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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 15:56:11,438 - INFO -
2
+ num_classes 5089
3
+ 2024-05-29 15:56:11,439 - INFO - num train 569465
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+ 2024-05-29 15:56:11,439 - INFO - num val 93622
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+ 2024-05-29 15:56:11,439 - INFO - train loss full_loss
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+ 2024-05-29 15:56:11,439 - INFO - model name ../models/sphere2vec_sphereCplus/model_inat_2017_Sphere2Vec-sphereC+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
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+ 2024-05-29 15:56:11,439 - INFO - num users 17302
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+ 2024-05-29 15:56:11,904 - INFO - Cannot load model since it not exist - ../models/sphere2vec_sphereCplus/model_inat_2017_Sphere2Vec-sphereC+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
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+ 2024-05-29 15:56:11,904 - INFO -
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+ Epoch 0
11
+ 2024-05-29 15:57:57,125 - INFO - [51200/569465] Loss : 2.1160
12
+ 2024-05-29 15:59:39,306 - INFO - [102400/569465] Loss : 2.0351
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+ 2024-05-29 16:01:25,254 - INFO - [153600/569465] Loss : 1.9623
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+ 2024-05-29 16:03:18,701 - INFO - [204800/569465] Loss : 1.8862
15
+ 2024-05-29 16:05:12,419 - INFO - [256000/569465] Loss : 1.8136
16
+ 2024-05-29 16:05:38,144 - INFO - [268288/569465] Loss : 1.7988
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+ 2024-05-29 16:09:06,407 - INFO - Test loss : 0.8250
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+ 2024-05-29 16:09:06,407 - INFO -
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+ Epoch 1
20
+ 2024-05-29 16:11:03,052 - INFO - [51200/569465] Loss : 1.4155
21
+ 2024-05-29 16:12:57,059 - INFO - [102400/569465] Loss : 1.3886
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+ 2024-05-29 16:14:50,789 - INFO - [153600/569465] Loss : 1.3633
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+ 2024-05-29 16:16:44,606 - INFO - [204800/569465] Loss : 1.3386
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+ 2024-05-29 16:18:38,616 - INFO - [256000/569465] Loss : 1.3146
25
+ 2024-05-29 16:19:04,048 - INFO - [268288/569465] Loss : 1.3090
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+ 2024-05-29 16:22:31,855 - INFO - Test loss : 0.7408
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+ 2024-05-29 16:22:31,855 - INFO -
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+ Epoch 2
29
+ 2024-05-29 16:24:28,613 - INFO - [51200/569465] Loss : 1.1478
30
+ 2024-05-29 16:26:22,989 - INFO - [102400/569465] Loss : 1.1287
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+ 2024-05-29 16:28:17,112 - INFO - [153600/569465] Loss : 1.1103
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+ 2024-05-29 16:30:10,602 - INFO - [204800/569465] Loss : 1.0931
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+ 2024-05-29 16:32:04,760 - INFO - [256000/569465] Loss : 1.0769
34
+ 2024-05-29 16:32:30,302 - INFO - [268288/569465] Loss : 1.0735
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+ 2024-05-29 16:35:57,867 - INFO - Test loss : 0.6009
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+ 2024-05-29 16:35:57,867 - INFO -
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+ Epoch 3
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+ 2024-05-29 16:37:54,341 - INFO - [51200/569465] Loss : 0.9771
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+ 2024-05-29 16:39:48,315 - INFO - [102400/569465] Loss : 0.9653
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+ 2024-05-29 16:41:41,926 - INFO - [153600/569465] Loss : 0.9538
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+ 2024-05-29 16:43:36,304 - INFO - [204800/569465] Loss : 0.9435
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+ 2024-05-29 16:45:32,276 - INFO - [256000/569465] Loss : 0.9339
43
+ 2024-05-29 16:45:57,839 - INFO - [268288/569465] Loss : 0.9319
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+ 2024-05-29 16:49:25,973 - INFO - Test loss : 0.5127
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+ 2024-05-29 16:49:25,973 - INFO -
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+ Epoch 4
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+ 2024-05-29 16:51:22,261 - INFO - [51200/569465] Loss : 0.8667
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+ 2024-05-29 16:53:16,006 - INFO - [102400/569465] Loss : 0.8630
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+ 2024-05-29 16:55:10,084 - INFO - [153600/569465] Loss : 0.8554
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+ 2024-05-29 16:57:04,441 - INFO - [204800/569465] Loss : 0.8509
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+ 2024-05-29 16:58:58,276 - INFO - [256000/569465] Loss : 0.8456
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+ 2024-05-29 16:59:23,914 - INFO - [268288/569465] Loss : 0.8444
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+ 2024-05-29 17:02:51,754 - INFO - Test loss : 0.4604
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+ 2024-05-29 17:02:51,756 - INFO -
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+ Epoch 5
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+ 2024-05-29 17:04:48,506 - INFO - [51200/569465] Loss : 0.8026
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+ 2024-05-29 17:06:42,316 - INFO - [102400/569465] Loss : 0.7982
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+ 2024-05-29 17:08:37,203 - INFO - [153600/569465] Loss : 0.7955
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+ 2024-05-29 17:10:31,729 - INFO - [204800/569465] Loss : 0.7920
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+ 2024-05-29 17:12:26,002 - INFO - [256000/569465] Loss : 0.7885
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+ 2024-05-29 17:12:51,607 - INFO - [268288/569465] Loss : 0.7875
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+ 2024-05-29 17:16:19,074 - INFO - Test loss : 0.4321
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+ 2024-05-29 17:16:19,074 - INFO -
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+ Epoch 6
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+ 2024-05-29 17:18:15,622 - INFO - [51200/569465] Loss : 0.7569
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+ 2024-05-29 17:20:09,657 - INFO - [102400/569465] Loss : 0.7541
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+ 2024-05-29 17:22:02,265 - INFO - [153600/569465] Loss : 0.7515
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+ 2024-05-29 17:23:56,604 - INFO - [204800/569465] Loss : 0.7487
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+ 2024-05-29 17:25:50,981 - INFO - [256000/569465] Loss : 0.7461
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+ 2024-05-29 17:26:16,659 - INFO - [268288/569465] Loss : 0.7456
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+ 2024-05-29 17:29:39,528 - INFO - Test loss : 0.4180
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+ 2024-05-29 17:29:39,528 - INFO -
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+ Epoch 7
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+ 2024-05-29 17:31:23,389 - INFO - [51200/569465] Loss : 0.7246
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+ 2024-05-29 17:33:06,544 - INFO - [102400/569465] Loss : 0.7218
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+ 2024-05-29 17:34:47,466 - INFO - [153600/569465] Loss : 0.7197
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+ 2024-05-29 17:36:28,931 - INFO - [204800/569465] Loss : 0.7167
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+ 2024-05-29 17:38:10,640 - INFO - [256000/569465] Loss : 0.7152
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+ 2024-05-29 17:38:33,472 - INFO - [268288/569465] Loss : 0.7145
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+ 2024-05-29 17:41:38,432 - INFO - Test loss : 0.4107
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+ 2024-05-29 17:41:38,433 - INFO -
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+ Epoch 8
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+ 2024-05-29 17:43:22,060 - INFO - [51200/569465] Loss : 0.6953
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+ 2024-05-29 17:45:03,420 - INFO - [102400/569465] Loss : 0.6948
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+ 2024-05-29 17:46:44,115 - INFO - [153600/569465] Loss : 0.6938
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+ 2024-05-29 17:48:25,386 - INFO - [204800/569465] Loss : 0.6916
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+ 2024-05-29 17:50:07,176 - INFO - [256000/569465] Loss : 0.6897
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+ 2024-05-29 17:50:30,102 - INFO - [268288/569465] Loss : 0.6893
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+ 2024-05-29 17:53:35,431 - INFO - Test loss : 0.4099
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+ 2024-05-29 17:53:35,431 - INFO -
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+ Epoch 9
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+ 2024-05-29 17:55:20,023 - INFO - [51200/569465] Loss : 0.6702
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+ 2024-05-29 17:57:01,237 - INFO - [102400/569465] Loss : 0.6697
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+ 2024-05-29 17:58:42,246 - INFO - [153600/569465] Loss : 0.6690
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+ 2024-05-29 18:00:23,308 - INFO - [204800/569465] Loss : 0.6677
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+ 2024-05-29 18:02:04,261 - INFO - [256000/569465] Loss : 0.6672
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+ 2024-05-29 18:02:26,805 - INFO - [268288/569465] Loss : 0.6670
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+ 2024-05-29 18:05:31,640 - INFO - Test loss : 0.4086
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+ 2024-05-29 18:05:31,646 - INFO -
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+ Epoch 10
101
+ 2024-05-29 18:07:15,482 - INFO - [51200/569465] Loss : 0.6520
102
+ 2024-05-29 18:08:56,836 - INFO - [102400/569465] Loss : 0.6517
103
+ 2024-05-29 18:10:37,814 - INFO - [153600/569465] Loss : 0.6519
104
+ 2024-05-29 18:12:18,581 - INFO - [204800/569465] Loss : 0.6510
105
+ 2024-05-29 18:14:00,244 - INFO - [256000/569465] Loss : 0.6499
106
+ 2024-05-29 18:14:23,114 - INFO - [268288/569465] Loss : 0.6496
107
+ 2024-05-29 18:17:29,583 - INFO - Test loss : 0.4128
108
+ 2024-05-29 18:17:29,583 - INFO -
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+ Epoch 11
110
+ 2024-05-29 18:19:13,332 - INFO - [51200/569465] Loss : 0.6391
111
+ 2024-05-29 18:20:54,528 - INFO - [102400/569465] Loss : 0.6366
112
+ 2024-05-29 18:22:35,753 - INFO - [153600/569465] Loss : 0.6359
113
+ 2024-05-29 18:24:17,066 - INFO - [204800/569465] Loss : 0.6351
114
+ 2024-05-29 18:25:58,445 - INFO - [256000/569465] Loss : 0.6344
115
+ 2024-05-29 18:26:21,290 - INFO - [268288/569465] Loss : 0.6341
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+ 2024-05-29 18:29:26,287 - INFO - Test loss : 0.4175
117
+ 2024-05-29 18:29:26,288 - INFO -
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+ Epoch 12
119
+ 2024-05-29 18:31:10,092 - INFO - [51200/569465] Loss : 0.6260
120
+ 2024-05-29 18:32:51,528 - INFO - [102400/569465] Loss : 0.6232
121
+ 2024-05-29 18:34:32,723 - INFO - [153600/569465] Loss : 0.6219
122
+ 2024-05-29 18:36:14,905 - INFO - [204800/569465] Loss : 0.6209
123
+ 2024-05-29 18:37:57,941 - INFO - [256000/569465] Loss : 0.6205
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+ 2024-05-29 18:38:20,806 - INFO - [268288/569465] Loss : 0.6201
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+ 2024-05-29 18:41:25,523 - INFO - Test loss : 0.4271
126
+ 2024-05-29 18:41:25,523 - INFO -
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+ Epoch 13
128
+ 2024-05-29 18:43:09,055 - INFO - [51200/569465] Loss : 0.6118
129
+ 2024-05-29 18:44:50,483 - INFO - [102400/569465] Loss : 0.6100
130
+ 2024-05-29 18:46:31,965 - INFO - [153600/569465] Loss : 0.6099
131
+ 2024-05-29 18:48:13,542 - INFO - [204800/569465] Loss : 0.6092
132
+ 2024-05-29 18:49:55,154 - INFO - [256000/569465] Loss : 0.6085
133
+ 2024-05-29 18:50:17,910 - INFO - [268288/569465] Loss : 0.6082
134
+ 2024-05-29 18:53:23,190 - INFO - Test loss : 0.4314
135
+ 2024-05-29 18:53:23,190 - INFO -
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+ Epoch 14
137
+ 2024-05-29 18:55:06,666 - INFO - [51200/569465] Loss : 0.5991
138
+ 2024-05-29 18:56:47,671 - INFO - [102400/569465] Loss : 0.5991
139
+ 2024-05-29 18:58:30,497 - INFO - [153600/569465] Loss : 0.5984
140
+ 2024-05-29 19:00:08,804 - INFO - [204800/569465] Loss : 0.5982
141
+ 2024-05-29 19:01:45,581 - INFO - [256000/569465] Loss : 0.5975
142
+ 2024-05-29 19:02:08,443 - INFO - [268288/569465] Loss : 0.5975
143
+ 2024-05-29 19:05:13,137 - INFO - Test loss : 0.4393
144
+ 2024-05-29 19:05:13,138 - INFO -
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+ Epoch 15
146
+ 2024-05-29 19:06:56,729 - INFO - [51200/569465] Loss : 0.5894
147
+ 2024-05-29 19:08:37,570 - INFO - [102400/569465] Loss : 0.5885
148
+ 2024-05-29 19:10:18,414 - INFO - [153600/569465] Loss : 0.5881
149
+ 2024-05-29 19:11:59,901 - INFO - [204800/569465] Loss : 0.5873
150
+ 2024-05-29 19:13:41,480 - INFO - [256000/569465] Loss : 0.5864
151
+ 2024-05-29 19:14:04,279 - INFO - [268288/569465] Loss : 0.5863
152
+ 2024-05-29 19:17:09,673 - INFO - Test loss : 0.4487
153
+ 2024-05-29 19:17:09,673 - INFO -
154
+ Epoch 16
155
+ 2024-05-29 19:18:54,204 - INFO - [51200/569465] Loss : 0.5814
156
+ 2024-05-29 19:20:36,371 - INFO - [102400/569465] Loss : 0.5799
157
+ 2024-05-29 19:22:17,578 - INFO - [153600/569465] Loss : 0.5789
158
+ 2024-05-29 19:23:58,984 - INFO - [204800/569465] Loss : 0.5780
159
+ 2024-05-29 19:25:40,782 - INFO - [256000/569465] Loss : 0.5774
160
+ 2024-05-29 19:26:03,597 - INFO - [268288/569465] Loss : 0.5771
161
+ 2024-05-29 19:29:08,735 - INFO - Test loss : 0.4616
162
+ 2024-05-29 19:29:08,735 - INFO -
163
+ Epoch 17
164
+ 2024-05-29 19:30:52,258 - INFO - [51200/569465] Loss : 0.5716
165
+ 2024-05-29 19:32:33,457 - INFO - [102400/569465] Loss : 0.5697
166
+ 2024-05-29 19:34:14,871 - INFO - [153600/569465] Loss : 0.5694
167
+ 2024-05-29 19:35:56,532 - INFO - [204800/569465] Loss : 0.5688
168
+ 2024-05-29 19:37:38,120 - INFO - [256000/569465] Loss : 0.5688
169
+ 2024-05-29 19:38:00,784 - INFO - [268288/569465] Loss : 0.5688
170
+ 2024-05-29 19:41:07,227 - INFO - Test loss : 0.4684
171
+ 2024-05-29 19:41:07,228 - INFO -
172
+ Epoch 18
173
+ 2024-05-29 19:42:51,040 - INFO - [51200/569465] Loss : 0.5604
174
+ 2024-05-29 19:44:32,181 - INFO - [102400/569465] Loss : 0.5611
175
+ 2024-05-29 19:46:13,392 - INFO - [153600/569465] Loss : 0.5615
176
+ 2024-05-29 19:47:54,825 - INFO - [204800/569465] Loss : 0.5614
177
+ 2024-05-29 19:49:36,574 - INFO - [256000/569465] Loss : 0.5613
178
+ 2024-05-29 19:49:59,401 - INFO - [268288/569465] Loss : 0.5611
179
+ 2024-05-29 19:53:04,050 - INFO - Test loss : 0.4788
180
+ 2024-05-29 19:53:04,051 - INFO -
181
+ Epoch 19
182
+ 2024-05-29 19:54:47,591 - INFO - [51200/569465] Loss : 0.5559
183
+ 2024-05-29 19:56:28,738 - INFO - [102400/569465] Loss : 0.5544
184
+ 2024-05-29 19:58:09,793 - INFO - [153600/569465] Loss : 0.5534
185
+ 2024-05-29 19:59:43,634 - INFO - [204800/569465] Loss : 0.5532
186
+ 2024-05-29 20:01:12,854 - INFO - [256000/569465] Loss : 0.5530
187
+ 2024-05-29 20:01:33,349 - INFO - [268288/569465] Loss : 0.5527
188
+ 2024-05-29 20:04:15,015 - INFO - Test loss : 0.4918
189
+ 2024-05-29 20:04:15,016 - INFO -
190
+ Epoch 20
191
+ 2024-05-29 20:05:45,403 - INFO - [51200/569465] Loss : 0.5475
192
+ 2024-05-29 20:07:13,471 - INFO - [102400/569465] Loss : 0.5478
193
+ 2024-05-29 20:08:41,692 - INFO - [153600/569465] Loss : 0.5471
194
+ 2024-05-29 20:10:10,293 - INFO - [204800/569465] Loss : 0.5467
195
+ 2024-05-29 20:11:39,159 - INFO - [256000/569465] Loss : 0.5468
196
+ 2024-05-29 20:11:58,971 - INFO - [268288/569465] Loss : 0.5468
197
+ 2024-05-29 20:14:40,071 - INFO - Test loss : 0.4997
198
+ 2024-05-29 20:14:40,072 - INFO -
199
+ Epoch 21
200
+ 2024-05-29 20:16:10,560 - INFO - [51200/569465] Loss : 0.5402
201
+ 2024-05-29 20:17:38,728 - INFO - [102400/569465] Loss : 0.5399
202
+ 2024-05-29 20:19:07,031 - INFO - [153600/569465] Loss : 0.5397
203
+ 2024-05-29 20:20:37,273 - INFO - [204800/569465] Loss : 0.5393
204
+ 2024-05-29 20:22:06,020 - INFO - [256000/569465] Loss : 0.5396
205
+ 2024-05-29 20:22:25,891 - INFO - [268288/569465] Loss : 0.5396
206
+ 2024-05-29 20:25:06,792 - INFO - Test loss : 0.5114
207
+ 2024-05-29 20:25:06,792 - INFO -
208
+ Epoch 22
209
+ 2024-05-29 20:26:37,406 - INFO - [51200/569465] Loss : 0.5352
210
+ 2024-05-29 20:28:05,488 - INFO - [102400/569465] Loss : 0.5341
211
+ 2024-05-29 20:29:33,591 - INFO - [153600/569465] Loss : 0.5342
212
+ 2024-05-29 20:31:02,041 - INFO - [204800/569465] Loss : 0.5341
213
+ 2024-05-29 20:32:30,649 - INFO - [256000/569465] Loss : 0.5335
214
+ 2024-05-29 20:32:50,506 - INFO - [268288/569465] Loss : 0.5335
215
+ 2024-05-29 20:35:31,801 - INFO - Test loss : 0.5228
216
+ 2024-05-29 20:35:31,802 - INFO -
217
+ Epoch 23
218
+ 2024-05-29 20:37:03,399 - INFO - [51200/569465] Loss : 0.5268
219
+ 2024-05-29 20:38:29,817 - INFO - [102400/569465] Loss : 0.5281
220
+ 2024-05-29 20:39:57,683 - INFO - [153600/569465] Loss : 0.5275
221
+ 2024-05-29 20:41:25,715 - INFO - [204800/569465] Loss : 0.5279
222
+ 2024-05-29 20:42:53,960 - INFO - [256000/569465] Loss : 0.5277
223
+ 2024-05-29 20:43:13,755 - INFO - [268288/569465] Loss : 0.5276
224
+ 2024-05-29 20:45:54,213 - INFO - Test loss : 0.5343
225
+ 2024-05-29 20:45:54,213 - INFO -
226
+ Epoch 24
227
+ 2024-05-29 20:47:23,874 - INFO - [51200/569465] Loss : 0.5225
228
+ 2024-05-29 20:48:52,015 - INFO - [102400/569465] Loss : 0.5229
229
+ 2024-05-29 20:50:19,954 - INFO - [153600/569465] Loss : 0.5234
230
+ 2024-05-29 20:51:48,156 - INFO - [204800/569465] Loss : 0.5228
231
+ 2024-05-29 20:53:16,230 - INFO - [256000/569465] Loss : 0.5224
232
+ 2024-05-29 20:53:36,106 - INFO - [268288/569465] Loss : 0.5224
233
+ 2024-05-29 20:56:16,020 - INFO - Test loss : 0.5448
234
+ 2024-05-29 20:56:16,020 - INFO -
235
+ Epoch 25
236
+ 2024-05-29 20:57:46,380 - INFO - [51200/569465] Loss : 0.5186
237
+ 2024-05-29 20:59:17,083 - INFO - [102400/569465] Loss : 0.5164
238
+ 2024-05-29 21:00:45,166 - INFO - [153600/569465] Loss : 0.5169
239
+ 2024-05-29 21:02:13,509 - INFO - [204800/569465] Loss : 0.5171
240
+ 2024-05-29 21:03:41,796 - INFO - [256000/569465] Loss : 0.5168
241
+ 2024-05-29 21:04:01,560 - INFO - [268288/569465] Loss : 0.5167
242
+ 2024-05-29 21:06:41,875 - INFO - Test loss : 0.5573
243
+ 2024-05-29 21:06:41,876 - INFO -
244
+ Epoch 26
245
+ 2024-05-29 21:08:11,580 - INFO - [51200/569465] Loss : 0.5130
246
+ 2024-05-29 21:09:39,239 - INFO - [102400/569465] Loss : 0.5139
247
+ 2024-05-29 21:11:07,212 - INFO - [153600/569465] Loss : 0.5133
248
+ 2024-05-29 21:12:35,520 - INFO - [204800/569465] Loss : 0.5132
249
+ 2024-05-29 21:14:03,771 - INFO - [256000/569465] Loss : 0.5129
250
+ 2024-05-29 21:14:23,632 - INFO - [268288/569465] Loss : 0.5129
251
+ 2024-05-29 21:17:06,317 - INFO - Test loss : 0.5663
252
+ 2024-05-29 21:17:06,317 - INFO -
253
+ Epoch 27
254
+ 2024-05-29 21:18:37,165 - INFO - [51200/569465] Loss : 0.5079
255
+ 2024-05-29 21:20:04,987 - INFO - [102400/569465] Loss : 0.5094
256
+ 2024-05-29 21:21:32,888 - INFO - [153600/569465] Loss : 0.5089
257
+ 2024-05-29 21:23:00,902 - INFO - [204800/569465] Loss : 0.5086
258
+ 2024-05-29 21:24:29,098 - INFO - [256000/569465] Loss : 0.5091
259
+ 2024-05-29 21:24:48,927 - INFO - [268288/569465] Loss : 0.5090
260
+ 2024-05-29 21:27:29,029 - INFO - Test loss : 0.5778
261
+ 2024-05-29 21:27:29,029 - INFO -
262
+ Epoch 28
263
+ 2024-05-29 21:28:58,876 - INFO - [51200/569465] Loss : 0.5044
264
+ 2024-05-29 21:30:26,563 - INFO - [102400/569465] Loss : 0.5040
265
+ 2024-05-29 21:31:54,535 - INFO - [153600/569465] Loss : 0.5043
266
+ 2024-05-29 21:33:22,815 - INFO - [204800/569465] Loss : 0.5040
267
+ 2024-05-29 21:34:50,934 - INFO - [256000/569465] Loss : 0.5037
268
+ 2024-05-29 21:35:09,981 - INFO - [268288/569465] Loss : 0.5038
269
+ 2024-05-29 21:37:54,406 - INFO - Test loss : 0.5934
270
+ 2024-05-29 21:37:54,406 - INFO -
271
+ Epoch 29
272
+ 2024-05-29 21:39:23,825 - INFO - [51200/569465] Loss : 0.4996
273
+ 2024-05-29 21:40:51,831 - INFO - [102400/569465] Loss : 0.5008
274
+ 2024-05-29 21:42:19,703 - INFO - [153600/569465] Loss : 0.5009
275
+ 2024-05-29 21:43:47,738 - INFO - [204800/569465] Loss : 0.5002
276
+ 2024-05-29 21:45:15,871 - INFO - [256000/569465] Loss : 0.5004
277
+ 2024-05-29 21:45:35,635 - INFO - [268288/569465] Loss : 0.5005
278
+ 2024-05-29 21:48:15,542 - INFO - Test loss : 0.6004
279
+ 2024-05-29 21:48:15,542 - INFO -
280
+ Epoch 30
281
+ 2024-05-29 21:49:45,227 - INFO - [51200/569465] Loss : 0.4960
282
+ 2024-05-29 21:51:13,165 - INFO - [102400/569465] Loss : 0.4961
283
+ 2024-05-29 21:52:40,726 - INFO - [153600/569465] Loss : 0.4948
284
+ 2024-05-29 21:54:08,833 - INFO - [204800/569465] Loss : 0.4948
285
+ 2024-05-29 21:55:40,679 - INFO - [256000/569465] Loss : 0.4945
286
+ 2024-05-29 21:56:00,431 - INFO - [268288/569465] Loss : 0.4945
287
+ 2024-05-29 21:58:38,838 - INFO - Test loss : 0.6155
288
+ 2024-05-29 21:58:38,838 - INFO -
289
+ Epoch 31
290
+ 2024-05-29 22:00:08,507 - INFO - [51200/569465] Loss : 0.4941
291
+ 2024-05-29 22:01:36,258 - INFO - [102400/569465] Loss : 0.4932
292
+ 2024-05-29 22:03:04,214 - INFO - [153600/569465] Loss : 0.4926
293
+ 2024-05-29 22:04:31,939 - INFO - [204800/569465] Loss : 0.4924
294
+ 2024-05-29 22:06:00,027 - INFO - [256000/569465] Loss : 0.4921
295
+ 2024-05-29 22:06:19,857 - INFO - [268288/569465] Loss : 0.4921
296
+ 2024-05-29 22:08:59,625 - INFO - Test loss : 0.6261
297
+ 2024-05-29 22:08:59,625 - INFO -
298
+ Epoch 32
299
+ 2024-05-29 22:10:29,464 - INFO - [51200/569465] Loss : 0.4873
300
+ 2024-05-29 22:11:57,349 - INFO - [102400/569465] Loss : 0.4883
301
+ 2024-05-29 22:13:27,007 - INFO - [153600/569465] Loss : 0.4888
302
+ 2024-05-29 22:14:56,698 - INFO - [204800/569465] Loss : 0.4886
303
+ 2024-05-29 22:16:24,734 - INFO - [256000/569465] Loss : 0.4885
304
+ 2024-05-29 22:16:44,551 - INFO - [268288/569465] Loss : 0.4883
305
+ 2024-05-29 22:19:23,935 - INFO - Test loss : 0.6390
306
+ 2024-05-29 22:19:23,936 - INFO -
307
+ Epoch 33
308
+ 2024-05-29 22:20:53,663 - INFO - [51200/569465] Loss : 0.4857
309
+ 2024-05-29 22:22:20,875 - INFO - [102400/569465] Loss : 0.4843
310
+ 2024-05-29 22:23:48,581 - INFO - [153600/569465] Loss : 0.4846
311
+ 2024-05-29 22:25:16,461 - INFO - [204800/569465] Loss : 0.4847
312
+ 2024-05-29 22:26:44,429 - INFO - [256000/569465] Loss : 0.4849
313
+ 2024-05-29 22:27:04,233 - INFO - [268288/569465] Loss : 0.4848
314
+ 2024-05-29 22:29:41,204 - INFO - Test loss : 0.6493
315
+ 2024-05-29 22:29:41,204 - INFO -
316
+ Epoch 34
317
+ 2024-05-29 22:31:10,841 - INFO - [51200/569465] Loss : 0.4827
318
+ 2024-05-29 22:32:40,907 - INFO - [102400/569465] Loss : 0.4831
319
+ 2024-05-29 22:34:10,247 - INFO - [153600/569465] Loss : 0.4828
320
+ 2024-05-29 22:35:38,204 - INFO - [204800/569465] Loss : 0.4823
321
+ 2024-05-29 22:37:05,453 - INFO - [256000/569465] Loss : 0.4826
322
+ 2024-05-29 22:37:25,173 - INFO - [268288/569465] Loss : 0.4824
323
+ 2024-05-29 22:40:04,539 - INFO - Test loss : 0.6597
324
+ 2024-05-29 22:40:04,539 - INFO -
325
+ Epoch 35
326
+ 2024-05-29 22:41:34,240 - INFO - [51200/569465] Loss : 0.4760
327
+ 2024-05-29 22:43:02,248 - INFO - [102400/569465] Loss : 0.4768
328
+ 2024-05-29 22:44:30,030 - INFO - [153600/569465] Loss : 0.4774
329
+ 2024-05-29 22:45:58,110 - INFO - [204800/569465] Loss : 0.4778
330
+ 2024-05-29 22:47:26,052 - INFO - [256000/569465] Loss : 0.4780
331
+ 2024-05-29 22:47:45,704 - INFO - [268288/569465] Loss : 0.4780
332
+ 2024-05-29 22:50:25,168 - INFO - Test loss : 0.6708
333
+ 2024-05-29 22:50:25,168 - INFO -
334
+ Epoch 36
335
+ 2024-05-29 22:51:58,796 - INFO - [51200/569465] Loss : 0.4765
336
+ 2024-05-29 22:53:26,608 - INFO - [102400/569465] Loss : 0.4758
337
+ 2024-05-29 22:54:54,257 - INFO - [153600/569465] Loss : 0.4756
338
+ 2024-05-29 22:56:20,894 - INFO - [204800/569465] Loss : 0.4756
339
+ 2024-05-29 22:57:48,839 - INFO - [256000/569465] Loss : 0.4757
340
+ 2024-05-29 22:58:08,504 - INFO - [268288/569465] Loss : 0.4755
341
+ 2024-05-29 23:00:47,899 - INFO - Test loss : 0.6813
342
+ 2024-05-29 23:00:47,900 - INFO -
343
+ Epoch 37
344
+ 2024-05-29 23:02:17,529 - INFO - [51200/569465] Loss : 0.4715
345
+ 2024-05-29 23:03:45,566 - INFO - [102400/569465] Loss : 0.4712
346
+ 2024-05-29 23:05:13,353 - INFO - [153600/569465] Loss : 0.4717
347
+ 2024-05-29 23:06:41,419 - INFO - [204800/569465] Loss : 0.4715
348
+ 2024-05-29 23:08:09,740 - INFO - [256000/569465] Loss : 0.4720
349
+ 2024-05-29 23:08:29,443 - INFO - [268288/569465] Loss : 0.4722
350
+ 2024-05-29 23:11:08,219 - INFO - Test loss : 0.6955
351
+ 2024-05-29 23:11:08,219 - INFO -
352
+ Epoch 38
353
+ 2024-05-29 23:12:38,424 - INFO - [51200/569465] Loss : 0.4705
354
+ 2024-05-29 23:14:06,343 - INFO - [102400/569465] Loss : 0.4714
355
+ 2024-05-29 23:15:34,102 - INFO - [153600/569465] Loss : 0.4705
356
+ 2024-05-29 23:17:01,669 - INFO - [204800/569465] Loss : 0.4703
357
+ 2024-05-29 23:18:29,642 - INFO - [256000/569465] Loss : 0.4700
358
+ 2024-05-29 23:18:49,381 - INFO - [268288/569465] Loss : 0.4701
359
+ 2024-05-29 23:21:28,635 - INFO - Test loss : 0.7043
360
+ 2024-05-29 23:21:28,635 - INFO -
361
+ Epoch 39
362
+ 2024-05-29 23:22:58,483 - INFO - [51200/569465] Loss : 0.4670
363
+ 2024-05-29 23:24:26,338 - INFO - [102400/569465] Loss : 0.4672
364
+ 2024-05-29 23:25:54,103 - INFO - [153600/569465] Loss : 0.4675
365
+ 2024-05-29 23:27:22,060 - INFO - [204800/569465] Loss : 0.4672
366
+ 2024-05-29 23:28:50,136 - INFO - [256000/569465] Loss : 0.4669
367
+ 2024-05-29 23:29:09,754 - INFO - [268288/569465] Loss : 0.4669
368
+ 2024-05-29 23:31:53,041 - INFO - Test loss : 0.7175
369
+ 2024-05-29 23:31:53,041 - INFO -
370
+ Epoch 40
371
+ 2024-05-29 23:33:23,057 - INFO - [51200/569465] Loss : 0.4673
372
+ 2024-05-29 23:34:51,127 - INFO - [102400/569465] Loss : 0.4668
373
+ 2024-05-29 23:36:18,293 - INFO - [153600/569465] Loss : 0.4659
374
+ 2024-05-29 23:37:43,844 - INFO - [204800/569465] Loss : 0.4654
375
+ 2024-05-29 23:39:11,747 - INFO - [256000/569465] Loss : 0.4658
376
+ 2024-05-29 23:39:31,506 - INFO - [268288/569465] Loss : 0.4656
377
+ 2024-05-29 23:42:09,970 - INFO - Test loss : 0.7269
378
+ 2024-05-29 23:42:09,971 - INFO -
379
+ Epoch 41
380
+ 2024-05-29 23:43:35,792 - INFO - [51200/569465] Loss : 0.4626
381
+ 2024-05-29 23:45:03,606 - INFO - [102400/569465] Loss : 0.4623
382
+ 2024-05-29 23:46:30,363 - INFO - [153600/569465] Loss : 0.4615
383
+ 2024-05-29 23:47:58,187 - INFO - [204800/569465] Loss : 0.4621
384
+ 2024-05-29 23:49:29,008 - INFO - [256000/569465] Loss : 0.4620
385
+ 2024-05-29 23:49:49,851 - INFO - [268288/569465] Loss : 0.4620
386
+ 2024-05-29 23:52:24,701 - INFO - Test loss : 0.7408
387
+ 2024-05-29 23:52:24,701 - INFO -
388
+ Epoch 42
389
+ 2024-05-29 23:53:50,376 - INFO - [51200/569465] Loss : 0.4613
390
+ 2024-05-29 23:55:16,211 - INFO - [102400/569465] Loss : 0.4602
391
+ 2024-05-29 23:56:43,881 - INFO - [153600/569465] Loss : 0.4598
392
+ 2024-05-29 23:58:11,794 - INFO - [204800/569465] Loss : 0.4595
393
+ 2024-05-29 23:59:39,871 - INFO - [256000/569465] Loss : 0.4594
394
+ 2024-05-29 23:59:59,505 - INFO - [268288/569465] Loss : 0.4594
395
+ 2024-05-30 00:02:37,764 - INFO - Test loss : 0.7496
396
+ 2024-05-30 00:02:37,765 - INFO -
397
+ Epoch 43
398
+ 2024-05-30 00:04:05,629 - INFO - [51200/569465] Loss : 0.4575
399
+ 2024-05-30 00:05:33,482 - INFO - [102400/569465] Loss : 0.4577
400
+ 2024-05-30 00:07:01,016 - INFO - [153600/569465] Loss : 0.4574
401
+ 2024-05-30 00:08:28,005 - INFO - [204800/569465] Loss : 0.4581
402
+ 2024-05-30 00:09:57,586 - INFO - [256000/569465] Loss : 0.4576
403
+ 2024-05-30 00:10:18,205 - INFO - [268288/569465] Loss : 0.4575
404
+ 2024-05-30 00:12:51,210 - INFO - Test loss : 0.7650
405
+ 2024-05-30 00:12:51,210 - INFO -
406
+ Epoch 44
407
+ 2024-05-30 00:14:20,865 - INFO - [51200/569465] Loss : 0.4545
408
+ 2024-05-30 00:15:47,664 - INFO - [102400/569465] Loss : 0.4548
409
+ 2024-05-30 00:17:12,816 - INFO - [153600/569465] Loss : 0.4551
410
+ 2024-05-30 00:18:39,154 - INFO - [204800/569465] Loss : 0.4550
411
+ 2024-05-30 00:20:05,702 - INFO - [256000/569465] Loss : 0.4553
412
+ 2024-05-30 00:20:25,258 - INFO - [268288/569465] Loss : 0.4552
413
+ 2024-05-30 00:23:03,195 - INFO - Test loss : 0.7735
414
+ 2024-05-30 00:23:03,195 - INFO -
415
+ Epoch 45
416
+ 2024-05-30 00:24:32,766 - INFO - [51200/569465] Loss : 0.4517
417
+ 2024-05-30 00:26:00,262 - INFO - [102400/569465] Loss : 0.4522
418
+ 2024-05-30 00:27:27,810 - INFO - [153600/569465] Loss : 0.4526
419
+ 2024-05-30 00:28:57,871 - INFO - [204800/569465] Loss : 0.4530
420
+ 2024-05-30 00:30:26,093 - INFO - [256000/569465] Loss : 0.4532
421
+ 2024-05-30 00:30:45,796 - INFO - [268288/569465] Loss : 0.4532
422
+ 2024-05-30 00:33:25,748 - INFO - Test loss : 0.7835
423
+ 2024-05-30 00:33:25,748 - INFO -
424
+ Epoch 46
425
+ 2024-05-30 00:34:55,816 - INFO - [51200/569465] Loss : 0.4503
426
+ 2024-05-30 00:36:23,905 - INFO - [102400/569465] Loss : 0.4510
427
+ 2024-05-30 00:37:51,926 - INFO - [153600/569465] Loss : 0.4509
428
+ 2024-05-30 00:39:20,132 - INFO - [204800/569465] Loss : 0.4511
429
+ 2024-05-30 00:40:48,378 - INFO - [256000/569465] Loss : 0.4512
430
+ 2024-05-30 00:41:08,159 - INFO - [268288/569465] Loss : 0.4510
431
+ 2024-05-30 00:43:48,165 - INFO - Test loss : 0.7941
432
+ 2024-05-30 00:43:48,166 - INFO -
433
+ Epoch 47
434
+ 2024-05-30 00:45:18,307 - INFO - [51200/569465] Loss : 0.4523
435
+ 2024-05-30 00:46:46,440 - INFO - [102400/569465] Loss : 0.4513
436
+ 2024-05-30 00:48:15,047 - INFO - [153600/569465] Loss : 0.4501
437
+ 2024-05-30 00:49:43,827 - INFO - [204800/569465] Loss : 0.4499
438
+ 2024-05-30 00:51:11,923 - INFO - [256000/569465] Loss : 0.4499
439
+ 2024-05-30 00:51:31,660 - INFO - [268288/569465] Loss : 0.4500
440
+ 2024-05-30 00:54:11,777 - INFO - Test loss : 0.8016
441
+ 2024-05-30 00:54:11,777 - INFO -
442
+ Epoch 48
443
+ 2024-05-30 00:55:41,916 - INFO - [51200/569465] Loss : 0.4482
444
+ 2024-05-30 00:57:10,009 - INFO - [102400/569465] Loss : 0.4477
445
+ 2024-05-30 00:58:37,967 - INFO - [153600/569465] Loss : 0.4478
446
+ 2024-05-30 01:00:06,124 - INFO - [204800/569465] Loss : 0.4479
447
+ 2024-05-30 01:01:34,336 - INFO - [256000/569465] Loss : 0.4478
448
+ 2024-05-30 01:01:54,150 - INFO - [268288/569465] Loss : 0.4478
449
+ 2024-05-30 01:04:34,220 - INFO - Test loss : 0.8125
450
+ 2024-05-30 01:04:34,220 - INFO -
451
+ Epoch 49
452
+ 2024-05-30 01:06:04,398 - INFO - [51200/569465] Loss : 0.4462
453
+ 2024-05-30 01:07:33,511 - INFO - [102400/569465] Loss : 0.4467
454
+ 2024-05-30 01:09:01,562 - INFO - [153600/569465] Loss : 0.4464
455
+ 2024-05-30 01:10:29,764 - INFO - [204800/569465] Loss : 0.4461
456
+ 2024-05-30 01:11:57,944 - INFO - [256000/569465] Loss : 0.4457
457
+ 2024-05-30 01:12:17,650 - INFO - [268288/569465] Loss : 0.4458
458
+ 2024-05-30 01:14:57,785 - INFO - Test loss : 0.8225
459
+ 2024-05-30 01:14:57,786 - INFO -
460
+ Epoch 50
461
+ 2024-05-30 01:16:27,895 - INFO - [51200/569465] Loss : 0.4445
462
+ 2024-05-30 01:17:56,021 - INFO - [102400/569465] Loss : 0.4436
463
+ 2024-05-30 01:19:24,015 - INFO - [153600/569465] Loss : 0.4440
464
+ 2024-05-30 01:20:52,230 - INFO - [204800/569465] Loss : 0.4437
465
+ 2024-05-30 01:22:20,476 - INFO - [256000/569465] Loss : 0.4435
466
+ 2024-05-30 01:22:40,174 - INFO - [268288/569465] Loss : 0.4436
467
+ 2024-05-30 01:25:20,821 - INFO - Test loss : 0.8346
468
+ 2024-05-30 01:25:20,821 - INFO -
469
+ Epoch 51
470
+ 2024-05-30 01:26:51,458 - INFO - [51200/569465] Loss : 0.4428
471
+ 2024-05-30 01:28:19,659 - INFO - [102400/569465] Loss : 0.4428
472
+ 2024-05-30 01:29:47,693 - INFO - [153600/569465] Loss : 0.4427
473
+ 2024-05-30 01:31:15,880 - INFO - [204800/569465] Loss : 0.4427
474
+ 2024-05-30 01:32:43,958 - INFO - [256000/569465] Loss : 0.4427
475
+ 2024-05-30 01:33:03,609 - INFO - [268288/569465] Loss : 0.4428
476
+ 2024-05-30 01:35:43,726 - INFO - Test loss : 0.8442
477
+ 2024-05-30 01:35:43,726 - INFO -
478
+ Epoch 52
479
+ 2024-05-30 01:37:13,919 - INFO - [51200/569465] Loss : 0.4407
480
+ 2024-05-30 01:38:42,045 - INFO - [102400/569465] Loss : 0.4403
481
+ 2024-05-30 01:40:10,029 - INFO - [153600/569465] Loss : 0.4401
482
+ 2024-05-30 01:41:38,184 - INFO - [204800/569465] Loss : 0.4405
483
+ 2024-05-30 01:43:06,457 - INFO - [256000/569465] Loss : 0.4410
484
+ 2024-05-30 01:43:26,420 - INFO - [268288/569465] Loss : 0.4410
485
+ 2024-05-30 01:46:07,307 - INFO - Test loss : 0.8513
486
+ 2024-05-30 01:46:07,308 - INFO -
487
+ Epoch 53
488
+ 2024-05-30 01:47:37,499 - INFO - [51200/569465] Loss : 0.4404
489
+ 2024-05-30 01:49:05,599 - INFO - [102400/569465] Loss : 0.4398
490
+ 2024-05-30 01:50:33,609 - INFO - [153600/569465] Loss : 0.4396
491
+ 2024-05-30 01:52:01,788 - INFO - [204800/569465] Loss : 0.4397
492
+ 2024-05-30 01:53:29,988 - INFO - [256000/569465] Loss : 0.4394
493
+ 2024-05-30 01:53:49,668 - INFO - [268288/569465] Loss : 0.4395
494
+ 2024-05-30 01:56:29,752 - INFO - Test loss : 0.8617
495
+ 2024-05-30 01:56:29,752 - INFO -
496
+ Epoch 54
497
+ 2024-05-30 01:57:59,925 - INFO - [51200/569465] Loss : 0.4380
498
+ 2024-05-30 01:59:28,111 - INFO - [102400/569465] Loss : 0.4394
499
+ 2024-05-30 02:00:56,103 - INFO - [153600/569465] Loss : 0.4386
500
+ 2024-05-30 02:02:25,010 - INFO - [204800/569465] Loss : 0.4386
501
+ 2024-05-30 02:03:53,602 - INFO - [256000/569465] Loss : 0.4381
502
+ 2024-05-30 02:04:13,328 - INFO - [268288/569465] Loss : 0.4379
503
+ 2024-05-30 02:06:53,374 - INFO - Test loss : 0.8718
504
+ 2024-05-30 02:06:53,374 - INFO -
505
+ Epoch 55
506
+ 2024-05-30 02:08:23,512 - INFO - [51200/569465] Loss : 0.4382
507
+ 2024-05-30 02:09:51,632 - INFO - [102400/569465] Loss : 0.4374
508
+ 2024-05-30 02:11:19,736 - INFO - [153600/569465] Loss : 0.4379
509
+ 2024-05-30 02:12:47,915 - INFO - [204800/569465] Loss : 0.4379
510
+ 2024-05-30 02:14:15,973 - INFO - [256000/569465] Loss : 0.4375
511
+ 2024-05-30 02:14:35,636 - INFO - [268288/569465] Loss : 0.4373
512
+ 2024-05-30 02:17:15,794 - INFO - Test loss : 0.8752
513
+ 2024-05-30 02:17:15,794 - INFO -
514
+ Epoch 56
515
+ 2024-05-30 02:18:45,931 - INFO - [51200/569465] Loss : 0.4349
516
+ 2024-05-30 02:20:14,226 - INFO - [102400/569465] Loss : 0.4351
517
+ 2024-05-30 02:21:43,141 - INFO - [153600/569465] Loss : 0.4349
518
+ 2024-05-30 02:23:11,286 - INFO - [204800/569465] Loss : 0.4348
519
+ 2024-05-30 02:24:39,464 - INFO - [256000/569465] Loss : 0.4350
520
+ 2024-05-30 02:24:59,209 - INFO - [268288/569465] Loss : 0.4350
521
+ 2024-05-30 02:27:39,339 - INFO - Test loss : 0.8895
522
+ 2024-05-30 02:27:39,340 - INFO -
523
+ Epoch 57
524
+ 2024-05-30 02:29:09,466 - INFO - [51200/569465] Loss : 0.4340
525
+ 2024-05-30 02:30:37,465 - INFO - [102400/569465] Loss : 0.4335
526
+ 2024-05-30 02:32:05,500 - INFO - [153600/569465] Loss : 0.4336
527
+ 2024-05-30 02:33:33,691 - INFO - [204800/569465] Loss : 0.4341
528
+ 2024-05-30 02:35:01,841 - INFO - [256000/569465] Loss : 0.4340
529
+ 2024-05-30 02:35:21,510 - INFO - [268288/569465] Loss : 0.4340
530
+ 2024-05-30 02:38:01,735 - INFO - Test loss : 0.8964
531
+ 2024-05-30 02:38:01,736 - INFO -
532
+ Epoch 58
533
+ 2024-05-30 02:39:32,598 - INFO - [51200/569465] Loss : 0.4335
534
+ 2024-05-30 02:41:01,053 - INFO - [102400/569465] Loss : 0.4333
535
+ 2024-05-30 02:42:28,975 - INFO - [153600/569465] Loss : 0.4334
536
+ 2024-05-30 02:43:57,182 - INFO - [204800/569465] Loss : 0.4333
537
+ 2024-05-30 02:45:25,496 - INFO - [256000/569465] Loss : 0.4329
538
+ 2024-05-30 02:45:45,198 - INFO - [268288/569465] Loss : 0.4329
539
+ 2024-05-30 02:48:25,238 - INFO - Test loss : 0.9095
540
+ 2024-05-30 02:48:25,238 - INFO -
541
+ Epoch 59
542
+ 2024-05-30 02:49:55,415 - INFO - [51200/569465] Loss : 0.4312
543
+ 2024-05-30 02:51:23,590 - INFO - [102400/569465] Loss : 0.4307
544
+ 2024-05-30 02:52:51,558 - INFO - [153600/569465] Loss : 0.4305
545
+ 2024-05-30 02:54:19,735 - INFO - [204800/569465] Loss : 0.4306
546
+ 2024-05-30 02:55:47,832 - INFO - [256000/569465] Loss : 0.4305
547
+ 2024-05-30 02:56:07,463 - INFO - [268288/569465] Loss : 0.4306
548
+ 2024-05-30 02:58:48,721 - INFO - Test loss : 0.9160
549
+ 2024-05-30 02:58:48,721 - INFO -
550
+ Epoch 60
551
+ 2024-05-30 03:00:18,908 - INFO - [51200/569465] Loss : 0.4304
552
+ 2024-05-30 03:01:47,047 - INFO - [102400/569465] Loss : 0.4291
553
+ 2024-05-30 03:03:15,007 - INFO - [153600/569465] Loss : 0.4300
554
+ 2024-05-30 03:04:43,176 - INFO - [204800/569465] Loss : 0.4298
555
+ 2024-05-30 03:06:11,261 - INFO - [256000/569465] Loss : 0.4296
556
+ 2024-05-30 03:06:30,933 - INFO - [268288/569465] Loss : 0.4295
557
+ 2024-05-30 03:09:10,982 - INFO - Test loss : 0.9212
558
+ 2024-05-30 03:09:10,982 - INFO -
559
+ Epoch 61
560
+ 2024-05-30 03:10:41,135 - INFO - [51200/569465] Loss : 0.4294
561
+ 2024-05-30 03:12:09,209 - INFO - [102400/569465] Loss : 0.4293
562
+ 2024-05-30 03:13:37,168 - INFO - [153600/569465] Loss : 0.4291
563
+ 2024-05-30 03:15:05,320 - INFO - [204800/569465] Loss : 0.4291
564
+ 2024-05-30 03:16:34,207 - INFO - [256000/569465] Loss : 0.4289
565
+ 2024-05-30 03:16:54,107 - INFO - [268288/569465] Loss : 0.4289
566
+ 2024-05-30 03:19:34,263 - INFO - Test loss : 0.9291
567
+ 2024-05-30 03:19:34,263 - INFO -
568
+ Epoch 62
569
+ 2024-05-30 03:21:04,348 - INFO - [51200/569465] Loss : 0.4279
570
+ 2024-05-30 03:22:32,459 - INFO - [102400/569465] Loss : 0.4271
571
+ 2024-05-30 03:24:00,460 - INFO - [153600/569465] Loss : 0.4282
572
+ 2024-05-30 03:25:28,616 - INFO - [204800/569465] Loss : 0.4277
573
+ 2024-05-30 03:26:56,692 - INFO - [256000/569465] Loss : 0.4275
574
+ 2024-05-30 03:27:16,433 - INFO - [268288/569465] Loss : 0.4274
575
+ 2024-05-30 03:29:56,544 - INFO - Test loss : 0.9394
576
+ 2024-05-30 03:29:56,544 - INFO -
577
+ Epoch 63
578
+ 2024-05-30 03:31:26,692 - INFO - [51200/569465] Loss : 0.4271
579
+ 2024-05-30 03:32:54,754 - INFO - [102400/569465] Loss : 0.4271
580
+ 2024-05-30 03:34:23,104 - INFO - [153600/569465] Loss : 0.4269
581
+ 2024-05-30 03:35:52,065 - INFO - [204800/569465] Loss : 0.4267
582
+ 2024-05-30 03:37:20,135 - INFO - [256000/569465] Loss : 0.4263
583
+ 2024-05-30 03:37:39,808 - INFO - [268288/569465] Loss : 0.4263
584
+ 2024-05-30 03:40:19,998 - INFO - Test loss : 0.9465
585
+ 2024-05-30 03:40:19,998 - INFO -
586
+ Epoch 64
587
+ 2024-05-30 03:41:50,140 - INFO - [51200/569465] Loss : 0.4246
588
+ 2024-05-30 03:43:18,229 - INFO - [102400/569465] Loss : 0.4243
589
+ 2024-05-30 03:44:46,243 - INFO - [153600/569465] Loss : 0.4251
590
+ 2024-05-30 03:46:14,328 - INFO - [204800/569465] Loss : 0.4255
591
+ 2024-05-30 03:47:42,392 - INFO - [256000/569465] Loss : 0.4260
592
+ 2024-05-30 03:48:02,147 - INFO - [268288/569465] Loss : 0.4260
593
+ 2024-05-30 03:50:42,277 - INFO - Test loss : 0.9508
594
+ 2024-05-30 03:50:42,278 - INFO -
595
+ Epoch 65
596
+ 2024-05-30 03:52:12,436 - INFO - [51200/569465] Loss : 0.4243
597
+ 2024-05-30 03:53:41,542 - INFO - [102400/569465] Loss : 0.4251
598
+ 2024-05-30 03:55:09,725 - INFO - [153600/569465] Loss : 0.4245
599
+ 2024-05-30 03:56:37,908 - INFO - [204800/569465] Loss : 0.4243
600
+ 2024-05-30 03:58:05,956 - INFO - [256000/569465] Loss : 0.4245
601
+ 2024-05-30 03:58:25,637 - INFO - [268288/569465] Loss : 0.4245
602
+ 2024-05-30 04:01:05,875 - INFO - Test loss : 0.9596
603
+ 2024-05-30 04:01:05,876 - INFO -
604
+ Epoch 66
605
+ 2024-05-30 04:02:35,953 - INFO - [51200/569465] Loss : 0.4234
606
+ 2024-05-30 04:04:04,065 - INFO - [102400/569465] Loss : 0.4236
607
+ 2024-05-30 04:05:31,998 - INFO - [153600/569465] Loss : 0.4228
608
+ 2024-05-30 04:07:00,160 - INFO - [204800/569465] Loss : 0.4233
609
+ 2024-05-30 04:08:28,270 - INFO - [256000/569465] Loss : 0.4234
610
+ 2024-05-30 04:08:47,957 - INFO - [268288/569465] Loss : 0.4233
611
+ 2024-05-30 04:11:27,650 - INFO - Test loss : 0.9679
612
+ 2024-05-30 04:11:27,650 - INFO -
613
+ Epoch 67
614
+ 2024-05-30 04:12:57,742 - INFO - [51200/569465] Loss : 0.4250
615
+ 2024-05-30 04:14:25,820 - INFO - [102400/569465] Loss : 0.4230
616
+ 2024-05-30 04:15:53,803 - INFO - [153600/569465] Loss : 0.4229
617
+ 2024-05-30 04:17:21,908 - INFO - [204800/569465] Loss : 0.4226
618
+ 2024-05-30 04:18:49,872 - INFO - [256000/569465] Loss : 0.4225
619
+ 2024-05-30 04:19:09,506 - INFO - [268288/569465] Loss : 0.4225
620
+ 2024-05-30 04:21:49,608 - INFO - Test loss : 0.9762
621
+ 2024-05-30 04:21:49,609 - INFO -
622
+ Epoch 68
623
+ 2024-05-30 04:23:19,682 - INFO - [51200/569465] Loss : 0.4217
624
+ 2024-05-30 04:24:47,749 - INFO - [102400/569465] Loss : 0.4215
625
+ 2024-05-30 04:26:15,687 - INFO - [153600/569465] Loss : 0.4218
626
+ 2024-05-30 04:27:43,822 - INFO - [204800/569465] Loss : 0.4222
627
+ 2024-05-30 04:29:11,767 - INFO - [256000/569465] Loss : 0.4221
628
+ 2024-05-30 04:29:31,407 - INFO - [268288/569465] Loss : 0.4222
629
+ 2024-05-30 04:32:13,095 - INFO - Test loss : 0.9806
630
+ 2024-05-30 04:32:13,095 - INFO -
631
+ Epoch 69
632
+ 2024-05-30 04:33:43,154 - INFO - [51200/569465] Loss : 0.4213
633
+ 2024-05-30 04:35:11,216 - INFO - [102400/569465] Loss : 0.4205
634
+ 2024-05-30 04:36:39,121 - INFO - [153600/569465] Loss : 0.4202
635
+ 2024-05-30 04:38:07,224 - INFO - [204800/569465] Loss : 0.4204
636
+ 2024-05-30 04:39:35,232 - INFO - [256000/569465] Loss : 0.4209
637
+ 2024-05-30 04:39:54,896 - INFO - [268288/569465] Loss : 0.4210
638
+ 2024-05-30 04:42:34,977 - INFO - Test loss : 0.9871
639
+ 2024-05-30 04:42:34,977 - INFO -
640
+ Epoch 70
641
+ 2024-05-30 04:44:05,113 - INFO - [51200/569465] Loss : 0.4202
642
+ 2024-05-30 04:45:33,101 - INFO - [102400/569465] Loss : 0.4205
643
+ 2024-05-30 04:47:00,990 - INFO - [153600/569465] Loss : 0.4197
644
+ 2024-05-30 04:48:29,407 - INFO - [204800/569465] Loss : 0.4193
645
+ 2024-05-30 04:49:58,657 - INFO - [256000/569465] Loss : 0.4193
646
+ 2024-05-30 04:50:18,365 - INFO - [268288/569465] Loss : 0.4193
647
+ 2024-05-30 04:52:58,423 - INFO - Test loss : 0.9974
648
+ 2024-05-30 04:52:58,423 - INFO -
649
+ Epoch 71
650
+ 2024-05-30 04:54:28,500 - INFO - [51200/569465] Loss : 0.4177
651
+ 2024-05-30 04:55:56,574 - INFO - [102400/569465] Loss : 0.4186
652
+ 2024-05-30 04:57:24,561 - INFO - [153600/569465] Loss : 0.4190
653
+ 2024-05-30 04:58:52,710 - INFO - [204800/569465] Loss : 0.4186
654
+ 2024-05-30 05:00:20,653 - INFO - [256000/569465] Loss : 0.4188
655
+ 2024-05-30 05:00:40,311 - INFO - [268288/569465] Loss : 0.4192
656
+ 2024-05-30 05:03:20,415 - INFO - Test loss : 0.9988
657
+ 2024-05-30 05:03:20,415 - INFO -
658
+ Epoch 72
659
+ 2024-05-30 05:04:50,496 - INFO - [51200/569465] Loss : 0.4170
660
+ 2024-05-30 05:06:18,568 - INFO - [102400/569465] Loss : 0.4180
661
+ 2024-05-30 05:07:47,687 - INFO - [153600/569465] Loss : 0.4178
662
+ 2024-05-30 05:09:16,129 - INFO - [204800/569465] Loss : 0.4181
663
+ 2024-05-30 05:10:44,047 - INFO - [256000/569465] Loss : 0.4180
664
+ 2024-05-30 05:11:03,752 - INFO - [268288/569465] Loss : 0.4180
665
+ 2024-05-30 05:13:43,985 - INFO - Test loss : 1.0109
666
+ 2024-05-30 05:13:43,985 - INFO -
667
+ Epoch 73
668
+ 2024-05-30 05:15:14,086 - INFO - [51200/569465] Loss : 0.4181
669
+ 2024-05-30 05:16:42,152 - INFO - [102400/569465] Loss : 0.4178
670
+ 2024-05-30 05:18:10,063 - INFO - [153600/569465] Loss : 0.4171
671
+ 2024-05-30 05:19:38,137 - INFO - [204800/569465] Loss : 0.4169
672
+ 2024-05-30 05:21:06,141 - INFO - [256000/569465] Loss : 0.4167
673
+ 2024-05-30 05:21:25,835 - INFO - [268288/569465] Loss : 0.4169
674
+ 2024-05-30 05:24:06,044 - INFO - Test loss : 1.0151
675
+ 2024-05-30 05:24:06,044 - INFO -
676
+ Epoch 74
677
+ 2024-05-30 05:25:36,508 - INFO - [51200/569465] Loss : 0.4160
678
+ 2024-05-30 05:27:05,739 - INFO - [102400/569465] Loss : 0.4166
679
+ 2024-05-30 05:28:33,690 - INFO - [153600/569465] Loss : 0.4159
680
+ 2024-05-30 05:30:01,761 - INFO - [204800/569465] Loss : 0.4165
681
+ 2024-05-30 05:31:29,804 - INFO - [256000/569465] Loss : 0.4162
682
+ 2024-05-30 05:31:49,492 - INFO - [268288/569465] Loss : 0.4162
683
+ 2024-05-30 05:34:29,681 - INFO - Test loss : 1.0237
684
+ 2024-05-30 05:34:29,682 - INFO -
685
+ Epoch 75
686
+ 2024-05-30 05:35:59,730 - INFO - [51200/569465] Loss : 0.4147
687
+ 2024-05-30 05:37:27,837 - INFO - [102400/569465] Loss : 0.4146
688
+ 2024-05-30 05:38:55,754 - INFO - [153600/569465] Loss : 0.4157
689
+ 2024-05-30 05:40:23,817 - INFO - [204800/569465] Loss : 0.4159
690
+ 2024-05-30 05:41:51,779 - INFO - [256000/569465] Loss : 0.4154
691
+ 2024-05-30 05:42:11,459 - INFO - [268288/569465] Loss : 0.4153
692
+ 2024-05-30 05:44:52,766 - INFO - Test loss : 1.0298
693
+ 2024-05-30 05:44:52,766 - INFO -
694
+ Epoch 76
695
+ 2024-05-30 05:46:23,299 - INFO - [51200/569465] Loss : 0.4153
696
+ 2024-05-30 05:47:51,384 - INFO - [102400/569465] Loss : 0.4155
697
+ 2024-05-30 05:49:19,306 - INFO - [153600/569465] Loss : 0.4160
698
+ 2024-05-30 05:50:47,395 - INFO - [204800/569465] Loss : 0.4158
699
+ 2024-05-30 05:52:15,297 - INFO - [256000/569465] Loss : 0.4156
700
+ 2024-05-30 05:52:34,973 - INFO - [268288/569465] Loss : 0.4157
701
+ 2024-05-30 05:55:15,161 - INFO - Test loss : 1.0340
702
+ 2024-05-30 05:55:15,161 - INFO -
703
+ Epoch 77
704
+ 2024-05-30 05:56:45,268 - INFO - [51200/569465] Loss : 0.4143
705
+ 2024-05-30 05:58:13,334 - INFO - [102400/569465] Loss : 0.4146
706
+ 2024-05-30 05:59:41,231 - INFO - [153600/569465] Loss : 0.4148
707
+ 2024-05-30 06:01:09,285 - INFO - [204800/569465] Loss : 0.4148
708
+ 2024-05-30 06:02:37,508 - INFO - [256000/569465] Loss : 0.4149
709
+ 2024-05-30 06:02:57,541 - INFO - [268288/569465] Loss : 0.4148
710
+ 2024-05-30 06:05:38,712 - INFO - Test loss : 1.0382
711
+ 2024-05-30 06:05:38,712 - INFO -
712
+ Epoch 78
713
+ 2024-05-30 06:07:08,863 - INFO - [51200/569465] Loss : 0.4134
714
+ 2024-05-30 06:08:36,862 - INFO - [102400/569465] Loss : 0.4130
715
+ 2024-05-30 06:10:04,841 - INFO - [153600/569465] Loss : 0.4125
716
+ 2024-05-30 06:11:32,881 - INFO - [204800/569465] Loss : 0.4125
717
+ 2024-05-30 06:13:00,795 - INFO - [256000/569465] Loss : 0.4128
718
+ 2024-05-30 06:13:20,539 - INFO - [268288/569465] Loss : 0.4128
719
+ 2024-05-30 06:16:00,767 - INFO - Test loss : 1.0455
720
+ 2024-05-30 06:16:00,768 - INFO -
721
+ Epoch 79
722
+ 2024-05-30 06:17:30,838 - INFO - [51200/569465] Loss : 0.4124
723
+ 2024-05-30 06:18:58,905 - INFO - [102400/569465] Loss : 0.4125
724
+ 2024-05-30 06:20:26,924 - INFO - [153600/569465] Loss : 0.4122
725
+ 2024-05-30 06:21:56,076 - INFO - [204800/569465] Loss : 0.4120
726
+ 2024-05-30 06:23:24,569 - INFO - [256000/569465] Loss : 0.4121
727
+ 2024-05-30 06:23:44,226 - INFO - [268288/569465] Loss : 0.4122
728
+ 2024-05-30 06:26:24,456 - INFO - Test loss : 1.0541
729
+ 2024-05-30 06:26:24,456 - INFO -
730
+ Epoch 80
731
+ 2024-05-30 06:27:54,527 - INFO - [51200/569465] Loss : 0.4114
732
+ 2024-05-30 06:29:22,569 - INFO - [102400/569465] Loss : 0.4114
733
+ 2024-05-30 06:30:50,521 - INFO - [153600/569465] Loss : 0.4115
734
+ 2024-05-30 06:32:18,593 - INFO - [204800/569465] Loss : 0.4113
735
+ 2024-05-30 06:33:46,425 - INFO - [256000/569465] Loss : 0.4117
736
+ 2024-05-30 06:34:06,177 - INFO - [268288/569465] Loss : 0.4118
737
+ 2024-05-30 06:36:46,475 - INFO - Test loss : 1.0546
738
+ 2024-05-30 06:36:46,475 - INFO -
739
+ Epoch 81
740
+ 2024-05-30 06:38:16,557 - INFO - [51200/569465] Loss : 0.4118
741
+ 2024-05-30 06:39:44,981 - INFO - [102400/569465] Loss : 0.4114
742
+ 2024-05-30 06:41:14,173 - INFO - [153600/569465] Loss : 0.4113
743
+ 2024-05-30 06:42:42,177 - INFO - [204800/569465] Loss : 0.4111
744
+ 2024-05-30 06:44:10,128 - INFO - [256000/569465] Loss : 0.4112
745
+ 2024-05-30 06:44:29,794 - INFO - [268288/569465] Loss : 0.4112
746
+ 2024-05-30 06:47:10,146 - INFO - Test loss : 1.0656
747
+ 2024-05-30 06:47:10,146 - INFO -
748
+ Epoch 82
749
+ 2024-05-30 06:48:40,261 - INFO - [51200/569465] Loss : 0.4102
750
+ 2024-05-30 06:50:08,262 - INFO - [102400/569465] Loss : 0.4105
751
+ 2024-05-30 06:51:36,171 - INFO - [153600/569465] Loss : 0.4109
752
+ 2024-05-30 06:53:04,199 - INFO - [204800/569465] Loss : 0.4113
753
+ 2024-05-30 06:54:32,250 - INFO - [256000/569465] Loss : 0.4112
754
+ 2024-05-30 06:54:51,924 - INFO - [268288/569465] Loss : 0.4111
755
+ 2024-05-30 06:57:32,161 - INFO - Test loss : 1.0656
756
+ 2024-05-30 06:57:32,161 - INFO -
757
+ Epoch 83
758
+ 2024-05-30 06:59:03,407 - INFO - [51200/569465] Loss : 0.4096
759
+ 2024-05-30 07:00:32,007 - INFO - [102400/569465] Loss : 0.4099
760
+ 2024-05-30 07:01:59,982 - INFO - [153600/569465] Loss : 0.4101
761
+ 2024-05-30 07:03:28,037 - INFO - [204800/569465] Loss : 0.4103
762
+ 2024-05-30 07:04:56,020 - INFO - [256000/569465] Loss : 0.4103
763
+ 2024-05-30 07:05:15,686 - INFO - [268288/569465] Loss : 0.4102
764
+ 2024-05-30 07:07:55,902 - INFO - Test loss : 1.0750
765
+ 2024-05-30 07:07:55,903 - INFO -
766
+ Epoch 84
767
+ 2024-05-30 07:09:26,026 - INFO - [51200/569465] Loss : 0.4095
768
+ 2024-05-30 07:10:54,160 - INFO - [102400/569465] Loss : 0.4095
769
+ 2024-05-30 07:12:22,136 - INFO - [153600/569465] Loss : 0.4093
770
+ 2024-05-30 07:13:50,236 - INFO - [204800/569465] Loss : 0.4095
771
+ 2024-05-30 07:15:18,162 - INFO - [256000/569465] Loss : 0.4091
772
+ 2024-05-30 07:15:37,825 - INFO - [268288/569465] Loss : 0.4092
773
+ 2024-05-30 07:18:19,702 - INFO - Test loss : 1.0812
774
+ 2024-05-30 07:18:19,702 - INFO -
775
+ Epoch 85
776
+ 2024-05-30 07:19:49,864 - INFO - [51200/569465] Loss : 0.4099
777
+ 2024-05-30 07:21:17,952 - INFO - [102400/569465] Loss : 0.4097
778
+ 2024-05-30 07:22:45,946 - INFO - [153600/569465] Loss : 0.4096
779
+ 2024-05-30 07:24:13,939 - INFO - [204800/569465] Loss : 0.4096
780
+ 2024-05-30 07:25:41,914 - INFO - [256000/569465] Loss : 0.4093
781
+ 2024-05-30 07:26:01,587 - INFO - [268288/569465] Loss : 0.4091
782
+ 2024-05-30 07:28:41,887 - INFO - Test loss : 1.0827
783
+ 2024-05-30 07:28:41,887 - INFO -
784
+ Epoch 86
785
+ 2024-05-30 07:30:12,125 - INFO - [51200/569465] Loss : 0.4078
786
+ 2024-05-30 07:31:40,121 - INFO - [102400/569465] Loss : 0.4081
787
+ 2024-05-30 07:33:08,085 - INFO - [153600/569465] Loss : 0.4074
788
+ 2024-05-30 07:34:36,154 - INFO - [204800/569465] Loss : 0.4078
789
+ 2024-05-30 07:36:05,286 - INFO - [256000/569465] Loss : 0.4082
790
+ 2024-05-30 07:36:25,392 - INFO - [268288/569465] Loss : 0.4084
791
+ 2024-05-30 07:39:05,930 - INFO - Test loss : 1.0891
792
+ 2024-05-30 07:39:05,930 - INFO -
793
+ Epoch 87
794
+ 2024-05-30 07:40:35,989 - INFO - [51200/569465] Loss : 0.4084
795
+ 2024-05-30 07:42:04,142 - INFO - [102400/569465] Loss : 0.4076
796
+ 2024-05-30 07:43:32,155 - INFO - [153600/569465] Loss : 0.4078
797
+ 2024-05-30 07:45:00,215 - INFO - [204800/569465] Loss : 0.4082
798
+ 2024-05-30 07:46:28,130 - INFO - [256000/569465] Loss : 0.4082
799
+ 2024-05-30 07:46:47,811 - INFO - [268288/569465] Loss : 0.4083
800
+ 2024-05-30 07:49:28,190 - INFO - Test loss : 1.0927
801
+ 2024-05-30 07:49:28,190 - INFO -
802
+ Epoch 88
803
+ 2024-05-30 07:50:58,309 - INFO - [51200/569465] Loss : 0.4061
804
+ 2024-05-30 07:52:27,017 - INFO - [102400/569465] Loss : 0.4062
805
+ 2024-05-30 07:53:54,433 - INFO - [153600/569465] Loss : 0.4062
806
+ 2024-05-30 07:55:22,383 - INFO - [204800/569465] Loss : 0.4068
807
+ 2024-05-30 07:56:50,129 - INFO - [256000/569465] Loss : 0.4067
808
+ 2024-05-30 07:57:09,777 - INFO - [268288/569465] Loss : 0.4068
809
+ 2024-05-30 07:59:49,975 - INFO - Test loss : 1.0980
810
+ 2024-05-30 07:59:49,975 - INFO -
811
+ Epoch 89
812
+ 2024-05-30 08:01:19,997 - INFO - [51200/569465] Loss : 0.4048
813
+ 2024-05-30 08:02:47,933 - INFO - [102400/569465] Loss : 0.4067
814
+ 2024-05-30 08:04:15,847 - INFO - [153600/569465] Loss : 0.4064
815
+ 2024-05-30 08:05:43,670 - INFO - [204800/569465] Loss : 0.4067
816
+ 2024-05-30 08:07:11,487 - INFO - [256000/569465] Loss : 0.4067
817
+ 2024-05-30 08:07:31,093 - INFO - [268288/569465] Loss : 0.4070
818
+ 2024-05-30 08:10:11,417 - INFO - Test loss : 1.1007
819
+ 2024-05-30 08:10:11,417 - INFO -
820
+ Epoch 90
821
+ 2024-05-30 08:11:41,437 - INFO - [51200/569465] Loss : 0.4061
822
+ 2024-05-30 08:13:10,222 - INFO - [102400/569465] Loss : 0.4068
823
+ 2024-05-30 08:14:39,259 - INFO - [153600/569465] Loss : 0.4067
824
+ 2024-05-30 08:16:07,222 - INFO - [204800/569465] Loss : 0.4067
825
+ 2024-05-30 08:17:35,091 - INFO - [256000/569465] Loss : 0.4067
826
+ 2024-05-30 08:17:54,723 - INFO - [268288/569465] Loss : 0.4066
827
+ 2024-05-30 08:20:34,956 - INFO - Test loss : 1.1039
828
+ 2024-05-30 08:20:34,957 - INFO -
829
+ Epoch 91
830
+ 2024-05-30 08:22:04,884 - INFO - [51200/569465] Loss : 0.4057
831
+ 2024-05-30 08:23:32,922 - INFO - [102400/569465] Loss : 0.4060
832
+ 2024-05-30 08:25:00,764 - INFO - [153600/569465] Loss : 0.4050
833
+ 2024-05-30 08:26:28,673 - INFO - [204800/569465] Loss : 0.4055
834
+ 2024-05-30 08:27:56,448 - INFO - [256000/569465] Loss : 0.4054
835
+ 2024-05-30 08:28:16,109 - INFO - [268288/569465] Loss : 0.4055
836
+ 2024-05-30 08:30:56,294 - INFO - Test loss : 1.1123
837
+ 2024-05-30 08:30:56,294 - INFO -
838
+ Epoch 92
839
+ 2024-05-30 08:32:27,982 - INFO - [51200/569465] Loss : 0.4038
840
+ 2024-05-30 08:33:56,314 - INFO - [102400/569465] Loss : 0.4039
841
+ 2024-05-30 08:35:24,145 - INFO - [153600/569465] Loss : 0.4045
842
+ 2024-05-30 08:36:52,112 - INFO - [204800/569465] Loss : 0.4049
843
+ 2024-05-30 08:38:19,813 - INFO - [256000/569465] Loss : 0.4048
844
+ 2024-05-30 08:38:39,473 - INFO - [268288/569465] Loss : 0.4048
845
+ 2024-05-30 08:41:20,769 - INFO - Test loss : 1.1154
846
+ 2024-05-30 08:41:20,769 - INFO -
847
+ Epoch 93
848
+ 2024-05-30 08:42:43,427 - INFO - [51200/569465] Loss : 0.4031
849
+ 2024-05-30 08:43:58,663 - INFO - [102400/569465] Loss : 0.4037
850
+ 2024-05-30 08:45:13,818 - INFO - [153600/569465] Loss : 0.4038
851
+ 2024-05-30 08:46:28,902 - INFO - [204800/569465] Loss : 0.4045
852
+ 2024-05-30 08:47:44,145 - INFO - [256000/569465] Loss : 0.4044
853
+ 2024-05-30 08:48:01,015 - INFO - [268288/569465] Loss : 0.4044
854
+ 2024-05-30 08:50:20,033 - INFO - Test loss : 1.1209
855
+ 2024-05-30 08:50:20,033 - INFO -
856
+ Epoch 94
857
+ 2024-05-30 08:51:37,087 - INFO - [51200/569465] Loss : 0.4008
858
+ 2024-05-30 08:52:52,336 - INFO - [102400/569465] Loss : 0.4028
859
+ 2024-05-30 08:54:07,372 - INFO - [153600/569465] Loss : 0.4034
860
+ 2024-05-30 08:55:22,526 - INFO - [204800/569465] Loss : 0.4039
861
+ 2024-05-30 08:56:37,768 - INFO - [256000/569465] Loss : 0.4043
862
+ 2024-05-30 08:56:54,637 - INFO - [268288/569465] Loss : 0.4044
863
+ 2024-05-30 08:59:11,762 - INFO - Test loss : 1.1251
864
+ 2024-05-30 08:59:11,762 - INFO -
865
+ Epoch 95
866
+ 2024-05-30 09:00:26,570 - INFO - [51200/569465] Loss : 0.4040
867
+ 2024-05-30 09:01:35,165 - INFO - [102400/569465] Loss : 0.4038
868
+ 2024-05-30 09:02:37,861 - INFO - [153600/569465] Loss : 0.4040
869
+ 2024-05-30 09:03:40,451 - INFO - [204800/569465] Loss : 0.4039
870
+ 2024-05-30 09:04:43,893 - INFO - [256000/569465] Loss : 0.4039
871
+ 2024-05-30 09:04:58,382 - INFO - [268288/569465] Loss : 0.4040
872
+ 2024-05-30 09:06:53,144 - INFO - Test loss : 1.1281
873
+ 2024-05-30 09:06:53,144 - INFO -
874
+ Epoch 96
875
+ 2024-05-30 09:07:57,379 - INFO - [51200/569465] Loss : 0.4046
876
+ 2024-05-30 09:09:00,112 - INFO - [102400/569465] Loss : 0.4043
877
+ 2024-05-30 09:10:02,742 - INFO - [153600/569465] Loss : 0.4040
878
+ 2024-05-30 09:11:05,357 - INFO - [204800/569465] Loss : 0.4038
879
+ 2024-05-30 09:12:08,059 - INFO - [256000/569465] Loss : 0.4036
880
+ 2024-05-30 09:12:22,140 - INFO - [268288/569465] Loss : 0.4037
881
+ 2024-05-30 09:14:16,351 - INFO - Test loss : 1.1350
882
+ 2024-05-30 09:14:16,351 - INFO -
883
+ Epoch 97
884
+ 2024-05-30 09:15:20,610 - INFO - [51200/569465] Loss : 0.4037
885
+ 2024-05-30 09:16:23,362 - INFO - [102400/569465] Loss : 0.4038
886
+ 2024-05-30 09:17:26,039 - INFO - [153600/569465] Loss : 0.4034
887
+ 2024-05-30 09:18:29,996 - INFO - [204800/569465] Loss : 0.4032
888
+ 2024-05-30 09:19:32,614 - INFO - [256000/569465] Loss : 0.4030
889
+ 2024-05-30 09:19:43,883 - INFO - [268288/569465] Loss : 0.4031
890
+ 2024-05-30 09:21:38,747 - INFO - Test loss : 1.1375
891
+ 2024-05-30 09:21:38,747 - INFO -
892
+ Epoch 98
893
+ 2024-05-30 09:22:44,355 - INFO - [51200/569465] Loss : 0.4032
894
+ 2024-05-30 09:23:47,570 - INFO - [102400/569465] Loss : 0.4023
895
+ 2024-05-30 09:24:37,396 - INFO - [153600/569465] Loss : 0.4018
896
+ 2024-05-30 09:25:27,359 - INFO - [204800/569465] Loss : 0.4020
897
+ 2024-05-30 09:26:17,427 - INFO - [256000/569465] Loss : 0.4023
898
+ 2024-05-30 09:26:28,661 - INFO - [268288/569465] Loss : 0.4022
899
+ 2024-05-30 09:27:59,067 - INFO - Test loss : 1.1429
900
+ 2024-05-30 09:27:59,067 - INFO -
901
+ Epoch 99
902
+ 2024-05-30 09:28:50,238 - INFO - [51200/569465] Loss : 0.4035
903
+ 2024-05-30 09:29:40,108 - INFO - [102400/569465] Loss : 0.4030
904
+ 2024-05-30 09:30:31,764 - INFO - [153600/569465] Loss : 0.4027
905
+ 2024-05-30 09:31:14,369 - INFO - [204800/569465] Loss : 0.4025
906
+ 2024-05-30 09:32:01,933 - INFO - [256000/569465] Loss : 0.4027
907
+ 2024-05-30 09:32:12,514 - INFO - [268288/569465] Loss : 0.4026
908
+ 2024-05-30 09:33:29,510 - INFO - Test loss : 1.1455
909
+ 2024-05-30 09:33:29,510 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_inat_2017_Sphere2Vec-sphereC+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
910
+ 2024-05-30 09:33:29,581 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_inat_2017_Sphere2Vec-sphereC+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
911
+ 2024-05-30 09:33:29,813 - INFO -
912
+ No prior
913
+ 2024-05-30 09:33:30,400 - INFO - (95986,)
914
+ 2024-05-30 09:33:48,726 - INFO - Split ID: 0
915
+ 2024-05-30 09:33:48,727 - INFO - Top 1 acc (%): 63.27
916
+ 2024-05-30 09:33:48,727 - INFO - Top 3 acc (%): 79.82
917
+ 2024-05-30 09:33:48,727 - INFO - Top 5 acc (%): 84.51
918
+ 2024-05-30 09:33:48,727 - INFO - Top 10 acc (%): 88.99
919
+ 2024-05-30 09:35:14,946 - INFO - Split ID: 0
920
+ 2024-05-30 09:35:14,947 - INFO - Top 1 acc (%): 68.29
921
+ 2024-05-30 09:35:14,947 - INFO - Top 3 acc (%): 82.7
922
+ 2024-05-30 09:35:14,947 - INFO - Top 5 acc (%): 86.54
923
+ 2024-05-30 09:35:14,947 - INFO - Top 10 acc (%): 90.21
924
+ 2024-05-30 09:35:14,997 - INFO -
925
+ Only Sphere2Vec-sphereC+
926
+ 2024-05-30 09:35:14,998 - INFO - Model : model_inat_2017_Sphere2Vec-sphereC+_inception_v3_0.0001_32_0.0100000_1_1024.pth.tar
927
+ 2024-05-30 09:35:16,585 - INFO - (93622,)
928
+ 2024-05-30 09:36:02,221 - INFO - Split ID: 0
929
+ 2024-05-30 09:36:02,257 - INFO - Top 1 LocEnc acc (%): 1.24
930
+ 2024-05-30 09:36:02,260 - INFO - Top 3 LocEnc acc (%): 3.16
931
+ 2024-05-30 09:36:02,263 - INFO - Top 5 LocEnc acc (%): 4.76
932
+ 2024-05-30 09:36:02,266 - INFO - Top 10 LocEnc acc (%): 8.23