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data/model_inat_2017_Sphere2Vec-sphereC_inception_v3_0.0001_32_0.0100000_1_1024.log ADDED
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1
+ 2024-05-29 15:50:46,101 - INFO -
2
+ num_classes 5089
3
+ 2024-05-29 15:50:46,102 - INFO - num train 569465
4
+ 2024-05-29 15:50:46,102 - INFO - num val 93622
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+ 2024-05-29 15:50:46,102 - INFO - train loss full_loss
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+ 2024-05-29 15:50:46,102 - INFO - model name ../models/sphere2vec_sphereC/model_inat_2017_Sphere2Vec-sphereC_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
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+ 2024-05-29 15:50:46,102 - INFO - num users 17302
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+ 2024-05-29 15:50:46,535 - INFO - Cannot load model since it not exist - ../models/sphere2vec_sphereC/model_inat_2017_Sphere2Vec-sphereC_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
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+ 2024-05-29 15:50:46,535 - INFO -
10
+ Epoch 0
11
+ 2024-05-29 15:52:17,278 - INFO - [51200/569465] Loss : 2.1171
12
+ 2024-05-29 15:53:46,495 - INFO - [102400/569465] Loss : 2.0440
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+ 2024-05-29 15:55:15,596 - INFO - [153600/569465] Loss : 1.9767
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+ 2024-05-29 15:56:50,439 - INFO - [204800/569465] Loss : 1.9069
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+ 2024-05-29 15:58:32,927 - INFO - [256000/569465] Loss : 1.8393
16
+ 2024-05-29 15:58:55,976 - INFO - [268288/569465] Loss : 1.8252
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+ 2024-05-29 16:02:09,796 - INFO - Test loss : 0.8360
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+ 2024-05-29 16:02:09,796 - INFO -
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+ Epoch 1
20
+ 2024-05-29 16:04:05,631 - INFO - [51200/569465] Loss : 1.4518
21
+ 2024-05-29 16:05:59,584 - INFO - [102400/569465] Loss : 1.4212
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+ 2024-05-29 16:07:53,618 - INFO - [153600/569465] Loss : 1.3930
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+ 2024-05-29 16:09:47,713 - INFO - [204800/569465] Loss : 1.3663
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+ 2024-05-29 16:11:42,005 - INFO - [256000/569465] Loss : 1.3408
25
+ 2024-05-29 16:12:07,509 - INFO - [268288/569465] Loss : 1.3353
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+ 2024-05-29 16:15:34,996 - INFO - Test loss : 0.7550
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+ 2024-05-29 16:15:34,996 - INFO -
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+ Epoch 2
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+ 2024-05-29 16:17:31,853 - INFO - [51200/569465] Loss : 1.1702
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+ 2024-05-29 16:19:25,090 - INFO - [102400/569465] Loss : 1.1537
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+ 2024-05-29 16:21:19,148 - INFO - [153600/569465] Loss : 1.1366
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+ 2024-05-29 16:23:13,154 - INFO - [204800/569465] Loss : 1.1170
33
+ 2024-05-29 16:25:07,227 - INFO - [256000/569465] Loss : 1.1007
34
+ 2024-05-29 16:25:32,786 - INFO - [268288/569465] Loss : 1.0970
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+ 2024-05-29 16:29:00,598 - INFO - Test loss : 0.6170
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+ 2024-05-29 16:29:00,598 - INFO -
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+ Epoch 3
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+ 2024-05-29 16:30:56,628 - INFO - [51200/569465] Loss : 0.9916
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+ 2024-05-29 16:32:50,943 - INFO - [102400/569465] Loss : 0.9833
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+ 2024-05-29 16:34:45,001 - INFO - [153600/569465] Loss : 0.9740
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+ 2024-05-29 16:36:39,055 - INFO - [204800/569465] Loss : 0.9652
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+ 2024-05-29 16:38:33,206 - INFO - [256000/569465] Loss : 0.9562
43
+ 2024-05-29 16:38:58,818 - INFO - [268288/569465] Loss : 0.9545
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+ 2024-05-29 16:42:25,645 - INFO - Test loss : 0.5254
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+ 2024-05-29 16:42:25,645 - INFO -
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+ Epoch 4
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+ 2024-05-29 16:44:23,319 - INFO - [51200/569465] Loss : 0.8987
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+ 2024-05-29 16:46:17,992 - INFO - [102400/569465] Loss : 0.8899
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+ 2024-05-29 16:48:12,347 - INFO - [153600/569465] Loss : 0.8817
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+ 2024-05-29 16:50:06,788 - INFO - [204800/569465] Loss : 0.8759
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+ 2024-05-29 16:52:00,320 - INFO - [256000/569465] Loss : 0.8707
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+ 2024-05-29 16:52:25,882 - INFO - [268288/569465] Loss : 0.8694
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+ 2024-05-29 16:55:53,565 - INFO - Test loss : 0.4731
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+ 2024-05-29 16:55:53,566 - INFO -
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+ Epoch 5
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+ 2024-05-29 16:57:49,929 - INFO - [51200/569465] Loss : 0.8316
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+ 2024-05-29 16:59:43,967 - INFO - [102400/569465] Loss : 0.8245
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+ 2024-05-29 17:01:37,970 - INFO - [153600/569465] Loss : 0.8216
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+ 2024-05-29 17:03:32,045 - INFO - [204800/569465] Loss : 0.8176
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+ 2024-05-29 17:05:26,285 - INFO - [256000/569465] Loss : 0.8142
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+ 2024-05-29 17:05:52,006 - INFO - [268288/569465] Loss : 0.8132
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+ 2024-05-29 17:09:20,782 - INFO - Test loss : 0.4451
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+ 2024-05-29 17:09:20,782 - INFO -
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+ Epoch 6
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+ 2024-05-29 17:11:17,507 - INFO - [51200/569465] Loss : 0.7836
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+ 2024-05-29 17:13:11,779 - INFO - [102400/569465] Loss : 0.7813
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+ 2024-05-29 17:15:05,280 - INFO - [153600/569465] Loss : 0.7776
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+ 2024-05-29 17:16:59,519 - INFO - [204800/569465] Loss : 0.7747
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+ 2024-05-29 17:18:53,739 - INFO - [256000/569465] Loss : 0.7714
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+ 2024-05-29 17:19:19,294 - INFO - [268288/569465] Loss : 0.7705
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+ 2024-05-29 17:22:45,277 - INFO - Test loss : 0.4284
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+ 2024-05-29 17:22:45,278 - INFO -
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+ Epoch 7
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+ 2024-05-29 17:24:42,532 - INFO - [51200/569465] Loss : 0.7488
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+ 2024-05-29 17:26:36,618 - INFO - [102400/569465] Loss : 0.7451
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+ 2024-05-29 17:28:29,856 - INFO - [153600/569465] Loss : 0.7431
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+ 2024-05-29 17:30:15,582 - INFO - [204800/569465] Loss : 0.7409
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+ 2024-05-29 17:31:57,962 - INFO - [256000/569465] Loss : 0.7384
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+ 2024-05-29 17:32:21,230 - INFO - [268288/569465] Loss : 0.7382
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+ 2024-05-29 17:35:25,712 - INFO - Test loss : 0.4221
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+ 2024-05-29 17:35:25,713 - INFO -
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+ Epoch 8
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+ 2024-05-29 17:37:09,181 - INFO - [51200/569465] Loss : 0.7159
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+ 2024-05-29 17:38:50,870 - INFO - [102400/569465] Loss : 0.7149
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+ 2024-05-29 17:40:32,397 - INFO - [153600/569465] Loss : 0.7132
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+ 2024-05-29 17:42:14,084 - INFO - [204800/569465] Loss : 0.7118
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+ 2024-05-29 17:43:55,698 - INFO - [256000/569465] Loss : 0.7109
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+ 2024-05-29 17:44:18,411 - INFO - [268288/569465] Loss : 0.7103
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+ 2024-05-29 17:47:22,101 - INFO - Test loss : 0.4168
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+ 2024-05-29 17:47:22,101 - INFO -
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+ Epoch 9
92
+ 2024-05-29 17:49:05,631 - INFO - [51200/569465] Loss : 0.6954
93
+ 2024-05-29 17:50:47,280 - INFO - [102400/569465] Loss : 0.6934
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+ 2024-05-29 17:52:28,446 - INFO - [153600/569465] Loss : 0.6918
95
+ 2024-05-29 17:54:11,977 - INFO - [204800/569465] Loss : 0.6905
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+ 2024-05-29 17:55:53,602 - INFO - [256000/569465] Loss : 0.6894
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+ 2024-05-29 17:56:16,245 - INFO - [268288/569465] Loss : 0.6892
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+ 2024-05-29 17:59:20,386 - INFO - Test loss : 0.4183
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+ 2024-05-29 17:59:20,386 - INFO -
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+ Epoch 10
101
+ 2024-05-29 18:01:03,880 - INFO - [51200/569465] Loss : 0.6741
102
+ 2024-05-29 18:02:44,603 - INFO - [102400/569465] Loss : 0.6720
103
+ 2024-05-29 18:04:26,032 - INFO - [153600/569465] Loss : 0.6725
104
+ 2024-05-29 18:06:07,364 - INFO - [204800/569465] Loss : 0.6711
105
+ 2024-05-29 18:07:48,940 - INFO - [256000/569465] Loss : 0.6699
106
+ 2024-05-29 18:08:11,663 - INFO - [268288/569465] Loss : 0.6697
107
+ 2024-05-29 18:11:15,300 - INFO - Test loss : 0.4209
108
+ 2024-05-29 18:11:15,300 - INFO -
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+ Epoch 11
110
+ 2024-05-29 18:12:58,663 - INFO - [51200/569465] Loss : 0.6578
111
+ 2024-05-29 18:14:40,661 - INFO - [102400/569465] Loss : 0.6571
112
+ 2024-05-29 18:16:23,597 - INFO - [153600/569465] Loss : 0.6560
113
+ 2024-05-29 18:18:05,089 - INFO - [204800/569465] Loss : 0.6551
114
+ 2024-05-29 18:19:46,803 - INFO - [256000/569465] Loss : 0.6537
115
+ 2024-05-29 18:20:09,542 - INFO - [268288/569465] Loss : 0.6537
116
+ 2024-05-29 18:23:13,473 - INFO - Test loss : 0.4250
117
+ 2024-05-29 18:23:13,473 - INFO -
118
+ Epoch 12
119
+ 2024-05-29 18:24:56,858 - INFO - [51200/569465] Loss : 0.6430
120
+ 2024-05-29 18:26:38,254 - INFO - [102400/569465] Loss : 0.6415
121
+ 2024-05-29 18:28:19,816 - INFO - [153600/569465] Loss : 0.6407
122
+ 2024-05-29 18:30:01,374 - INFO - [204800/569465] Loss : 0.6404
123
+ 2024-05-29 18:31:42,999 - INFO - [256000/569465] Loss : 0.6395
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+ 2024-05-29 18:32:05,745 - INFO - [268288/569465] Loss : 0.6389
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+ 2024-05-29 18:35:09,955 - INFO - Test loss : 0.4306
126
+ 2024-05-29 18:35:09,956 - INFO -
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+ Epoch 13
128
+ 2024-05-29 18:36:55,519 - INFO - [51200/569465] Loss : 0.6287
129
+ 2024-05-29 18:38:37,697 - INFO - [102400/569465] Loss : 0.6273
130
+ 2024-05-29 18:40:19,041 - INFO - [153600/569465] Loss : 0.6269
131
+ 2024-05-29 18:42:00,842 - INFO - [204800/569465] Loss : 0.6258
132
+ 2024-05-29 18:43:42,370 - INFO - [256000/569465] Loss : 0.6255
133
+ 2024-05-29 18:44:05,121 - INFO - [268288/569465] Loss : 0.6250
134
+ 2024-05-29 18:47:09,283 - INFO - Test loss : 0.4377
135
+ 2024-05-29 18:47:09,283 - INFO -
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+ Epoch 14
137
+ 2024-05-29 18:48:53,369 - INFO - [51200/569465] Loss : 0.6154
138
+ 2024-05-29 18:50:35,161 - INFO - [102400/569465] Loss : 0.6142
139
+ 2024-05-29 18:52:16,528 - INFO - [153600/569465] Loss : 0.6143
140
+ 2024-05-29 18:53:58,167 - INFO - [204800/569465] Loss : 0.6140
141
+ 2024-05-29 18:55:38,828 - INFO - [256000/569465] Loss : 0.6140
142
+ 2024-05-29 18:56:01,542 - INFO - [268288/569465] Loss : 0.6138
143
+ 2024-05-29 18:59:05,843 - INFO - Test loss : 0.4441
144
+ 2024-05-29 18:59:05,843 - INFO -
145
+ Epoch 15
146
+ 2024-05-29 19:00:43,289 - INFO - [51200/569465] Loss : 0.6063
147
+ 2024-05-29 19:02:24,500 - INFO - [102400/569465] Loss : 0.6048
148
+ 2024-05-29 19:04:05,955 - INFO - [153600/569465] Loss : 0.6043
149
+ 2024-05-29 19:05:47,374 - INFO - [204800/569465] Loss : 0.6029
150
+ 2024-05-29 19:07:28,741 - INFO - [256000/569465] Loss : 0.6028
151
+ 2024-05-29 19:07:51,315 - INFO - [268288/569465] Loss : 0.6027
152
+ 2024-05-29 19:10:55,088 - INFO - Test loss : 0.4502
153
+ 2024-05-29 19:10:55,088 - INFO -
154
+ Epoch 16
155
+ 2024-05-29 19:12:38,915 - INFO - [51200/569465] Loss : 0.5948
156
+ 2024-05-29 19:14:20,479 - INFO - [102400/569465] Loss : 0.5945
157
+ 2024-05-29 19:16:02,055 - INFO - [153600/569465] Loss : 0.5945
158
+ 2024-05-29 19:17:43,709 - INFO - [204800/569465] Loss : 0.5932
159
+ 2024-05-29 19:19:26,453 - INFO - [256000/569465] Loss : 0.5924
160
+ 2024-05-29 19:19:49,623 - INFO - [268288/569465] Loss : 0.5922
161
+ 2024-05-29 19:22:53,749 - INFO - Test loss : 0.4629
162
+ 2024-05-29 19:22:53,749 - INFO -
163
+ Epoch 17
164
+ 2024-05-29 19:24:37,769 - INFO - [51200/569465] Loss : 0.5831
165
+ 2024-05-29 19:26:19,395 - INFO - [102400/569465] Loss : 0.5832
166
+ 2024-05-29 19:28:01,019 - INFO - [153600/569465] Loss : 0.5823
167
+ 2024-05-29 19:29:42,312 - INFO - [204800/569465] Loss : 0.5819
168
+ 2024-05-29 19:31:23,906 - INFO - [256000/569465] Loss : 0.5821
169
+ 2024-05-29 19:31:46,603 - INFO - [268288/569465] Loss : 0.5821
170
+ 2024-05-29 19:34:51,054 - INFO - Test loss : 0.4689
171
+ 2024-05-29 19:34:51,055 - INFO -
172
+ Epoch 18
173
+ 2024-05-29 19:36:34,849 - INFO - [51200/569465] Loss : 0.5755
174
+ 2024-05-29 19:38:16,403 - INFO - [102400/569465] Loss : 0.5765
175
+ 2024-05-29 19:39:57,921 - INFO - [153600/569465] Loss : 0.5757
176
+ 2024-05-29 19:41:41,060 - INFO - [204800/569465] Loss : 0.5754
177
+ 2024-05-29 19:43:22,346 - INFO - [256000/569465] Loss : 0.5751
178
+ 2024-05-29 19:43:45,097 - INFO - [268288/569465] Loss : 0.5751
179
+ 2024-05-29 19:46:49,332 - INFO - Test loss : 0.4810
180
+ 2024-05-29 19:46:49,332 - INFO -
181
+ Epoch 19
182
+ 2024-05-29 19:48:32,892 - INFO - [51200/569465] Loss : 0.5680
183
+ 2024-05-29 19:50:14,438 - INFO - [102400/569465] Loss : 0.5681
184
+ 2024-05-29 19:51:55,772 - INFO - [153600/569465] Loss : 0.5675
185
+ 2024-05-29 19:53:36,896 - INFO - [204800/569465] Loss : 0.5673
186
+ 2024-05-29 19:55:18,191 - INFO - [256000/569465] Loss : 0.5673
187
+ 2024-05-29 19:55:40,874 - INFO - [268288/569465] Loss : 0.5671
188
+ 2024-05-29 19:58:45,847 - INFO - Test loss : 0.4889
189
+ 2024-05-29 19:58:45,847 - INFO -
190
+ Epoch 20
191
+ 2024-05-29 20:00:16,621 - INFO - [51200/569465] Loss : 0.5624
192
+ 2024-05-29 20:01:46,762 - INFO - [102400/569465] Loss : 0.5620
193
+ 2024-05-29 20:03:15,910 - INFO - [153600/569465] Loss : 0.5611
194
+ 2024-05-29 20:04:44,424 - INFO - [204800/569465] Loss : 0.5609
195
+ 2024-05-29 20:06:12,771 - INFO - [256000/569465] Loss : 0.5603
196
+ 2024-05-29 20:06:32,459 - INFO - [268288/569465] Loss : 0.5603
197
+ 2024-05-29 20:09:12,901 - INFO - Test loss : 0.5004
198
+ 2024-05-29 20:09:12,902 - INFO -
199
+ Epoch 21
200
+ 2024-05-29 20:10:43,327 - INFO - [51200/569465] Loss : 0.5535
201
+ 2024-05-29 20:12:11,943 - INFO - [102400/569465] Loss : 0.5542
202
+ 2024-05-29 20:13:40,582 - INFO - [153600/569465] Loss : 0.5523
203
+ 2024-05-29 20:15:08,982 - INFO - [204800/569465] Loss : 0.5522
204
+ 2024-05-29 20:16:37,239 - INFO - [256000/569465] Loss : 0.5522
205
+ 2024-05-29 20:16:57,046 - INFO - [268288/569465] Loss : 0.5520
206
+ 2024-05-29 20:19:37,797 - INFO - Test loss : 0.5081
207
+ 2024-05-29 20:19:37,797 - INFO -
208
+ Epoch 22
209
+ 2024-05-29 20:21:09,947 - INFO - [51200/569465] Loss : 0.5472
210
+ 2024-05-29 20:22:38,661 - INFO - [102400/569465] Loss : 0.5457
211
+ 2024-05-29 20:24:06,872 - INFO - [153600/569465] Loss : 0.5469
212
+ 2024-05-29 20:25:35,143 - INFO - [204800/569465] Loss : 0.5467
213
+ 2024-05-29 20:27:03,289 - INFO - [256000/569465] Loss : 0.5466
214
+ 2024-05-29 20:27:23,167 - INFO - [268288/569465] Loss : 0.5467
215
+ 2024-05-29 20:30:04,129 - INFO - Test loss : 0.5176
216
+ 2024-05-29 20:30:04,129 - INFO -
217
+ Epoch 23
218
+ 2024-05-29 20:31:34,657 - INFO - [51200/569465] Loss : 0.5416
219
+ 2024-05-29 20:33:03,034 - INFO - [102400/569465] Loss : 0.5407
220
+ 2024-05-29 20:34:31,585 - INFO - [153600/569465] Loss : 0.5406
221
+ 2024-05-29 20:35:59,994 - INFO - [204800/569465] Loss : 0.5406
222
+ 2024-05-29 20:37:30,350 - INFO - [256000/569465] Loss : 0.5409
223
+ 2024-05-29 20:37:48,427 - INFO - [268288/569465] Loss : 0.5408
224
+ 2024-05-29 20:40:28,132 - INFO - Test loss : 0.5283
225
+ 2024-05-29 20:40:28,133 - INFO -
226
+ Epoch 24
227
+ 2024-05-29 20:41:58,148 - INFO - [51200/569465] Loss : 0.5346
228
+ 2024-05-29 20:43:26,116 - INFO - [102400/569465] Loss : 0.5335
229
+ 2024-05-29 20:44:54,313 - INFO - [153600/569465] Loss : 0.5348
230
+ 2024-05-29 20:46:22,312 - INFO - [204800/569465] Loss : 0.5344
231
+ 2024-05-29 20:47:50,385 - INFO - [256000/569465] Loss : 0.5346
232
+ 2024-05-29 20:48:10,184 - INFO - [268288/569465] Loss : 0.5348
233
+ 2024-05-29 20:50:50,340 - INFO - Test loss : 0.5376
234
+ 2024-05-29 20:50:50,341 - INFO -
235
+ Epoch 25
236
+ 2024-05-29 20:52:20,367 - INFO - [51200/569465] Loss : 0.5290
237
+ 2024-05-29 20:53:48,342 - INFO - [102400/569465] Loss : 0.5295
238
+ 2024-05-29 20:55:16,392 - INFO - [153600/569465] Loss : 0.5293
239
+ 2024-05-29 20:56:44,343 - INFO - [204800/569465] Loss : 0.5294
240
+ 2024-05-29 20:58:14,706 - INFO - [256000/569465] Loss : 0.5295
241
+ 2024-05-29 20:58:35,499 - INFO - [268288/569465] Loss : 0.5293
242
+ 2024-05-29 21:01:15,655 - INFO - Test loss : 0.5495
243
+ 2024-05-29 21:01:15,655 - INFO -
244
+ Epoch 26
245
+ 2024-05-29 21:02:45,561 - INFO - [51200/569465] Loss : 0.5240
246
+ 2024-05-29 21:04:13,926 - INFO - [102400/569465] Loss : 0.5233
247
+ 2024-05-29 21:05:41,956 - INFO - [153600/569465] Loss : 0.5232
248
+ 2024-05-29 21:07:09,926 - INFO - [204800/569465] Loss : 0.5239
249
+ 2024-05-29 21:08:37,889 - INFO - [256000/569465] Loss : 0.5236
250
+ 2024-05-29 21:08:57,573 - INFO - [268288/569465] Loss : 0.5237
251
+ 2024-05-29 21:11:37,518 - INFO - Test loss : 0.5630
252
+ 2024-05-29 21:11:37,518 - INFO -
253
+ Epoch 27
254
+ 2024-05-29 21:13:07,506 - INFO - [51200/569465] Loss : 0.5196
255
+ 2024-05-29 21:14:35,490 - INFO - [102400/569465] Loss : 0.5207
256
+ 2024-05-29 21:16:03,646 - INFO - [153600/569465] Loss : 0.5198
257
+ 2024-05-29 21:17:35,026 - INFO - [204800/569465] Loss : 0.5195
258
+ 2024-05-29 21:19:02,954 - INFO - [256000/569465] Loss : 0.5190
259
+ 2024-05-29 21:19:22,647 - INFO - [268288/569465] Loss : 0.5190
260
+ 2024-05-29 21:22:02,804 - INFO - Test loss : 0.5754
261
+ 2024-05-29 21:22:02,804 - INFO -
262
+ Epoch 28
263
+ 2024-05-29 21:23:32,949 - INFO - [51200/569465] Loss : 0.5167
264
+ 2024-05-29 21:25:00,978 - INFO - [102400/569465] Loss : 0.5166
265
+ 2024-05-29 21:26:28,901 - INFO - [153600/569465] Loss : 0.5164
266
+ 2024-05-29 21:27:56,816 - INFO - [204800/569465] Loss : 0.5155
267
+ 2024-05-29 21:29:24,470 - INFO - [256000/569465] Loss : 0.5152
268
+ 2024-05-29 21:29:44,199 - INFO - [268288/569465] Loss : 0.5150
269
+ 2024-05-29 21:32:24,164 - INFO - Test loss : 0.5856
270
+ 2024-05-29 21:32:24,164 - INFO -
271
+ Epoch 29
272
+ 2024-05-29 21:33:54,315 - INFO - [51200/569465] Loss : 0.5110
273
+ 2024-05-29 21:35:22,828 - INFO - [102400/569465] Loss : 0.5093
274
+ 2024-05-29 21:36:54,178 - INFO - [153600/569465] Loss : 0.5097
275
+ 2024-05-29 21:38:21,937 - INFO - [204800/569465] Loss : 0.5098
276
+ 2024-05-29 21:39:49,567 - INFO - [256000/569465] Loss : 0.5094
277
+ 2024-05-29 21:40:09,207 - INFO - [268288/569465] Loss : 0.5093
278
+ 2024-05-29 21:42:48,927 - INFO - Test loss : 0.6004
279
+ 2024-05-29 21:42:48,927 - INFO -
280
+ Epoch 30
281
+ 2024-05-29 21:44:18,947 - INFO - [51200/569465] Loss : 0.5064
282
+ 2024-05-29 21:45:47,081 - INFO - [102400/569465] Loss : 0.5071
283
+ 2024-05-29 21:47:14,976 - INFO - [153600/569465] Loss : 0.5066
284
+ 2024-05-29 21:48:42,591 - INFO - [204800/569465] Loss : 0.5062
285
+ 2024-05-29 21:50:10,388 - INFO - [256000/569465] Loss : 0.5066
286
+ 2024-05-29 21:50:30,168 - INFO - [268288/569465] Loss : 0.5067
287
+ 2024-05-29 21:53:10,006 - INFO - Test loss : 0.6067
288
+ 2024-05-29 21:53:10,006 - INFO -
289
+ Epoch 31
290
+ 2024-05-29 21:54:42,174 - INFO - [51200/569465] Loss : 0.5021
291
+ 2024-05-29 21:56:11,559 - INFO - [102400/569465] Loss : 0.5026
292
+ 2024-05-29 21:57:38,434 - INFO - [153600/569465] Loss : 0.5023
293
+ 2024-05-29 21:59:06,068 - INFO - [204800/569465] Loss : 0.5025
294
+ 2024-05-29 22:00:34,133 - INFO - [256000/569465] Loss : 0.5022
295
+ 2024-05-29 22:00:53,727 - INFO - [268288/569465] Loss : 0.5023
296
+ 2024-05-29 22:03:33,875 - INFO - Test loss : 0.6188
297
+ 2024-05-29 22:03:33,875 - INFO -
298
+ Epoch 32
299
+ 2024-05-29 22:05:03,550 - INFO - [51200/569465] Loss : 0.4987
300
+ 2024-05-29 22:06:31,629 - INFO - [102400/569465] Loss : 0.4987
301
+ 2024-05-29 22:07:59,332 - INFO - [153600/569465] Loss : 0.4980
302
+ 2024-05-29 22:09:26,843 - INFO - [204800/569465] Loss : 0.4982
303
+ 2024-05-29 22:10:54,510 - INFO - [256000/569465] Loss : 0.4986
304
+ 2024-05-29 22:11:14,242 - INFO - [268288/569465] Loss : 0.4985
305
+ 2024-05-29 22:13:57,759 - INFO - Test loss : 0.6290
306
+ 2024-05-29 22:13:57,759 - INFO -
307
+ Epoch 33
308
+ 2024-05-29 22:15:27,560 - INFO - [51200/569465] Loss : 0.4953
309
+ 2024-05-29 22:16:55,591 - INFO - [102400/569465] Loss : 0.4958
310
+ 2024-05-29 22:18:23,479 - INFO - [153600/569465] Loss : 0.4955
311
+ 2024-05-29 22:19:51,127 - INFO - [204800/569465] Loss : 0.4957
312
+ 2024-05-29 22:21:18,878 - INFO - [256000/569465] Loss : 0.4959
313
+ 2024-05-29 22:21:38,588 - INFO - [268288/569465] Loss : 0.4959
314
+ 2024-05-29 22:24:18,232 - INFO - Test loss : 0.6385
315
+ 2024-05-29 22:24:18,232 - INFO -
316
+ Epoch 34
317
+ 2024-05-29 22:25:47,924 - INFO - [51200/569465] Loss : 0.4896
318
+ 2024-05-29 22:27:16,053 - INFO - [102400/569465] Loss : 0.4916
319
+ 2024-05-29 22:28:41,071 - INFO - [153600/569465] Loss : 0.4914
320
+ 2024-05-29 22:30:08,714 - INFO - [204800/569465] Loss : 0.4908
321
+ 2024-05-29 22:31:36,691 - INFO - [256000/569465] Loss : 0.4911
322
+ 2024-05-29 22:31:55,747 - INFO - [268288/569465] Loss : 0.4912
323
+ 2024-05-29 22:34:39,957 - INFO - Test loss : 0.6498
324
+ 2024-05-29 22:34:39,957 - INFO -
325
+ Epoch 35
326
+ 2024-05-29 22:36:09,180 - INFO - [51200/569465] Loss : 0.4898
327
+ 2024-05-29 22:37:37,078 - INFO - [102400/569465] Loss : 0.4889
328
+ 2024-05-29 22:39:04,681 - INFO - [153600/569465] Loss : 0.4878
329
+ 2024-05-29 22:40:32,349 - INFO - [204800/569465] Loss : 0.4881
330
+ 2024-05-29 22:42:00,206 - INFO - [256000/569465] Loss : 0.4882
331
+ 2024-05-29 22:42:19,939 - INFO - [268288/569465] Loss : 0.4882
332
+ 2024-05-29 22:44:59,761 - INFO - Test loss : 0.6601
333
+ 2024-05-29 22:44:59,761 - INFO -
334
+ Epoch 36
335
+ 2024-05-29 22:46:29,576 - INFO - [51200/569465] Loss : 0.4857
336
+ 2024-05-29 22:47:57,405 - INFO - [102400/569465] Loss : 0.4869
337
+ 2024-05-29 22:49:24,946 - INFO - [153600/569465] Loss : 0.4861
338
+ 2024-05-29 22:50:52,062 - INFO - [204800/569465] Loss : 0.4858
339
+ 2024-05-29 22:52:24,139 - INFO - [256000/569465] Loss : 0.4856
340
+ 2024-05-29 22:52:43,901 - INFO - [268288/569465] Loss : 0.4857
341
+ 2024-05-29 22:55:23,529 - INFO - Test loss : 0.6721
342
+ 2024-05-29 22:55:23,529 - INFO -
343
+ Epoch 37
344
+ 2024-05-29 22:56:52,157 - INFO - [51200/569465] Loss : 0.4823
345
+ 2024-05-29 22:58:20,058 - INFO - [102400/569465] Loss : 0.4831
346
+ 2024-05-29 22:59:47,647 - INFO - [153600/569465] Loss : 0.4824
347
+ 2024-05-29 23:01:15,480 - INFO - [204800/569465] Loss : 0.4823
348
+ 2024-05-29 23:02:43,407 - INFO - [256000/569465] Loss : 0.4822
349
+ 2024-05-29 23:03:02,941 - INFO - [268288/569465] Loss : 0.4823
350
+ 2024-05-29 23:05:43,000 - INFO - Test loss : 0.6801
351
+ 2024-05-29 23:05:43,000 - INFO -
352
+ Epoch 38
353
+ 2024-05-29 23:07:13,048 - INFO - [51200/569465] Loss : 0.4785
354
+ 2024-05-29 23:08:40,163 - INFO - [102400/569465] Loss : 0.4789
355
+ 2024-05-29 23:10:04,457 - INFO - [153600/569465] Loss : 0.4794
356
+ 2024-05-29 23:11:35,656 - INFO - [204800/569465] Loss : 0.4786
357
+ 2024-05-29 23:13:03,738 - INFO - [256000/569465] Loss : 0.4790
358
+ 2024-05-29 23:13:23,482 - INFO - [268288/569465] Loss : 0.4791
359
+ 2024-05-29 23:16:03,441 - INFO - Test loss : 0.6926
360
+ 2024-05-29 23:16:03,441 - INFO -
361
+ Epoch 39
362
+ 2024-05-29 23:17:33,088 - INFO - [51200/569465] Loss : 0.4742
363
+ 2024-05-29 23:19:00,874 - INFO - [102400/569465] Loss : 0.4760
364
+ 2024-05-29 23:20:28,385 - INFO - [153600/569465] Loss : 0.4770
365
+ 2024-05-29 23:21:55,792 - INFO - [204800/569465] Loss : 0.4774
366
+ 2024-05-29 23:23:23,864 - INFO - [256000/569465] Loss : 0.4774
367
+ 2024-05-29 23:23:43,514 - INFO - [268288/569465] Loss : 0.4773
368
+ 2024-05-29 23:26:23,481 - INFO - Test loss : 0.7007
369
+ 2024-05-29 23:26:23,481 - INFO -
370
+ Epoch 40
371
+ 2024-05-29 23:27:53,248 - INFO - [51200/569465] Loss : 0.4747
372
+ 2024-05-29 23:29:21,871 - INFO - [102400/569465] Loss : 0.4745
373
+ 2024-05-29 23:30:52,213 - INFO - [153600/569465] Loss : 0.4743
374
+ 2024-05-29 23:32:19,688 - INFO - [204800/569465] Loss : 0.4741
375
+ 2024-05-29 23:33:47,614 - INFO - [256000/569465] Loss : 0.4741
376
+ 2024-05-29 23:34:07,453 - INFO - [268288/569465] Loss : 0.4742
377
+ 2024-05-29 23:36:44,882 - INFO - Test loss : 0.7123
378
+ 2024-05-29 23:36:44,883 - INFO -
379
+ Epoch 41
380
+ 2024-05-29 23:38:14,382 - INFO - [51200/569465] Loss : 0.4724
381
+ 2024-05-29 23:39:42,361 - INFO - [102400/569465] Loss : 0.4723
382
+ 2024-05-29 23:41:09,863 - INFO - [153600/569465] Loss : 0.4724
383
+ 2024-05-29 23:42:36,929 - INFO - [204800/569465] Loss : 0.4721
384
+ 2024-05-29 23:44:00,920 - INFO - [256000/569465] Loss : 0.4723
385
+ 2024-05-29 23:44:20,489 - INFO - [268288/569465] Loss : 0.4722
386
+ 2024-05-29 23:46:59,458 - INFO - Test loss : 0.7251
387
+ 2024-05-29 23:46:59,458 - INFO -
388
+ Epoch 42
389
+ 2024-05-29 23:48:29,312 - INFO - [51200/569465] Loss : 0.4694
390
+ 2024-05-29 23:50:01,073 - INFO - [102400/569465] Loss : 0.4695
391
+ 2024-05-29 23:51:27,506 - INFO - [153600/569465] Loss : 0.4690
392
+ 2024-05-29 23:52:49,604 - INFO - [204800/569465] Loss : 0.4694
393
+ 2024-05-29 23:54:13,626 - INFO - [256000/569465] Loss : 0.4696
394
+ 2024-05-29 23:54:32,729 - INFO - [268288/569465] Loss : 0.4696
395
+ 2024-05-29 23:57:12,603 - INFO - Test loss : 0.7356
396
+ 2024-05-29 23:57:12,607 - INFO -
397
+ Epoch 43
398
+ 2024-05-29 23:58:42,583 - INFO - [51200/569465] Loss : 0.4673
399
+ 2024-05-30 00:00:10,661 - INFO - [102400/569465] Loss : 0.4673
400
+ 2024-05-30 00:01:38,177 - INFO - [153600/569465] Loss : 0.4678
401
+ 2024-05-30 00:03:03,968 - INFO - [204800/569465] Loss : 0.4670
402
+ 2024-05-30 00:04:30,817 - INFO - [256000/569465] Loss : 0.4669
403
+ 2024-05-30 00:04:50,525 - INFO - [268288/569465] Loss : 0.4670
404
+ 2024-05-30 00:07:29,989 - INFO - Test loss : 0.7435
405
+ 2024-05-30 00:07:29,990 - INFO -
406
+ Epoch 44
407
+ 2024-05-30 00:08:57,961 - INFO - [51200/569465] Loss : 0.4655
408
+ 2024-05-30 00:10:28,423 - INFO - [102400/569465] Loss : 0.4657
409
+ 2024-05-30 00:11:52,264 - INFO - [153600/569465] Loss : 0.4651
410
+ 2024-05-30 00:13:18,137 - INFO - [204800/569465] Loss : 0.4653
411
+ 2024-05-30 00:14:45,920 - INFO - [256000/569465] Loss : 0.4657
412
+ 2024-05-30 00:15:05,455 - INFO - [268288/569465] Loss : 0.4657
413
+ 2024-05-30 00:17:41,276 - INFO - Test loss : 0.7517
414
+ 2024-05-30 00:17:41,276 - INFO -
415
+ Epoch 45
416
+ 2024-05-30 00:19:10,000 - INFO - [51200/569465] Loss : 0.4631
417
+ 2024-05-30 00:20:35,085 - INFO - [102400/569465] Loss : 0.4626
418
+ 2024-05-30 00:22:02,418 - INFO - [153600/569465] Loss : 0.4625
419
+ 2024-05-30 00:23:29,856 - INFO - [204800/569465] Loss : 0.4622
420
+ 2024-05-30 00:24:57,565 - INFO - [256000/569465] Loss : 0.4623
421
+ 2024-05-30 00:25:17,199 - INFO - [268288/569465] Loss : 0.4623
422
+ 2024-05-30 00:27:58,324 - INFO - Test loss : 0.7656
423
+ 2024-05-30 00:27:58,324 - INFO -
424
+ Epoch 46
425
+ 2024-05-30 00:29:28,711 - INFO - [51200/569465] Loss : 0.4597
426
+ 2024-05-30 00:30:56,799 - INFO - [102400/569465] Loss : 0.4620
427
+ 2024-05-30 00:32:24,578 - INFO - [153600/569465] Loss : 0.4620
428
+ 2024-05-30 00:33:52,532 - INFO - [204800/569465] Loss : 0.4612
429
+ 2024-05-30 00:35:20,748 - INFO - [256000/569465] Loss : 0.4608
430
+ 2024-05-30 00:35:40,533 - INFO - [268288/569465] Loss : 0.4607
431
+ 2024-05-30 00:38:20,891 - INFO - Test loss : 0.7755
432
+ 2024-05-30 00:38:20,892 - INFO -
433
+ Epoch 47
434
+ 2024-05-30 00:39:51,017 - INFO - [51200/569465] Loss : 0.4612
435
+ 2024-05-30 00:41:19,085 - INFO - [102400/569465] Loss : 0.4598
436
+ 2024-05-30 00:42:46,784 - INFO - [153600/569465] Loss : 0.4591
437
+ 2024-05-30 00:44:14,742 - INFO - [204800/569465] Loss : 0.4590
438
+ 2024-05-30 00:45:43,029 - INFO - [256000/569465] Loss : 0.4587
439
+ 2024-05-30 00:46:02,734 - INFO - [268288/569465] Loss : 0.4587
440
+ 2024-05-30 00:48:44,070 - INFO - Test loss : 0.7866
441
+ 2024-05-30 00:48:44,070 - INFO -
442
+ Epoch 48
443
+ 2024-05-30 00:50:14,357 - INFO - [51200/569465] Loss : 0.4582
444
+ 2024-05-30 00:51:42,306 - INFO - [102400/569465] Loss : 0.4577
445
+ 2024-05-30 00:53:10,073 - INFO - [153600/569465] Loss : 0.4570
446
+ 2024-05-30 00:54:38,078 - INFO - [204800/569465] Loss : 0.4573
447
+ 2024-05-30 00:56:06,338 - INFO - [256000/569465] Loss : 0.4574
448
+ 2024-05-30 00:56:26,123 - INFO - [268288/569465] Loss : 0.4575
449
+ 2024-05-30 00:59:06,419 - INFO - Test loss : 0.7910
450
+ 2024-05-30 00:59:06,419 - INFO -
451
+ Epoch 49
452
+ 2024-05-30 01:00:36,517 - INFO - [51200/569465] Loss : 0.4547
453
+ 2024-05-30 01:02:04,554 - INFO - [102400/569465] Loss : 0.4545
454
+ 2024-05-30 01:03:32,366 - INFO - [153600/569465] Loss : 0.4553
455
+ 2024-05-30 01:05:00,338 - INFO - [204800/569465] Loss : 0.4550
456
+ 2024-05-30 01:06:28,951 - INFO - [256000/569465] Loss : 0.4554
457
+ 2024-05-30 01:06:48,929 - INFO - [268288/569465] Loss : 0.4552
458
+ 2024-05-30 01:09:29,796 - INFO - Test loss : 0.8023
459
+ 2024-05-30 01:09:29,816 - INFO -
460
+ Epoch 50
461
+ 2024-05-30 01:10:59,964 - INFO - [51200/569465] Loss : 0.4540
462
+ 2024-05-30 01:12:27,975 - INFO - [102400/569465] Loss : 0.4531
463
+ 2024-05-30 01:13:55,711 - INFO - [153600/569465] Loss : 0.4533
464
+ 2024-05-30 01:15:23,725 - INFO - [204800/569465] Loss : 0.4534
465
+ 2024-05-30 01:16:51,976 - INFO - [256000/569465] Loss : 0.4534
466
+ 2024-05-30 01:17:11,711 - INFO - [268288/569465] Loss : 0.4534
467
+ 2024-05-30 01:19:52,038 - INFO - Test loss : 0.8114
468
+ 2024-05-30 01:19:52,038 - INFO -
469
+ Epoch 51
470
+ 2024-05-30 01:21:22,173 - INFO - [51200/569465] Loss : 0.4521
471
+ 2024-05-30 01:22:50,271 - INFO - [102400/569465] Loss : 0.4509
472
+ 2024-05-30 01:24:17,961 - INFO - [153600/569465] Loss : 0.4515
473
+ 2024-05-30 01:25:46,881 - INFO - [204800/569465] Loss : 0.4517
474
+ 2024-05-30 01:27:15,266 - INFO - [256000/569465] Loss : 0.4517
475
+ 2024-05-30 01:27:34,976 - INFO - [268288/569465] Loss : 0.4517
476
+ 2024-05-30 01:30:15,313 - INFO - Test loss : 0.8207
477
+ 2024-05-30 01:30:15,313 - INFO -
478
+ Epoch 52
479
+ 2024-05-30 01:31:45,461 - INFO - [51200/569465] Loss : 0.4508
480
+ 2024-05-30 01:33:13,476 - INFO - [102400/569465] Loss : 0.4509
481
+ 2024-05-30 01:34:41,234 - INFO - [153600/569465] Loss : 0.4510
482
+ 2024-05-30 01:36:09,353 - INFO - [204800/569465] Loss : 0.4505
483
+ 2024-05-30 01:37:37,626 - INFO - [256000/569465] Loss : 0.4504
484
+ 2024-05-30 01:37:57,323 - INFO - [268288/569465] Loss : 0.4504
485
+ 2024-05-30 01:40:37,648 - INFO - Test loss : 0.8318
486
+ 2024-05-30 01:40:37,649 - INFO -
487
+ Epoch 53
488
+ 2024-05-30 01:42:07,698 - INFO - [51200/569465] Loss : 0.4495
489
+ 2024-05-30 01:43:36,206 - INFO - [102400/569465] Loss : 0.4486
490
+ 2024-05-30 01:45:04,706 - INFO - [153600/569465] Loss : 0.4487
491
+ 2024-05-30 01:46:32,699 - INFO - [204800/569465] Loss : 0.4481
492
+ 2024-05-30 01:48:00,969 - INFO - [256000/569465] Loss : 0.4482
493
+ 2024-05-30 01:48:20,729 - INFO - [268288/569465] Loss : 0.4482
494
+ 2024-05-30 01:51:00,992 - INFO - Test loss : 0.8379
495
+ 2024-05-30 01:51:00,992 - INFO -
496
+ Epoch 54
497
+ 2024-05-30 01:52:31,129 - INFO - [51200/569465] Loss : 0.4473
498
+ 2024-05-30 01:53:59,153 - INFO - [102400/569465] Loss : 0.4468
499
+ 2024-05-30 01:55:26,893 - INFO - [153600/569465] Loss : 0.4463
500
+ 2024-05-30 01:56:54,936 - INFO - [204800/569465] Loss : 0.4466
501
+ 2024-05-30 01:58:23,109 - INFO - [256000/569465] Loss : 0.4465
502
+ 2024-05-30 01:58:42,884 - INFO - [268288/569465] Loss : 0.4467
503
+ 2024-05-30 02:01:23,209 - INFO - Test loss : 0.8454
504
+ 2024-05-30 02:01:23,209 - INFO -
505
+ Epoch 55
506
+ 2024-05-30 02:02:54,362 - INFO - [51200/569465] Loss : 0.4447
507
+ 2024-05-30 02:04:22,416 - INFO - [102400/569465] Loss : 0.4453
508
+ 2024-05-30 02:05:50,192 - INFO - [153600/569465] Loss : 0.4459
509
+ 2024-05-30 02:07:18,187 - INFO - [204800/569465] Loss : 0.4454
510
+ 2024-05-30 02:08:46,419 - INFO - [256000/569465] Loss : 0.4449
511
+ 2024-05-30 02:09:06,147 - INFO - [268288/569465] Loss : 0.4450
512
+ 2024-05-30 02:11:46,508 - INFO - Test loss : 0.8575
513
+ 2024-05-30 02:11:46,508 - INFO -
514
+ Epoch 56
515
+ 2024-05-30 02:13:16,609 - INFO - [51200/569465] Loss : 0.4434
516
+ 2024-05-30 02:14:44,572 - INFO - [102400/569465] Loss : 0.4447
517
+ 2024-05-30 02:16:12,327 - INFO - [153600/569465] Loss : 0.4444
518
+ 2024-05-30 02:17:40,325 - INFO - [204800/569465] Loss : 0.4442
519
+ 2024-05-30 02:19:08,652 - INFO - [256000/569465] Loss : 0.4440
520
+ 2024-05-30 02:19:28,437 - INFO - [268288/569465] Loss : 0.4439
521
+ 2024-05-30 02:22:09,891 - INFO - Test loss : 0.8642
522
+ 2024-05-30 02:22:09,892 - INFO -
523
+ Epoch 57
524
+ 2024-05-30 02:23:39,952 - INFO - [51200/569465] Loss : 0.4417
525
+ 2024-05-30 02:25:07,987 - INFO - [102400/569465] Loss : 0.4415
526
+ 2024-05-30 02:26:35,826 - INFO - [153600/569465] Loss : 0.4426
527
+ 2024-05-30 02:28:03,830 - INFO - [204800/569465] Loss : 0.4424
528
+ 2024-05-30 02:29:32,042 - INFO - [256000/569465] Loss : 0.4423
529
+ 2024-05-30 02:29:51,783 - INFO - [268288/569465] Loss : 0.4423
530
+ 2024-05-30 02:32:32,083 - INFO - Test loss : 0.8733
531
+ 2024-05-30 02:32:32,083 - INFO -
532
+ Epoch 58
533
+ 2024-05-30 02:34:02,140 - INFO - [51200/569465] Loss : 0.4401
534
+ 2024-05-30 02:35:30,144 - INFO - [102400/569465] Loss : 0.4399
535
+ 2024-05-30 02:36:57,926 - INFO - [153600/569465] Loss : 0.4409
536
+ 2024-05-30 02:38:25,881 - INFO - [204800/569465] Loss : 0.4406
537
+ 2024-05-30 02:39:55,243 - INFO - [256000/569465] Loss : 0.4405
538
+ 2024-05-30 02:40:15,005 - INFO - [268288/569465] Loss : 0.4406
539
+ 2024-05-30 02:42:55,350 - INFO - Test loss : 0.8805
540
+ 2024-05-30 02:42:55,350 - INFO -
541
+ Epoch 59
542
+ 2024-05-30 02:44:25,447 - INFO - [51200/569465] Loss : 0.4402
543
+ 2024-05-30 02:45:53,550 - INFO - [102400/569465] Loss : 0.4401
544
+ 2024-05-30 02:47:21,266 - INFO - [153600/569465] Loss : 0.4395
545
+ 2024-05-30 02:48:49,248 - INFO - [204800/569465] Loss : 0.4394
546
+ 2024-05-30 02:50:17,501 - INFO - [256000/569465] Loss : 0.4395
547
+ 2024-05-30 02:50:37,250 - INFO - [268288/569465] Loss : 0.4395
548
+ 2024-05-30 02:53:17,570 - INFO - Test loss : 0.8901
549
+ 2024-05-30 02:53:17,570 - INFO -
550
+ Epoch 60
551
+ 2024-05-30 02:54:47,694 - INFO - [51200/569465] Loss : 0.4385
552
+ 2024-05-30 02:56:15,674 - INFO - [102400/569465] Loss : 0.4386
553
+ 2024-05-30 02:57:44,029 - INFO - [153600/569465] Loss : 0.4380
554
+ 2024-05-30 02:59:12,638 - INFO - [204800/569465] Loss : 0.4382
555
+ 2024-05-30 03:00:40,875 - INFO - [256000/569465] Loss : 0.4381
556
+ 2024-05-30 03:01:00,623 - INFO - [268288/569465] Loss : 0.4383
557
+ 2024-05-30 03:03:40,859 - INFO - Test loss : 0.8951
558
+ 2024-05-30 03:03:40,859 - INFO -
559
+ Epoch 61
560
+ 2024-05-30 03:05:10,877 - INFO - [51200/569465] Loss : 0.4361
561
+ 2024-05-30 03:06:38,846 - INFO - [102400/569465] Loss : 0.4372
562
+ 2024-05-30 03:08:06,678 - INFO - [153600/569465] Loss : 0.4377
563
+ 2024-05-30 03:09:34,699 - INFO - [204800/569465] Loss : 0.4378
564
+ 2024-05-30 03:11:02,968 - INFO - [256000/569465] Loss : 0.4377
565
+ 2024-05-30 03:11:22,698 - INFO - [268288/569465] Loss : 0.4378
566
+ 2024-05-30 03:14:02,829 - INFO - Test loss : 0.9053
567
+ 2024-05-30 03:14:02,829 - INFO -
568
+ Epoch 62
569
+ 2024-05-30 03:15:32,979 - INFO - [51200/569465] Loss : 0.4360
570
+ 2024-05-30 03:17:02,044 - INFO - [102400/569465] Loss : 0.4350
571
+ 2024-05-30 03:18:29,858 - INFO - [153600/569465] Loss : 0.4356
572
+ 2024-05-30 03:19:57,864 - INFO - [204800/569465] Loss : 0.4358
573
+ 2024-05-30 03:21:26,001 - INFO - [256000/569465] Loss : 0.4356
574
+ 2024-05-30 03:21:45,777 - INFO - [268288/569465] Loss : 0.4354
575
+ 2024-05-30 03:24:26,096 - INFO - Test loss : 0.9142
576
+ 2024-05-30 03:24:26,096 - INFO -
577
+ Epoch 63
578
+ 2024-05-30 03:25:56,189 - INFO - [51200/569465] Loss : 0.4363
579
+ 2024-05-30 03:27:24,192 - INFO - [102400/569465] Loss : 0.4352
580
+ 2024-05-30 03:28:52,061 - INFO - [153600/569465] Loss : 0.4354
581
+ 2024-05-30 03:30:19,973 - INFO - [204800/569465] Loss : 0.4352
582
+ 2024-05-30 03:31:48,193 - INFO - [256000/569465] Loss : 0.4353
583
+ 2024-05-30 03:32:07,939 - INFO - [268288/569465] Loss : 0.4352
584
+ 2024-05-30 03:34:49,023 - INFO - Test loss : 0.9156
585
+ 2024-05-30 03:34:49,024 - INFO -
586
+ Epoch 64
587
+ 2024-05-30 03:36:19,492 - INFO - [51200/569465] Loss : 0.4318
588
+ 2024-05-30 03:37:47,378 - INFO - [102400/569465] Loss : 0.4324
589
+ 2024-05-30 03:39:15,115 - INFO - [153600/569465] Loss : 0.4332
590
+ 2024-05-30 03:40:43,161 - INFO - [204800/569465] Loss : 0.4334
591
+ 2024-05-30 03:42:11,450 - INFO - [256000/569465] Loss : 0.4333
592
+ 2024-05-30 03:42:31,270 - INFO - [268288/569465] Loss : 0.4332
593
+ 2024-05-30 03:45:11,559 - INFO - Test loss : 0.9269
594
+ 2024-05-30 03:45:11,560 - INFO -
595
+ Epoch 65
596
+ 2024-05-30 03:46:41,518 - INFO - [51200/569465] Loss : 0.4334
597
+ 2024-05-30 03:48:09,476 - INFO - [102400/569465] Loss : 0.4333
598
+ 2024-05-30 03:49:37,329 - INFO - [153600/569465] Loss : 0.4329
599
+ 2024-05-30 03:51:05,363 - INFO - [204800/569465] Loss : 0.4330
600
+ 2024-05-30 03:52:33,706 - INFO - [256000/569465] Loss : 0.4332
601
+ 2024-05-30 03:52:53,692 - INFO - [268288/569465] Loss : 0.4332
602
+ 2024-05-30 03:55:34,748 - INFO - Test loss : 0.9326
603
+ 2024-05-30 03:55:34,748 - INFO -
604
+ Epoch 66
605
+ 2024-05-30 03:57:04,826 - INFO - [51200/569465] Loss : 0.4314
606
+ 2024-05-30 03:58:32,812 - INFO - [102400/569465] Loss : 0.4309
607
+ 2024-05-30 04:00:00,602 - INFO - [153600/569465] Loss : 0.4311
608
+ 2024-05-30 04:01:28,648 - INFO - [204800/569465] Loss : 0.4315
609
+ 2024-05-30 04:02:56,906 - INFO - [256000/569465] Loss : 0.4314
610
+ 2024-05-30 04:03:16,650 - INFO - [268288/569465] Loss : 0.4312
611
+ 2024-05-30 04:05:56,903 - INFO - Test loss : 0.9431
612
+ 2024-05-30 04:05:56,903 - INFO -
613
+ Epoch 67
614
+ 2024-05-30 04:07:26,950 - INFO - [51200/569465] Loss : 0.4299
615
+ 2024-05-30 04:08:54,944 - INFO - [102400/569465] Loss : 0.4311
616
+ 2024-05-30 04:10:23,649 - INFO - [153600/569465] Loss : 0.4306
617
+ 2024-05-30 04:11:50,279 - INFO - [204800/569465] Loss : 0.4311
618
+ 2024-05-30 04:13:18,482 - INFO - [256000/569465] Loss : 0.4308
619
+ 2024-05-30 04:13:38,233 - INFO - [268288/569465] Loss : 0.4306
620
+ 2024-05-30 04:16:18,438 - INFO - Test loss : 0.9509
621
+ 2024-05-30 04:16:18,438 - INFO -
622
+ Epoch 68
623
+ 2024-05-30 04:17:48,451 - INFO - [51200/569465] Loss : 0.4285
624
+ 2024-05-30 04:19:16,296 - INFO - [102400/569465] Loss : 0.4279
625
+ 2024-05-30 04:20:43,988 - INFO - [153600/569465] Loss : 0.4279
626
+ 2024-05-30 04:22:12,040 - INFO - [204800/569465] Loss : 0.4279
627
+ 2024-05-30 04:23:40,256 - INFO - [256000/569465] Loss : 0.4287
628
+ 2024-05-30 04:23:59,964 - INFO - [268288/569465] Loss : 0.4287
629
+ 2024-05-30 04:26:40,132 - INFO - Test loss : 0.9572
630
+ 2024-05-30 04:26:40,132 - INFO -
631
+ Epoch 69
632
+ 2024-05-30 04:28:10,041 - INFO - [51200/569465] Loss : 0.4278
633
+ 2024-05-30 04:29:37,928 - INFO - [102400/569465] Loss : 0.4281
634
+ 2024-05-30 04:31:07,329 - INFO - [153600/569465] Loss : 0.4289
635
+ 2024-05-30 04:32:35,356 - INFO - [204800/569465] Loss : 0.4291
636
+ 2024-05-30 04:34:03,586 - INFO - [256000/569465] Loss : 0.4286
637
+ 2024-05-30 04:34:23,332 - INFO - [268288/569465] Loss : 0.4287
638
+ 2024-05-30 04:37:03,401 - INFO - Test loss : 0.9632
639
+ 2024-05-30 04:37:03,401 - INFO -
640
+ Epoch 70
641
+ 2024-05-30 04:38:33,435 - INFO - [51200/569465] Loss : 0.4276
642
+ 2024-05-30 04:40:01,299 - INFO - [102400/569465] Loss : 0.4279
643
+ 2024-05-30 04:41:29,027 - INFO - [153600/569465] Loss : 0.4280
644
+ 2024-05-30 04:42:57,059 - INFO - [204800/569465] Loss : 0.4276
645
+ 2024-05-30 04:44:25,182 - INFO - [256000/569465] Loss : 0.4275
646
+ 2024-05-30 04:44:44,950 - INFO - [268288/569465] Loss : 0.4276
647
+ 2024-05-30 04:47:25,143 - INFO - Test loss : 0.9704
648
+ 2024-05-30 04:47:25,143 - INFO -
649
+ Epoch 71
650
+ 2024-05-30 04:48:55,935 - INFO - [51200/569465] Loss : 0.4268
651
+ 2024-05-30 04:50:24,613 - INFO - [102400/569465] Loss : 0.4270
652
+ 2024-05-30 04:51:52,426 - INFO - [153600/569465] Loss : 0.4270
653
+ 2024-05-30 04:53:20,357 - INFO - [204800/569465] Loss : 0.4271
654
+ 2024-05-30 04:54:48,540 - INFO - [256000/569465] Loss : 0.4265
655
+ 2024-05-30 04:55:08,263 - INFO - [268288/569465] Loss : 0.4265
656
+ 2024-05-30 04:57:48,562 - INFO - Test loss : 0.9777
657
+ 2024-05-30 04:57:48,562 - INFO -
658
+ Epoch 72
659
+ 2024-05-30 04:59:18,568 - INFO - [51200/569465] Loss : 0.4240
660
+ 2024-05-30 05:00:46,391 - INFO - [102400/569465] Loss : 0.4246
661
+ 2024-05-30 05:02:14,075 - INFO - [153600/569465] Loss : 0.4247
662
+ 2024-05-30 05:03:42,084 - INFO - [204800/569465] Loss : 0.4251
663
+ 2024-05-30 05:05:10,300 - INFO - [256000/569465] Loss : 0.4250
664
+ 2024-05-30 05:05:30,088 - INFO - [268288/569465] Loss : 0.4250
665
+ 2024-05-30 05:08:11,930 - INFO - Test loss : 0.9833
666
+ 2024-05-30 05:08:11,931 - INFO -
667
+ Epoch 73
668
+ 2024-05-30 05:09:41,803 - INFO - [51200/569465] Loss : 0.4239
669
+ 2024-05-30 05:11:09,661 - INFO - [102400/569465] Loss : 0.4247
670
+ 2024-05-30 05:12:37,455 - INFO - [153600/569465] Loss : 0.4252
671
+ 2024-05-30 05:14:05,470 - INFO - [204800/569465] Loss : 0.4248
672
+ 2024-05-30 05:15:33,654 - INFO - [256000/569465] Loss : 0.4250
673
+ 2024-05-30 05:15:53,390 - INFO - [268288/569465] Loss : 0.4252
674
+ 2024-05-30 05:18:33,540 - INFO - Test loss : 0.9862
675
+ 2024-05-30 05:18:33,540 - INFO -
676
+ Epoch 74
677
+ 2024-05-30 05:20:03,558 - INFO - [51200/569465] Loss : 0.4217
678
+ 2024-05-30 05:21:31,473 - INFO - [102400/569465] Loss : 0.4225
679
+ 2024-05-30 05:22:59,207 - INFO - [153600/569465] Loss : 0.4229
680
+ 2024-05-30 05:24:27,226 - INFO - [204800/569465] Loss : 0.4237
681
+ 2024-05-30 05:25:56,183 - INFO - [256000/569465] Loss : 0.4237
682
+ 2024-05-30 05:26:16,256 - INFO - [268288/569465] Loss : 0.4236
683
+ 2024-05-30 05:28:56,928 - INFO - Test loss : 0.9953
684
+ 2024-05-30 05:28:56,929 - INFO -
685
+ Epoch 75
686
+ 2024-05-30 05:30:26,911 - INFO - [51200/569465] Loss : 0.4235
687
+ 2024-05-30 05:31:54,849 - INFO - [102400/569465] Loss : 0.4238
688
+ 2024-05-30 05:33:22,622 - INFO - [153600/569465] Loss : 0.4230
689
+ 2024-05-30 05:34:50,571 - INFO - [204800/569465] Loss : 0.4230
690
+ 2024-05-30 05:36:18,751 - INFO - [256000/569465] Loss : 0.4234
691
+ 2024-05-30 05:36:38,534 - INFO - [268288/569465] Loss : 0.4235
692
+ 2024-05-30 05:39:18,744 - INFO - Test loss : 0.9998
693
+ 2024-05-30 05:39:18,745 - INFO -
694
+ Epoch 76
695
+ 2024-05-30 05:40:48,761 - INFO - [51200/569465] Loss : 0.4237
696
+ 2024-05-30 05:42:16,619 - INFO - [102400/569465] Loss : 0.4231
697
+ 2024-05-30 05:43:44,292 - INFO - [153600/569465] Loss : 0.4234
698
+ 2024-05-30 05:45:14,021 - INFO - [204800/569465] Loss : 0.4231
699
+ 2024-05-30 05:46:42,269 - INFO - [256000/569465] Loss : 0.4232
700
+ 2024-05-30 05:47:02,007 - INFO - [268288/569465] Loss : 0.4232
701
+ 2024-05-30 05:49:42,210 - INFO - Test loss : 1.0020
702
+ 2024-05-30 05:49:42,210 - INFO -
703
+ Epoch 77
704
+ 2024-05-30 05:51:12,114 - INFO - [51200/569465] Loss : 0.4219
705
+ 2024-05-30 05:52:39,970 - INFO - [102400/569465] Loss : 0.4213
706
+ 2024-05-30 05:54:07,837 - INFO - [153600/569465] Loss : 0.4211
707
+ 2024-05-30 05:55:35,886 - INFO - [204800/569465] Loss : 0.4211
708
+ 2024-05-30 05:57:04,063 - INFO - [256000/569465] Loss : 0.4215
709
+ 2024-05-30 05:57:23,797 - INFO - [268288/569465] Loss : 0.4216
710
+ 2024-05-30 06:00:03,939 - INFO - Test loss : 1.0077
711
+ 2024-05-30 06:00:03,939 - INFO -
712
+ Epoch 78
713
+ 2024-05-30 06:01:33,938 - INFO - [51200/569465] Loss : 0.4198
714
+ 2024-05-30 06:03:02,533 - INFO - [102400/569465] Loss : 0.4215
715
+ 2024-05-30 06:04:31,188 - INFO - [153600/569465] Loss : 0.4209
716
+ 2024-05-30 06:05:59,238 - INFO - [204800/569465] Loss : 0.4213
717
+ 2024-05-30 06:07:27,389 - INFO - [256000/569465] Loss : 0.4216
718
+ 2024-05-30 06:07:47,209 - INFO - [268288/569465] Loss : 0.4215
719
+ 2024-05-30 06:10:27,435 - INFO - Test loss : 1.0130
720
+ 2024-05-30 06:10:27,435 - INFO -
721
+ Epoch 79
722
+ 2024-05-30 06:11:57,388 - INFO - [51200/569465] Loss : 0.4209
723
+ 2024-05-30 06:13:25,306 - INFO - [102400/569465] Loss : 0.4205
724
+ 2024-05-30 06:14:53,134 - INFO - [153600/569465] Loss : 0.4205
725
+ 2024-05-30 06:16:21,125 - INFO - [204800/569465] Loss : 0.4201
726
+ 2024-05-30 06:17:49,286 - INFO - [256000/569465] Loss : 0.4204
727
+ 2024-05-30 06:18:09,014 - INFO - [268288/569465] Loss : 0.4204
728
+ 2024-05-30 06:20:49,280 - INFO - Test loss : 1.0220
729
+ 2024-05-30 06:20:49,280 - INFO -
730
+ Epoch 80
731
+ 2024-05-30 06:22:20,866 - INFO - [51200/569465] Loss : 0.4206
732
+ 2024-05-30 06:23:48,718 - INFO - [102400/569465] Loss : 0.4192
733
+ 2024-05-30 06:25:16,416 - INFO - [153600/569465] Loss : 0.4198
734
+ 2024-05-30 06:26:44,441 - INFO - [204800/569465] Loss : 0.4197
735
+ 2024-05-30 06:28:12,678 - INFO - [256000/569465] Loss : 0.4199
736
+ 2024-05-30 06:28:32,548 - INFO - [268288/569465] Loss : 0.4200
737
+ 2024-05-30 06:31:12,845 - INFO - Test loss : 1.0241
738
+ 2024-05-30 06:31:12,845 - INFO -
739
+ Epoch 81
740
+ 2024-05-30 06:32:42,752 - INFO - [51200/569465] Loss : 0.4199
741
+ 2024-05-30 06:34:10,579 - INFO - [102400/569465] Loss : 0.4192
742
+ 2024-05-30 06:35:38,453 - INFO - [153600/569465] Loss : 0.4193
743
+ 2024-05-30 06:37:06,518 - INFO - [204800/569465] Loss : 0.4192
744
+ 2024-05-30 06:38:34,742 - INFO - [256000/569465] Loss : 0.4192
745
+ 2024-05-30 06:38:54,476 - INFO - [268288/569465] Loss : 0.4191
746
+ 2024-05-30 06:41:36,342 - INFO - Test loss : 1.0309
747
+ 2024-05-30 06:41:36,342 - INFO -
748
+ Epoch 82
749
+ 2024-05-30 06:43:06,273 - INFO - [51200/569465] Loss : 0.4159
750
+ 2024-05-30 06:44:34,088 - INFO - [102400/569465] Loss : 0.4169
751
+ 2024-05-30 06:46:01,851 - INFO - [153600/569465] Loss : 0.4173
752
+ 2024-05-30 06:47:29,955 - INFO - [204800/569465] Loss : 0.4177
753
+ 2024-05-30 06:48:58,252 - INFO - [256000/569465] Loss : 0.4184
754
+ 2024-05-30 06:49:17,972 - INFO - [268288/569465] Loss : 0.4185
755
+ 2024-05-30 06:51:58,264 - INFO - Test loss : 1.0332
756
+ 2024-05-30 06:51:58,264 - INFO -
757
+ Epoch 83
758
+ 2024-05-30 06:53:28,241 - INFO - [51200/569465] Loss : 0.4183
759
+ 2024-05-30 06:54:56,167 - INFO - [102400/569465] Loss : 0.4181
760
+ 2024-05-30 06:56:23,973 - INFO - [153600/569465] Loss : 0.4179
761
+ 2024-05-30 06:57:52,015 - INFO - [204800/569465] Loss : 0.4179
762
+ 2024-05-30 06:59:21,727 - INFO - [256000/569465] Loss : 0.4180
763
+ 2024-05-30 06:59:41,560 - INFO - [268288/569465] Loss : 0.4180
764
+ 2024-05-30 07:02:21,764 - INFO - Test loss : 1.0388
765
+ 2024-05-30 07:02:21,765 - INFO -
766
+ Epoch 84
767
+ 2024-05-30 07:03:51,729 - INFO - [51200/569465] Loss : 0.4181
768
+ 2024-05-30 07:05:19,531 - INFO - [102400/569465] Loss : 0.4176
769
+ 2024-05-30 07:06:47,333 - INFO - [153600/569465] Loss : 0.4174
770
+ 2024-05-30 07:08:15,484 - INFO - [204800/569465] Loss : 0.4172
771
+ 2024-05-30 07:09:43,731 - INFO - [256000/569465] Loss : 0.4168
772
+ 2024-05-30 07:10:03,478 - INFO - [268288/569465] Loss : 0.4169
773
+ 2024-05-30 07:12:43,668 - INFO - Test loss : 1.0504
774
+ 2024-05-30 07:12:43,668 - INFO -
775
+ Epoch 85
776
+ 2024-05-30 07:14:13,615 - INFO - [51200/569465] Loss : 0.4145
777
+ 2024-05-30 07:15:41,419 - INFO - [102400/569465] Loss : 0.4160
778
+ 2024-05-30 07:17:10,079 - INFO - [153600/569465] Loss : 0.4162
779
+ 2024-05-30 07:18:39,110 - INFO - [204800/569465] Loss : 0.4165
780
+ 2024-05-30 07:20:07,312 - INFO - [256000/569465] Loss : 0.4170
781
+ 2024-05-30 07:20:27,065 - INFO - [268288/569465] Loss : 0.4170
782
+ 2024-05-30 07:23:07,278 - INFO - Test loss : 1.0509
783
+ 2024-05-30 07:23:07,278 - INFO -
784
+ Epoch 86
785
+ 2024-05-30 07:24:37,298 - INFO - [51200/569465] Loss : 0.4155
786
+ 2024-05-30 07:26:05,124 - INFO - [102400/569465] Loss : 0.4158
787
+ 2024-05-30 07:27:32,984 - INFO - [153600/569465] Loss : 0.4157
788
+ 2024-05-30 07:29:01,027 - INFO - [204800/569465] Loss : 0.4156
789
+ 2024-05-30 07:30:29,254 - INFO - [256000/569465] Loss : 0.4154
790
+ 2024-05-30 07:30:49,080 - INFO - [268288/569465] Loss : 0.4156
791
+ 2024-05-30 07:33:29,300 - INFO - Test loss : 1.0553
792
+ 2024-05-30 07:33:29,301 - INFO -
793
+ Epoch 87
794
+ 2024-05-30 07:34:59,216 - INFO - [51200/569465] Loss : 0.4136
795
+ 2024-05-30 07:36:28,599 - INFO - [102400/569465] Loss : 0.4150
796
+ 2024-05-30 07:37:56,613 - INFO - [153600/569465] Loss : 0.4157
797
+ 2024-05-30 07:39:24,687 - INFO - [204800/569465] Loss : 0.4155
798
+ 2024-05-30 07:40:52,887 - INFO - [256000/569465] Loss : 0.4156
799
+ 2024-05-30 07:41:12,645 - INFO - [268288/569465] Loss : 0.4156
800
+ 2024-05-30 07:43:53,046 - INFO - Test loss : 1.0591
801
+ 2024-05-30 07:43:53,047 - INFO -
802
+ Epoch 88
803
+ 2024-05-30 07:45:22,923 - INFO - [51200/569465] Loss : 0.4150
804
+ 2024-05-30 07:46:50,767 - INFO - [102400/569465] Loss : 0.4151
805
+ 2024-05-30 07:48:18,609 - INFO - [153600/569465] Loss : 0.4146
806
+ 2024-05-30 07:49:46,659 - INFO - [204800/569465] Loss : 0.4149
807
+ 2024-05-30 07:51:14,865 - INFO - [256000/569465] Loss : 0.4151
808
+ 2024-05-30 07:51:34,670 - INFO - [268288/569465] Loss : 0.4151
809
+ 2024-05-30 07:54:14,997 - INFO - Test loss : 1.0665
810
+ 2024-05-30 07:54:14,997 - INFO -
811
+ Epoch 89
812
+ 2024-05-30 07:55:44,743 - INFO - [51200/569465] Loss : 0.4127
813
+ 2024-05-30 07:57:12,347 - INFO - [102400/569465] Loss : 0.4139
814
+ 2024-05-30 07:58:40,225 - INFO - [153600/569465] Loss : 0.4138
815
+ 2024-05-30 08:00:08,222 - INFO - [204800/569465] Loss : 0.4137
816
+ 2024-05-30 08:01:36,351 - INFO - [256000/569465] Loss : 0.4141
817
+ 2024-05-30 08:01:56,060 - INFO - [268288/569465] Loss : 0.4141
818
+ 2024-05-30 08:04:36,188 - INFO - Test loss : 1.0697
819
+ 2024-05-30 08:04:36,188 - INFO -
820
+ Epoch 90
821
+ 2024-05-30 08:06:05,996 - INFO - [51200/569465] Loss : 0.4147
822
+ 2024-05-30 08:07:33,723 - INFO - [102400/569465] Loss : 0.4137
823
+ 2024-05-30 08:09:01,521 - INFO - [153600/569465] Loss : 0.4137
824
+ 2024-05-30 08:10:29,497 - INFO - [204800/569465] Loss : 0.4140
825
+ 2024-05-30 08:11:57,666 - INFO - [256000/569465] Loss : 0.4140
826
+ 2024-05-30 08:12:17,418 - INFO - [268288/569465] Loss : 0.4140
827
+ 2024-05-30 08:14:59,388 - INFO - Test loss : 1.0745
828
+ 2024-05-30 08:14:59,388 - INFO -
829
+ Epoch 91
830
+ 2024-05-30 08:16:29,168 - INFO - [51200/569465] Loss : 0.4130
831
+ 2024-05-30 08:17:56,979 - INFO - [102400/569465] Loss : 0.4124
832
+ 2024-05-30 08:19:24,787 - INFO - [153600/569465] Loss : 0.4132
833
+ 2024-05-30 08:20:52,787 - INFO - [204800/569465] Loss : 0.4130
834
+ 2024-05-30 08:22:20,831 - INFO - [256000/569465] Loss : 0.4130
835
+ 2024-05-30 08:22:40,578 - INFO - [268288/569465] Loss : 0.4130
836
+ 2024-05-30 08:25:20,690 - INFO - Test loss : 1.0813
837
+ 2024-05-30 08:25:20,691 - INFO -
838
+ Epoch 92
839
+ 2024-05-30 08:26:50,468 - INFO - [51200/569465] Loss : 0.4132
840
+ 2024-05-30 08:28:18,198 - INFO - [102400/569465] Loss : 0.4134
841
+ 2024-05-30 08:29:45,934 - INFO - [153600/569465] Loss : 0.4134
842
+ 2024-05-30 08:31:13,885 - INFO - [204800/569465] Loss : 0.4133
843
+ 2024-05-30 08:32:44,138 - INFO - [256000/569465] Loss : 0.4136
844
+ 2024-05-30 08:33:03,859 - INFO - [268288/569465] Loss : 0.4135
845
+ 2024-05-30 08:35:43,973 - INFO - Test loss : 1.0826
846
+ 2024-05-30 08:35:43,973 - INFO -
847
+ Epoch 93
848
+ 2024-05-30 08:37:13,766 - INFO - [51200/569465] Loss : 0.4137
849
+ 2024-05-30 08:38:41,423 - INFO - [102400/569465] Loss : 0.4125
850
+ 2024-05-30 08:40:06,699 - INFO - [153600/569465] Loss : 0.4125
851
+ 2024-05-30 08:41:39,316 - INFO - [204800/569465] Loss : 0.4122
852
+ 2024-05-30 08:42:56,884 - INFO - [256000/569465] Loss : 0.4123
853
+ 2024-05-30 08:43:13,749 - INFO - [268288/569465] Loss : 0.4126
854
+ 2024-05-30 08:45:30,534 - INFO - Test loss : 1.0871
855
+ 2024-05-30 08:45:30,534 - INFO -
856
+ Epoch 94
857
+ 2024-05-30 08:46:47,316 - INFO - [51200/569465] Loss : 0.4108
858
+ 2024-05-30 08:48:02,490 - INFO - [102400/569465] Loss : 0.4119
859
+ 2024-05-30 08:49:18,467 - INFO - [153600/569465] Loss : 0.4115
860
+ 2024-05-30 08:50:34,935 - INFO - [204800/569465] Loss : 0.4118
861
+ 2024-05-30 08:51:50,319 - INFO - [256000/569465] Loss : 0.4118
862
+ 2024-05-30 08:52:07,218 - INFO - [268288/569465] Loss : 0.4118
863
+ 2024-05-30 08:54:24,004 - INFO - Test loss : 1.0920
864
+ 2024-05-30 08:54:24,005 - INFO -
865
+ Epoch 95
866
+ 2024-05-30 08:55:40,726 - INFO - [51200/569465] Loss : 0.4102
867
+ 2024-05-30 08:56:55,907 - INFO - [102400/569465] Loss : 0.4101
868
+ 2024-05-30 08:58:11,198 - INFO - [153600/569465] Loss : 0.4102
869
+ 2024-05-30 08:59:26,454 - INFO - [204800/569465] Loss : 0.4108
870
+ 2024-05-30 09:00:39,411 - INFO - [256000/569465] Loss : 0.4111
871
+ 2024-05-30 09:00:55,927 - INFO - [268288/569465] Loss : 0.4110
872
+ 2024-05-30 09:02:51,445 - INFO - Test loss : 1.0943
873
+ 2024-05-30 09:02:51,446 - INFO -
874
+ Epoch 96
875
+ 2024-05-30 09:03:55,428 - INFO - [51200/569465] Loss : 0.4108
876
+ 2024-05-30 09:04:59,346 - INFO - [102400/569465] Loss : 0.4113
877
+ 2024-05-30 09:06:02,524 - INFO - [153600/569465] Loss : 0.4116
878
+ 2024-05-30 09:07:05,250 - INFO - [204800/569465] Loss : 0.4109
879
+ 2024-05-30 09:08:08,071 - INFO - [256000/569465] Loss : 0.4109
880
+ 2024-05-30 09:08:22,215 - INFO - [268288/569465] Loss : 0.4111
881
+ 2024-05-30 09:10:16,217 - INFO - Test loss : 1.0996
882
+ 2024-05-30 09:10:16,218 - INFO -
883
+ Epoch 97
884
+ 2024-05-30 09:11:20,182 - INFO - [51200/569465] Loss : 0.4098
885
+ 2024-05-30 09:12:22,885 - INFO - [102400/569465] Loss : 0.4099
886
+ 2024-05-30 09:13:25,617 - INFO - [153600/569465] Loss : 0.4102
887
+ 2024-05-30 09:14:28,357 - INFO - [204800/569465] Loss : 0.4097
888
+ 2024-05-30 09:15:31,210 - INFO - [256000/569465] Loss : 0.4097
889
+ 2024-05-30 09:15:45,245 - INFO - [268288/569465] Loss : 0.4098
890
+ 2024-05-30 09:17:39,170 - INFO - Test loss : 1.1050
891
+ 2024-05-30 09:17:39,170 - INFO -
892
+ Epoch 98
893
+ 2024-05-30 09:18:44,959 - INFO - [51200/569465] Loss : 0.4113
894
+ 2024-05-30 09:19:44,331 - INFO - [102400/569465] Loss : 0.4120
895
+ 2024-05-30 09:20:46,697 - INFO - [153600/569465] Loss : 0.4122
896
+ 2024-05-30 09:21:50,755 - INFO - [204800/569465] Loss : 0.4115
897
+ 2024-05-30 09:22:54,971 - INFO - [256000/569465] Loss : 0.4110
898
+ 2024-05-30 09:23:09,341 - INFO - [268288/569465] Loss : 0.4108
899
+ 2024-05-30 09:24:47,770 - INFO - Test loss : 1.1059
900
+ 2024-05-30 09:24:47,770 - INFO -
901
+ Epoch 99
902
+ 2024-05-30 09:25:38,842 - INFO - [51200/569465] Loss : 0.4071
903
+ 2024-05-30 09:26:28,979 - INFO - [102400/569465] Loss : 0.4084
904
+ 2024-05-30 09:27:18,936 - INFO - [153600/569465] Loss : 0.4085
905
+ 2024-05-30 09:28:08,845 - INFO - [204800/569465] Loss : 0.4085
906
+ 2024-05-30 09:28:58,844 - INFO - [256000/569465] Loss : 0.4090
907
+ 2024-05-30 09:29:10,043 - INFO - [268288/569465] Loss : 0.4090
908
+ 2024-05-30 09:30:42,284 - INFO - Test loss : 1.1098
909
+ 2024-05-30 09:30:42,284 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_inat_2017_Sphere2Vec-sphereC_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
910
+ 2024-05-30 09:30:42,359 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_inat_2017_Sphere2Vec-sphereC_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
911
+ 2024-05-30 09:30:42,552 - INFO -
912
+ No prior
913
+ 2024-05-30 09:30:43,144 - INFO - (95986,)
914
+ 2024-05-30 09:31:01,541 - INFO - Split ID: 0
915
+ 2024-05-30 09:31:01,542 - INFO - Top 1 acc (%): 63.27
916
+ 2024-05-30 09:31:01,542 - INFO - Top 3 acc (%): 79.82
917
+ 2024-05-30 09:31:01,542 - INFO - Top 5 acc (%): 84.51
918
+ 2024-05-30 09:31:01,542 - INFO - Top 10 acc (%): 88.99
919
+ 2024-05-30 09:33:00,197 - INFO - Split ID: 0
920
+ 2024-05-30 09:33:00,197 - INFO - Top 1 acc (%): 68.43
921
+ 2024-05-30 09:33:00,197 - INFO - Top 3 acc (%): 82.8
922
+ 2024-05-30 09:33:00,198 - INFO - Top 5 acc (%): 86.6
923
+ 2024-05-30 09:33:00,198 - INFO - Top 10 acc (%): 90.32
924
+ 2024-05-30 09:33:00,250 - INFO -
925
+ Only Sphere2Vec-sphereC
926
+ 2024-05-30 09:33:00,250 - INFO - Model : model_inat_2017_Sphere2Vec-sphereC_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
927
+ 2024-05-30 09:33:01,864 - INFO - (93622,)
928
+ 2024-05-30 09:33:47,701 - INFO - Split ID: 0
929
+ 2024-05-30 09:33:47,740 - INFO - Top 1 LocEnc acc (%): 1.25
930
+ 2024-05-30 09:33:47,744 - INFO - Top 3 LocEnc acc (%): 3.12
931
+ 2024-05-30 09:33:47,747 - INFO - Top 5 LocEnc acc (%): 4.7
932
+ 2024-05-30 09:33:47,750 - INFO - Top 10 LocEnc acc (%): 8.04