Upload data/model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.log with huggingface_hub
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data/model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.log
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| 1 |
+
2024-05-28 17:43:23,846 - INFO -
|
| 2 |
+
num_classes 8142
|
| 3 |
+
2024-05-28 17:43:23,847 - INFO - num train 436063
|
| 4 |
+
2024-05-28 17:43:23,847 - INFO - num val 24343
|
| 5 |
+
2024-05-28 17:43:23,847 - INFO - train loss full_loss
|
| 6 |
+
2024-05-28 17:43:23,847 - INFO - model name ../models/sphere2vec_sphereM/model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 7 |
+
2024-05-28 17:43:23,847 - INFO - num users 18643
|
| 8 |
+
2024-05-28 17:43:24,308 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-28 17:45:47,694 - INFO - [51200/436063] Loss : 1.8286
|
| 11 |
+
2024-05-28 17:48:09,618 - INFO - [102400/436063] Loss : 1.6025
|
| 12 |
+
2024-05-28 17:50:29,656 - INFO - [153600/436063] Loss : 1.4485
|
| 13 |
+
2024-05-28 17:52:50,507 - INFO - [204800/436063] Loss : 1.3293
|
| 14 |
+
2024-05-28 17:55:11,031 - INFO - [256000/436063] Loss : 1.2350
|
| 15 |
+
2024-05-28 17:55:26,708 - INFO - [262144/436063] Loss : 1.2256
|
| 16 |
+
2024-05-28 17:56:32,663 - INFO - Test loss : 0.3755
|
| 17 |
+
2024-05-28 17:56:32,663 - INFO -
|
| 18 |
+
Epoch 1
|
| 19 |
+
2024-05-28 17:58:56,863 - INFO - [51200/436063] Loss : 0.7406
|
| 20 |
+
2024-05-28 18:01:17,791 - INFO - [102400/436063] Loss : 0.7177
|
| 21 |
+
2024-05-28 18:03:38,722 - INFO - [153600/436063] Loss : 0.6989
|
| 22 |
+
2024-05-28 18:05:59,407 - INFO - [204800/436063] Loss : 0.6811
|
| 23 |
+
2024-05-28 18:08:19,137 - INFO - [256000/436063] Loss : 0.6661
|
| 24 |
+
2024-05-28 18:08:34,943 - INFO - [262144/436063] Loss : 0.6643
|
| 25 |
+
2024-05-28 18:09:42,007 - INFO - Test loss : 0.2228
|
| 26 |
+
2024-05-28 18:09:42,007 - INFO -
|
| 27 |
+
Epoch 2
|
| 28 |
+
2024-05-28 18:12:05,571 - INFO - [51200/436063] Loss : 0.5540
|
| 29 |
+
2024-05-28 18:14:25,775 - INFO - [102400/436063] Loss : 0.5514
|
| 30 |
+
2024-05-28 18:16:46,385 - INFO - [153600/436063] Loss : 0.5451
|
| 31 |
+
2024-05-28 18:19:06,325 - INFO - [204800/436063] Loss : 0.5394
|
| 32 |
+
2024-05-28 18:21:28,020 - INFO - [256000/436063] Loss : 0.5339
|
| 33 |
+
2024-05-28 18:21:43,956 - INFO - [262144/436063] Loss : 0.5334
|
| 34 |
+
2024-05-28 18:22:49,940 - INFO - Test loss : 0.1832
|
| 35 |
+
2024-05-28 18:22:49,940 - INFO -
|
| 36 |
+
Epoch 3
|
| 37 |
+
2024-05-28 18:25:13,131 - INFO - [51200/436063] Loss : 0.4831
|
| 38 |
+
2024-05-28 18:27:34,456 - INFO - [102400/436063] Loss : 0.4811
|
| 39 |
+
2024-05-28 18:29:54,568 - INFO - [153600/436063] Loss : 0.4786
|
| 40 |
+
2024-05-28 18:32:15,461 - INFO - [204800/436063] Loss : 0.4759
|
| 41 |
+
2024-05-28 18:34:35,611 - INFO - [256000/436063] Loss : 0.4730
|
| 42 |
+
2024-05-28 18:34:51,468 - INFO - [262144/436063] Loss : 0.4726
|
| 43 |
+
2024-05-28 18:35:57,963 - INFO - Test loss : 0.1727
|
| 44 |
+
2024-05-28 18:35:57,963 - INFO -
|
| 45 |
+
Epoch 4
|
| 46 |
+
2024-05-28 18:38:21,927 - INFO - [51200/436063] Loss : 0.4363
|
| 47 |
+
2024-05-28 18:40:41,696 - INFO - [102400/436063] Loss : 0.4379
|
| 48 |
+
2024-05-28 18:43:02,547 - INFO - [153600/436063] Loss : 0.4369
|
| 49 |
+
2024-05-28 18:45:22,536 - INFO - [204800/436063] Loss : 0.4349
|
| 50 |
+
2024-05-28 18:47:42,865 - INFO - [256000/436063] Loss : 0.4339
|
| 51 |
+
2024-05-28 18:47:58,801 - INFO - [262144/436063] Loss : 0.4336
|
| 52 |
+
2024-05-28 18:49:02,304 - INFO - Test loss : 0.1715
|
| 53 |
+
2024-05-28 18:49:02,304 - INFO -
|
| 54 |
+
Epoch 5
|
| 55 |
+
2024-05-28 18:51:25,432 - INFO - [51200/436063] Loss : 0.4066
|
| 56 |
+
2024-05-28 18:53:46,259 - INFO - [102400/436063] Loss : 0.4064
|
| 57 |
+
2024-05-28 18:56:06,531 - INFO - [153600/436063] Loss : 0.4071
|
| 58 |
+
2024-05-28 18:58:27,435 - INFO - [204800/436063] Loss : 0.4070
|
| 59 |
+
2024-05-28 19:00:48,947 - INFO - [256000/436063] Loss : 0.4065
|
| 60 |
+
2024-05-28 19:01:04,882 - INFO - [262144/436063] Loss : 0.4065
|
| 61 |
+
2024-05-28 19:02:10,836 - INFO - Test loss : 0.1675
|
| 62 |
+
2024-05-28 19:02:10,836 - INFO -
|
| 63 |
+
Epoch 6
|
| 64 |
+
2024-05-28 19:04:33,585 - INFO - [51200/436063] Loss : 0.3844
|
| 65 |
+
2024-05-28 19:06:54,675 - INFO - [102400/436063] Loss : 0.3848
|
| 66 |
+
2024-05-28 19:09:14,163 - INFO - [153600/436063] Loss : 0.3851
|
| 67 |
+
2024-05-28 19:11:36,210 - INFO - [204800/436063] Loss : 0.3856
|
| 68 |
+
2024-05-28 19:13:56,077 - INFO - [256000/436063] Loss : 0.3854
|
| 69 |
+
2024-05-28 19:14:11,660 - INFO - [262144/436063] Loss : 0.3854
|
| 70 |
+
2024-05-28 19:15:17,779 - INFO - Test loss : 0.1756
|
| 71 |
+
2024-05-28 19:15:17,779 - INFO -
|
| 72 |
+
Epoch 7
|
| 73 |
+
2024-05-28 19:17:42,531 - INFO - [51200/436063] Loss : 0.3675
|
| 74 |
+
2024-05-28 19:20:01,328 - INFO - [102400/436063] Loss : 0.3696
|
| 75 |
+
2024-05-28 19:22:22,059 - INFO - [153600/436063] Loss : 0.3697
|
| 76 |
+
2024-05-28 19:24:41,961 - INFO - [204800/436063] Loss : 0.3697
|
| 77 |
+
2024-05-28 19:27:02,550 - INFO - [256000/436063] Loss : 0.3701
|
| 78 |
+
2024-05-28 19:27:18,518 - INFO - [262144/436063] Loss : 0.3700
|
| 79 |
+
2024-05-28 19:28:25,428 - INFO - Test loss : 0.1798
|
| 80 |
+
2024-05-28 19:28:25,429 - INFO -
|
| 81 |
+
Epoch 8
|
| 82 |
+
2024-05-28 19:30:47,967 - INFO - [51200/436063] Loss : 0.3545
|
| 83 |
+
2024-05-28 19:33:08,312 - INFO - [102400/436063] Loss : 0.3549
|
| 84 |
+
2024-05-28 19:35:28,821 - INFO - [153600/436063] Loss : 0.3549
|
| 85 |
+
2024-05-28 19:37:48,688 - INFO - [204800/436063] Loss : 0.3555
|
| 86 |
+
2024-05-28 19:40:09,798 - INFO - [256000/436063] Loss : 0.3557
|
| 87 |
+
2024-05-28 19:40:25,515 - INFO - [262144/436063] Loss : 0.3558
|
| 88 |
+
2024-05-28 19:41:31,275 - INFO - Test loss : 0.1843
|
| 89 |
+
2024-05-28 19:41:31,275 - INFO -
|
| 90 |
+
Epoch 9
|
| 91 |
+
2024-05-28 19:43:55,078 - INFO - [51200/436063] Loss : 0.3413
|
| 92 |
+
2024-05-28 19:46:16,005 - INFO - [102400/436063] Loss : 0.3424
|
| 93 |
+
2024-05-28 19:48:36,595 - INFO - [153600/436063] Loss : 0.3432
|
| 94 |
+
2024-05-28 19:50:58,250 - INFO - [204800/436063] Loss : 0.3449
|
| 95 |
+
2024-05-28 19:53:17,633 - INFO - [256000/436063] Loss : 0.3448
|
| 96 |
+
2024-05-28 19:53:33,460 - INFO - [262144/436063] Loss : 0.3448
|
| 97 |
+
2024-05-28 19:54:40,078 - INFO - Test loss : 0.1930
|
| 98 |
+
2024-05-28 19:54:40,078 - INFO -
|
| 99 |
+
Epoch 10
|
| 100 |
+
2024-05-28 19:57:04,352 - INFO - [51200/436063] Loss : 0.3307
|
| 101 |
+
2024-05-28 19:59:24,166 - INFO - [102400/436063] Loss : 0.3327
|
| 102 |
+
2024-05-28 20:01:45,680 - INFO - [153600/436063] Loss : 0.3342
|
| 103 |
+
2024-05-28 20:04:06,049 - INFO - [204800/436063] Loss : 0.3350
|
| 104 |
+
2024-05-28 20:06:26,337 - INFO - [256000/436063] Loss : 0.3354
|
| 105 |
+
2024-05-28 20:06:42,268 - INFO - [262144/436063] Loss : 0.3353
|
| 106 |
+
2024-05-28 20:07:48,768 - INFO - Test loss : 0.2016
|
| 107 |
+
2024-05-28 20:07:49,972 - INFO - (24343,)
|
| 108 |
+
2024-05-28 20:08:13,990 - INFO - Split ID: 0
|
| 109 |
+
2024-05-28 20:08:14,002 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.66
|
| 110 |
+
2024-05-28 20:08:14,004 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 4.62
|
| 111 |
+
2024-05-28 20:08:14,005 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 7.25
|
| 112 |
+
2024-05-28 20:08:14,006 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 12.82
|
| 113 |
+
2024-05-28 20:08:14,125 - INFO -
|
| 114 |
+
No prior
|
| 115 |
+
2024-05-28 20:08:14,380 - INFO - (24426,)
|
| 116 |
+
2024-05-28 20:08:26,100 - INFO - Split ID: 0
|
| 117 |
+
2024-05-28 20:08:26,101 - INFO - Top 1 (Epoch 10)acc (%): 60.2
|
| 118 |
+
2024-05-28 20:08:26,101 - INFO - Top 3 (Epoch 10)acc (%): 77.9
|
| 119 |
+
2024-05-28 20:08:26,101 - INFO - Top 5 (Epoch 10)acc (%): 83.29
|
| 120 |
+
2024-05-28 20:08:26,101 - INFO - Top 10 (Epoch 10)acc (%): 88.5
|
| 121 |
+
2024-05-28 20:09:32,693 - INFO - Split ID: 0
|
| 122 |
+
2024-05-28 20:09:32,693 - INFO - Top 1 (Epoch 10)acc (%): 72.87
|
| 123 |
+
2024-05-28 20:09:32,693 - INFO - Top 3 (Epoch 10)acc (%): 87.38
|
| 124 |
+
2024-05-28 20:09:32,693 - INFO - Top 5 (Epoch 10)acc (%): 90.88
|
| 125 |
+
2024-05-28 20:09:32,694 - INFO - Top 10 (Epoch 10)acc (%): 94.05
|
| 126 |
+
2024-05-28 20:10:39,402 - INFO - Split ID: 0
|
| 127 |
+
2024-05-28 20:10:39,402 - INFO - Top 1 (Epoch 10)acc (%): 72.87
|
| 128 |
+
2024-05-28 20:10:39,403 - INFO - for optuna top1: 72.87
|
| 129 |
+
2024-05-28 20:10:39,403 - INFO - Top 3 (Epoch 10)acc (%): 87.38
|
| 130 |
+
2024-05-28 20:10:39,403 - INFO - Top 5 (Epoch 10)acc (%): 90.88
|
| 131 |
+
2024-05-28 20:10:39,403 - INFO - Top 10 (Epoch 10)acc (%): 94.05
|
| 132 |
+
2024-05-28 20:10:39,404 - INFO -
|
| 133 |
+
Epoch 11
|
| 134 |
+
2024-05-28 20:13:03,634 - INFO - [51200/436063] Loss : 0.3249
|
| 135 |
+
2024-05-28 20:15:23,936 - INFO - [102400/436063] Loss : 0.3261
|
| 136 |
+
2024-05-28 20:17:45,290 - INFO - [153600/436063] Loss : 0.3266
|
| 137 |
+
2024-05-28 20:20:05,740 - INFO - [204800/436063] Loss : 0.3269
|
| 138 |
+
2024-05-28 20:22:25,869 - INFO - [256000/436063] Loss : 0.3269
|
| 139 |
+
2024-05-28 20:22:41,877 - INFO - [262144/436063] Loss : 0.3267
|
| 140 |
+
2024-05-28 20:23:48,698 - INFO - Test loss : 0.2094
|
| 141 |
+
2024-05-28 20:23:48,698 - INFO -
|
| 142 |
+
Epoch 12
|
| 143 |
+
2024-05-28 20:26:12,836 - INFO - [51200/436063] Loss : 0.3156
|
| 144 |
+
2024-05-28 20:28:33,104 - INFO - [102400/436063] Loss : 0.3166
|
| 145 |
+
2024-05-28 20:30:53,556 - INFO - [153600/436063] Loss : 0.3170
|
| 146 |
+
2024-05-28 20:33:13,067 - INFO - [204800/436063] Loss : 0.3179
|
| 147 |
+
2024-05-28 20:35:34,461 - INFO - [256000/436063] Loss : 0.3187
|
| 148 |
+
2024-05-28 20:35:50,247 - INFO - [262144/436063] Loss : 0.3188
|
| 149 |
+
2024-05-28 20:36:56,389 - INFO - Test loss : 0.2186
|
| 150 |
+
2024-05-28 20:36:56,389 - INFO -
|
| 151 |
+
Epoch 13
|
| 152 |
+
2024-05-28 20:39:19,497 - INFO - [51200/436063] Loss : 0.3094
|
| 153 |
+
2024-05-28 20:41:41,312 - INFO - [102400/436063] Loss : 0.3104
|
| 154 |
+
2024-05-28 20:44:00,571 - INFO - [153600/436063] Loss : 0.3115
|
| 155 |
+
2024-05-28 20:46:22,430 - INFO - [204800/436063] Loss : 0.3117
|
| 156 |
+
2024-05-28 20:48:43,089 - INFO - [256000/436063] Loss : 0.3121
|
| 157 |
+
2024-05-28 20:48:58,846 - INFO - [262144/436063] Loss : 0.3122
|
| 158 |
+
2024-05-28 20:50:04,663 - INFO - Test loss : 0.2262
|
| 159 |
+
2024-05-28 20:50:04,663 - INFO -
|
| 160 |
+
Epoch 14
|
| 161 |
+
2024-05-28 20:52:28,750 - INFO - [51200/436063] Loss : 0.3033
|
| 162 |
+
2024-05-28 20:54:48,978 - INFO - [102400/436063] Loss : 0.3047
|
| 163 |
+
2024-05-28 20:57:09,347 - INFO - [153600/436063] Loss : 0.3053
|
| 164 |
+
2024-05-28 20:59:29,633 - INFO - [204800/436063] Loss : 0.3060
|
| 165 |
+
2024-05-28 21:01:47,361 - INFO - [256000/436063] Loss : 0.3068
|
| 166 |
+
2024-05-28 21:02:03,160 - INFO - [262144/436063] Loss : 0.3067
|
| 167 |
+
2024-05-28 21:03:10,177 - INFO - Test loss : 0.2349
|
| 168 |
+
2024-05-28 21:03:10,177 - INFO -
|
| 169 |
+
Epoch 15
|
| 170 |
+
2024-05-28 21:05:27,025 - INFO - [51200/436063] Loss : 0.2995
|
| 171 |
+
2024-05-28 21:07:34,911 - INFO - [102400/436063] Loss : 0.2987
|
| 172 |
+
2024-05-28 21:09:41,902 - INFO - [153600/436063] Loss : 0.2995
|
| 173 |
+
2024-05-28 21:11:49,600 - INFO - [204800/436063] Loss : 0.3007
|
| 174 |
+
2024-05-28 21:13:57,363 - INFO - [256000/436063] Loss : 0.3013
|
| 175 |
+
2024-05-28 21:14:11,760 - INFO - [262144/436063] Loss : 0.3013
|
| 176 |
+
2024-05-28 21:15:11,592 - INFO - Test loss : 0.2413
|
| 177 |
+
2024-05-28 21:15:11,592 - INFO -
|
| 178 |
+
Epoch 16
|
| 179 |
+
2024-05-28 21:17:22,009 - INFO - [51200/436063] Loss : 0.2924
|
| 180 |
+
2024-05-28 21:19:29,906 - INFO - [102400/436063] Loss : 0.2943
|
| 181 |
+
2024-05-28 21:21:37,336 - INFO - [153600/436063] Loss : 0.2951
|
| 182 |
+
2024-05-28 21:23:45,434 - INFO - [204800/436063] Loss : 0.2964
|
| 183 |
+
2024-05-28 21:25:52,516 - INFO - [256000/436063] Loss : 0.2965
|
| 184 |
+
2024-05-28 21:26:06,848 - INFO - [262144/436063] Loss : 0.2966
|
| 185 |
+
2024-05-28 21:27:06,845 - INFO - Test loss : 0.2528
|
| 186 |
+
2024-05-28 21:27:06,845 - INFO -
|
| 187 |
+
Epoch 17
|
| 188 |
+
2024-05-28 21:29:17,111 - INFO - [51200/436063] Loss : 0.2899
|
| 189 |
+
2024-05-28 21:31:15,586 - INFO - [102400/436063] Loss : 0.2909
|
| 190 |
+
2024-05-28 21:33:10,946 - INFO - [153600/436063] Loss : 0.2914
|
| 191 |
+
2024-05-28 21:35:05,683 - INFO - [204800/436063] Loss : 0.2919
|
| 192 |
+
2024-05-28 21:37:00,966 - INFO - [256000/436063] Loss : 0.2925
|
| 193 |
+
2024-05-28 21:37:14,136 - INFO - [262144/436063] Loss : 0.2924
|
| 194 |
+
2024-05-28 21:38:08,690 - INFO - Test loss : 0.2598
|
| 195 |
+
2024-05-28 21:38:08,690 - INFO -
|
| 196 |
+
Epoch 18
|
| 197 |
+
2024-05-28 21:40:06,112 - INFO - [51200/436063] Loss : 0.2865
|
| 198 |
+
2024-05-28 21:42:01,342 - INFO - [102400/436063] Loss : 0.2863
|
| 199 |
+
2024-05-28 21:44:09,351 - INFO - [153600/436063] Loss : 0.2864
|
| 200 |
+
2024-05-28 21:46:17,231 - INFO - [204800/436063] Loss : 0.2874
|
| 201 |
+
2024-05-28 21:48:18,243 - INFO - [256000/436063] Loss : 0.2881
|
| 202 |
+
2024-05-28 21:48:31,178 - INFO - [262144/436063] Loss : 0.2881
|
| 203 |
+
2024-05-28 21:49:25,256 - INFO - Test loss : 0.2700
|
| 204 |
+
2024-05-28 21:49:25,256 - INFO -
|
| 205 |
+
Epoch 19
|
| 206 |
+
2024-05-28 21:51:32,186 - INFO - [51200/436063] Loss : 0.2810
|
| 207 |
+
2024-05-28 21:53:39,719 - INFO - [102400/436063] Loss : 0.2830
|
| 208 |
+
2024-05-28 21:55:47,475 - INFO - [153600/436063] Loss : 0.2832
|
| 209 |
+
2024-05-28 21:57:55,763 - INFO - [204800/436063] Loss : 0.2839
|
| 210 |
+
2024-05-28 22:00:03,398 - INFO - [256000/436063] Loss : 0.2845
|
| 211 |
+
2024-05-28 22:00:17,819 - INFO - [262144/436063] Loss : 0.2845
|
| 212 |
+
2024-05-28 22:01:18,401 - INFO - Test loss : 0.2828
|
| 213 |
+
2024-05-28 22:01:18,401 - INFO -
|
| 214 |
+
Epoch 20
|
| 215 |
+
2024-05-28 22:03:29,342 - INFO - [51200/436063] Loss : 0.2787
|
| 216 |
+
2024-05-28 22:05:37,894 - INFO - [102400/436063] Loss : 0.2790
|
| 217 |
+
2024-05-28 22:07:46,227 - INFO - [153600/436063] Loss : 0.2797
|
| 218 |
+
2024-05-28 22:09:54,044 - INFO - [204800/436063] Loss : 0.2801
|
| 219 |
+
2024-05-28 22:12:01,942 - INFO - [256000/436063] Loss : 0.2809
|
| 220 |
+
2024-05-28 22:12:16,586 - INFO - [262144/436063] Loss : 0.2810
|
| 221 |
+
2024-05-28 22:13:17,313 - INFO - Test loss : 0.2820
|
| 222 |
+
2024-05-28 22:13:18,232 - INFO - (24343,)
|
| 223 |
+
2024-05-28 22:13:41,986 - INFO - Split ID: 0
|
| 224 |
+
2024-05-28 22:13:41,999 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.83
|
| 225 |
+
2024-05-28 22:13:42,000 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 7.08
|
| 226 |
+
2024-05-28 22:13:42,002 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 10.41
|
| 227 |
+
2024-05-28 22:13:42,003 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 16.89
|
| 228 |
+
2024-05-28 22:13:42,136 - INFO -
|
| 229 |
+
No prior
|
| 230 |
+
2024-05-28 22:13:42,393 - INFO - (24426,)
|
| 231 |
+
2024-05-28 22:13:54,165 - INFO - Split ID: 0
|
| 232 |
+
2024-05-28 22:13:54,166 - INFO - Top 1 (Epoch 20)acc (%): 60.2
|
| 233 |
+
2024-05-28 22:13:54,166 - INFO - Top 3 (Epoch 20)acc (%): 77.9
|
| 234 |
+
2024-05-28 22:13:54,166 - INFO - Top 5 (Epoch 20)acc (%): 83.29
|
| 235 |
+
2024-05-28 22:13:54,166 - INFO - Top 10 (Epoch 20)acc (%): 88.5
|
| 236 |
+
2024-05-28 22:14:55,027 - INFO - Split ID: 0
|
| 237 |
+
2024-05-28 22:14:55,027 - INFO - Top 1 (Epoch 20)acc (%): 73.25
|
| 238 |
+
2024-05-28 22:14:55,027 - INFO - Top 3 (Epoch 20)acc (%): 87.46
|
| 239 |
+
2024-05-28 22:14:55,027 - INFO - Top 5 (Epoch 20)acc (%): 90.9
|
| 240 |
+
2024-05-28 22:14:55,027 - INFO - Top 10 (Epoch 20)acc (%): 93.9
|
| 241 |
+
2024-05-28 22:15:55,833 - INFO - Split ID: 0
|
| 242 |
+
2024-05-28 22:15:55,833 - INFO - Top 1 (Epoch 20)acc (%): 73.25
|
| 243 |
+
2024-05-28 22:15:55,835 - INFO - for optuna top1: 73.25
|
| 244 |
+
2024-05-28 22:15:55,835 - INFO - Top 3 (Epoch 20)acc (%): 87.46
|
| 245 |
+
2024-05-28 22:15:55,835 - INFO - Top 5 (Epoch 20)acc (%): 90.9
|
| 246 |
+
2024-05-28 22:15:55,835 - INFO - Top 10 (Epoch 20)acc (%): 93.9
|
| 247 |
+
2024-05-28 22:15:55,850 - INFO -
|
| 248 |
+
Epoch 21
|
| 249 |
+
2024-05-28 22:18:06,815 - INFO - [51200/436063] Loss : 0.2745
|
| 250 |
+
2024-05-28 22:20:15,155 - INFO - [102400/436063] Loss : 0.2759
|
| 251 |
+
2024-05-28 22:22:23,197 - INFO - [153600/436063] Loss : 0.2766
|
| 252 |
+
2024-05-28 22:24:30,687 - INFO - [204800/436063] Loss : 0.2774
|
| 253 |
+
2024-05-28 22:26:32,108 - INFO - [256000/436063] Loss : 0.2785
|
| 254 |
+
2024-05-28 22:26:46,590 - INFO - [262144/436063] Loss : 0.2786
|
| 255 |
+
2024-05-28 22:27:47,535 - INFO - Test loss : 0.2977
|
| 256 |
+
2024-05-28 22:27:47,549 - INFO -
|
| 257 |
+
Epoch 22
|
| 258 |
+
2024-05-28 22:29:57,806 - INFO - [51200/436063] Loss : 0.2724
|
| 259 |
+
2024-05-28 22:32:05,856 - INFO - [102400/436063] Loss : 0.2733
|
| 260 |
+
2024-05-28 22:34:13,967 - INFO - [153600/436063] Loss : 0.2740
|
| 261 |
+
2024-05-28 22:36:22,044 - INFO - [204800/436063] Loss : 0.2749
|
| 262 |
+
2024-05-28 22:38:30,119 - INFO - [256000/436063] Loss : 0.2756
|
| 263 |
+
2024-05-28 22:38:44,474 - INFO - [262144/436063] Loss : 0.2756
|
| 264 |
+
2024-05-28 22:39:45,055 - INFO - Test loss : 0.2988
|
| 265 |
+
2024-05-28 22:39:45,055 - INFO -
|
| 266 |
+
Epoch 23
|
| 267 |
+
2024-05-28 22:41:55,859 - INFO - [51200/436063] Loss : 0.2703
|
| 268 |
+
2024-05-28 22:44:03,960 - INFO - [102400/436063] Loss : 0.2715
|
| 269 |
+
2024-05-28 22:46:11,800 - INFO - [153600/436063] Loss : 0.2718
|
| 270 |
+
2024-05-28 22:48:20,172 - INFO - [204800/436063] Loss : 0.2722
|
| 271 |
+
2024-05-28 22:50:27,905 - INFO - [256000/436063] Loss : 0.2725
|
| 272 |
+
2024-05-28 22:50:42,280 - INFO - [262144/436063] Loss : 0.2725
|
| 273 |
+
2024-05-28 22:51:42,774 - INFO - Test loss : 0.3137
|
| 274 |
+
2024-05-28 22:51:42,774 - INFO -
|
| 275 |
+
Epoch 24
|
| 276 |
+
2024-05-28 22:53:53,299 - INFO - [51200/436063] Loss : 0.2677
|
| 277 |
+
2024-05-28 22:56:01,049 - INFO - [102400/436063] Loss : 0.2684
|
| 278 |
+
2024-05-28 22:58:09,388 - INFO - [153600/436063] Loss : 0.2689
|
| 279 |
+
2024-05-28 23:00:14,314 - INFO - [204800/436063] Loss : 0.2696
|
| 280 |
+
2024-05-28 23:02:22,014 - INFO - [256000/436063] Loss : 0.2698
|
| 281 |
+
2024-05-28 23:02:36,475 - INFO - [262144/436063] Loss : 0.2697
|
| 282 |
+
2024-05-28 23:03:36,933 - INFO - Test loss : 0.3248
|
| 283 |
+
2024-05-28 23:03:36,933 - INFO -
|
| 284 |
+
Epoch 25
|
| 285 |
+
2024-05-28 23:05:47,605 - INFO - [51200/436063] Loss : 0.2641
|
| 286 |
+
2024-05-28 23:07:55,963 - INFO - [102400/436063] Loss : 0.2651
|
| 287 |
+
2024-05-28 23:10:04,095 - INFO - [153600/436063] Loss : 0.2657
|
| 288 |
+
2024-05-28 23:12:12,164 - INFO - [204800/436063] Loss : 0.2666
|
| 289 |
+
2024-05-28 23:14:21,247 - INFO - [256000/436063] Loss : 0.2677
|
| 290 |
+
2024-05-28 23:14:35,633 - INFO - [262144/436063] Loss : 0.2678
|
| 291 |
+
2024-05-28 23:15:36,342 - INFO - Test loss : 0.3223
|
| 292 |
+
2024-05-28 23:15:36,343 - INFO -
|
| 293 |
+
Epoch 26
|
| 294 |
+
2024-05-28 23:17:46,410 - INFO - [51200/436063] Loss : 0.2634
|
| 295 |
+
2024-05-28 23:19:54,501 - INFO - [102400/436063] Loss : 0.2641
|
| 296 |
+
2024-05-28 23:22:02,092 - INFO - [153600/436063] Loss : 0.2647
|
| 297 |
+
2024-05-28 23:24:10,800 - INFO - [204800/436063] Loss : 0.2653
|
| 298 |
+
2024-05-28 23:26:19,353 - INFO - [256000/436063] Loss : 0.2658
|
| 299 |
+
2024-05-28 23:26:33,823 - INFO - [262144/436063] Loss : 0.2658
|
| 300 |
+
2024-05-28 23:27:34,241 - INFO - Test loss : 0.3293
|
| 301 |
+
2024-05-28 23:27:34,242 - INFO -
|
| 302 |
+
Epoch 27
|
| 303 |
+
2024-05-28 23:29:33,199 - INFO - [51200/436063] Loss : 0.2588
|
| 304 |
+
2024-05-28 23:31:28,641 - INFO - [102400/436063] Loss : 0.2598
|
| 305 |
+
2024-05-28 23:33:25,328 - INFO - [153600/436063] Loss : 0.2610
|
| 306 |
+
2024-05-28 23:35:20,019 - INFO - [204800/436063] Loss : 0.2618
|
| 307 |
+
2024-05-28 23:37:15,830 - INFO - [256000/436063] Loss : 0.2628
|
| 308 |
+
2024-05-28 23:37:28,783 - INFO - [262144/436063] Loss : 0.2628
|
| 309 |
+
2024-05-28 23:38:22,989 - INFO - Test loss : 0.3477
|
| 310 |
+
2024-05-28 23:38:22,989 - INFO -
|
| 311 |
+
Epoch 28
|
| 312 |
+
2024-05-28 23:40:20,924 - INFO - [51200/436063] Loss : 0.2579
|
| 313 |
+
2024-05-28 23:42:04,519 - INFO - [102400/436063] Loss : 0.2593
|
| 314 |
+
2024-05-28 23:43:47,890 - INFO - [153600/436063] Loss : 0.2601
|
| 315 |
+
2024-05-28 23:45:30,374 - INFO - [204800/436063] Loss : 0.2612
|
| 316 |
+
2024-05-28 23:47:13,280 - INFO - [256000/436063] Loss : 0.2616
|
| 317 |
+
2024-05-28 23:47:24,752 - INFO - [262144/436063] Loss : 0.2617
|
| 318 |
+
2024-05-28 23:48:12,833 - INFO - Test loss : 0.3444
|
| 319 |
+
2024-05-28 23:48:12,833 - INFO -
|
| 320 |
+
Epoch 29
|
| 321 |
+
2024-05-28 23:49:58,002 - INFO - [51200/436063] Loss : 0.2570
|
| 322 |
+
2024-05-28 23:51:41,334 - INFO - [102400/436063] Loss : 0.2570
|
| 323 |
+
2024-05-28 23:53:24,346 - INFO - [153600/436063] Loss : 0.2581
|
| 324 |
+
2024-05-28 23:55:07,763 - INFO - [204800/436063] Loss : 0.2588
|
| 325 |
+
2024-05-28 23:56:37,846 - INFO - [256000/436063] Loss : 0.2595
|
| 326 |
+
2024-05-28 23:56:47,943 - INFO - [262144/436063] Loss : 0.2596
|
| 327 |
+
2024-05-28 23:57:30,338 - INFO - Test loss : 0.3516
|
| 328 |
+
2024-05-28 23:57:30,338 - INFO -
|
| 329 |
+
Epoch 30
|
| 330 |
+
2024-05-28 23:59:02,386 - INFO - [51200/436063] Loss : 0.2551
|
| 331 |
+
2024-05-29 00:00:32,001 - INFO - [102400/436063] Loss : 0.2551
|
| 332 |
+
2024-05-29 00:02:02,024 - INFO - [153600/436063] Loss : 0.2562
|
| 333 |
+
2024-05-29 00:03:31,990 - INFO - [204800/436063] Loss : 0.2569
|
| 334 |
+
2024-05-29 00:05:01,963 - INFO - [256000/436063] Loss : 0.2578
|
| 335 |
+
2024-05-29 00:05:12,222 - INFO - [262144/436063] Loss : 0.2578
|
| 336 |
+
2024-05-29 00:05:54,564 - INFO - Test loss : 0.3720
|
| 337 |
+
2024-05-29 00:05:55,622 - INFO - (24343,)
|
| 338 |
+
2024-05-29 00:06:19,475 - INFO - Split ID: 0
|
| 339 |
+
2024-05-29 00:06:19,486 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 3.39
|
| 340 |
+
2024-05-29 00:06:19,488 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 8.04
|
| 341 |
+
2024-05-29 00:06:19,489 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 11.82
|
| 342 |
+
2024-05-29 00:06:19,490 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 18.9
|
| 343 |
+
2024-05-29 00:06:19,608 - INFO -
|
| 344 |
+
No prior
|
| 345 |
+
2024-05-29 00:06:19,855 - INFO - (24426,)
|
| 346 |
+
2024-05-29 00:06:31,507 - INFO - Split ID: 0
|
| 347 |
+
2024-05-29 00:06:31,508 - INFO - Top 1 (Epoch 30)acc (%): 60.2
|
| 348 |
+
2024-05-29 00:06:31,508 - INFO - Top 3 (Epoch 30)acc (%): 77.9
|
| 349 |
+
2024-05-29 00:06:31,508 - INFO - Top 5 (Epoch 30)acc (%): 83.29
|
| 350 |
+
2024-05-29 00:06:31,508 - INFO - Top 10 (Epoch 30)acc (%): 88.5
|
| 351 |
+
2024-05-29 00:07:15,422 - INFO - Split ID: 0
|
| 352 |
+
2024-05-29 00:07:15,422 - INFO - Top 1 (Epoch 30)acc (%): 73.41
|
| 353 |
+
2024-05-29 00:07:15,422 - INFO - Top 3 (Epoch 30)acc (%): 87.42
|
| 354 |
+
2024-05-29 00:07:15,422 - INFO - Top 5 (Epoch 30)acc (%): 90.8
|
| 355 |
+
2024-05-29 00:07:15,423 - INFO - Top 10 (Epoch 30)acc (%): 93.77
|
| 356 |
+
2024-05-29 00:07:59,161 - INFO - Split ID: 0
|
| 357 |
+
2024-05-29 00:07:59,161 - INFO - Top 1 (Epoch 30)acc (%): 73.41
|
| 358 |
+
2024-05-29 00:07:59,161 - INFO - for optuna top1: 73.41
|
| 359 |
+
2024-05-29 00:07:59,161 - INFO - Top 3 (Epoch 30)acc (%): 87.42
|
| 360 |
+
2024-05-29 00:07:59,161 - INFO - Top 5 (Epoch 30)acc (%): 90.8
|
| 361 |
+
2024-05-29 00:07:59,161 - INFO - Top 10 (Epoch 30)acc (%): 93.77
|
| 362 |
+
2024-05-29 00:07:59,176 - INFO -
|
| 363 |
+
Epoch 31
|
| 364 |
+
2024-05-29 00:09:31,064 - INFO - [51200/436063] Loss : 0.2523
|
| 365 |
+
2024-05-29 00:11:01,190 - INFO - [102400/436063] Loss : 0.2541
|
| 366 |
+
2024-05-29 00:12:31,338 - INFO - [153600/436063] Loss : 0.2552
|
| 367 |
+
2024-05-29 00:14:01,220 - INFO - [204800/436063] Loss : 0.2558
|
| 368 |
+
2024-05-29 00:15:31,342 - INFO - [256000/436063] Loss : 0.2562
|
| 369 |
+
2024-05-29 00:15:41,434 - INFO - [262144/436063] Loss : 0.2563
|
| 370 |
+
2024-05-29 00:16:23,881 - INFO - Test loss : 0.3720
|
| 371 |
+
2024-05-29 00:16:23,881 - INFO -
|
| 372 |
+
Epoch 32
|
| 373 |
+
2024-05-29 00:17:56,623 - INFO - [51200/436063] Loss : 0.2513
|
| 374 |
+
2024-05-29 00:19:25,237 - INFO - [102400/436063] Loss : 0.2515
|
| 375 |
+
2024-05-29 00:20:55,756 - INFO - [153600/436063] Loss : 0.2530
|
| 376 |
+
2024-05-29 00:22:21,706 - INFO - [204800/436063] Loss : 0.2537
|
| 377 |
+
2024-05-29 00:23:39,345 - INFO - [256000/436063] Loss : 0.2541
|
| 378 |
+
2024-05-29 00:23:48,121 - INFO - [262144/436063] Loss : 0.2544
|
| 379 |
+
2024-05-29 00:24:24,397 - INFO - Test loss : 0.3782
|
| 380 |
+
2024-05-29 00:24:24,397 - INFO -
|
| 381 |
+
Epoch 33
|
| 382 |
+
2024-05-29 00:25:43,719 - INFO - [51200/436063] Loss : 0.2515
|
| 383 |
+
2024-05-29 00:27:00,889 - INFO - [102400/436063] Loss : 0.2516
|
| 384 |
+
2024-05-29 00:28:18,350 - INFO - [153600/436063] Loss : 0.2520
|
| 385 |
+
2024-05-29 00:29:35,623 - INFO - [204800/436063] Loss : 0.2527
|
| 386 |
+
2024-05-29 00:30:52,765 - INFO - [256000/436063] Loss : 0.2535
|
| 387 |
+
2024-05-29 00:31:01,481 - INFO - [262144/436063] Loss : 0.2536
|
| 388 |
+
2024-05-29 00:31:37,949 - INFO - Test loss : 0.3826
|
| 389 |
+
2024-05-29 00:31:37,949 - INFO -
|
| 390 |
+
Epoch 34
|
| 391 |
+
2024-05-29 00:32:56,953 - INFO - [51200/436063] Loss : 0.2490
|
| 392 |
+
2024-05-29 00:34:11,101 - INFO - [102400/436063] Loss : 0.2497
|
| 393 |
+
2024-05-29 00:35:24,845 - INFO - [153600/436063] Loss : 0.2506
|
| 394 |
+
2024-05-29 00:36:42,424 - INFO - [204800/436063] Loss : 0.2512
|
| 395 |
+
2024-05-29 00:38:00,246 - INFO - [256000/436063] Loss : 0.2521
|
| 396 |
+
2024-05-29 00:38:08,955 - INFO - [262144/436063] Loss : 0.2521
|
| 397 |
+
2024-05-29 00:38:45,133 - INFO - Test loss : 0.3963
|
| 398 |
+
2024-05-29 00:38:45,133 - INFO -
|
| 399 |
+
Epoch 35
|
| 400 |
+
2024-05-29 00:40:04,121 - INFO - [51200/436063] Loss : 0.2485
|
| 401 |
+
2024-05-29 00:41:21,533 - INFO - [102400/436063] Loss : 0.2496
|
| 402 |
+
2024-05-29 00:42:38,773 - INFO - [153600/436063] Loss : 0.2503
|
| 403 |
+
2024-05-29 00:43:56,866 - INFO - [204800/436063] Loss : 0.2508
|
| 404 |
+
2024-05-29 00:45:14,987 - INFO - [256000/436063] Loss : 0.2508
|
| 405 |
+
2024-05-29 00:45:23,778 - INFO - [262144/436063] Loss : 0.2509
|
| 406 |
+
2024-05-29 00:46:00,157 - INFO - Test loss : 0.4023
|
| 407 |
+
2024-05-29 00:46:00,157 - INFO -
|
| 408 |
+
Epoch 36
|
| 409 |
+
2024-05-29 00:47:19,316 - INFO - [51200/436063] Loss : 0.2483
|
| 410 |
+
2024-05-29 00:48:36,358 - INFO - [102400/436063] Loss : 0.2487
|
| 411 |
+
2024-05-29 00:49:53,427 - INFO - [153600/436063] Loss : 0.2493
|
| 412 |
+
2024-05-29 00:51:11,731 - INFO - [204800/436063] Loss : 0.2496
|
| 413 |
+
2024-05-29 00:52:29,691 - INFO - [256000/436063] Loss : 0.2502
|
| 414 |
+
2024-05-29 00:52:38,461 - INFO - [262144/436063] Loss : 0.2502
|
| 415 |
+
2024-05-29 00:53:14,822 - INFO - Test loss : 0.3972
|
| 416 |
+
2024-05-29 00:53:14,823 - INFO -
|
| 417 |
+
Epoch 37
|
| 418 |
+
2024-05-29 00:54:33,902 - INFO - [51200/436063] Loss : 0.2466
|
| 419 |
+
2024-05-29 00:55:51,207 - INFO - [102400/436063] Loss : 0.2472
|
| 420 |
+
2024-05-29 00:57:08,203 - INFO - [153600/436063] Loss : 0.2478
|
| 421 |
+
2024-05-29 00:58:25,604 - INFO - [204800/436063] Loss : 0.2481
|
| 422 |
+
2024-05-29 00:59:43,167 - INFO - [256000/436063] Loss : 0.2484
|
| 423 |
+
2024-05-29 00:59:51,854 - INFO - [262144/436063] Loss : 0.2485
|
| 424 |
+
2024-05-29 01:00:28,170 - INFO - Test loss : 0.4122
|
| 425 |
+
2024-05-29 01:00:28,170 - INFO -
|
| 426 |
+
Epoch 38
|
| 427 |
+
2024-05-29 01:01:47,200 - INFO - [51200/436063] Loss : 0.2467
|
| 428 |
+
2024-05-29 01:03:04,698 - INFO - [102400/436063] Loss : 0.2460
|
| 429 |
+
2024-05-29 01:04:22,363 - INFO - [153600/436063] Loss : 0.2467
|
| 430 |
+
2024-05-29 01:05:40,542 - INFO - [204800/436063] Loss : 0.2470
|
| 431 |
+
2024-05-29 01:06:56,007 - INFO - [256000/436063] Loss : 0.2473
|
| 432 |
+
2024-05-29 01:07:04,719 - INFO - [262144/436063] Loss : 0.2474
|
| 433 |
+
2024-05-29 01:07:41,131 - INFO - Test loss : 0.4210
|
| 434 |
+
2024-05-29 01:07:41,132 - INFO -
|
| 435 |
+
Epoch 39
|
| 436 |
+
2024-05-29 01:09:00,438 - INFO - [51200/436063] Loss : 0.2434
|
| 437 |
+
2024-05-29 01:10:18,232 - INFO - [102400/436063] Loss : 0.2439
|
| 438 |
+
2024-05-29 01:11:35,565 - INFO - [153600/436063] Loss : 0.2449
|
| 439 |
+
2024-05-29 01:12:53,292 - INFO - [204800/436063] Loss : 0.2456
|
| 440 |
+
2024-05-29 01:14:10,459 - INFO - [256000/436063] Loss : 0.2461
|
| 441 |
+
2024-05-29 01:14:19,229 - INFO - [262144/436063] Loss : 0.2461
|
| 442 |
+
2024-05-29 01:14:55,383 - INFO - Test loss : 0.4240
|
| 443 |
+
2024-05-29 01:14:55,383 - INFO -
|
| 444 |
+
Epoch 40
|
| 445 |
+
2024-05-29 01:16:14,642 - INFO - [51200/436063] Loss : 0.2427
|
| 446 |
+
2024-05-29 01:17:32,298 - INFO - [102400/436063] Loss : 0.2436
|
| 447 |
+
2024-05-29 01:18:49,946 - INFO - [153600/436063] Loss : 0.2445
|
| 448 |
+
2024-05-29 01:20:07,721 - INFO - [204800/436063] Loss : 0.2450
|
| 449 |
+
2024-05-29 01:21:25,227 - INFO - [256000/436063] Loss : 0.2454
|
| 450 |
+
2024-05-29 01:21:33,949 - INFO - [262144/436063] Loss : 0.2454
|
| 451 |
+
2024-05-29 01:22:10,340 - INFO - Test loss : 0.4255
|
| 452 |
+
2024-05-29 01:22:11,517 - INFO - (24343,)
|
| 453 |
+
2024-05-29 01:22:35,671 - INFO - Split ID: 0
|
| 454 |
+
2024-05-29 01:22:35,682 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 4.0
|
| 455 |
+
2024-05-29 01:22:35,683 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 9.0
|
| 456 |
+
2024-05-29 01:22:35,684 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 13.03
|
| 457 |
+
2024-05-29 01:22:35,685 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 20.25
|
| 458 |
+
2024-05-29 01:22:35,789 - INFO -
|
| 459 |
+
No prior
|
| 460 |
+
2024-05-29 01:22:36,023 - INFO - (24426,)
|
| 461 |
+
2024-05-29 01:22:47,749 - INFO - Split ID: 0
|
| 462 |
+
2024-05-29 01:22:47,749 - INFO - Top 1 (Epoch 40)acc (%): 60.2
|
| 463 |
+
2024-05-29 01:22:47,749 - INFO - Top 3 (Epoch 40)acc (%): 77.9
|
| 464 |
+
2024-05-29 01:22:47,749 - INFO - Top 5 (Epoch 40)acc (%): 83.29
|
| 465 |
+
2024-05-29 01:22:47,750 - INFO - Top 10 (Epoch 40)acc (%): 88.5
|
| 466 |
+
2024-05-29 01:23:26,170 - INFO - Split ID: 0
|
| 467 |
+
2024-05-29 01:23:26,170 - INFO - Top 1 (Epoch 40)acc (%): 73.23
|
| 468 |
+
2024-05-29 01:23:26,170 - INFO - Top 3 (Epoch 40)acc (%): 87.23
|
| 469 |
+
2024-05-29 01:23:26,170 - INFO - Top 5 (Epoch 40)acc (%): 90.64
|
| 470 |
+
2024-05-29 01:23:26,171 - INFO - Top 10 (Epoch 40)acc (%): 93.61
|
| 471 |
+
2024-05-29 01:24:04,598 - INFO - Split ID: 0
|
| 472 |
+
2024-05-29 01:24:04,598 - INFO - Top 1 (Epoch 40)acc (%): 73.23
|
| 473 |
+
2024-05-29 01:24:04,598 - INFO - for optuna top1: 73.23
|
| 474 |
+
2024-05-29 01:24:04,598 - INFO - Top 3 (Epoch 40)acc (%): 87.23
|
| 475 |
+
2024-05-29 01:24:04,598 - INFO - Top 5 (Epoch 40)acc (%): 90.64
|
| 476 |
+
2024-05-29 01:24:04,599 - INFO - Top 10 (Epoch 40)acc (%): 93.61
|
| 477 |
+
2024-05-29 01:24:04,614 - INFO -
|
| 478 |
+
Epoch 41
|
| 479 |
+
2024-05-29 01:25:23,568 - INFO - [51200/436063] Loss : 0.2430
|
| 480 |
+
2024-05-29 01:26:41,078 - INFO - [102400/436063] Loss : 0.2429
|
| 481 |
+
2024-05-29 01:27:58,842 - INFO - [153600/436063] Loss : 0.2429
|
| 482 |
+
2024-05-29 01:29:16,098 - INFO - [204800/436063] Loss : 0.2435
|
| 483 |
+
2024-05-29 01:30:33,685 - INFO - [256000/436063] Loss : 0.2442
|
| 484 |
+
2024-05-29 01:30:42,523 - INFO - [262144/436063] Loss : 0.2443
|
| 485 |
+
2024-05-29 01:31:18,852 - INFO - Test loss : 0.4340
|
| 486 |
+
2024-05-29 01:31:18,853 - INFO -
|
| 487 |
+
Epoch 42
|
| 488 |
+
2024-05-29 01:32:37,608 - INFO - [51200/436063] Loss : 0.2403
|
| 489 |
+
2024-05-29 01:33:55,122 - INFO - [102400/436063] Loss : 0.2411
|
| 490 |
+
2024-05-29 01:35:12,598 - INFO - [153600/436063] Loss : 0.2417
|
| 491 |
+
2024-05-29 01:36:30,167 - INFO - [204800/436063] Loss : 0.2421
|
| 492 |
+
2024-05-29 01:37:47,611 - INFO - [256000/436063] Loss : 0.2428
|
| 493 |
+
2024-05-29 01:37:56,317 - INFO - [262144/436063] Loss : 0.2429
|
| 494 |
+
2024-05-29 01:38:32,878 - INFO - Test loss : 0.4506
|
| 495 |
+
2024-05-29 01:38:32,878 - INFO -
|
| 496 |
+
Epoch 43
|
| 497 |
+
2024-05-29 01:39:49,764 - INFO - [51200/436063] Loss : 0.2413
|
| 498 |
+
2024-05-29 01:40:59,000 - INFO - [102400/436063] Loss : 0.2412
|
| 499 |
+
2024-05-29 01:42:16,991 - INFO - [153600/436063] Loss : 0.2410
|
| 500 |
+
2024-05-29 01:43:34,913 - INFO - [204800/436063] Loss : 0.2416
|
| 501 |
+
2024-05-29 01:44:52,544 - INFO - [256000/436063] Loss : 0.2420
|
| 502 |
+
2024-05-29 01:45:01,195 - INFO - [262144/436063] Loss : 0.2421
|
| 503 |
+
2024-05-29 01:45:37,533 - INFO - Test loss : 0.4428
|
| 504 |
+
2024-05-29 01:45:37,533 - INFO -
|
| 505 |
+
Epoch 44
|
| 506 |
+
2024-05-29 01:46:56,658 - INFO - [51200/436063] Loss : 0.2400
|
| 507 |
+
2024-05-29 01:48:13,979 - INFO - [102400/436063] Loss : 0.2403
|
| 508 |
+
2024-05-29 01:49:31,449 - INFO - [153600/436063] Loss : 0.2402
|
| 509 |
+
2024-05-29 01:50:48,384 - INFO - [204800/436063] Loss : 0.2408
|
| 510 |
+
2024-05-29 01:52:05,974 - INFO - [256000/436063] Loss : 0.2412
|
| 511 |
+
2024-05-29 01:52:13,535 - INFO - [262144/436063] Loss : 0.2414
|
| 512 |
+
2024-05-29 01:52:49,631 - INFO - Test loss : 0.4480
|
| 513 |
+
2024-05-29 01:52:49,632 - INFO -
|
| 514 |
+
Epoch 45
|
| 515 |
+
2024-05-29 01:54:08,837 - INFO - [51200/436063] Loss : 0.2387
|
| 516 |
+
2024-05-29 01:55:26,115 - INFO - [102400/436063] Loss : 0.2396
|
| 517 |
+
2024-05-29 01:56:43,726 - INFO - [153600/436063] Loss : 0.2392
|
| 518 |
+
2024-05-29 01:58:00,898 - INFO - [204800/436063] Loss : 0.2395
|
| 519 |
+
2024-05-29 01:59:17,861 - INFO - [256000/436063] Loss : 0.2397
|
| 520 |
+
2024-05-29 01:59:26,612 - INFO - [262144/436063] Loss : 0.2397
|
| 521 |
+
2024-05-29 02:00:02,915 - INFO - Test loss : 0.4630
|
| 522 |
+
2024-05-29 02:00:02,915 - INFO -
|
| 523 |
+
Epoch 46
|
| 524 |
+
2024-05-29 02:01:22,000 - INFO - [51200/436063] Loss : 0.2385
|
| 525 |
+
2024-05-29 02:02:39,231 - INFO - [102400/436063] Loss : 0.2390
|
| 526 |
+
2024-05-29 02:03:56,818 - INFO - [153600/436063] Loss : 0.2387
|
| 527 |
+
2024-05-29 02:05:14,222 - INFO - [204800/436063] Loss : 0.2389
|
| 528 |
+
2024-05-29 02:06:31,463 - INFO - [256000/436063] Loss : 0.2397
|
| 529 |
+
2024-05-29 02:06:40,084 - INFO - [262144/436063] Loss : 0.2396
|
| 530 |
+
2024-05-29 02:07:16,395 - INFO - Test loss : 0.4659
|
| 531 |
+
2024-05-29 02:07:16,395 - INFO -
|
| 532 |
+
Epoch 47
|
| 533 |
+
2024-05-29 02:08:35,578 - INFO - [51200/436063] Loss : 0.2355
|
| 534 |
+
2024-05-29 02:09:52,890 - INFO - [102400/436063] Loss : 0.2372
|
| 535 |
+
2024-05-29 02:11:10,446 - INFO - [153600/436063] Loss : 0.2381
|
| 536 |
+
2024-05-29 02:12:27,640 - INFO - [204800/436063] Loss : 0.2386
|
| 537 |
+
2024-05-29 02:13:45,050 - INFO - [256000/436063] Loss : 0.2393
|
| 538 |
+
2024-05-29 02:13:53,687 - INFO - [262144/436063] Loss : 0.2393
|
| 539 |
+
2024-05-29 02:14:30,224 - INFO - Test loss : 0.4667
|
| 540 |
+
2024-05-29 02:14:30,224 - INFO -
|
| 541 |
+
Epoch 48
|
| 542 |
+
2024-05-29 02:15:49,293 - INFO - [51200/436063] Loss : 0.2359
|
| 543 |
+
2024-05-29 02:17:06,746 - INFO - [102400/436063] Loss : 0.2362
|
| 544 |
+
2024-05-29 02:18:24,376 - INFO - [153600/436063] Loss : 0.2366
|
| 545 |
+
2024-05-29 02:19:41,478 - INFO - [204800/436063] Loss : 0.2378
|
| 546 |
+
2024-05-29 02:20:58,540 - INFO - [256000/436063] Loss : 0.2382
|
| 547 |
+
2024-05-29 02:21:07,230 - INFO - [262144/436063] Loss : 0.2382
|
| 548 |
+
2024-05-29 02:21:43,876 - INFO - Test loss : 0.4717
|
| 549 |
+
2024-05-29 02:21:43,876 - INFO -
|
| 550 |
+
Epoch 49
|
| 551 |
+
2024-05-29 02:23:02,674 - INFO - [51200/436063] Loss : 0.2346
|
| 552 |
+
2024-05-29 02:24:20,078 - INFO - [102400/436063] Loss : 0.2351
|
| 553 |
+
2024-05-29 02:25:37,376 - INFO - [153600/436063] Loss : 0.2360
|
| 554 |
+
2024-05-29 02:26:54,513 - INFO - [204800/436063] Loss : 0.2365
|
| 555 |
+
2024-05-29 02:28:12,132 - INFO - [256000/436063] Loss : 0.2374
|
| 556 |
+
2024-05-29 02:28:20,817 - INFO - [262144/436063] Loss : 0.2374
|
| 557 |
+
2024-05-29 02:28:57,032 - INFO - Test loss : 0.4773
|
| 558 |
+
2024-05-29 02:28:57,032 - INFO -
|
| 559 |
+
Epoch 50
|
| 560 |
+
2024-05-29 02:30:16,188 - INFO - [51200/436063] Loss : 0.2344
|
| 561 |
+
2024-05-29 02:31:33,317 - INFO - [102400/436063] Loss : 0.2345
|
| 562 |
+
2024-05-29 02:32:50,589 - INFO - [153600/436063] Loss : 0.2352
|
| 563 |
+
2024-05-29 02:34:07,790 - INFO - [204800/436063] Loss : 0.2355
|
| 564 |
+
2024-05-29 02:35:24,996 - INFO - [256000/436063] Loss : 0.2363
|
| 565 |
+
2024-05-29 02:35:33,706 - INFO - [262144/436063] Loss : 0.2364
|
| 566 |
+
2024-05-29 02:36:10,399 - INFO - Test loss : 0.4777
|
| 567 |
+
2024-05-29 02:36:11,503 - INFO - (24343,)
|
| 568 |
+
2024-05-29 02:36:35,398 - INFO - Split ID: 0
|
| 569 |
+
2024-05-29 02:36:35,409 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 4.25
|
| 570 |
+
2024-05-29 02:36:35,411 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 9.67
|
| 571 |
+
2024-05-29 02:36:35,412 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 13.37
|
| 572 |
+
2024-05-29 02:36:35,414 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 20.96
|
| 573 |
+
2024-05-29 02:36:35,538 - INFO -
|
| 574 |
+
No prior
|
| 575 |
+
2024-05-29 02:36:35,819 - INFO - (24426,)
|
| 576 |
+
2024-05-29 02:36:47,419 - INFO - Split ID: 0
|
| 577 |
+
2024-05-29 02:36:47,420 - INFO - Top 1 (Epoch 50)acc (%): 60.2
|
| 578 |
+
2024-05-29 02:36:47,420 - INFO - Top 3 (Epoch 50)acc (%): 77.9
|
| 579 |
+
2024-05-29 02:36:47,420 - INFO - Top 5 (Epoch 50)acc (%): 83.29
|
| 580 |
+
2024-05-29 02:36:47,420 - INFO - Top 10 (Epoch 50)acc (%): 88.5
|
| 581 |
+
2024-05-29 02:37:26,381 - INFO - Split ID: 0
|
| 582 |
+
2024-05-29 02:37:26,382 - INFO - Top 1 (Epoch 50)acc (%): 73.21
|
| 583 |
+
2024-05-29 02:37:26,382 - INFO - Top 3 (Epoch 50)acc (%): 87.06
|
| 584 |
+
2024-05-29 02:37:26,382 - INFO - Top 5 (Epoch 50)acc (%): 90.48
|
| 585 |
+
2024-05-29 02:37:26,382 - INFO - Top 10 (Epoch 50)acc (%): 93.48
|
| 586 |
+
2024-05-29 02:38:05,396 - INFO - Split ID: 0
|
| 587 |
+
2024-05-29 02:38:05,398 - INFO - Top 1 (Epoch 50)acc (%): 73.21
|
| 588 |
+
2024-05-29 02:38:05,398 - INFO - for optuna top1: 73.21
|
| 589 |
+
2024-05-29 02:38:05,399 - INFO - Top 3 (Epoch 50)acc (%): 87.06
|
| 590 |
+
2024-05-29 02:38:05,399 - INFO - Top 5 (Epoch 50)acc (%): 90.48
|
| 591 |
+
2024-05-29 02:38:05,399 - INFO - Top 10 (Epoch 50)acc (%): 93.48
|
| 592 |
+
2024-05-29 02:38:05,400 - INFO -
|
| 593 |
+
Epoch 51
|
| 594 |
+
2024-05-29 02:39:22,503 - INFO - [51200/436063] Loss : 0.2326
|
| 595 |
+
2024-05-29 02:40:40,143 - INFO - [102400/436063] Loss : 0.2337
|
| 596 |
+
2024-05-29 02:41:57,394 - INFO - [153600/436063] Loss : 0.2350
|
| 597 |
+
2024-05-29 02:43:14,440 - INFO - [204800/436063] Loss : 0.2354
|
| 598 |
+
2024-05-29 02:44:31,923 - INFO - [256000/436063] Loss : 0.2361
|
| 599 |
+
2024-05-29 02:44:40,639 - INFO - [262144/436063] Loss : 0.2362
|
| 600 |
+
2024-05-29 02:45:17,207 - INFO - Test loss : 0.4827
|
| 601 |
+
2024-05-29 02:45:17,207 - INFO -
|
| 602 |
+
Epoch 52
|
| 603 |
+
2024-05-29 02:46:36,415 - INFO - [51200/436063] Loss : 0.2344
|
| 604 |
+
2024-05-29 02:47:53,840 - INFO - [102400/436063] Loss : 0.2344
|
| 605 |
+
2024-05-29 02:49:11,401 - INFO - [153600/436063] Loss : 0.2350
|
| 606 |
+
2024-05-29 02:50:28,941 - INFO - [204800/436063] Loss : 0.2350
|
| 607 |
+
2024-05-29 02:51:45,989 - INFO - [256000/436063] Loss : 0.2356
|
| 608 |
+
2024-05-29 02:51:54,732 - INFO - [262144/436063] Loss : 0.2357
|
| 609 |
+
2024-05-29 02:52:31,149 - INFO - Test loss : 0.4891
|
| 610 |
+
2024-05-29 02:52:31,149 - INFO -
|
| 611 |
+
Epoch 53
|
| 612 |
+
2024-05-29 02:53:50,233 - INFO - [51200/436063] Loss : 0.2336
|
| 613 |
+
2024-05-29 02:55:07,366 - INFO - [102400/436063] Loss : 0.2332
|
| 614 |
+
2024-05-29 02:56:24,894 - INFO - [153600/436063] Loss : 0.2335
|
| 615 |
+
2024-05-29 02:57:42,173 - INFO - [204800/436063] Loss : 0.2339
|
| 616 |
+
2024-05-29 02:58:59,515 - INFO - [256000/436063] Loss : 0.2344
|
| 617 |
+
2024-05-29 02:59:08,450 - INFO - [262144/436063] Loss : 0.2344
|
| 618 |
+
2024-05-29 02:59:42,655 - INFO - Test loss : 0.4955
|
| 619 |
+
2024-05-29 02:59:42,656 - INFO -
|
| 620 |
+
Epoch 54
|
| 621 |
+
2024-05-29 03:00:57,175 - INFO - [51200/436063] Loss : 0.2333
|
| 622 |
+
2024-05-29 03:02:14,501 - INFO - [102400/436063] Loss : 0.2331
|
| 623 |
+
2024-05-29 03:03:31,636 - INFO - [153600/436063] Loss : 0.2336
|
| 624 |
+
2024-05-29 03:04:48,836 - INFO - [204800/436063] Loss : 0.2342
|
| 625 |
+
2024-05-29 03:06:06,182 - INFO - [256000/436063] Loss : 0.2347
|
| 626 |
+
2024-05-29 03:06:14,928 - INFO - [262144/436063] Loss : 0.2347
|
| 627 |
+
2024-05-29 03:06:51,308 - INFO - Test loss : 0.5069
|
| 628 |
+
2024-05-29 03:06:51,308 - INFO -
|
| 629 |
+
Epoch 55
|
| 630 |
+
2024-05-29 03:08:10,234 - INFO - [51200/436063] Loss : 0.2320
|
| 631 |
+
2024-05-29 03:09:27,419 - INFO - [102400/436063] Loss : 0.2321
|
| 632 |
+
2024-05-29 03:10:44,761 - INFO - [153600/436063] Loss : 0.2322
|
| 633 |
+
2024-05-29 03:12:02,475 - INFO - [204800/436063] Loss : 0.2330
|
| 634 |
+
2024-05-29 03:13:20,043 - INFO - [256000/436063] Loss : 0.2332
|
| 635 |
+
2024-05-29 03:13:28,718 - INFO - [262144/436063] Loss : 0.2332
|
| 636 |
+
2024-05-29 03:14:05,060 - INFO - Test loss : 0.5072
|
| 637 |
+
2024-05-29 03:14:05,060 - INFO -
|
| 638 |
+
Epoch 56
|
| 639 |
+
2024-05-29 03:15:24,363 - INFO - [51200/436063] Loss : 0.2298
|
| 640 |
+
2024-05-29 03:16:41,700 - INFO - [102400/436063] Loss : 0.2313
|
| 641 |
+
2024-05-29 03:17:58,951 - INFO - [153600/436063] Loss : 0.2319
|
| 642 |
+
2024-05-29 03:19:16,482 - INFO - [204800/436063] Loss : 0.2326
|
| 643 |
+
2024-05-29 03:20:33,932 - INFO - [256000/436063] Loss : 0.2330
|
| 644 |
+
2024-05-29 03:20:42,597 - INFO - [262144/436063] Loss : 0.2330
|
| 645 |
+
2024-05-29 03:21:18,903 - INFO - Test loss : 0.5069
|
| 646 |
+
2024-05-29 03:21:18,903 - INFO -
|
| 647 |
+
Epoch 57
|
| 648 |
+
2024-05-29 03:22:37,499 - INFO - [51200/436063] Loss : 0.2313
|
| 649 |
+
2024-05-29 03:23:55,538 - INFO - [102400/436063] Loss : 0.2311
|
| 650 |
+
2024-05-29 03:25:11,327 - INFO - [153600/436063] Loss : 0.2318
|
| 651 |
+
2024-05-29 03:26:28,663 - INFO - [204800/436063] Loss : 0.2323
|
| 652 |
+
2024-05-29 03:27:45,820 - INFO - [256000/436063] Loss : 0.2325
|
| 653 |
+
2024-05-29 03:27:54,515 - INFO - [262144/436063] Loss : 0.2325
|
| 654 |
+
2024-05-29 03:28:31,333 - INFO - Test loss : 0.5139
|
| 655 |
+
2024-05-29 03:28:31,334 - INFO -
|
| 656 |
+
Epoch 58
|
| 657 |
+
2024-05-29 03:29:50,444 - INFO - [51200/436063] Loss : 0.2306
|
| 658 |
+
2024-05-29 03:31:07,986 - INFO - [102400/436063] Loss : 0.2307
|
| 659 |
+
2024-05-29 03:32:25,295 - INFO - [153600/436063] Loss : 0.2309
|
| 660 |
+
2024-05-29 03:33:42,726 - INFO - [204800/436063] Loss : 0.2315
|
| 661 |
+
2024-05-29 03:35:00,102 - INFO - [256000/436063] Loss : 0.2317
|
| 662 |
+
2024-05-29 03:35:08,781 - INFO - [262144/436063] Loss : 0.2317
|
| 663 |
+
2024-05-29 03:35:45,052 - INFO - Test loss : 0.5173
|
| 664 |
+
2024-05-29 03:35:45,052 - INFO -
|
| 665 |
+
Epoch 59
|
| 666 |
+
2024-05-29 03:37:04,187 - INFO - [51200/436063] Loss : 0.2306
|
| 667 |
+
2024-05-29 03:38:21,459 - INFO - [102400/436063] Loss : 0.2313
|
| 668 |
+
2024-05-29 03:39:39,156 - INFO - [153600/436063] Loss : 0.2311
|
| 669 |
+
2024-05-29 03:40:57,083 - INFO - [204800/436063] Loss : 0.2315
|
| 670 |
+
2024-05-29 03:42:14,632 - INFO - [256000/436063] Loss : 0.2318
|
| 671 |
+
2024-05-29 03:42:23,323 - INFO - [262144/436063] Loss : 0.2318
|
| 672 |
+
2024-05-29 03:42:59,777 - INFO - Test loss : 0.5227
|
| 673 |
+
2024-05-29 03:42:59,777 - INFO -
|
| 674 |
+
Epoch 60
|
| 675 |
+
2024-05-29 03:44:19,068 - INFO - [51200/436063] Loss : 0.2302
|
| 676 |
+
2024-05-29 03:45:36,101 - INFO - [102400/436063] Loss : 0.2305
|
| 677 |
+
2024-05-29 03:46:53,483 - INFO - [153600/436063] Loss : 0.2305
|
| 678 |
+
2024-05-29 03:48:11,087 - INFO - [204800/436063] Loss : 0.2302
|
| 679 |
+
2024-05-29 03:49:28,812 - INFO - [256000/436063] Loss : 0.2304
|
| 680 |
+
2024-05-29 03:49:37,511 - INFO - [262144/436063] Loss : 0.2304
|
| 681 |
+
2024-05-29 03:50:13,876 - INFO - Test loss : 0.5327
|
| 682 |
+
2024-05-29 03:50:15,018 - INFO - (24343,)
|
| 683 |
+
2024-05-29 03:50:39,419 - INFO - Split ID: 0
|
| 684 |
+
2024-05-29 03:50:39,433 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 4.35
|
| 685 |
+
2024-05-29 03:50:39,434 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 9.64
|
| 686 |
+
2024-05-29 03:50:39,435 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 13.87
|
| 687 |
+
2024-05-29 03:50:39,437 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 21.43
|
| 688 |
+
2024-05-29 03:50:39,575 - INFO -
|
| 689 |
+
No prior
|
| 690 |
+
2024-05-29 03:50:39,873 - INFO - (24426,)
|
| 691 |
+
2024-05-29 03:50:51,935 - INFO - Split ID: 0
|
| 692 |
+
2024-05-29 03:50:51,935 - INFO - Top 1 (Epoch 60)acc (%): 60.2
|
| 693 |
+
2024-05-29 03:50:51,935 - INFO - Top 3 (Epoch 60)acc (%): 77.9
|
| 694 |
+
2024-05-29 03:50:51,935 - INFO - Top 5 (Epoch 60)acc (%): 83.29
|
| 695 |
+
2024-05-29 03:50:51,935 - INFO - Top 10 (Epoch 60)acc (%): 88.5
|
| 696 |
+
2024-05-29 03:51:30,622 - INFO - Split ID: 0
|
| 697 |
+
2024-05-29 03:51:30,623 - INFO - Top 1 (Epoch 60)acc (%): 73.19
|
| 698 |
+
2024-05-29 03:51:30,624 - INFO - Top 3 (Epoch 60)acc (%): 86.95
|
| 699 |
+
2024-05-29 03:51:30,624 - INFO - Top 5 (Epoch 60)acc (%): 90.33
|
| 700 |
+
2024-05-29 03:51:30,625 - INFO - Top 10 (Epoch 60)acc (%): 93.3
|
| 701 |
+
2024-05-29 03:52:09,025 - INFO - Split ID: 0
|
| 702 |
+
2024-05-29 03:52:09,025 - INFO - Top 1 (Epoch 60)acc (%): 73.19
|
| 703 |
+
2024-05-29 03:52:09,026 - INFO - for optuna top1: 73.19
|
| 704 |
+
2024-05-29 03:52:09,026 - INFO - Top 3 (Epoch 60)acc (%): 86.95
|
| 705 |
+
2024-05-29 03:52:09,026 - INFO - Top 5 (Epoch 60)acc (%): 90.33
|
| 706 |
+
2024-05-29 03:52:09,026 - INFO - Top 10 (Epoch 60)acc (%): 93.3
|
| 707 |
+
2024-05-29 03:52:09,041 - INFO -
|
| 708 |
+
Epoch 61
|
| 709 |
+
2024-05-29 03:53:28,427 - INFO - [51200/436063] Loss : 0.2281
|
| 710 |
+
2024-05-29 03:54:45,929 - INFO - [102400/436063] Loss : 0.2291
|
| 711 |
+
2024-05-29 03:56:03,301 - INFO - [153600/436063] Loss : 0.2293
|
| 712 |
+
2024-05-29 03:57:20,479 - INFO - [204800/436063] Loss : 0.2303
|
| 713 |
+
2024-05-29 03:58:37,635 - INFO - [256000/436063] Loss : 0.2307
|
| 714 |
+
2024-05-29 03:58:46,290 - INFO - [262144/436063] Loss : 0.2308
|
| 715 |
+
2024-05-29 03:59:22,600 - INFO - Test loss : 0.5323
|
| 716 |
+
2024-05-29 03:59:22,600 - INFO -
|
| 717 |
+
Epoch 62
|
| 718 |
+
2024-05-29 04:00:41,798 - INFO - [51200/436063] Loss : 0.2280
|
| 719 |
+
2024-05-29 04:01:58,952 - INFO - [102400/436063] Loss : 0.2288
|
| 720 |
+
2024-05-29 04:03:16,744 - INFO - [153600/436063] Loss : 0.2289
|
| 721 |
+
2024-05-29 04:04:33,960 - INFO - [204800/436063] Loss : 0.2292
|
| 722 |
+
2024-05-29 04:05:51,049 - INFO - [256000/436063] Loss : 0.2294
|
| 723 |
+
2024-05-29 04:05:59,744 - INFO - [262144/436063] Loss : 0.2295
|
| 724 |
+
2024-05-29 04:06:36,157 - INFO - Test loss : 0.5374
|
| 725 |
+
2024-05-29 04:06:36,157 - INFO -
|
| 726 |
+
Epoch 63
|
| 727 |
+
2024-05-29 04:07:55,461 - INFO - [51200/436063] Loss : 0.2291
|
| 728 |
+
2024-05-29 04:09:13,158 - INFO - [102400/436063] Loss : 0.2286
|
| 729 |
+
2024-05-29 04:10:31,155 - INFO - [153600/436063] Loss : 0.2287
|
| 730 |
+
2024-05-29 04:11:46,775 - INFO - [204800/436063] Loss : 0.2290
|
| 731 |
+
2024-05-29 04:12:57,112 - INFO - [256000/436063] Loss : 0.2293
|
| 732 |
+
2024-05-29 04:13:05,555 - INFO - [262144/436063] Loss : 0.2293
|
| 733 |
+
2024-05-29 04:13:42,401 - INFO - Test loss : 0.5401
|
| 734 |
+
2024-05-29 04:13:42,401 - INFO -
|
| 735 |
+
Epoch 64
|
| 736 |
+
2024-05-29 04:15:01,543 - INFO - [51200/436063] Loss : 0.2272
|
| 737 |
+
2024-05-29 04:16:18,724 - INFO - [102400/436063] Loss : 0.2273
|
| 738 |
+
2024-05-29 04:17:36,375 - INFO - [153600/436063] Loss : 0.2278
|
| 739 |
+
2024-05-29 04:18:53,596 - INFO - [204800/436063] Loss : 0.2281
|
| 740 |
+
2024-05-29 04:20:10,950 - INFO - [256000/436063] Loss : 0.2284
|
| 741 |
+
2024-05-29 04:20:19,655 - INFO - [262144/436063] Loss : 0.2285
|
| 742 |
+
2024-05-29 04:20:55,719 - INFO - Test loss : 0.5417
|
| 743 |
+
2024-05-29 04:20:55,719 - INFO -
|
| 744 |
+
Epoch 65
|
| 745 |
+
2024-05-29 04:22:14,950 - INFO - [51200/436063] Loss : 0.2291
|
| 746 |
+
2024-05-29 04:23:32,466 - INFO - [102400/436063] Loss : 0.2291
|
| 747 |
+
2024-05-29 04:24:49,917 - INFO - [153600/436063] Loss : 0.2290
|
| 748 |
+
2024-05-29 04:26:07,065 - INFO - [204800/436063] Loss : 0.2288
|
| 749 |
+
2024-05-29 04:27:24,446 - INFO - [256000/436063] Loss : 0.2291
|
| 750 |
+
2024-05-29 04:27:33,147 - INFO - [262144/436063] Loss : 0.2292
|
| 751 |
+
2024-05-29 04:28:09,384 - INFO - Test loss : 0.5350
|
| 752 |
+
2024-05-29 04:28:09,384 - INFO -
|
| 753 |
+
Epoch 66
|
| 754 |
+
2024-05-29 04:29:28,221 - INFO - [51200/436063] Loss : 0.2267
|
| 755 |
+
2024-05-29 04:30:45,560 - INFO - [102400/436063] Loss : 0.2276
|
| 756 |
+
2024-05-29 04:32:03,046 - INFO - [153600/436063] Loss : 0.2276
|
| 757 |
+
2024-05-29 04:33:20,205 - INFO - [204800/436063] Loss : 0.2277
|
| 758 |
+
2024-05-29 04:34:37,544 - INFO - [256000/436063] Loss : 0.2282
|
| 759 |
+
2024-05-29 04:34:46,226 - INFO - [262144/436063] Loss : 0.2283
|
| 760 |
+
2024-05-29 04:35:22,436 - INFO - Test loss : 0.5490
|
| 761 |
+
2024-05-29 04:35:22,436 - INFO -
|
| 762 |
+
Epoch 67
|
| 763 |
+
2024-05-29 04:36:41,339 - INFO - [51200/436063] Loss : 0.2256
|
| 764 |
+
2024-05-29 04:37:58,585 - INFO - [102400/436063] Loss : 0.2283
|
| 765 |
+
2024-05-29 04:39:16,031 - INFO - [153600/436063] Loss : 0.2283
|
| 766 |
+
2024-05-29 04:40:33,266 - INFO - [204800/436063] Loss : 0.2280
|
| 767 |
+
2024-05-29 04:41:50,689 - INFO - [256000/436063] Loss : 0.2281
|
| 768 |
+
2024-05-29 04:41:59,404 - INFO - [262144/436063] Loss : 0.2281
|
| 769 |
+
2024-05-29 04:42:35,637 - INFO - Test loss : 0.5506
|
| 770 |
+
2024-05-29 04:42:35,637 - INFO -
|
| 771 |
+
Epoch 68
|
| 772 |
+
2024-05-29 04:43:55,075 - INFO - [51200/436063] Loss : 0.2259
|
| 773 |
+
2024-05-29 04:45:12,223 - INFO - [102400/436063] Loss : 0.2264
|
| 774 |
+
2024-05-29 04:46:29,441 - INFO - [153600/436063] Loss : 0.2267
|
| 775 |
+
2024-05-29 04:47:46,814 - INFO - [204800/436063] Loss : 0.2270
|
| 776 |
+
2024-05-29 04:49:04,628 - INFO - [256000/436063] Loss : 0.2273
|
| 777 |
+
2024-05-29 04:49:13,372 - INFO - [262144/436063] Loss : 0.2273
|
| 778 |
+
2024-05-29 04:49:49,791 - INFO - Test loss : 0.5563
|
| 779 |
+
2024-05-29 04:49:49,791 - INFO -
|
| 780 |
+
Epoch 69
|
| 781 |
+
2024-05-29 04:51:09,149 - INFO - [51200/436063] Loss : 0.2261
|
| 782 |
+
2024-05-29 04:52:26,803 - INFO - [102400/436063] Loss : 0.2261
|
| 783 |
+
2024-05-29 04:53:44,762 - INFO - [153600/436063] Loss : 0.2264
|
| 784 |
+
2024-05-29 04:55:02,042 - INFO - [204800/436063] Loss : 0.2268
|
| 785 |
+
2024-05-29 04:56:19,766 - INFO - [256000/436063] Loss : 0.2272
|
| 786 |
+
2024-05-29 04:56:28,642 - INFO - [262144/436063] Loss : 0.2272
|
| 787 |
+
2024-05-29 04:57:05,547 - INFO - Test loss : 0.5562
|
| 788 |
+
2024-05-29 04:57:05,547 - INFO -
|
| 789 |
+
Epoch 70
|
| 790 |
+
2024-05-29 04:58:22,644 - INFO - [51200/436063] Loss : 0.2258
|
| 791 |
+
2024-05-29 04:59:40,224 - INFO - [102400/436063] Loss : 0.2266
|
| 792 |
+
2024-05-29 05:00:57,628 - INFO - [153600/436063] Loss : 0.2266
|
| 793 |
+
2024-05-29 05:02:14,892 - INFO - [204800/436063] Loss : 0.2267
|
| 794 |
+
2024-05-29 05:03:32,166 - INFO - [256000/436063] Loss : 0.2272
|
| 795 |
+
2024-05-29 05:03:40,841 - INFO - [262144/436063] Loss : 0.2273
|
| 796 |
+
2024-05-29 05:04:17,113 - INFO - Test loss : 0.5604
|
| 797 |
+
2024-05-29 05:04:18,050 - INFO - (24343,)
|
| 798 |
+
2024-05-29 05:04:41,679 - INFO - Split ID: 0
|
| 799 |
+
2024-05-29 05:04:41,693 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 4.47
|
| 800 |
+
2024-05-29 05:04:41,694 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 10.04
|
| 801 |
+
2024-05-29 05:04:41,696 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 14.25
|
| 802 |
+
2024-05-29 05:04:41,697 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 21.82
|
| 803 |
+
2024-05-29 05:04:41,813 - INFO -
|
| 804 |
+
No prior
|
| 805 |
+
2024-05-29 05:04:42,046 - INFO - (24426,)
|
| 806 |
+
2024-05-29 05:04:53,527 - INFO - Split ID: 0
|
| 807 |
+
2024-05-29 05:04:53,527 - INFO - Top 1 (Epoch 70)acc (%): 60.2
|
| 808 |
+
2024-05-29 05:04:53,527 - INFO - Top 3 (Epoch 70)acc (%): 77.9
|
| 809 |
+
2024-05-29 05:04:53,527 - INFO - Top 5 (Epoch 70)acc (%): 83.29
|
| 810 |
+
2024-05-29 05:04:53,527 - INFO - Top 10 (Epoch 70)acc (%): 88.5
|
| 811 |
+
2024-05-29 05:05:31,852 - INFO - Split ID: 0
|
| 812 |
+
2024-05-29 05:05:31,852 - INFO - Top 1 (Epoch 70)acc (%): 73.07
|
| 813 |
+
2024-05-29 05:05:31,852 - INFO - Top 3 (Epoch 70)acc (%): 86.83
|
| 814 |
+
2024-05-29 05:05:31,852 - INFO - Top 5 (Epoch 70)acc (%): 90.26
|
| 815 |
+
2024-05-29 05:05:31,852 - INFO - Top 10 (Epoch 70)acc (%): 93.16
|
| 816 |
+
2024-05-29 05:06:10,228 - INFO - Split ID: 0
|
| 817 |
+
2024-05-29 05:06:10,228 - INFO - Top 1 (Epoch 70)acc (%): 73.07
|
| 818 |
+
2024-05-29 05:06:10,228 - INFO - for optuna top1: 73.07
|
| 819 |
+
2024-05-29 05:06:10,229 - INFO - Top 3 (Epoch 70)acc (%): 86.83
|
| 820 |
+
2024-05-29 05:06:10,229 - INFO - Top 5 (Epoch 70)acc (%): 90.26
|
| 821 |
+
2024-05-29 05:06:10,229 - INFO - Top 10 (Epoch 70)acc (%): 93.16
|
| 822 |
+
2024-05-29 05:06:10,240 - INFO -
|
| 823 |
+
Epoch 71
|
| 824 |
+
2024-05-29 05:07:29,327 - INFO - [51200/436063] Loss : 0.2253
|
| 825 |
+
2024-05-29 05:08:46,630 - INFO - [102400/436063] Loss : 0.2258
|
| 826 |
+
2024-05-29 05:10:03,934 - INFO - [153600/436063] Loss : 0.2263
|
| 827 |
+
2024-05-29 05:11:21,441 - INFO - [204800/436063] Loss : 0.2261
|
| 828 |
+
2024-05-29 05:12:38,834 - INFO - [256000/436063] Loss : 0.2266
|
| 829 |
+
2024-05-29 05:12:47,493 - INFO - [262144/436063] Loss : 0.2266
|
| 830 |
+
2024-05-29 05:13:23,728 - INFO - Test loss : 0.5585
|
| 831 |
+
2024-05-29 05:13:23,728 - INFO -
|
| 832 |
+
Epoch 72
|
| 833 |
+
2024-05-29 05:14:42,932 - INFO - [51200/436063] Loss : 0.2239
|
| 834 |
+
2024-05-29 05:15:59,864 - INFO - [102400/436063] Loss : 0.2245
|
| 835 |
+
2024-05-29 05:17:17,252 - INFO - [153600/436063] Loss : 0.2249
|
| 836 |
+
2024-05-29 05:18:34,335 - INFO - [204800/436063] Loss : 0.2254
|
| 837 |
+
2024-05-29 05:19:51,835 - INFO - [256000/436063] Loss : 0.2257
|
| 838 |
+
2024-05-29 05:20:00,590 - INFO - [262144/436063] Loss : 0.2257
|
| 839 |
+
2024-05-29 05:20:37,123 - INFO - Test loss : 0.5651
|
| 840 |
+
2024-05-29 05:20:37,123 - INFO -
|
| 841 |
+
Epoch 73
|
| 842 |
+
2024-05-29 05:21:56,047 - INFO - [51200/436063] Loss : 0.2237
|
| 843 |
+
2024-05-29 05:23:13,355 - INFO - [102400/436063] Loss : 0.2248
|
| 844 |
+
2024-05-29 05:24:30,398 - INFO - [153600/436063] Loss : 0.2247
|
| 845 |
+
2024-05-29 05:25:42,579 - INFO - [204800/436063] Loss : 0.2252
|
| 846 |
+
2024-05-29 05:26:59,183 - INFO - [256000/436063] Loss : 0.2258
|
| 847 |
+
2024-05-29 05:27:07,886 - INFO - [262144/436063] Loss : 0.2258
|
| 848 |
+
2024-05-29 05:27:44,128 - INFO - Test loss : 0.5686
|
| 849 |
+
2024-05-29 05:27:44,128 - INFO -
|
| 850 |
+
Epoch 74
|
| 851 |
+
2024-05-29 05:29:03,279 - INFO - [51200/436063] Loss : 0.2250
|
| 852 |
+
2024-05-29 05:30:20,475 - INFO - [102400/436063] Loss : 0.2253
|
| 853 |
+
2024-05-29 05:31:37,875 - INFO - [153600/436063] Loss : 0.2256
|
| 854 |
+
2024-05-29 05:32:55,108 - INFO - [204800/436063] Loss : 0.2256
|
| 855 |
+
2024-05-29 05:34:12,434 - INFO - [256000/436063] Loss : 0.2258
|
| 856 |
+
2024-05-29 05:34:21,102 - INFO - [262144/436063] Loss : 0.2258
|
| 857 |
+
2024-05-29 05:34:57,434 - INFO - Test loss : 0.5789
|
| 858 |
+
2024-05-29 05:34:57,434 - INFO -
|
| 859 |
+
Epoch 75
|
| 860 |
+
2024-05-29 05:36:16,514 - INFO - [51200/436063] Loss : 0.2226
|
| 861 |
+
2024-05-29 05:37:33,760 - INFO - [102400/436063] Loss : 0.2234
|
| 862 |
+
2024-05-29 05:38:50,943 - INFO - [153600/436063] Loss : 0.2237
|
| 863 |
+
2024-05-29 05:40:08,051 - INFO - [204800/436063] Loss : 0.2242
|
| 864 |
+
2024-05-29 05:41:25,098 - INFO - [256000/436063] Loss : 0.2249
|
| 865 |
+
2024-05-29 05:41:33,769 - INFO - [262144/436063] Loss : 0.2249
|
| 866 |
+
2024-05-29 05:42:10,062 - INFO - Test loss : 0.5737
|
| 867 |
+
2024-05-29 05:42:10,062 - INFO -
|
| 868 |
+
Epoch 76
|
| 869 |
+
2024-05-29 05:43:29,678 - INFO - [51200/436063] Loss : 0.2228
|
| 870 |
+
2024-05-29 05:44:45,558 - INFO - [102400/436063] Loss : 0.2236
|
| 871 |
+
2024-05-29 05:46:02,655 - INFO - [153600/436063] Loss : 0.2244
|
| 872 |
+
2024-05-29 05:47:20,171 - INFO - [204800/436063] Loss : 0.2249
|
| 873 |
+
2024-05-29 05:48:36,991 - INFO - [256000/436063] Loss : 0.2250
|
| 874 |
+
2024-05-29 05:48:45,656 - INFO - [262144/436063] Loss : 0.2250
|
| 875 |
+
2024-05-29 05:49:21,684 - INFO - Test loss : 0.5828
|
| 876 |
+
2024-05-29 05:49:21,684 - INFO -
|
| 877 |
+
Epoch 77
|
| 878 |
+
2024-05-29 05:50:40,437 - INFO - [51200/436063] Loss : 0.2235
|
| 879 |
+
2024-05-29 05:51:57,471 - INFO - [102400/436063] Loss : 0.2237
|
| 880 |
+
2024-05-29 05:53:14,694 - INFO - [153600/436063] Loss : 0.2240
|
| 881 |
+
2024-05-29 05:54:31,981 - INFO - [204800/436063] Loss : 0.2237
|
| 882 |
+
2024-05-29 05:55:49,228 - INFO - [256000/436063] Loss : 0.2242
|
| 883 |
+
2024-05-29 05:55:57,934 - INFO - [262144/436063] Loss : 0.2242
|
| 884 |
+
2024-05-29 05:56:34,219 - INFO - Test loss : 0.5824
|
| 885 |
+
2024-05-29 05:56:34,219 - INFO -
|
| 886 |
+
Epoch 78
|
| 887 |
+
2024-05-29 05:57:52,758 - INFO - [51200/436063] Loss : 0.2228
|
| 888 |
+
2024-05-29 05:59:09,620 - INFO - [102400/436063] Loss : 0.2234
|
| 889 |
+
2024-05-29 06:00:27,008 - INFO - [153600/436063] Loss : 0.2234
|
| 890 |
+
2024-05-29 06:01:44,471 - INFO - [204800/436063] Loss : 0.2241
|
| 891 |
+
2024-05-29 06:03:01,604 - INFO - [256000/436063] Loss : 0.2244
|
| 892 |
+
2024-05-29 06:03:10,310 - INFO - [262144/436063] Loss : 0.2244
|
| 893 |
+
2024-05-29 06:03:46,589 - INFO - Test loss : 0.5866
|
| 894 |
+
2024-05-29 06:03:46,590 - INFO -
|
| 895 |
+
Epoch 79
|
| 896 |
+
2024-05-29 06:05:05,350 - INFO - [51200/436063] Loss : 0.2219
|
| 897 |
+
2024-05-29 06:06:22,306 - INFO - [102400/436063] Loss : 0.2228
|
| 898 |
+
2024-05-29 06:07:39,362 - INFO - [153600/436063] Loss : 0.2231
|
| 899 |
+
2024-05-29 06:08:56,434 - INFO - [204800/436063] Loss : 0.2234
|
| 900 |
+
2024-05-29 06:10:13,513 - INFO - [256000/436063] Loss : 0.2237
|
| 901 |
+
2024-05-29 06:10:22,194 - INFO - [262144/436063] Loss : 0.2237
|
| 902 |
+
2024-05-29 06:10:58,483 - INFO - Test loss : 0.5909
|
| 903 |
+
2024-05-29 06:10:58,483 - INFO -
|
| 904 |
+
Epoch 80
|
| 905 |
+
2024-05-29 06:12:17,402 - INFO - [51200/436063] Loss : 0.2229
|
| 906 |
+
2024-05-29 06:13:34,698 - INFO - [102400/436063] Loss : 0.2227
|
| 907 |
+
2024-05-29 06:14:52,098 - INFO - [153600/436063] Loss : 0.2233
|
| 908 |
+
2024-05-29 06:16:09,351 - INFO - [204800/436063] Loss : 0.2238
|
| 909 |
+
2024-05-29 06:17:26,337 - INFO - [256000/436063] Loss : 0.2240
|
| 910 |
+
2024-05-29 06:17:34,923 - INFO - [262144/436063] Loss : 0.2239
|
| 911 |
+
2024-05-29 06:18:11,191 - INFO - Test loss : 0.5934
|
| 912 |
+
2024-05-29 06:18:12,192 - INFO - (24343,)
|
| 913 |
+
2024-05-29 06:18:35,072 - INFO - Split ID: 0
|
| 914 |
+
2024-05-29 06:18:35,083 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 4.49
|
| 915 |
+
2024-05-29 06:18:35,084 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 10.27
|
| 916 |
+
2024-05-29 06:18:35,085 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 14.34
|
| 917 |
+
2024-05-29 06:18:35,086 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 21.94
|
| 918 |
+
2024-05-29 06:18:35,205 - INFO -
|
| 919 |
+
No prior
|
| 920 |
+
2024-05-29 06:18:35,475 - INFO - (24426,)
|
| 921 |
+
2024-05-29 06:18:46,535 - INFO - Split ID: 0
|
| 922 |
+
2024-05-29 06:18:46,535 - INFO - Top 1 (Epoch 80)acc (%): 60.2
|
| 923 |
+
2024-05-29 06:18:46,535 - INFO - Top 3 (Epoch 80)acc (%): 77.9
|
| 924 |
+
2024-05-29 06:18:46,535 - INFO - Top 5 (Epoch 80)acc (%): 83.29
|
| 925 |
+
2024-05-29 06:18:46,535 - INFO - Top 10 (Epoch 80)acc (%): 88.5
|
| 926 |
+
2024-05-29 06:19:24,921 - INFO - Split ID: 0
|
| 927 |
+
2024-05-29 06:19:24,921 - INFO - Top 1 (Epoch 80)acc (%): 73.03
|
| 928 |
+
2024-05-29 06:19:24,921 - INFO - Top 3 (Epoch 80)acc (%): 86.74
|
| 929 |
+
2024-05-29 06:19:24,921 - INFO - Top 5 (Epoch 80)acc (%): 90.15
|
| 930 |
+
2024-05-29 06:19:24,922 - INFO - Top 10 (Epoch 80)acc (%): 93.09
|
| 931 |
+
2024-05-29 06:20:03,192 - INFO - Split ID: 0
|
| 932 |
+
2024-05-29 06:20:03,192 - INFO - Top 1 (Epoch 80)acc (%): 73.03
|
| 933 |
+
2024-05-29 06:20:03,192 - INFO - for optuna top1: 73.03
|
| 934 |
+
2024-05-29 06:20:03,192 - INFO - Top 3 (Epoch 80)acc (%): 86.74
|
| 935 |
+
2024-05-29 06:20:03,192 - INFO - Top 5 (Epoch 80)acc (%): 90.15
|
| 936 |
+
2024-05-29 06:20:03,192 - INFO - Top 10 (Epoch 80)acc (%): 93.09
|
| 937 |
+
2024-05-29 06:20:03,207 - INFO -
|
| 938 |
+
Epoch 81
|
| 939 |
+
2024-05-29 06:21:22,246 - INFO - [51200/436063] Loss : 0.2214
|
| 940 |
+
2024-05-29 06:22:39,267 - INFO - [102400/436063] Loss : 0.2222
|
| 941 |
+
2024-05-29 06:23:56,286 - INFO - [153600/436063] Loss : 0.2224
|
| 942 |
+
2024-05-29 06:25:13,271 - INFO - [204800/436063] Loss : 0.2228
|
| 943 |
+
2024-05-29 06:26:30,712 - INFO - [256000/436063] Loss : 0.2230
|
| 944 |
+
2024-05-29 06:26:39,406 - INFO - [262144/436063] Loss : 0.2231
|
| 945 |
+
2024-05-29 06:27:15,504 - INFO - Test loss : 0.5887
|
| 946 |
+
2024-05-29 06:27:15,504 - INFO -
|
| 947 |
+
Epoch 82
|
| 948 |
+
2024-05-29 06:28:34,342 - INFO - [51200/436063] Loss : 0.2210
|
| 949 |
+
2024-05-29 06:29:51,304 - INFO - [102400/436063] Loss : 0.2216
|
| 950 |
+
2024-05-29 06:31:07,523 - INFO - [153600/436063] Loss : 0.2221
|
| 951 |
+
2024-05-29 06:32:24,645 - INFO - [204800/436063] Loss : 0.2226
|
| 952 |
+
2024-05-29 06:33:41,487 - INFO - [256000/436063] Loss : 0.2228
|
| 953 |
+
2024-05-29 06:33:50,136 - INFO - [262144/436063] Loss : 0.2229
|
| 954 |
+
2024-05-29 06:34:26,429 - INFO - Test loss : 0.5935
|
| 955 |
+
2024-05-29 06:34:26,430 - INFO -
|
| 956 |
+
Epoch 83
|
| 957 |
+
2024-05-29 06:35:45,550 - INFO - [51200/436063] Loss : 0.2222
|
| 958 |
+
2024-05-29 06:37:02,836 - INFO - [102400/436063] Loss : 0.2223
|
| 959 |
+
2024-05-29 06:38:17,675 - INFO - [153600/436063] Loss : 0.2221
|
| 960 |
+
2024-05-29 06:39:31,332 - INFO - [204800/436063] Loss : 0.2224
|
| 961 |
+
2024-05-29 06:40:48,656 - INFO - [256000/436063] Loss : 0.2228
|
| 962 |
+
2024-05-29 06:40:57,335 - INFO - [262144/436063] Loss : 0.2229
|
| 963 |
+
2024-05-29 06:41:33,374 - INFO - Test loss : 0.5989
|
| 964 |
+
2024-05-29 06:41:33,374 - INFO -
|
| 965 |
+
Epoch 84
|
| 966 |
+
2024-05-29 06:42:52,288 - INFO - [51200/436063] Loss : 0.2203
|
| 967 |
+
2024-05-29 06:44:09,614 - INFO - [102400/436063] Loss : 0.2213
|
| 968 |
+
2024-05-29 06:45:26,870 - INFO - [153600/436063] Loss : 0.2216
|
| 969 |
+
2024-05-29 06:46:44,092 - INFO - [204800/436063] Loss : 0.2220
|
| 970 |
+
2024-05-29 06:48:01,162 - INFO - [256000/436063] Loss : 0.2223
|
| 971 |
+
2024-05-29 06:48:09,820 - INFO - [262144/436063] Loss : 0.2223
|
| 972 |
+
2024-05-29 06:48:46,112 - INFO - Test loss : 0.6021
|
| 973 |
+
2024-05-29 06:48:46,112 - INFO -
|
| 974 |
+
Epoch 85
|
| 975 |
+
2024-05-29 06:50:04,998 - INFO - [51200/436063] Loss : 0.2211
|
| 976 |
+
2024-05-29 06:51:22,436 - INFO - [102400/436063] Loss : 0.2217
|
| 977 |
+
2024-05-29 06:52:39,848 - INFO - [153600/436063] Loss : 0.2220
|
| 978 |
+
2024-05-29 06:53:56,822 - INFO - [204800/436063] Loss : 0.2221
|
| 979 |
+
2024-05-29 06:55:13,976 - INFO - [256000/436063] Loss : 0.2223
|
| 980 |
+
2024-05-29 06:55:22,575 - INFO - [262144/436063] Loss : 0.2224
|
| 981 |
+
2024-05-29 06:55:58,961 - INFO - Test loss : 0.6045
|
| 982 |
+
2024-05-29 06:55:58,961 - INFO -
|
| 983 |
+
Epoch 86
|
| 984 |
+
2024-05-29 06:57:17,706 - INFO - [51200/436063] Loss : 0.2202
|
| 985 |
+
2024-05-29 06:58:35,504 - INFO - [102400/436063] Loss : 0.2214
|
| 986 |
+
2024-05-29 06:59:52,841 - INFO - [153600/436063] Loss : 0.2215
|
| 987 |
+
2024-05-29 07:01:10,152 - INFO - [204800/436063] Loss : 0.2218
|
| 988 |
+
2024-05-29 07:02:27,422 - INFO - [256000/436063] Loss : 0.2220
|
| 989 |
+
2024-05-29 07:02:36,126 - INFO - [262144/436063] Loss : 0.2220
|
| 990 |
+
2024-05-29 07:03:12,372 - INFO - Test loss : 0.6067
|
| 991 |
+
2024-05-29 07:03:12,372 - INFO -
|
| 992 |
+
Epoch 87
|
| 993 |
+
2024-05-29 07:04:31,102 - INFO - [51200/436063] Loss : 0.2226
|
| 994 |
+
2024-05-29 07:05:48,696 - INFO - [102400/436063] Loss : 0.2214
|
| 995 |
+
2024-05-29 07:07:06,037 - INFO - [153600/436063] Loss : 0.2216
|
| 996 |
+
2024-05-29 07:08:22,936 - INFO - [204800/436063] Loss : 0.2219
|
| 997 |
+
2024-05-29 07:09:39,610 - INFO - [256000/436063] Loss : 0.2221
|
| 998 |
+
2024-05-29 07:09:48,221 - INFO - [262144/436063] Loss : 0.2221
|
| 999 |
+
2024-05-29 07:10:24,460 - INFO - Test loss : 0.6059
|
| 1000 |
+
2024-05-29 07:10:24,460 - INFO -
|
| 1001 |
+
Epoch 88
|
| 1002 |
+
2024-05-29 07:11:43,909 - INFO - [51200/436063] Loss : 0.2213
|
| 1003 |
+
2024-05-29 07:13:01,255 - INFO - [102400/436063] Loss : 0.2217
|
| 1004 |
+
2024-05-29 07:14:18,674 - INFO - [153600/436063] Loss : 0.2214
|
| 1005 |
+
2024-05-29 07:15:36,522 - INFO - [204800/436063] Loss : 0.2216
|
| 1006 |
+
2024-05-29 07:16:51,879 - INFO - [256000/436063] Loss : 0.2220
|
| 1007 |
+
2024-05-29 07:17:00,585 - INFO - [262144/436063] Loss : 0.2220
|
| 1008 |
+
2024-05-29 07:17:36,860 - INFO - Test loss : 0.6073
|
| 1009 |
+
2024-05-29 07:17:36,860 - INFO -
|
| 1010 |
+
Epoch 89
|
| 1011 |
+
2024-05-29 07:18:55,418 - INFO - [51200/436063] Loss : 0.2210
|
| 1012 |
+
2024-05-29 07:20:12,621 - INFO - [102400/436063] Loss : 0.2206
|
| 1013 |
+
2024-05-29 07:21:29,924 - INFO - [153600/436063] Loss : 0.2204
|
| 1014 |
+
2024-05-29 07:22:46,904 - INFO - [204800/436063] Loss : 0.2209
|
| 1015 |
+
2024-05-29 07:24:03,595 - INFO - [256000/436063] Loss : 0.2215
|
| 1016 |
+
2024-05-29 07:24:12,317 - INFO - [262144/436063] Loss : 0.2216
|
| 1017 |
+
2024-05-29 07:24:48,669 - INFO - Test loss : 0.6027
|
| 1018 |
+
2024-05-29 07:24:48,669 - INFO -
|
| 1019 |
+
Epoch 90
|
| 1020 |
+
2024-05-29 07:26:07,501 - INFO - [51200/436063] Loss : 0.2199
|
| 1021 |
+
2024-05-29 07:27:24,640 - INFO - [102400/436063] Loss : 0.2200
|
| 1022 |
+
2024-05-29 07:28:41,771 - INFO - [153600/436063] Loss : 0.2208
|
| 1023 |
+
2024-05-29 07:29:59,095 - INFO - [204800/436063] Loss : 0.2213
|
| 1024 |
+
2024-05-29 07:31:16,520 - INFO - [256000/436063] Loss : 0.2213
|
| 1025 |
+
2024-05-29 07:31:25,199 - INFO - [262144/436063] Loss : 0.2212
|
| 1026 |
+
2024-05-29 07:32:01,422 - INFO - Test loss : 0.6093
|
| 1027 |
+
2024-05-29 07:32:02,334 - INFO - (24343,)
|
| 1028 |
+
2024-05-29 07:32:25,248 - INFO - Split ID: 0
|
| 1029 |
+
2024-05-29 07:32:25,257 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 4.65
|
| 1030 |
+
2024-05-29 07:32:25,258 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 10.38
|
| 1031 |
+
2024-05-29 07:32:25,259 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 14.6
|
| 1032 |
+
2024-05-29 07:32:25,260 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 22.31
|
| 1033 |
+
2024-05-29 07:32:25,362 - INFO -
|
| 1034 |
+
No prior
|
| 1035 |
+
2024-05-29 07:32:25,577 - INFO - (24426,)
|
| 1036 |
+
2024-05-29 07:32:36,356 - INFO - Split ID: 0
|
| 1037 |
+
2024-05-29 07:32:36,357 - INFO - Top 1 (Epoch 90)acc (%): 60.2
|
| 1038 |
+
2024-05-29 07:32:36,357 - INFO - Top 3 (Epoch 90)acc (%): 77.9
|
| 1039 |
+
2024-05-29 07:32:36,357 - INFO - Top 5 (Epoch 90)acc (%): 83.29
|
| 1040 |
+
2024-05-29 07:32:36,357 - INFO - Top 10 (Epoch 90)acc (%): 88.5
|
| 1041 |
+
2024-05-29 07:33:14,573 - INFO - Split ID: 0
|
| 1042 |
+
2024-05-29 07:33:14,574 - INFO - Top 1 (Epoch 90)acc (%): 73.01
|
| 1043 |
+
2024-05-29 07:33:14,574 - INFO - Top 3 (Epoch 90)acc (%): 86.67
|
| 1044 |
+
2024-05-29 07:33:14,574 - INFO - Top 5 (Epoch 90)acc (%): 90.09
|
| 1045 |
+
2024-05-29 07:33:14,574 - INFO - Top 10 (Epoch 90)acc (%): 93.05
|
| 1046 |
+
2024-05-29 07:33:52,799 - INFO - Split ID: 0
|
| 1047 |
+
2024-05-29 07:33:52,799 - INFO - Top 1 (Epoch 90)acc (%): 73.01
|
| 1048 |
+
2024-05-29 07:33:52,799 - INFO - for optuna top1: 73.01
|
| 1049 |
+
2024-05-29 07:33:52,800 - INFO - Top 3 (Epoch 90)acc (%): 86.67
|
| 1050 |
+
2024-05-29 07:33:52,800 - INFO - Top 5 (Epoch 90)acc (%): 90.09
|
| 1051 |
+
2024-05-29 07:33:52,800 - INFO - Top 10 (Epoch 90)acc (%): 93.05
|
| 1052 |
+
2024-05-29 07:33:52,812 - INFO -
|
| 1053 |
+
Epoch 91
|
| 1054 |
+
2024-05-29 07:35:11,917 - INFO - [51200/436063] Loss : 0.2183
|
| 1055 |
+
2024-05-29 07:36:28,650 - INFO - [102400/436063] Loss : 0.2198
|
| 1056 |
+
2024-05-29 07:37:46,122 - INFO - [153600/436063] Loss : 0.2203
|
| 1057 |
+
2024-05-29 07:39:03,335 - INFO - [204800/436063] Loss : 0.2205
|
| 1058 |
+
2024-05-29 07:40:20,686 - INFO - [256000/436063] Loss : 0.2208
|
| 1059 |
+
2024-05-29 07:40:29,514 - INFO - [262144/436063] Loss : 0.2209
|
| 1060 |
+
2024-05-29 07:41:05,947 - INFO - Test loss : 0.6158
|
| 1061 |
+
2024-05-29 07:41:05,947 - INFO -
|
| 1062 |
+
Epoch 92
|
| 1063 |
+
2024-05-29 07:42:24,776 - INFO - [51200/436063] Loss : 0.2183
|
| 1064 |
+
2024-05-29 07:43:41,671 - INFO - [102400/436063] Loss : 0.2189
|
| 1065 |
+
2024-05-29 07:44:58,431 - INFO - [153600/436063] Loss : 0.2198
|
| 1066 |
+
2024-05-29 07:46:15,503 - INFO - [204800/436063] Loss : 0.2206
|
| 1067 |
+
2024-05-29 07:47:32,555 - INFO - [256000/436063] Loss : 0.2208
|
| 1068 |
+
2024-05-29 07:47:41,278 - INFO - [262144/436063] Loss : 0.2209
|
| 1069 |
+
2024-05-29 07:48:17,586 - INFO - Test loss : 0.6130
|
| 1070 |
+
2024-05-29 07:48:17,586 - INFO -
|
| 1071 |
+
Epoch 93
|
| 1072 |
+
2024-05-29 07:49:36,341 - INFO - [51200/436063] Loss : 0.2204
|
| 1073 |
+
2024-05-29 07:50:53,287 - INFO - [102400/436063] Loss : 0.2203
|
| 1074 |
+
2024-05-29 07:52:02,191 - INFO - [153600/436063] Loss : 0.2204
|
| 1075 |
+
2024-05-29 07:53:18,380 - INFO - [204800/436063] Loss : 0.2208
|
| 1076 |
+
2024-05-29 07:54:35,633 - INFO - [256000/436063] Loss : 0.2207
|
| 1077 |
+
2024-05-29 07:54:44,308 - INFO - [262144/436063] Loss : 0.2208
|
| 1078 |
+
2024-05-29 07:55:20,715 - INFO - Test loss : 0.6219
|
| 1079 |
+
2024-05-29 07:55:20,715 - INFO -
|
| 1080 |
+
Epoch 94
|
| 1081 |
+
2024-05-29 07:56:39,604 - INFO - [51200/436063] Loss : 0.2203
|
| 1082 |
+
2024-05-29 07:57:56,556 - INFO - [102400/436063] Loss : 0.2205
|
| 1083 |
+
2024-05-29 07:59:13,656 - INFO - [153600/436063] Loss : 0.2203
|
| 1084 |
+
2024-05-29 08:00:30,817 - INFO - [204800/436063] Loss : 0.2204
|
| 1085 |
+
2024-05-29 08:01:48,657 - INFO - [256000/436063] Loss : 0.2200
|
| 1086 |
+
2024-05-29 08:01:57,485 - INFO - [262144/436063] Loss : 0.2201
|
| 1087 |
+
2024-05-29 08:02:31,938 - INFO - Test loss : 0.6234
|
| 1088 |
+
2024-05-29 08:02:31,938 - INFO -
|
| 1089 |
+
Epoch 95
|
| 1090 |
+
2024-05-29 08:03:50,607 - INFO - [51200/436063] Loss : 0.2181
|
| 1091 |
+
2024-05-29 08:05:07,733 - INFO - [102400/436063] Loss : 0.2195
|
| 1092 |
+
2024-05-29 08:06:24,810 - INFO - [153600/436063] Loss : 0.2197
|
| 1093 |
+
2024-05-29 08:07:41,958 - INFO - [204800/436063] Loss : 0.2199
|
| 1094 |
+
2024-05-29 08:08:59,361 - INFO - [256000/436063] Loss : 0.2200
|
| 1095 |
+
2024-05-29 08:09:08,039 - INFO - [262144/436063] Loss : 0.2200
|
| 1096 |
+
2024-05-29 08:09:44,329 - INFO - Test loss : 0.6206
|
| 1097 |
+
2024-05-29 08:09:44,329 - INFO -
|
| 1098 |
+
Epoch 96
|
| 1099 |
+
2024-05-29 08:11:03,278 - INFO - [51200/436063] Loss : 0.2186
|
| 1100 |
+
2024-05-29 08:12:20,231 - INFO - [102400/436063] Loss : 0.2195
|
| 1101 |
+
2024-05-29 08:13:37,217 - INFO - [153600/436063] Loss : 0.2194
|
| 1102 |
+
2024-05-29 08:14:54,326 - INFO - [204800/436063] Loss : 0.2195
|
| 1103 |
+
2024-05-29 08:16:11,580 - INFO - [256000/436063] Loss : 0.2198
|
| 1104 |
+
2024-05-29 08:16:20,258 - INFO - [262144/436063] Loss : 0.2197
|
| 1105 |
+
2024-05-29 08:16:56,805 - INFO - Test loss : 0.6278
|
| 1106 |
+
2024-05-29 08:16:56,806 - INFO -
|
| 1107 |
+
Epoch 97
|
| 1108 |
+
2024-05-29 08:18:15,614 - INFO - [51200/436063] Loss : 0.2189
|
| 1109 |
+
2024-05-29 08:19:32,718 - INFO - [102400/436063] Loss : 0.2190
|
| 1110 |
+
2024-05-29 08:20:49,717 - INFO - [153600/436063] Loss : 0.2196
|
| 1111 |
+
2024-05-29 08:22:06,959 - INFO - [204800/436063] Loss : 0.2198
|
| 1112 |
+
2024-05-29 08:23:24,697 - INFO - [256000/436063] Loss : 0.2199
|
| 1113 |
+
2024-05-29 08:23:33,381 - INFO - [262144/436063] Loss : 0.2200
|
| 1114 |
+
2024-05-29 08:24:09,595 - INFO - Test loss : 0.6231
|
| 1115 |
+
2024-05-29 08:24:09,595 - INFO -
|
| 1116 |
+
Epoch 98
|
| 1117 |
+
2024-05-29 08:25:28,815 - INFO - [51200/436063] Loss : 0.2183
|
| 1118 |
+
2024-05-29 08:26:46,261 - INFO - [102400/436063] Loss : 0.2194
|
| 1119 |
+
2024-05-29 08:28:03,271 - INFO - [153600/436063] Loss : 0.2194
|
| 1120 |
+
2024-05-29 08:29:20,274 - INFO - [204800/436063] Loss : 0.2197
|
| 1121 |
+
2024-05-29 08:30:37,414 - INFO - [256000/436063] Loss : 0.2198
|
| 1122 |
+
2024-05-29 08:30:46,085 - INFO - [262144/436063] Loss : 0.2198
|
| 1123 |
+
2024-05-29 08:31:22,409 - INFO - Test loss : 0.6275
|
| 1124 |
+
2024-05-29 08:31:22,409 - INFO -
|
| 1125 |
+
Epoch 99
|
| 1126 |
+
2024-05-29 08:32:41,370 - INFO - [51200/436063] Loss : 0.2197
|
| 1127 |
+
2024-05-29 08:33:58,293 - INFO - [102400/436063] Loss : 0.2201
|
| 1128 |
+
2024-05-29 08:35:15,438 - INFO - [153600/436063] Loss : 0.2198
|
| 1129 |
+
2024-05-29 08:36:32,480 - INFO - [204800/436063] Loss : 0.2200
|
| 1130 |
+
2024-05-29 08:37:49,692 - INFO - [256000/436063] Loss : 0.2199
|
| 1131 |
+
2024-05-29 08:37:58,409 - INFO - [262144/436063] Loss : 0.2199
|
| 1132 |
+
2024-05-29 08:38:34,523 - INFO - Test loss : 0.6263
|
| 1133 |
+
2024-05-29 08:38:34,523 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1134 |
+
2024-05-29 08:38:34,631 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1135 |
+
2024-05-29 08:38:34,926 - INFO -
|
| 1136 |
+
No prior
|
| 1137 |
+
2024-05-29 08:38:35,192 - INFO - (24426,)
|
| 1138 |
+
2024-05-29 08:38:46,222 - INFO - Split ID: 0
|
| 1139 |
+
2024-05-29 08:38:46,223 - INFO - Top 1 acc (%): 60.2
|
| 1140 |
+
2024-05-29 08:38:46,223 - INFO - Top 3 acc (%): 77.9
|
| 1141 |
+
2024-05-29 08:38:46,223 - INFO - Top 5 acc (%): 83.29
|
| 1142 |
+
2024-05-29 08:38:46,223 - INFO - Top 10 acc (%): 88.5
|
| 1143 |
+
2024-05-29 08:39:24,455 - INFO - Split ID: 0
|
| 1144 |
+
2024-05-29 08:39:24,456 - INFO - Top 1 acc (%): 72.94
|
| 1145 |
+
2024-05-29 08:39:24,456 - INFO - Top 3 acc (%): 86.67
|
| 1146 |
+
2024-05-29 08:39:24,456 - INFO - Top 5 acc (%): 90.09
|
| 1147 |
+
2024-05-29 08:39:24,456 - INFO - Top 10 acc (%): 93.05
|
| 1148 |
+
2024-05-29 08:40:02,861 - INFO - Split ID: 0
|
| 1149 |
+
2024-05-29 08:40:02,861 - INFO - Top 1 acc (%): 72.94
|
| 1150 |
+
2024-05-29 08:40:02,861 - INFO - for optuna top1: 72.94
|
| 1151 |
+
2024-05-29 08:40:02,862 - INFO - Top 3 acc (%): 86.67
|
| 1152 |
+
2024-05-29 08:40:02,862 - INFO - Top 5 acc (%): 90.09
|
| 1153 |
+
2024-05-29 08:40:02,862 - INFO - Top 10 acc (%): 93.05
|
| 1154 |
+
2024-05-29 08:40:02,877 - INFO -
|
| 1155 |
+
Sphere2Vec-sphereM
|
| 1156 |
+
2024-05-29 08:40:02,877 - INFO - Model : model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1157 |
+
2024-05-29 08:40:03,908 - INFO - (24343,)
|
| 1158 |
+
2024-05-29 08:40:27,012 - INFO - Split ID: 0
|
| 1159 |
+
2024-05-29 08:40:27,023 - INFO - Top 1 LocEnc acc (%): 4.8
|
| 1160 |
+
2024-05-29 08:40:27,024 - INFO - Top 3 LocEnc acc (%): 10.38
|
| 1161 |
+
2024-05-29 08:40:27,025 - INFO - Top 5 LocEnc acc (%): 14.63
|
| 1162 |
+
2024-05-29 08:40:27,026 - INFO - Top 10 LocEnc acc (%): 22.47
|
| 1163 |
+
2024-05-30 20:31:30,226 - INFO -
|
| 1164 |
+
num_classes 8142
|
| 1165 |
+
2024-05-30 20:31:30,230 - INFO - num train 436063
|
| 1166 |
+
2024-05-30 20:31:30,230 - INFO - num val 24343
|
| 1167 |
+
2024-05-30 20:31:30,230 - INFO - train loss full_loss
|
| 1168 |
+
2024-05-30 20:31:30,230 - INFO - model name ../models/sphere2vec_sphereM/model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1169 |
+
2024-05-30 20:31:30,230 - INFO - num users 18643
|
| 1170 |
+
2024-05-30 20:31:30,543 - INFO -
|
| 1171 |
+
Only Sphere2Vec-sphereM
|
| 1172 |
+
2024-05-30 20:31:30,543 - INFO - Model : model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1173 |
+
2024-05-30 20:31:30,874 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1174 |
+
2024-05-30 20:31:31,201 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1175 |
+
2024-05-30 20:31:31,569 - INFO -
|
| 1176 |
+
No prior
|
| 1177 |
+
2024-05-30 20:31:31,833 - INFO - (24426,)
|
| 1178 |
+
2024-05-30 20:31:49,260 - INFO - Save results to ../eval_results/eval_inat_2018__val_no_prior.csv
|
| 1179 |
+
2024-05-30 20:31:49,260 - INFO - Split ID: 0
|
| 1180 |
+
2024-05-30 20:31:49,260 - INFO - Top 1 acc (%): 60.2
|
| 1181 |
+
2024-05-30 20:31:49,260 - INFO - Top 3 acc (%): 77.9
|
| 1182 |
+
2024-05-30 20:31:49,260 - INFO - Top 5 acc (%): 83.29
|
| 1183 |
+
2024-05-30 20:31:49,261 - INFO - Top 10 acc (%): 88.5
|
| 1184 |
+
2024-05-30 20:32:15,296 - INFO - Split ID: 0
|
| 1185 |
+
2024-05-30 20:32:15,296 - INFO - Top 1 hit (%): 72.94
|
| 1186 |
+
2024-05-30 20:32:15,296 - INFO - Top 3 hit (%): 86.67
|
| 1187 |
+
2024-05-30 20:32:15,296 - INFO - Top 5 hit (%): 90.09
|
| 1188 |
+
2024-05-30 20:32:15,296 - INFO - Top 10 hit (%): 93.05
|
| 1189 |
+
2024-05-30 20:32:15,302 - INFO -
|
| 1190 |
+
Only Sphere2Vec-sphereM
|
| 1191 |
+
2024-05-30 20:32:15,302 - INFO - Model : model_inat_2018_Sphere2Vec-sphereM_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1192 |
+
2024-05-30 20:32:16,090 - INFO - (24343,)
|
| 1193 |
+
2024-05-30 20:32:35,944 - INFO - Split ID: 0
|
| 1194 |
+
2024-05-30 20:32:35,952 - INFO - Top 1 LocEnc acc (%): 4.8
|
| 1195 |
+
2024-05-30 20:32:35,953 - INFO - Top 3 LocEnc acc (%): 10.38
|
| 1196 |
+
2024-05-30 20:32:35,954 - INFO - Top 5 LocEnc acc (%): 14.63
|
| 1197 |
+
2024-05-30 20:32:35,955 - INFO - Top 10 LocEnc acc (%): 22.47
|