loss : 0.5509
890
+ 2024-05-30 09:24:59,332 - INFO - Test loss : 0.6643
891
+ 2024-05-30 09:24:59,332 - INFO -
892
+ Epoch 98
893
+ 2024-05-30 09:25:50,632 - INFO - [51200/569465] Loss : 0.5502
894
+ 2024-05-30 09:26:40,757 - INFO - [102400/569465] Loss : 0.5506
895
+ 2024-05-30 09:27:30,666 - INFO - [153600/569465] Loss : 0.5502
896
+ 2024-05-30 09:28:20,748 - INFO - [204800/569465] Loss : 0.5505
897
+ 2024-05-30 09:29:11,065 - INFO - [256000/569465] Loss : 0.5501
898
+ 2024-05-30 09:29:22,243 - INFO - [268288/569465] Loss : 0.5500
899
+ 2024-05-30 09:30:51,312 - INFO - Test loss : 0.6719
900
+ 2024-05-30 09:30:51,312 - INFO -
901
+ Epoch 99
902
+ 2024-05-30 09:31:36,995 - INFO - [51200/569465] Loss : 0.5508
903
+ 2024-05-30 09:32:24,654 - INFO - [102400/569465] Loss : 0.5492
904
+ 2024-05-30 09:33:09,633 - INFO - [153600/569465] Loss : 0.5486
905
+ 2024-05-30 09:33:37,155 - INFO - [204800/569465] Loss : 0.5489
906
+ 2024-05-30 09:33:56,938 - INFO - [256000/569465] Loss : 0.5489
907
+ 2024-05-30 09:34:03,456 - INFO - [268288/569465] Loss : 0.5492
908
+ 2024-05-30 09:34:55,746 - INFO - Test loss : 0.6688
909
+ 2024-05-30 09:34:55,746 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_inat_2017_Sphere2Vec-sphereM+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
910
+ 2024-05-30 09:34:55,818 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_inat_2017_Sphere2Vec-sphereM+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
911
+ 2024-05-30 09:34:56,068 - INFO -
912
+ No prior
913
+ 2024-05-30 09:34:56,682 - INFO - (95986,)
914
+ 2024-05-30 09:35:15,047 - INFO - Split ID: 0
915
+ 2024-05-30 09:35:15,048 - INFO - Top 1 acc (%): 63.27
916
+ 2024-05-30 09:35:15,048 - INFO - Top 3 acc (%): 79.82
917
+ 2024-05-30 09:35:15,049 - INFO - Top 5 acc (%): 84.51
918
+ 2024-05-30 09:35:15,049 - INFO - Top 10 acc (%): 88.99
919
+ 2024-05-30 09:36:29,963 - INFO - Split ID: 0
920
+ 2024-05-30 09:36:29,964 - INFO - Top 1 acc (%): 69.18
921
+ 2024-05-30 09:36:29,964 - INFO - Top 3 acc (%): 83.83
922
+ 2024-05-30 09:36:29,964 - INFO - Top 5 acc (%): 87.54
923
+ 2024-05-30 09:36:29,964 - INFO - Top 10 acc (%): 91.16
924
+ 2024-05-30 09:36:30,015 - INFO -
925
+ Only Sphere2Vec-sphereM+
926
+ 2024-05-30 09:36:30,015 - INFO - Model : model_inat_2017_Sphere2Vec-sphereM+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
927
+ 2024-05-30 09:36:31,695 - INFO - (93622,)
928
+ 2024-05-30 09:37:17,389 - INFO - Split ID: 0
929
+ 2024-05-30 09:37:17,424 - INFO - Top 1 LocEnc acc (%): 0.85
930
+ 2024-05-30 09:37:17,427 - INFO - Top 3 LocEnc acc (%): 2.31
931
+ 2024-05-30 09:37:17,430 - INFO - Top 5 LocEnc acc (%): 3.62
932
+ 2024-05-30 09:37:17,433 - INFO - Top 10 LocEnc acc (%): 6.38