Upload data/model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.log with huggingface_hub
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data/model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.log
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| 1 |
+
2024-05-28 17:41:42,165 - INFO -
|
| 2 |
+
num_classes 8142
|
| 3 |
+
2024-05-28 17:41:42,165 - INFO - num train 436063
|
| 4 |
+
2024-05-28 17:41:42,165 - INFO - num val 24343
|
| 5 |
+
2024-05-28 17:41:42,165 - INFO - train loss full_loss
|
| 6 |
+
2024-05-28 17:41:42,165 - INFO - model name ../models/sphere2vec_sphereCplus/model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 7 |
+
2024-05-28 17:41:42,165 - INFO - num users 18643
|
| 8 |
+
2024-05-28 17:41:42,647 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-28 17:43:12,930 - INFO - [51200/436063] Loss : 1.8326
|
| 11 |
+
2024-05-28 17:44:42,409 - INFO - [102400/436063] Loss : 1.6068
|
| 12 |
+
2024-05-28 17:46:23,115 - INFO - [153600/436063] Loss : 1.4494
|
| 13 |
+
2024-05-28 17:48:03,856 - INFO - [204800/436063] Loss : 1.3257
|
| 14 |
+
2024-05-28 17:49:43,770 - INFO - [256000/436063] Loss : 1.2293
|
| 15 |
+
2024-05-28 17:49:55,159 - INFO - [262144/436063] Loss : 1.2197
|
| 16 |
+
2024-05-28 17:50:41,721 - INFO - Test loss : 0.3367
|
| 17 |
+
2024-05-28 17:50:41,722 - INFO -
|
| 18 |
+
Epoch 1
|
| 19 |
+
2024-05-28 17:52:24,983 - INFO - [51200/436063] Loss : 0.7188
|
| 20 |
+
2024-05-28 17:54:05,735 - INFO - [102400/436063] Loss : 0.6979
|
| 21 |
+
2024-05-28 17:55:46,779 - INFO - [153600/436063] Loss : 0.6793
|
| 22 |
+
2024-05-28 17:57:27,621 - INFO - [204800/436063] Loss : 0.6626
|
| 23 |
+
2024-05-28 17:59:12,000 - INFO - [256000/436063] Loss : 0.6479
|
| 24 |
+
2024-05-28 17:59:24,099 - INFO - [262144/436063] Loss : 0.6463
|
| 25 |
+
2024-05-28 18:00:09,668 - INFO - Test loss : 0.2072
|
| 26 |
+
2024-05-28 18:00:09,668 - INFO -
|
| 27 |
+
Epoch 2
|
| 28 |
+
2024-05-28 18:01:53,053 - INFO - [51200/436063] Loss : 0.5407
|
| 29 |
+
2024-05-28 18:03:34,389 - INFO - [102400/436063] Loss : 0.5366
|
| 30 |
+
2024-05-28 18:05:15,874 - INFO - [153600/436063] Loss : 0.5315
|
| 31 |
+
2024-05-28 18:06:57,212 - INFO - [204800/436063] Loss : 0.5257
|
| 32 |
+
2024-05-28 18:08:38,619 - INFO - [256000/436063] Loss : 0.5206
|
| 33 |
+
2024-05-28 18:08:49,967 - INFO - [262144/436063] Loss : 0.5202
|
| 34 |
+
2024-05-28 18:09:37,583 - INFO - Test loss : 0.1661
|
| 35 |
+
2024-05-28 18:09:37,583 - INFO -
|
| 36 |
+
Epoch 3
|
| 37 |
+
2024-05-28 18:11:20,900 - INFO - [51200/436063] Loss : 0.4671
|
| 38 |
+
2024-05-28 18:13:01,921 - INFO - [102400/436063] Loss : 0.4657
|
| 39 |
+
2024-05-28 18:14:43,431 - INFO - [153600/436063] Loss : 0.4633
|
| 40 |
+
2024-05-28 18:16:24,818 - INFO - [204800/436063] Loss : 0.4615
|
| 41 |
+
2024-05-28 18:18:06,314 - INFO - [256000/436063] Loss : 0.4592
|
| 42 |
+
2024-05-28 18:18:17,807 - INFO - [262144/436063] Loss : 0.4589
|
| 43 |
+
2024-05-28 18:19:05,508 - INFO - Test loss : 0.1637
|
| 44 |
+
2024-05-28 18:19:05,508 - INFO -
|
| 45 |
+
Epoch 4
|
| 46 |
+
2024-05-28 18:20:48,922 - INFO - [51200/436063] Loss : 0.4249
|
| 47 |
+
2024-05-28 18:22:30,409 - INFO - [102400/436063] Loss : 0.4247
|
| 48 |
+
2024-05-28 18:24:11,357 - INFO - [153600/436063] Loss : 0.4238
|
| 49 |
+
2024-05-28 18:25:44,657 - INFO - [204800/436063] Loss : 0.4224
|
| 50 |
+
2024-05-28 18:27:27,008 - INFO - [256000/436063] Loss : 0.4212
|
| 51 |
+
2024-05-28 18:27:39,026 - INFO - [262144/436063] Loss : 0.4211
|
| 52 |
+
2024-05-28 18:28:28,631 - INFO - Test loss : 0.1552
|
| 53 |
+
2024-05-28 18:28:28,631 - INFO -
|
| 54 |
+
Epoch 5
|
| 55 |
+
2024-05-28 18:30:11,994 - INFO - [51200/436063] Loss : 0.3946
|
| 56 |
+
2024-05-28 18:31:53,268 - INFO - [102400/436063] Loss : 0.3952
|
| 57 |
+
2024-05-28 18:33:34,774 - INFO - [153600/436063] Loss : 0.3952
|
| 58 |
+
2024-05-28 18:35:16,248 - INFO - [204800/436063] Loss : 0.3947
|
| 59 |
+
2024-05-28 18:36:57,664 - INFO - [256000/436063] Loss : 0.3937
|
| 60 |
+
2024-05-28 18:37:09,126 - INFO - [262144/436063] Loss : 0.3937
|
| 61 |
+
2024-05-28 18:37:56,742 - INFO - Test loss : 0.1603
|
| 62 |
+
2024-05-28 18:37:56,742 - INFO -
|
| 63 |
+
Epoch 6
|
| 64 |
+
2024-05-28 18:39:40,047 - INFO - [51200/436063] Loss : 0.3754
|
| 65 |
+
2024-05-28 18:41:21,118 - INFO - [102400/436063] Loss : 0.3739
|
| 66 |
+
2024-05-28 18:43:03,243 - INFO - [153600/436063] Loss : 0.3736
|
| 67 |
+
2024-05-28 18:44:44,951 - INFO - [204800/436063] Loss : 0.3736
|
| 68 |
+
2024-05-28 18:46:26,197 - INFO - [256000/436063] Loss : 0.3735
|
| 69 |
+
2024-05-28 18:46:37,595 - INFO - [262144/436063] Loss : 0.3734
|
| 70 |
+
2024-05-28 18:47:25,455 - INFO - Test loss : 0.1665
|
| 71 |
+
2024-05-28 18:47:25,455 - INFO -
|
| 72 |
+
Epoch 7
|
| 73 |
+
2024-05-28 18:49:08,862 - INFO - [51200/436063] Loss : 0.3552
|
| 74 |
+
2024-05-28 18:50:49,874 - INFO - [102400/436063] Loss : 0.3557
|
| 75 |
+
2024-05-28 18:52:31,116 - INFO - [153600/436063] Loss : 0.3565
|
| 76 |
+
2024-05-28 18:54:12,380 - INFO - [204800/436063] Loss : 0.3567
|
| 77 |
+
2024-05-28 18:55:53,651 - INFO - [256000/436063] Loss : 0.3570
|
| 78 |
+
2024-05-28 18:56:05,076 - INFO - [262144/436063] Loss : 0.3571
|
| 79 |
+
2024-05-28 18:56:52,902 - INFO - Test loss : 0.1662
|
| 80 |
+
2024-05-28 18:56:52,903 - INFO -
|
| 81 |
+
Epoch 8
|
| 82 |
+
2024-05-28 18:58:36,522 - INFO - [51200/436063] Loss : 0.3436
|
| 83 |
+
2024-05-28 19:00:17,660 - INFO - [102400/436063] Loss : 0.3433
|
| 84 |
+
2024-05-28 19:01:58,863 - INFO - [153600/436063] Loss : 0.3441
|
| 85 |
+
2024-05-28 19:03:40,313 - INFO - [204800/436063] Loss : 0.3442
|
| 86 |
+
2024-05-28 19:05:22,185 - INFO - [256000/436063] Loss : 0.3447
|
| 87 |
+
2024-05-28 19:05:33,594 - INFO - [262144/436063] Loss : 0.3448
|
| 88 |
+
2024-05-28 19:06:21,439 - INFO - Test loss : 0.1755
|
| 89 |
+
2024-05-28 19:06:21,439 - INFO -
|
| 90 |
+
Epoch 9
|
| 91 |
+
2024-05-28 19:08:05,222 - INFO - [51200/436063] Loss : 0.3303
|
| 92 |
+
2024-05-28 19:09:46,487 - INFO - [102400/436063] Loss : 0.3305
|
| 93 |
+
2024-05-28 19:11:27,782 - INFO - [153600/436063] Loss : 0.3316
|
| 94 |
+
2024-05-28 19:13:08,936 - INFO - [204800/436063] Loss : 0.3323
|
| 95 |
+
2024-05-28 19:14:49,878 - INFO - [256000/436063] Loss : 0.3328
|
| 96 |
+
2024-05-28 19:15:01,251 - INFO - [262144/436063] Loss : 0.3328
|
| 97 |
+
2024-05-28 19:15:49,043 - INFO - Test loss : 0.1837
|
| 98 |
+
2024-05-28 19:15:49,043 - INFO -
|
| 99 |
+
Epoch 10
|
| 100 |
+
2024-05-28 19:17:32,391 - INFO - [51200/436063] Loss : 0.3195
|
| 101 |
+
2024-05-28 19:19:08,690 - INFO - [102400/436063] Loss : 0.3209
|
| 102 |
+
2024-05-28 19:20:51,289 - INFO - [153600/436063] Loss : 0.3217
|
| 103 |
+
2024-05-28 19:22:32,536 - INFO - [204800/436063] Loss : 0.3227
|
| 104 |
+
2024-05-28 19:24:13,748 - INFO - [256000/436063] Loss : 0.3233
|
| 105 |
+
2024-05-28 19:24:25,316 - INFO - [262144/436063] Loss : 0.3233
|
| 106 |
+
2024-05-28 19:25:13,643 - INFO - Test loss : 0.1957
|
| 107 |
+
2024-05-28 19:25:14,623 - INFO - (24343,)
|
| 108 |
+
2024-05-28 19:25:38,692 - INFO - Split ID: 0
|
| 109 |
+
2024-05-28 19:25:38,704 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.89
|
| 110 |
+
2024-05-28 19:25:38,705 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 5.25
|
| 111 |
+
2024-05-28 19:25:38,706 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 7.9
|
| 112 |
+
2024-05-28 19:25:38,707 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 13.31
|
| 113 |
+
2024-05-28 19:25:38,815 - INFO -
|
| 114 |
+
No prior
|
| 115 |
+
2024-05-28 19:25:39,039 - INFO - (24426,)
|
| 116 |
+
2024-05-28 19:25:50,571 - INFO - Split ID: 0
|
| 117 |
+
2024-05-28 19:25:50,571 - INFO - Top 1 (Epoch 10)acc (%): 60.2
|
| 118 |
+
2024-05-28 19:25:50,571 - INFO - Top 3 (Epoch 10)acc (%): 77.9
|
| 119 |
+
2024-05-28 19:25:50,571 - INFO - Top 5 (Epoch 10)acc (%): 83.29
|
| 120 |
+
2024-05-28 19:25:50,571 - INFO - Top 10 (Epoch 10)acc (%): 88.5
|
| 121 |
+
2024-05-28 19:26:39,556 - INFO - Split ID: 0
|
| 122 |
+
2024-05-28 19:26:39,556 - INFO - Top 1 (Epoch 10)acc (%): 72.82
|
| 123 |
+
2024-05-28 19:26:39,556 - INFO - Top 3 (Epoch 10)acc (%): 87.42
|
| 124 |
+
2024-05-28 19:26:39,556 - INFO - Top 5 (Epoch 10)acc (%): 91.01
|
| 125 |
+
2024-05-28 19:26:39,556 - INFO - Top 10 (Epoch 10)acc (%): 94.1
|
| 126 |
+
2024-05-28 19:27:28,424 - INFO - Split ID: 0
|
| 127 |
+
2024-05-28 19:27:28,425 - INFO - Top 1 (Epoch 10)acc (%): 72.82
|
| 128 |
+
2024-05-28 19:27:28,425 - INFO - for optuna top1: 72.82
|
| 129 |
+
2024-05-28 19:27:28,425 - INFO - Top 3 (Epoch 10)acc (%): 87.42
|
| 130 |
+
2024-05-28 19:27:28,425 - INFO - Top 5 (Epoch 10)acc (%): 91.01
|
| 131 |
+
2024-05-28 19:27:28,425 - INFO - Top 10 (Epoch 10)acc (%): 94.1
|
| 132 |
+
2024-05-28 19:27:28,426 - INFO -
|
| 133 |
+
Epoch 11
|
| 134 |
+
2024-05-28 19:29:07,655 - INFO - [51200/436063] Loss : 0.3115
|
| 135 |
+
2024-05-28 19:30:49,928 - INFO - [102400/436063] Loss : 0.3120
|
| 136 |
+
2024-05-28 19:32:31,170 - INFO - [153600/436063] Loss : 0.3134
|
| 137 |
+
2024-05-28 19:34:12,328 - INFO - [204800/436063] Loss : 0.3141
|
| 138 |
+
2024-05-28 19:35:53,579 - INFO - [256000/436063] Loss : 0.3143
|
| 139 |
+
2024-05-28 19:36:04,961 - INFO - [262144/436063] Loss : 0.3143
|
| 140 |
+
2024-05-28 19:36:52,595 - INFO - Test loss : 0.2032
|
| 141 |
+
2024-05-28 19:36:52,596 - INFO -
|
| 142 |
+
Epoch 12
|
| 143 |
+
2024-05-28 19:38:36,084 - INFO - [51200/436063] Loss : 0.3053
|
| 144 |
+
2024-05-28 19:40:17,256 - INFO - [102400/436063] Loss : 0.3063
|
| 145 |
+
2024-05-28 19:41:58,654 - INFO - [153600/436063] Loss : 0.3070
|
| 146 |
+
2024-05-28 19:43:39,902 - INFO - [204800/436063] Loss : 0.3077
|
| 147 |
+
2024-05-28 19:45:21,444 - INFO - [256000/436063] Loss : 0.3082
|
| 148 |
+
2024-05-28 19:45:32,988 - INFO - [262144/436063] Loss : 0.3082
|
| 149 |
+
2024-05-28 19:46:21,505 - INFO - Test loss : 0.2069
|
| 150 |
+
2024-05-28 19:46:21,505 - INFO -
|
| 151 |
+
Epoch 13
|
| 152 |
+
2024-05-28 19:48:05,191 - INFO - [51200/436063] Loss : 0.2976
|
| 153 |
+
2024-05-28 19:49:46,340 - INFO - [102400/436063] Loss : 0.2989
|
| 154 |
+
2024-05-28 19:51:27,779 - INFO - [153600/436063] Loss : 0.2997
|
| 155 |
+
2024-05-28 19:53:09,030 - INFO - [204800/436063] Loss : 0.3006
|
| 156 |
+
2024-05-28 19:54:50,424 - INFO - [256000/436063] Loss : 0.3013
|
| 157 |
+
2024-05-28 19:55:01,860 - INFO - [262144/436063] Loss : 0.3013
|
| 158 |
+
2024-05-28 19:55:49,648 - INFO - Test loss : 0.2158
|
| 159 |
+
2024-05-28 19:55:49,649 - INFO -
|
| 160 |
+
Epoch 14
|
| 161 |
+
2024-05-28 19:57:33,182 - INFO - [51200/436063] Loss : 0.2919
|
| 162 |
+
2024-05-28 19:59:14,437 - INFO - [102400/436063] Loss : 0.2932
|
| 163 |
+
2024-05-28 20:00:55,450 - INFO - [153600/436063] Loss : 0.2944
|
| 164 |
+
2024-05-28 20:02:36,650 - INFO - [204800/436063] Loss : 0.2954
|
| 165 |
+
2024-05-28 20:04:18,082 - INFO - [256000/436063] Loss : 0.2961
|
| 166 |
+
2024-05-28 20:04:29,580 - INFO - [262144/436063] Loss : 0.2961
|
| 167 |
+
2024-05-28 20:05:17,384 - INFO - Test loss : 0.2211
|
| 168 |
+
2024-05-28 20:05:17,384 - INFO -
|
| 169 |
+
Epoch 15
|
| 170 |
+
2024-05-28 20:07:01,609 - INFO - [51200/436063] Loss : 0.2866
|
| 171 |
+
2024-05-28 20:08:43,452 - INFO - [102400/436063] Loss : 0.2887
|
| 172 |
+
2024-05-28 20:10:24,608 - INFO - [153600/436063] Loss : 0.2886
|
| 173 |
+
2024-05-28 20:12:05,888 - INFO - [204800/436063] Loss : 0.2896
|
| 174 |
+
2024-05-28 20:13:47,209 - INFO - [256000/436063] Loss : 0.2899
|
| 175 |
+
2024-05-28 20:13:58,568 - INFO - [262144/436063] Loss : 0.2900
|
| 176 |
+
2024-05-28 20:14:46,407 - INFO - Test loss : 0.2378
|
| 177 |
+
2024-05-28 20:14:46,407 - INFO -
|
| 178 |
+
Epoch 16
|
| 179 |
+
2024-05-28 20:16:30,091 - INFO - [51200/436063] Loss : 0.2828
|
| 180 |
+
2024-05-28 20:18:11,446 - INFO - [102400/436063] Loss : 0.2836
|
| 181 |
+
2024-05-28 20:19:52,454 - INFO - [153600/436063] Loss : 0.2842
|
| 182 |
+
2024-05-28 20:21:33,749 - INFO - [204800/436063] Loss : 0.2849
|
| 183 |
+
2024-05-28 20:23:15,067 - INFO - [256000/436063] Loss : 0.2859
|
| 184 |
+
2024-05-28 20:23:26,491 - INFO - [262144/436063] Loss : 0.2860
|
| 185 |
+
2024-05-28 20:24:14,278 - INFO - Test loss : 0.2387
|
| 186 |
+
2024-05-28 20:24:14,279 - INFO -
|
| 187 |
+
Epoch 17
|
| 188 |
+
2024-05-28 20:25:55,814 - INFO - [51200/436063] Loss : 0.2784
|
| 189 |
+
2024-05-28 20:27:27,771 - INFO - [102400/436063] Loss : 0.2797
|
| 190 |
+
2024-05-28 20:29:15,010 - INFO - [153600/436063] Loss : 0.2803
|
| 191 |
+
2024-05-28 20:30:56,723 - INFO - [204800/436063] Loss : 0.2808
|
| 192 |
+
2024-05-28 20:32:38,258 - INFO - [256000/436063] Loss : 0.2813
|
| 193 |
+
2024-05-28 20:32:49,646 - INFO - [262144/436063] Loss : 0.2815
|
| 194 |
+
2024-05-28 20:33:37,594 - INFO - Test loss : 0.2507
|
| 195 |
+
2024-05-28 20:33:37,594 - INFO -
|
| 196 |
+
Epoch 18
|
| 197 |
+
2024-05-28 20:35:21,466 - INFO - [51200/436063] Loss : 0.2744
|
| 198 |
+
2024-05-28 20:37:02,800 - INFO - [102400/436063] Loss : 0.2757
|
| 199 |
+
2024-05-28 20:38:44,556 - INFO - [153600/436063] Loss : 0.2765
|
| 200 |
+
2024-05-28 20:40:27,119 - INFO - [204800/436063] Loss : 0.2772
|
| 201 |
+
2024-05-28 20:42:08,101 - INFO - [256000/436063] Loss : 0.2777
|
| 202 |
+
2024-05-28 20:42:19,487 - INFO - [262144/436063] Loss : 0.2779
|
| 203 |
+
2024-05-28 20:43:07,355 - INFO - Test loss : 0.2511
|
| 204 |
+
2024-05-28 20:43:07,355 - INFO -
|
| 205 |
+
Epoch 19
|
| 206 |
+
2024-05-28 20:44:51,167 - INFO - [51200/436063] Loss : 0.2717
|
| 207 |
+
2024-05-28 20:46:32,732 - INFO - [102400/436063] Loss : 0.2720
|
| 208 |
+
2024-05-28 20:48:13,951 - INFO - [153600/436063] Loss : 0.2736
|
| 209 |
+
2024-05-28 20:49:56,736 - INFO - [204800/436063] Loss : 0.2741
|
| 210 |
+
2024-05-28 20:51:37,922 - INFO - [256000/436063] Loss : 0.2747
|
| 211 |
+
2024-05-28 20:51:49,346 - INFO - [262144/436063] Loss : 0.2748
|
| 212 |
+
2024-05-28 20:52:37,130 - INFO - Test loss : 0.2618
|
| 213 |
+
2024-05-28 20:52:37,131 - INFO -
|
| 214 |
+
Epoch 20
|
| 215 |
+
2024-05-28 20:54:20,599 - INFO - [51200/436063] Loss : 0.2680
|
| 216 |
+
2024-05-28 20:55:57,225 - INFO - [102400/436063] Loss : 0.2685
|
| 217 |
+
2024-05-28 20:57:39,537 - INFO - [153600/436063] Loss : 0.2692
|
| 218 |
+
2024-05-28 20:59:20,946 - INFO - [204800/436063] Loss : 0.2703
|
| 219 |
+
2024-05-28 21:01:02,417 - INFO - [256000/436063] Loss : 0.2709
|
| 220 |
+
2024-05-28 21:01:13,856 - INFO - [262144/436063] Loss : 0.2709
|
| 221 |
+
2024-05-28 21:02:01,649 - INFO - Test loss : 0.2717
|
| 222 |
+
2024-05-28 21:02:02,627 - INFO - (24343,)
|
| 223 |
+
2024-05-28 21:02:26,449 - INFO - Split ID: 0
|
| 224 |
+
2024-05-28 21:02:26,459 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 3.03
|
| 225 |
+
2024-05-28 21:02:26,460 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 7.41
|
| 226 |
+
2024-05-28 21:02:26,461 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 11.0
|
| 227 |
+
2024-05-28 21:02:26,462 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 17.63
|
| 228 |
+
2024-05-28 21:02:26,581 - INFO -
|
| 229 |
+
No prior
|
| 230 |
+
2024-05-28 21:02:26,833 - INFO - (24426,)
|
| 231 |
+
2024-05-28 21:02:38,486 - INFO - Split ID: 0
|
| 232 |
+
2024-05-28 21:02:38,486 - INFO - Top 1 (Epoch 20)acc (%): 60.2
|
| 233 |
+
2024-05-28 21:02:38,486 - INFO - Top 3 (Epoch 20)acc (%): 77.9
|
| 234 |
+
2024-05-28 21:02:38,486 - INFO - Top 5 (Epoch 20)acc (%): 83.29
|
| 235 |
+
2024-05-28 21:02:38,487 - INFO - Top 10 (Epoch 20)acc (%): 88.5
|
| 236 |
+
2024-05-28 21:03:27,369 - INFO - Split ID: 0
|
| 237 |
+
2024-05-28 21:03:27,369 - INFO - Top 1 (Epoch 20)acc (%): 73.5
|
| 238 |
+
2024-05-28 21:03:27,369 - INFO - Top 3 (Epoch 20)acc (%): 87.66
|
| 239 |
+
2024-05-28 21:03:27,369 - INFO - Top 5 (Epoch 20)acc (%): 91.05
|
| 240 |
+
2024-05-28 21:03:27,370 - INFO - Top 10 (Epoch 20)acc (%): 94.04
|
| 241 |
+
2024-05-28 21:04:16,279 - INFO - Split ID: 0
|
| 242 |
+
2024-05-28 21:04:16,280 - INFO - Top 1 (Epoch 20)acc (%): 73.5
|
| 243 |
+
2024-05-28 21:04:16,280 - INFO - for optuna top1: 73.5
|
| 244 |
+
2024-05-28 21:04:16,280 - INFO - Top 3 (Epoch 20)acc (%): 87.66
|
| 245 |
+
2024-05-28 21:04:16,280 - INFO - Top 5 (Epoch 20)acc (%): 91.05
|
| 246 |
+
2024-05-28 21:04:16,280 - INFO - Top 10 (Epoch 20)acc (%): 94.04
|
| 247 |
+
2024-05-28 21:04:16,291 - INFO -
|
| 248 |
+
Epoch 21
|
| 249 |
+
2024-05-28 21:05:56,587 - INFO - [51200/436063] Loss : 0.2655
|
| 250 |
+
2024-05-28 21:07:37,657 - INFO - [102400/436063] Loss : 0.2657
|
| 251 |
+
2024-05-28 21:09:19,265 - INFO - [153600/436063] Loss : 0.2668
|
| 252 |
+
2024-05-28 21:11:01,442 - INFO - [204800/436063] Loss : 0.2673
|
| 253 |
+
2024-05-28 21:12:42,821 - INFO - [256000/436063] Loss : 0.2680
|
| 254 |
+
2024-05-28 21:12:54,292 - INFO - [262144/436063] Loss : 0.2681
|
| 255 |
+
2024-05-28 21:13:42,106 - INFO - Test loss : 0.2820
|
| 256 |
+
2024-05-28 21:13:42,106 - INFO -
|
| 257 |
+
Epoch 22
|
| 258 |
+
2024-05-28 21:15:25,399 - INFO - [51200/436063] Loss : 0.2607
|
| 259 |
+
2024-05-28 21:17:08,165 - INFO - [102400/436063] Loss : 0.2625
|
| 260 |
+
2024-05-28 21:19:02,055 - INFO - [153600/436063] Loss : 0.2636
|
| 261 |
+
2024-05-28 21:20:56,105 - INFO - [204800/436063] Loss : 0.2646
|
| 262 |
+
2024-05-28 21:22:50,116 - INFO - [256000/436063] Loss : 0.2652
|
| 263 |
+
2024-05-28 21:23:02,984 - INFO - [262144/436063] Loss : 0.2653
|
| 264 |
+
2024-05-28 21:23:56,835 - INFO - Test loss : 0.2882
|
| 265 |
+
2024-05-28 21:23:56,835 - INFO -
|
| 266 |
+
Epoch 23
|
| 267 |
+
2024-05-28 21:25:53,187 - INFO - [51200/436063] Loss : 0.2587
|
| 268 |
+
2024-05-28 21:27:47,028 - INFO - [102400/436063] Loss : 0.2608
|
| 269 |
+
2024-05-28 21:29:40,927 - INFO - [153600/436063] Loss : 0.2621
|
| 270 |
+
2024-05-28 21:31:35,346 - INFO - [204800/436063] Loss : 0.2630
|
| 271 |
+
2024-05-28 21:33:30,639 - INFO - [256000/436063] Loss : 0.2631
|
| 272 |
+
2024-05-28 21:33:43,447 - INFO - [262144/436063] Loss : 0.2631
|
| 273 |
+
2024-05-28 21:34:37,355 - INFO - Test loss : 0.2974
|
| 274 |
+
2024-05-28 21:34:37,355 - INFO -
|
| 275 |
+
Epoch 24
|
| 276 |
+
2024-05-28 21:36:33,913 - INFO - [51200/436063] Loss : 0.2573
|
| 277 |
+
2024-05-28 21:38:27,652 - INFO - [102400/436063] Loss : 0.2578
|
| 278 |
+
2024-05-28 21:40:22,215 - INFO - [153600/436063] Loss : 0.2589
|
| 279 |
+
2024-05-28 21:42:16,231 - INFO - [204800/436063] Loss : 0.2598
|
| 280 |
+
2024-05-28 21:44:10,179 - INFO - [256000/436063] Loss : 0.2603
|
| 281 |
+
2024-05-28 21:44:23,040 - INFO - [262144/436063] Loss : 0.2603
|
| 282 |
+
2024-05-28 21:45:18,675 - INFO - Test loss : 0.3092
|
| 283 |
+
2024-05-28 21:45:18,675 - INFO -
|
| 284 |
+
Epoch 25
|
| 285 |
+
2024-05-28 21:47:28,084 - INFO - [51200/436063] Loss : 0.2546
|
| 286 |
+
2024-05-28 21:49:34,615 - INFO - [102400/436063] Loss : 0.2550
|
| 287 |
+
2024-05-28 21:51:31,136 - INFO - [153600/436063] Loss : 0.2561
|
| 288 |
+
2024-05-28 21:53:25,367 - INFO - [204800/436063] Loss : 0.2569
|
| 289 |
+
2024-05-28 21:55:19,262 - INFO - [256000/436063] Loss : 0.2574
|
| 290 |
+
2024-05-28 21:55:32,071 - INFO - [262144/436063] Loss : 0.2575
|
| 291 |
+
2024-05-28 21:56:26,123 - INFO - Test loss : 0.3057
|
| 292 |
+
2024-05-28 21:56:26,123 - INFO -
|
| 293 |
+
Epoch 26
|
| 294 |
+
2024-05-28 21:58:23,290 - INFO - [51200/436063] Loss : 0.2516
|
| 295 |
+
2024-05-28 22:00:17,542 - INFO - [102400/436063] Loss : 0.2533
|
| 296 |
+
2024-05-28 22:02:11,384 - INFO - [153600/436063] Loss : 0.2540
|
| 297 |
+
2024-05-28 22:04:06,138 - INFO - [204800/436063] Loss : 0.2547
|
| 298 |
+
2024-05-28 22:06:00,335 - INFO - [256000/436063] Loss : 0.2553
|
| 299 |
+
2024-05-28 22:06:13,135 - INFO - [262144/436063] Loss : 0.2554
|
| 300 |
+
2024-05-28 22:07:06,916 - INFO - Test loss : 0.3208
|
| 301 |
+
2024-05-28 22:07:06,916 - INFO -
|
| 302 |
+
Epoch 27
|
| 303 |
+
2024-05-28 22:09:02,997 - INFO - [51200/436063] Loss : 0.2500
|
| 304 |
+
2024-05-28 22:10:56,788 - INFO - [102400/436063] Loss : 0.2515
|
| 305 |
+
2024-05-28 22:12:50,823 - INFO - [153600/436063] Loss : 0.2527
|
| 306 |
+
2024-05-28 22:14:44,817 - INFO - [204800/436063] Loss : 0.2533
|
| 307 |
+
2024-05-28 22:16:38,779 - INFO - [256000/436063] Loss : 0.2535
|
| 308 |
+
2024-05-28 22:16:51,614 - INFO - [262144/436063] Loss : 0.2535
|
| 309 |
+
2024-05-28 22:17:46,586 - INFO - Test loss : 0.3340
|
| 310 |
+
2024-05-28 22:17:46,587 - INFO -
|
| 311 |
+
Epoch 28
|
| 312 |
+
2024-05-28 22:19:55,285 - INFO - [51200/436063] Loss : 0.2495
|
| 313 |
+
2024-05-28 22:22:01,762 - INFO - [102400/436063] Loss : 0.2500
|
| 314 |
+
2024-05-28 22:24:04,753 - INFO - [153600/436063] Loss : 0.2503
|
| 315 |
+
2024-05-28 22:26:16,733 - INFO - [204800/436063] Loss : 0.2513
|
| 316 |
+
2024-05-28 22:28:14,349 - INFO - [256000/436063] Loss : 0.2517
|
| 317 |
+
2024-05-28 22:28:28,615 - INFO - [262144/436063] Loss : 0.2517
|
| 318 |
+
2024-05-28 22:29:28,307 - INFO - Test loss : 0.3359
|
| 319 |
+
2024-05-28 22:29:28,307 - INFO -
|
| 320 |
+
Epoch 29
|
| 321 |
+
2024-05-28 22:31:38,774 - INFO - [51200/436063] Loss : 0.2474
|
| 322 |
+
2024-05-28 22:33:46,325 - INFO - [102400/436063] Loss : 0.2479
|
| 323 |
+
2024-05-28 22:35:53,188 - INFO - [153600/436063] Loss : 0.2484
|
| 324 |
+
2024-05-28 22:37:59,972 - INFO - [204800/436063] Loss : 0.2489
|
| 325 |
+
2024-05-28 22:40:06,756 - INFO - [256000/436063] Loss : 0.2495
|
| 326 |
+
2024-05-28 22:40:21,065 - INFO - [262144/436063] Loss : 0.2495
|
| 327 |
+
2024-05-28 22:41:20,934 - INFO - Test loss : 0.3390
|
| 328 |
+
2024-05-28 22:41:20,934 - INFO -
|
| 329 |
+
Epoch 30
|
| 330 |
+
2024-05-28 22:43:29,849 - INFO - [51200/436063] Loss : 0.2462
|
| 331 |
+
2024-05-28 22:45:33,236 - INFO - [102400/436063] Loss : 0.2459
|
| 332 |
+
2024-05-28 22:47:41,966 - INFO - [153600/436063] Loss : 0.2466
|
| 333 |
+
2024-05-28 22:49:49,224 - INFO - [204800/436063] Loss : 0.2471
|
| 334 |
+
2024-05-28 22:51:56,038 - INFO - [256000/436063] Loss : 0.2478
|
| 335 |
+
2024-05-28 22:52:10,258 - INFO - [262144/436063] Loss : 0.2479
|
| 336 |
+
2024-05-28 22:53:10,015 - INFO - Test loss : 0.3509
|
| 337 |
+
2024-05-28 22:53:10,899 - INFO - (24343,)
|
| 338 |
+
2024-05-28 22:53:34,489 - INFO - Split ID: 0
|
| 339 |
+
2024-05-28 22:53:34,502 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 3.68
|
| 340 |
+
2024-05-28 22:53:34,504 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 8.75
|
| 341 |
+
2024-05-28 22:53:34,505 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 12.79
|
| 342 |
+
2024-05-28 22:53:34,507 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 19.98
|
| 343 |
+
2024-05-28 22:53:34,624 - INFO -
|
| 344 |
+
No prior
|
| 345 |
+
2024-05-28 22:53:34,856 - INFO - (24426,)
|
| 346 |
+
2024-05-28 22:53:46,476 - INFO - Split ID: 0
|
| 347 |
+
2024-05-28 22:53:46,477 - INFO - Top 1 (Epoch 30)acc (%): 60.2
|
| 348 |
+
2024-05-28 22:53:46,477 - INFO - Top 3 (Epoch 30)acc (%): 77.9
|
| 349 |
+
2024-05-28 22:53:46,477 - INFO - Top 5 (Epoch 30)acc (%): 83.29
|
| 350 |
+
2024-05-28 22:53:46,477 - INFO - Top 10 (Epoch 30)acc (%): 88.5
|
| 351 |
+
2024-05-28 22:54:46,883 - INFO - Split ID: 0
|
| 352 |
+
2024-05-28 22:54:46,883 - INFO - Top 1 (Epoch 30)acc (%): 73.43
|
| 353 |
+
2024-05-28 22:54:46,884 - INFO - Top 3 (Epoch 30)acc (%): 87.57
|
| 354 |
+
2024-05-28 22:54:46,884 - INFO - Top 5 (Epoch 30)acc (%): 90.91
|
| 355 |
+
2024-05-28 22:54:46,884 - INFO - Top 10 (Epoch 30)acc (%): 93.85
|
| 356 |
+
2024-05-28 22:55:47,295 - INFO - Split ID: 0
|
| 357 |
+
2024-05-28 22:55:47,295 - INFO - Top 1 (Epoch 30)acc (%): 73.43
|
| 358 |
+
2024-05-28 22:55:47,295 - INFO - for optuna top1: 73.43
|
| 359 |
+
2024-05-28 22:55:47,295 - INFO - Top 3 (Epoch 30)acc (%): 87.57
|
| 360 |
+
2024-05-28 22:55:47,296 - INFO - Top 5 (Epoch 30)acc (%): 90.91
|
| 361 |
+
2024-05-28 22:55:47,296 - INFO - Top 10 (Epoch 30)acc (%): 93.85
|
| 362 |
+
2024-05-28 22:55:47,309 - INFO -
|
| 363 |
+
Epoch 31
|
| 364 |
+
2024-05-28 22:57:55,574 - INFO - [51200/436063] Loss : 0.2450
|
| 365 |
+
2024-05-28 23:00:00,587 - INFO - [102400/436063] Loss : 0.2455
|
| 366 |
+
2024-05-28 23:02:07,698 - INFO - [153600/436063] Loss : 0.2460
|
| 367 |
+
2024-05-28 23:04:14,511 - INFO - [204800/436063] Loss : 0.2464
|
| 368 |
+
2024-05-28 23:06:21,367 - INFO - [256000/436063] Loss : 0.2468
|
| 369 |
+
2024-05-28 23:06:35,602 - INFO - [262144/436063] Loss : 0.2468
|
| 370 |
+
2024-05-28 23:07:35,484 - INFO - Test loss : 0.3585
|
| 371 |
+
2024-05-28 23:07:35,484 - INFO -
|
| 372 |
+
Epoch 32
|
| 373 |
+
2024-05-28 23:09:44,482 - INFO - [51200/436063] Loss : 0.2419
|
| 374 |
+
2024-05-28 23:11:50,300 - INFO - [102400/436063] Loss : 0.2426
|
| 375 |
+
2024-05-28 23:13:57,923 - INFO - [153600/436063] Loss : 0.2434
|
| 376 |
+
2024-05-28 23:16:05,327 - INFO - [204800/436063] Loss : 0.2443
|
| 377 |
+
2024-05-28 23:18:12,038 - INFO - [256000/436063] Loss : 0.2449
|
| 378 |
+
2024-05-28 23:18:26,305 - INFO - [262144/436063] Loss : 0.2450
|
| 379 |
+
2024-05-28 23:19:26,170 - INFO - Test loss : 0.3612
|
| 380 |
+
2024-05-28 23:19:26,170 - INFO -
|
| 381 |
+
Epoch 33
|
| 382 |
+
2024-05-28 23:21:35,423 - INFO - [51200/436063] Loss : 0.2410
|
| 383 |
+
2024-05-28 23:23:53,983 - INFO - [102400/436063] Loss : 0.2423
|
| 384 |
+
2024-05-28 23:26:12,842 - INFO - [153600/436063] Loss : 0.2432
|
| 385 |
+
2024-05-28 23:28:32,028 - INFO - [204800/436063] Loss : 0.2438
|
| 386 |
+
2024-05-28 23:31:03,268 - INFO - [256000/436063] Loss : 0.2444
|
| 387 |
+
2024-05-28 23:31:20,358 - INFO - [262144/436063] Loss : 0.2444
|
| 388 |
+
2024-05-28 23:32:32,246 - INFO - Test loss : 0.3686
|
| 389 |
+
2024-05-28 23:32:32,246 - INFO -
|
| 390 |
+
Epoch 34
|
| 391 |
+
2024-05-28 23:35:07,336 - INFO - [51200/436063] Loss : 0.2409
|
| 392 |
+
2024-05-28 23:37:38,774 - INFO - [102400/436063] Loss : 0.2409
|
| 393 |
+
2024-05-28 23:40:09,844 - INFO - [153600/436063] Loss : 0.2409
|
| 394 |
+
2024-05-28 23:42:41,662 - INFO - [204800/436063] Loss : 0.2419
|
| 395 |
+
2024-05-28 23:45:13,872 - INFO - [256000/436063] Loss : 0.2424
|
| 396 |
+
2024-05-28 23:45:30,891 - INFO - [262144/436063] Loss : 0.2425
|
| 397 |
+
2024-05-28 23:46:42,464 - INFO - Test loss : 0.3807
|
| 398 |
+
2024-05-28 23:46:42,464 - INFO -
|
| 399 |
+
Epoch 35
|
| 400 |
+
2024-05-28 23:49:17,422 - INFO - [51200/436063] Loss : 0.2399
|
| 401 |
+
2024-05-28 23:51:48,945 - INFO - [102400/436063] Loss : 0.2404
|
| 402 |
+
2024-05-28 23:54:20,505 - INFO - [153600/436063] Loss : 0.2404
|
| 403 |
+
2024-05-28 23:56:52,384 - INFO - [204800/436063] Loss : 0.2410
|
| 404 |
+
2024-05-28 23:59:06,872 - INFO - [256000/436063] Loss : 0.2414
|
| 405 |
+
2024-05-28 23:59:21,105 - INFO - [262144/436063] Loss : 0.2414
|
| 406 |
+
2024-05-29 00:00:20,797 - INFO - Test loss : 0.3829
|
| 407 |
+
2024-05-29 00:00:20,797 - INFO -
|
| 408 |
+
Epoch 36
|
| 409 |
+
2024-05-29 00:02:30,090 - INFO - [51200/436063] Loss : 0.2377
|
| 410 |
+
2024-05-29 00:04:36,520 - INFO - [102400/436063] Loss : 0.2380
|
| 411 |
+
2024-05-29 00:06:43,096 - INFO - [153600/436063] Loss : 0.2385
|
| 412 |
+
2024-05-29 00:08:48,171 - INFO - [204800/436063] Loss : 0.2391
|
| 413 |
+
2024-05-29 00:10:42,067 - INFO - [256000/436063] Loss : 0.2397
|
| 414 |
+
2024-05-29 00:10:55,143 - INFO - [262144/436063] Loss : 0.2397
|
| 415 |
+
2024-05-29 00:11:49,831 - INFO - Test loss : 0.3876
|
| 416 |
+
2024-05-29 00:11:49,831 - INFO -
|
| 417 |
+
Epoch 37
|
| 418 |
+
2024-05-29 00:13:46,626 - INFO - [51200/436063] Loss : 0.2353
|
| 419 |
+
2024-05-29 00:15:40,357 - INFO - [102400/436063] Loss : 0.2364
|
| 420 |
+
2024-05-29 00:17:34,207 - INFO - [153600/436063] Loss : 0.2368
|
| 421 |
+
2024-05-29 00:19:28,145 - INFO - [204800/436063] Loss : 0.2374
|
| 422 |
+
2024-05-29 00:21:22,233 - INFO - [256000/436063] Loss : 0.2386
|
| 423 |
+
2024-05-29 00:21:35,080 - INFO - [262144/436063] Loss : 0.2386
|
| 424 |
+
2024-05-29 00:22:28,911 - INFO - Test loss : 0.3944
|
| 425 |
+
2024-05-29 00:22:28,911 - INFO -
|
| 426 |
+
Epoch 38
|
| 427 |
+
2024-05-29 00:24:25,196 - INFO - [51200/436063] Loss : 0.2348
|
| 428 |
+
2024-05-29 00:26:19,205 - INFO - [102400/436063] Loss : 0.2365
|
| 429 |
+
2024-05-29 00:28:12,776 - INFO - [153600/436063] Loss : 0.2370
|
| 430 |
+
2024-05-29 00:30:06,638 - INFO - [204800/436063] Loss : 0.2369
|
| 431 |
+
2024-05-29 00:32:00,819 - INFO - [256000/436063] Loss : 0.2374
|
| 432 |
+
2024-05-29 00:32:13,755 - INFO - [262144/436063] Loss : 0.2373
|
| 433 |
+
2024-05-29 00:33:08,154 - INFO - Test loss : 0.4116
|
| 434 |
+
2024-05-29 00:33:08,154 - INFO -
|
| 435 |
+
Epoch 39
|
| 436 |
+
2024-05-29 00:35:06,294 - INFO - [51200/436063] Loss : 0.2353
|
| 437 |
+
2024-05-29 00:37:00,752 - INFO - [102400/436063] Loss : 0.2348
|
| 438 |
+
2024-05-29 00:38:54,811 - INFO - [153600/436063] Loss : 0.2350
|
| 439 |
+
2024-05-29 00:40:48,543 - INFO - [204800/436063] Loss : 0.2357
|
| 440 |
+
2024-05-29 00:42:42,470 - INFO - [256000/436063] Loss : 0.2364
|
| 441 |
+
2024-05-29 00:42:55,274 - INFO - [262144/436063] Loss : 0.2364
|
| 442 |
+
2024-05-29 00:43:49,209 - INFO - Test loss : 0.4053
|
| 443 |
+
2024-05-29 00:43:49,210 - INFO -
|
| 444 |
+
Epoch 40
|
| 445 |
+
2024-05-29 00:45:45,788 - INFO - [51200/436063] Loss : 0.2328
|
| 446 |
+
2024-05-29 00:47:35,969 - INFO - [102400/436063] Loss : 0.2339
|
| 447 |
+
2024-05-29 00:49:31,052 - INFO - [153600/436063] Loss : 0.2345
|
| 448 |
+
2024-05-29 00:51:24,905 - INFO - [204800/436063] Loss : 0.2347
|
| 449 |
+
2024-05-29 00:53:18,770 - INFO - [256000/436063] Loss : 0.2356
|
| 450 |
+
2024-05-29 00:53:31,557 - INFO - [262144/436063] Loss : 0.2357
|
| 451 |
+
2024-05-29 00:54:25,287 - INFO - Test loss : 0.4162
|
| 452 |
+
2024-05-29 00:54:26,251 - INFO - (24343,)
|
| 453 |
+
2024-05-29 00:54:50,065 - INFO - Split ID: 0
|
| 454 |
+
2024-05-29 00:54:50,076 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 4.09
|
| 455 |
+
2024-05-29 00:54:50,077 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 9.55
|
| 456 |
+
2024-05-29 00:54:50,078 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 13.49
|
| 457 |
+
2024-05-29 00:54:50,079 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 21.16
|
| 458 |
+
2024-05-29 00:54:50,206 - INFO -
|
| 459 |
+
No prior
|
| 460 |
+
2024-05-29 00:54:50,451 - INFO - (24426,)
|
| 461 |
+
2024-05-29 00:55:02,047 - INFO - Split ID: 0
|
| 462 |
+
2024-05-29 00:55:02,048 - INFO - Top 1 (Epoch 40)acc (%): 60.2
|
| 463 |
+
2024-05-29 00:55:02,048 - INFO - Top 3 (Epoch 40)acc (%): 77.9
|
| 464 |
+
2024-05-29 00:55:02,048 - INFO - Top 5 (Epoch 40)acc (%): 83.29
|
| 465 |
+
2024-05-29 00:55:02,048 - INFO - Top 10 (Epoch 40)acc (%): 88.5
|
| 466 |
+
2024-05-29 00:55:56,620 - INFO - Split ID: 0
|
| 467 |
+
2024-05-29 00:55:56,620 - INFO - Top 1 (Epoch 40)acc (%): 73.52
|
| 468 |
+
2024-05-29 00:55:56,621 - INFO - Top 3 (Epoch 40)acc (%): 87.48
|
| 469 |
+
2024-05-29 00:55:56,621 - INFO - Top 5 (Epoch 40)acc (%): 90.68
|
| 470 |
+
2024-05-29 00:55:56,621 - INFO - Top 10 (Epoch 40)acc (%): 93.72
|
| 471 |
+
2024-05-29 00:56:51,190 - INFO - Split ID: 0
|
| 472 |
+
2024-05-29 00:56:51,191 - INFO - Top 1 (Epoch 40)acc (%): 73.52
|
| 473 |
+
2024-05-29 00:56:51,191 - INFO - for optuna top1: 73.52
|
| 474 |
+
2024-05-29 00:56:51,191 - INFO - Top 3 (Epoch 40)acc (%): 87.48
|
| 475 |
+
2024-05-29 00:56:51,191 - INFO - Top 5 (Epoch 40)acc (%): 90.68
|
| 476 |
+
2024-05-29 00:56:51,191 - INFO - Top 10 (Epoch 40)acc (%): 93.72
|
| 477 |
+
2024-05-29 00:56:51,203 - INFO -
|
| 478 |
+
Epoch 41
|
| 479 |
+
2024-05-29 00:58:47,807 - INFO - [51200/436063] Loss : 0.2316
|
| 480 |
+
2024-05-29 01:00:40,275 - INFO - [102400/436063] Loss : 0.2321
|
| 481 |
+
2024-05-29 01:02:34,572 - INFO - [153600/436063] Loss : 0.2326
|
| 482 |
+
2024-05-29 01:04:28,450 - INFO - [204800/436063] Loss : 0.2336
|
| 483 |
+
2024-05-29 01:06:22,294 - INFO - [256000/436063] Loss : 0.2342
|
| 484 |
+
2024-05-29 01:06:35,062 - INFO - [262144/436063] Loss : 0.2342
|
| 485 |
+
2024-05-29 01:07:28,941 - INFO - Test loss : 0.4263
|
| 486 |
+
2024-05-29 01:07:28,941 - INFO -
|
| 487 |
+
Epoch 42
|
| 488 |
+
2024-05-29 01:09:25,246 - INFO - [51200/436063] Loss : 0.2312
|
| 489 |
+
2024-05-29 01:11:19,164 - INFO - [102400/436063] Loss : 0.2315
|
| 490 |
+
2024-05-29 01:13:13,015 - INFO - [153600/436063] Loss : 0.2321
|
| 491 |
+
2024-05-29 01:15:07,016 - INFO - [204800/436063] Loss : 0.2326
|
| 492 |
+
2024-05-29 01:17:01,175 - INFO - [256000/436063] Loss : 0.2335
|
| 493 |
+
2024-05-29 01:17:13,987 - INFO - [262144/436063] Loss : 0.2335
|
| 494 |
+
2024-05-29 01:18:07,726 - INFO - Test loss : 0.4242
|
| 495 |
+
2024-05-29 01:18:07,726 - INFO -
|
| 496 |
+
Epoch 43
|
| 497 |
+
2024-05-29 01:20:03,852 - INFO - [51200/436063] Loss : 0.2294
|
| 498 |
+
2024-05-29 01:21:57,685 - INFO - [102400/436063] Loss : 0.2299
|
| 499 |
+
2024-05-29 01:23:53,161 - INFO - [153600/436063] Loss : 0.2307
|
| 500 |
+
2024-05-29 01:25:47,184 - INFO - [204800/436063] Loss : 0.2312
|
| 501 |
+
2024-05-29 01:27:41,259 - INFO - [256000/436063] Loss : 0.2316
|
| 502 |
+
2024-05-29 01:27:54,095 - INFO - [262144/436063] Loss : 0.2316
|
| 503 |
+
2024-05-29 01:28:47,766 - INFO - Test loss : 0.4326
|
| 504 |
+
2024-05-29 01:28:47,767 - INFO -
|
| 505 |
+
Epoch 44
|
| 506 |
+
2024-05-29 01:30:43,973 - INFO - [51200/436063] Loss : 0.2312
|
| 507 |
+
2024-05-29 01:32:37,823 - INFO - [102400/436063] Loss : 0.2317
|
| 508 |
+
2024-05-29 01:34:31,439 - INFO - [153600/436063] Loss : 0.2319
|
| 509 |
+
2024-05-29 01:36:25,413 - INFO - [204800/436063] Loss : 0.2321
|
| 510 |
+
2024-05-29 01:38:19,636 - INFO - [256000/436063] Loss : 0.2324
|
| 511 |
+
2024-05-29 01:38:32,483 - INFO - [262144/436063] Loss : 0.2325
|
| 512 |
+
2024-05-29 01:39:26,371 - INFO - Test loss : 0.4410
|
| 513 |
+
2024-05-29 01:39:26,372 - INFO -
|
| 514 |
+
Epoch 45
|
| 515 |
+
2024-05-29 01:41:23,019 - INFO - [51200/436063] Loss : 0.2288
|
| 516 |
+
2024-05-29 01:43:16,787 - INFO - [102400/436063] Loss : 0.2294
|
| 517 |
+
2024-05-29 01:45:10,614 - INFO - [153600/436063] Loss : 0.2297
|
| 518 |
+
2024-05-29 01:47:05,823 - INFO - [204800/436063] Loss : 0.2299
|
| 519 |
+
2024-05-29 01:48:59,995 - INFO - [256000/436063] Loss : 0.2305
|
| 520 |
+
2024-05-29 01:49:12,766 - INFO - [262144/436063] Loss : 0.2305
|
| 521 |
+
2024-05-29 01:50:06,580 - INFO - Test loss : 0.4446
|
| 522 |
+
2024-05-29 01:50:06,580 - INFO -
|
| 523 |
+
Epoch 46
|
| 524 |
+
2024-05-29 01:52:02,501 - INFO - [51200/436063] Loss : 0.2282
|
| 525 |
+
2024-05-29 01:53:56,271 - INFO - [102400/436063] Loss : 0.2291
|
| 526 |
+
2024-05-29 01:55:49,963 - INFO - [153600/436063] Loss : 0.2294
|
| 527 |
+
2024-05-29 01:57:44,022 - INFO - [204800/436063] Loss : 0.2295
|
| 528 |
+
2024-05-29 01:59:37,806 - INFO - [256000/436063] Loss : 0.2303
|
| 529 |
+
2024-05-29 01:59:50,568 - INFO - [262144/436063] Loss : 0.2303
|
| 530 |
+
2024-05-29 02:00:44,205 - INFO - Test loss : 0.4473
|
| 531 |
+
2024-05-29 02:00:44,205 - INFO -
|
| 532 |
+
Epoch 47
|
| 533 |
+
2024-05-29 02:02:40,469 - INFO - [51200/436063] Loss : 0.2267
|
| 534 |
+
2024-05-29 02:04:34,211 - INFO - [102400/436063] Loss : 0.2271
|
| 535 |
+
2024-05-29 02:06:27,941 - INFO - [153600/436063] Loss : 0.2276
|
| 536 |
+
2024-05-29 02:08:21,807 - INFO - [204800/436063] Loss : 0.2278
|
| 537 |
+
2024-05-29 02:10:16,622 - INFO - [256000/436063] Loss : 0.2284
|
| 538 |
+
2024-05-29 02:10:29,644 - INFO - [262144/436063] Loss : 0.2285
|
| 539 |
+
2024-05-29 02:11:24,199 - INFO - Test loss : 0.4533
|
| 540 |
+
2024-05-29 02:11:24,199 - INFO -
|
| 541 |
+
Epoch 48
|
| 542 |
+
2024-05-29 02:13:20,555 - INFO - [51200/436063] Loss : 0.2265
|
| 543 |
+
2024-05-29 02:15:14,011 - INFO - [102400/436063] Loss : 0.2274
|
| 544 |
+
2024-05-29 02:17:07,846 - INFO - [153600/436063] Loss : 0.2279
|
| 545 |
+
2024-05-29 02:19:01,777 - INFO - [204800/436063] Loss : 0.2280
|
| 546 |
+
2024-05-29 02:20:55,672 - INFO - [256000/436063] Loss : 0.2283
|
| 547 |
+
2024-05-29 02:21:08,509 - INFO - [262144/436063] Loss : 0.2284
|
| 548 |
+
2024-05-29 02:22:02,392 - INFO - Test loss : 0.4568
|
| 549 |
+
2024-05-29 02:22:02,392 - INFO -
|
| 550 |
+
Epoch 49
|
| 551 |
+
2024-05-29 02:23:58,827 - INFO - [51200/436063] Loss : 0.2257
|
| 552 |
+
2024-05-29 02:25:52,323 - INFO - [102400/436063] Loss : 0.2256
|
| 553 |
+
2024-05-29 02:27:45,969 - INFO - [153600/436063] Loss : 0.2263
|
| 554 |
+
2024-05-29 02:29:39,827 - INFO - [204800/436063] Loss : 0.2270
|
| 555 |
+
2024-05-29 02:31:33,812 - INFO - [256000/436063] Loss : 0.2275
|
| 556 |
+
2024-05-29 02:31:46,646 - INFO - [262144/436063] Loss : 0.2276
|
| 557 |
+
2024-05-29 02:32:40,426 - INFO - Test loss : 0.4605
|
| 558 |
+
2024-05-29 02:32:40,426 - INFO -
|
| 559 |
+
Epoch 50
|
| 560 |
+
2024-05-29 02:34:37,894 - INFO - [51200/436063] Loss : 0.2260
|
| 561 |
+
2024-05-29 02:36:28,137 - INFO - [102400/436063] Loss : 0.2260
|
| 562 |
+
2024-05-29 02:38:23,322 - INFO - [153600/436063] Loss : 0.2267
|
| 563 |
+
2024-05-29 02:40:16,881 - INFO - [204800/436063] Loss : 0.2271
|
| 564 |
+
2024-05-29 02:42:10,467 - INFO - [256000/436063] Loss : 0.2275
|
| 565 |
+
2024-05-29 02:42:23,253 - INFO - [262144/436063] Loss : 0.2275
|
| 566 |
+
2024-05-29 02:43:17,092 - INFO - Test loss : 0.4658
|
| 567 |
+
2024-05-29 02:43:18,113 - INFO - (24343,)
|
| 568 |
+
2024-05-29 02:43:42,420 - INFO - Split ID: 0
|
| 569 |
+
2024-05-29 02:43:42,432 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 4.55
|
| 570 |
+
2024-05-29 02:43:42,433 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 9.94
|
| 571 |
+
2024-05-29 02:43:42,434 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 14.23
|
| 572 |
+
2024-05-29 02:43:42,434 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 22.01
|
| 573 |
+
2024-05-29 02:43:42,562 - INFO -
|
| 574 |
+
No prior
|
| 575 |
+
2024-05-29 02:43:42,835 - INFO - (24426,)
|
| 576 |
+
2024-05-29 02:43:54,851 - INFO - Split ID: 0
|
| 577 |
+
2024-05-29 02:43:54,851 - INFO - Top 1 (Epoch 50)acc (%): 60.2
|
| 578 |
+
2024-05-29 02:43:54,851 - INFO - Top 3 (Epoch 50)acc (%): 77.9
|
| 579 |
+
2024-05-29 02:43:54,851 - INFO - Top 5 (Epoch 50)acc (%): 83.29
|
| 580 |
+
2024-05-29 02:43:54,851 - INFO - Top 10 (Epoch 50)acc (%): 88.5
|
| 581 |
+
2024-05-29 02:44:49,491 - INFO - Split ID: 0
|
| 582 |
+
2024-05-29 02:44:49,492 - INFO - Top 1 (Epoch 50)acc (%): 73.46
|
| 583 |
+
2024-05-29 02:44:49,492 - INFO - Top 3 (Epoch 50)acc (%): 87.35
|
| 584 |
+
2024-05-29 02:44:49,492 - INFO - Top 5 (Epoch 50)acc (%): 90.58
|
| 585 |
+
2024-05-29 02:44:49,492 - INFO - Top 10 (Epoch 50)acc (%): 93.54
|
| 586 |
+
2024-05-29 02:45:44,124 - INFO - Split ID: 0
|
| 587 |
+
2024-05-29 02:45:44,124 - INFO - Top 1 (Epoch 50)acc (%): 73.46
|
| 588 |
+
2024-05-29 02:45:44,124 - INFO - for optuna top1: 73.46
|
| 589 |
+
2024-05-29 02:45:44,124 - INFO - Top 3 (Epoch 50)acc (%): 87.35
|
| 590 |
+
2024-05-29 02:45:44,125 - INFO - Top 5 (Epoch 50)acc (%): 90.58
|
| 591 |
+
2024-05-29 02:45:44,125 - INFO - Top 10 (Epoch 50)acc (%): 93.54
|
| 592 |
+
2024-05-29 02:45:44,138 - INFO -
|
| 593 |
+
Epoch 51
|
| 594 |
+
2024-05-29 02:47:40,220 - INFO - [51200/436063] Loss : 0.2235
|
| 595 |
+
2024-05-29 02:49:30,962 - INFO - [102400/436063] Loss : 0.2245
|
| 596 |
+
2024-05-29 02:51:25,831 - INFO - [153600/436063] Loss : 0.2253
|
| 597 |
+
2024-05-29 02:53:20,445 - INFO - [204800/436063] Loss : 0.2258
|
| 598 |
+
2024-05-29 02:55:14,857 - INFO - [256000/436063] Loss : 0.2264
|
| 599 |
+
2024-05-29 02:55:27,792 - INFO - [262144/436063] Loss : 0.2264
|
| 600 |
+
2024-05-29 02:56:21,773 - INFO - Test loss : 0.4744
|
| 601 |
+
2024-05-29 02:56:21,773 - INFO -
|
| 602 |
+
Epoch 52
|
| 603 |
+
2024-05-29 02:58:20,051 - INFO - [51200/436063] Loss : 0.2229
|
| 604 |
+
2024-05-29 03:00:14,787 - INFO - [102400/436063] Loss : 0.2242
|
| 605 |
+
2024-05-29 03:02:09,084 - INFO - [153600/436063] Loss : 0.2249
|
| 606 |
+
2024-05-29 03:04:03,650 - INFO - [204800/436063] Loss : 0.2257
|
| 607 |
+
2024-05-29 03:05:57,966 - INFO - [256000/436063] Loss : 0.2259
|
| 608 |
+
2024-05-29 03:06:10,920 - INFO - [262144/436063] Loss : 0.2259
|
| 609 |
+
2024-05-29 03:07:04,868 - INFO - Test loss : 0.4837
|
| 610 |
+
2024-05-29 03:07:04,868 - INFO -
|
| 611 |
+
Epoch 53
|
| 612 |
+
2024-05-29 03:09:01,601 - INFO - [51200/436063] Loss : 0.2234
|
| 613 |
+
2024-05-29 03:10:56,059 - INFO - [102400/436063] Loss : 0.2241
|
| 614 |
+
2024-05-29 03:12:50,614 - INFO - [153600/436063] Loss : 0.2242
|
| 615 |
+
2024-05-29 03:14:45,200 - INFO - [204800/436063] Loss : 0.2250
|
| 616 |
+
2024-05-29 03:16:39,722 - INFO - [256000/436063] Loss : 0.2254
|
| 617 |
+
2024-05-29 03:16:52,617 - INFO - [262144/436063] Loss : 0.2255
|
| 618 |
+
2024-05-29 03:17:46,789 - INFO - Test loss : 0.4802
|
| 619 |
+
2024-05-29 03:17:46,789 - INFO -
|
| 620 |
+
Epoch 54
|
| 621 |
+
2024-05-29 03:19:44,631 - INFO - [51200/436063] Loss : 0.2235
|
| 622 |
+
2024-05-29 03:21:37,625 - INFO - [102400/436063] Loss : 0.2238
|
| 623 |
+
2024-05-29 03:23:31,806 - INFO - [153600/436063] Loss : 0.2244
|
| 624 |
+
2024-05-29 03:25:26,116 - INFO - [204800/436063] Loss : 0.2246
|
| 625 |
+
2024-05-29 03:27:20,758 - INFO - [256000/436063] Loss : 0.2250
|
| 626 |
+
2024-05-29 03:27:33,660 - INFO - [262144/436063] Loss : 0.2251
|
| 627 |
+
2024-05-29 03:28:27,657 - INFO - Test loss : 0.4859
|
| 628 |
+
2024-05-29 03:28:27,657 - INFO -
|
| 629 |
+
Epoch 55
|
| 630 |
+
2024-05-29 03:30:24,556 - INFO - [51200/436063] Loss : 0.2214
|
| 631 |
+
2024-05-29 03:32:18,763 - INFO - [102400/436063] Loss : 0.2232
|
| 632 |
+
2024-05-29 03:34:13,048 - INFO - [153600/436063] Loss : 0.2232
|
| 633 |
+
2024-05-29 03:36:07,447 - INFO - [204800/436063] Loss : 0.2234
|
| 634 |
+
2024-05-29 03:38:01,839 - INFO - [256000/436063] Loss : 0.2237
|
| 635 |
+
2024-05-29 03:38:14,696 - INFO - [262144/436063] Loss : 0.2239
|
| 636 |
+
2024-05-29 03:39:08,739 - INFO - Test loss : 0.4933
|
| 637 |
+
2024-05-29 03:39:08,740 - INFO -
|
| 638 |
+
Epoch 56
|
| 639 |
+
2024-05-29 03:41:05,408 - INFO - [51200/436063] Loss : 0.2220
|
| 640 |
+
2024-05-29 03:42:59,631 - INFO - [102400/436063] Loss : 0.2219
|
| 641 |
+
2024-05-29 03:44:54,137 - INFO - [153600/436063] Loss : 0.2224
|
| 642 |
+
2024-05-29 03:46:50,322 - INFO - [204800/436063] Loss : 0.2231
|
| 643 |
+
2024-05-29 03:48:44,851 - INFO - [256000/436063] Loss : 0.2236
|
| 644 |
+
2024-05-29 03:48:57,688 - INFO - [262144/436063] Loss : 0.2236
|
| 645 |
+
2024-05-29 03:49:51,615 - INFO - Test loss : 0.4927
|
| 646 |
+
2024-05-29 03:49:51,615 - INFO -
|
| 647 |
+
Epoch 57
|
| 648 |
+
2024-05-29 03:51:48,383 - INFO - [51200/436063] Loss : 0.2210
|
| 649 |
+
2024-05-29 03:53:42,801 - INFO - [102400/436063] Loss : 0.2214
|
| 650 |
+
2024-05-29 03:55:37,113 - INFO - [153600/436063] Loss : 0.2219
|
| 651 |
+
2024-05-29 03:57:31,448 - INFO - [204800/436063] Loss : 0.2223
|
| 652 |
+
2024-05-29 03:59:25,650 - INFO - [256000/436063] Loss : 0.2225
|
| 653 |
+
2024-05-29 03:59:38,526 - INFO - [262144/436063] Loss : 0.2225
|
| 654 |
+
2024-05-29 04:00:32,475 - INFO - Test loss : 0.4960
|
| 655 |
+
2024-05-29 04:00:32,476 - INFO -
|
| 656 |
+
Epoch 58
|
| 657 |
+
2024-05-29 04:02:29,199 - INFO - [51200/436063] Loss : 0.2221
|
| 658 |
+
2024-05-29 04:04:23,517 - INFO - [102400/436063] Loss : 0.2214
|
| 659 |
+
2024-05-29 04:06:17,963 - INFO - [153600/436063] Loss : 0.2215
|
| 660 |
+
2024-05-29 04:08:12,456 - INFO - [204800/436063] Loss : 0.2217
|
| 661 |
+
2024-05-29 04:10:08,027 - INFO - [256000/436063] Loss : 0.2217
|
| 662 |
+
2024-05-29 04:10:21,158 - INFO - [262144/436063] Loss : 0.2218
|
| 663 |
+
2024-05-29 04:11:15,488 - INFO - Test loss : 0.5113
|
| 664 |
+
2024-05-29 04:11:15,488 - INFO -
|
| 665 |
+
Epoch 59
|
| 666 |
+
2024-05-29 04:13:12,303 - INFO - [51200/436063] Loss : 0.2193
|
| 667 |
+
2024-05-29 04:15:06,972 - INFO - [102400/436063] Loss : 0.2203
|
| 668 |
+
2024-05-29 04:17:02,471 - INFO - [153600/436063] Loss : 0.2209
|
| 669 |
+
2024-05-29 04:18:54,221 - INFO - [204800/436063] Loss : 0.2215
|
| 670 |
+
2024-05-29 04:20:36,042 - INFO - [256000/436063] Loss : 0.2218
|
| 671 |
+
2024-05-29 04:20:47,473 - INFO - [262144/436063] Loss : 0.2219
|
| 672 |
+
2024-05-29 04:21:35,316 - INFO - Test loss : 0.5047
|
| 673 |
+
2024-05-29 04:21:35,317 - INFO -
|
| 674 |
+
Epoch 60
|
| 675 |
+
2024-05-29 04:23:19,498 - INFO - [51200/436063] Loss : 0.2196
|
| 676 |
+
2024-05-29 04:24:56,506 - INFO - [102400/436063] Loss : 0.2206
|
| 677 |
+
2024-05-29 04:26:39,273 - INFO - [153600/436063] Loss : 0.2209
|
| 678 |
+
2024-05-29 04:28:21,255 - INFO - [204800/436063] Loss : 0.2217
|
| 679 |
+
2024-05-29 04:30:03,318 - INFO - [256000/436063] Loss : 0.2219
|
| 680 |
+
2024-05-29 04:30:14,824 - INFO - [262144/436063] Loss : 0.2218
|
| 681 |
+
2024-05-29 04:31:02,784 - INFO - Test loss : 0.5122
|
| 682 |
+
2024-05-29 04:31:03,746 - INFO - (24343,)
|
| 683 |
+
2024-05-29 04:31:27,616 - INFO - Split ID: 0
|
| 684 |
+
2024-05-29 04:31:27,629 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 4.66
|
| 685 |
+
2024-05-29 04:31:27,630 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 10.5
|
| 686 |
+
2024-05-29 04:31:27,632 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 14.83
|
| 687 |
+
2024-05-29 04:31:27,633 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 22.66
|
| 688 |
+
2024-05-29 04:31:27,754 - INFO -
|
| 689 |
+
No prior
|
| 690 |
+
2024-05-29 04:31:28,015 - INFO - (24426,)
|
| 691 |
+
2024-05-29 04:31:39,819 - INFO - Split ID: 0
|
| 692 |
+
2024-05-29 04:31:39,819 - INFO - Top 1 (Epoch 60)acc (%): 60.2
|
| 693 |
+
2024-05-29 04:31:39,819 - INFO - Top 3 (Epoch 60)acc (%): 77.9
|
| 694 |
+
2024-05-29 04:31:39,819 - INFO - Top 5 (Epoch 60)acc (%): 83.29
|
| 695 |
+
2024-05-29 04:31:39,819 - INFO - Top 10 (Epoch 60)acc (%): 88.5
|
| 696 |
+
2024-05-29 04:32:30,079 - INFO - Split ID: 0
|
| 697 |
+
2024-05-29 04:32:30,079 - INFO - Top 1 (Epoch 60)acc (%): 73.48
|
| 698 |
+
2024-05-29 04:32:30,079 - INFO - Top 3 (Epoch 60)acc (%): 87.31
|
| 699 |
+
2024-05-29 04:32:30,079 - INFO - Top 5 (Epoch 60)acc (%): 90.44
|
| 700 |
+
2024-05-29 04:32:30,079 - INFO - Top 10 (Epoch 60)acc (%): 93.46
|
| 701 |
+
2024-05-29 04:33:19,783 - INFO - Split ID: 0
|
| 702 |
+
2024-05-29 04:33:19,783 - INFO - Top 1 (Epoch 60)acc (%): 73.48
|
| 703 |
+
2024-05-29 04:33:19,783 - INFO - for optuna top1: 73.48
|
| 704 |
+
2024-05-29 04:33:19,783 - INFO - Top 3 (Epoch 60)acc (%): 87.31
|
| 705 |
+
2024-05-29 04:33:19,784 - INFO - Top 5 (Epoch 60)acc (%): 90.44
|
| 706 |
+
2024-05-29 04:33:19,784 - INFO - Top 10 (Epoch 60)acc (%): 93.46
|
| 707 |
+
2024-05-29 04:33:19,796 - INFO -
|
| 708 |
+
Epoch 61
|
| 709 |
+
2024-05-29 04:35:04,032 - INFO - [51200/436063] Loss : 0.2182
|
| 710 |
+
2024-05-29 04:36:41,357 - INFO - [102400/436063] Loss : 0.2186
|
| 711 |
+
2024-05-29 04:38:24,034 - INFO - [153600/436063] Loss : 0.2195
|
| 712 |
+
2024-05-29 04:40:05,866 - INFO - [204800/436063] Loss : 0.2196
|
| 713 |
+
2024-05-29 04:41:48,091 - INFO - [256000/436063] Loss : 0.2202
|
| 714 |
+
2024-05-29 04:41:59,512 - INFO - [262144/436063] Loss : 0.2202
|
| 715 |
+
2024-05-29 04:42:47,539 - INFO - Test loss : 0.5230
|
| 716 |
+
2024-05-29 04:42:47,540 - INFO -
|
| 717 |
+
Epoch 62
|
| 718 |
+
2024-05-29 04:44:31,623 - INFO - [51200/436063] Loss : 0.2187
|
| 719 |
+
2024-05-29 04:46:13,448 - INFO - [102400/436063] Loss : 0.2202
|
| 720 |
+
2024-05-29 04:47:55,212 - INFO - [153600/436063] Loss : 0.2201
|
| 721 |
+
2024-05-29 04:49:36,762 - INFO - [204800/436063] Loss : 0.2203
|
| 722 |
+
2024-05-29 04:51:18,683 - INFO - [256000/436063] Loss : 0.2205
|
| 723 |
+
2024-05-29 04:51:30,203 - INFO - [262144/436063] Loss : 0.2204
|
| 724 |
+
2024-05-29 04:52:18,209 - INFO - Test loss : 0.5222
|
| 725 |
+
2024-05-29 04:52:18,209 - INFO -
|
| 726 |
+
Epoch 63
|
| 727 |
+
2024-05-29 04:54:03,894 - INFO - [51200/436063] Loss : 0.2168
|
| 728 |
+
2024-05-29 04:55:45,685 - INFO - [102400/436063] Loss : 0.2188
|
| 729 |
+
2024-05-29 04:57:27,147 - INFO - [153600/436063] Loss : 0.2188
|
| 730 |
+
2024-05-29 04:59:09,058 - INFO - [204800/436063] Loss : 0.2191
|
| 731 |
+
2024-05-29 05:00:50,589 - INFO - [256000/436063] Loss : 0.2195
|
| 732 |
+
2024-05-29 05:01:02,006 - INFO - [262144/436063] Loss : 0.2195
|
| 733 |
+
2024-05-29 05:01:50,053 - INFO - Test loss : 0.5237
|
| 734 |
+
2024-05-29 05:01:50,054 - INFO -
|
| 735 |
+
Epoch 64
|
| 736 |
+
2024-05-29 05:03:34,087 - INFO - [51200/436063] Loss : 0.2180
|
| 737 |
+
2024-05-29 05:05:15,839 - INFO - [102400/436063] Loss : 0.2183
|
| 738 |
+
2024-05-29 05:06:57,476 - INFO - [153600/436063] Loss : 0.2186
|
| 739 |
+
2024-05-29 05:08:39,132 - INFO - [204800/436063] Loss : 0.2191
|
| 740 |
+
2024-05-29 05:10:21,118 - INFO - [256000/436063] Loss : 0.2194
|
| 741 |
+
2024-05-29 05:10:32,592 - INFO - [262144/436063] Loss : 0.2193
|
| 742 |
+
2024-05-29 05:11:20,632 - INFO - Test loss : 0.5357
|
| 743 |
+
2024-05-29 05:11:20,632 - INFO -
|
| 744 |
+
Epoch 65
|
| 745 |
+
2024-05-29 05:13:04,330 - INFO - [51200/436063] Loss : 0.2178
|
| 746 |
+
2024-05-29 05:14:46,797 - INFO - [102400/436063] Loss : 0.2175
|
| 747 |
+
2024-05-29 05:16:29,797 - INFO - [153600/436063] Loss : 0.2181
|
| 748 |
+
2024-05-29 05:18:11,666 - INFO - [204800/436063] Loss : 0.2189
|
| 749 |
+
2024-05-29 05:19:53,610 - INFO - [256000/436063] Loss : 0.2194
|
| 750 |
+
2024-05-29 05:20:05,087 - INFO - [262144/436063] Loss : 0.2194
|
| 751 |
+
2024-05-29 05:20:53,135 - INFO - Test loss : 0.5298
|
| 752 |
+
2024-05-29 05:20:53,135 - INFO -
|
| 753 |
+
Epoch 66
|
| 754 |
+
2024-05-29 05:22:37,013 - INFO - [51200/436063] Loss : 0.2179
|
| 755 |
+
2024-05-29 05:24:18,556 - INFO - [102400/436063] Loss : 0.2179
|
| 756 |
+
2024-05-29 05:26:00,073 - INFO - [153600/436063] Loss : 0.2181
|
| 757 |
+
2024-05-29 05:27:41,585 - INFO - [204800/436063] Loss : 0.2185
|
| 758 |
+
2024-05-29 05:29:23,415 - INFO - [256000/436063] Loss : 0.2192
|
| 759 |
+
2024-05-29 05:29:34,957 - INFO - [262144/436063] Loss : 0.2192
|
| 760 |
+
2024-05-29 05:30:22,997 - INFO - Test loss : 0.5288
|
| 761 |
+
2024-05-29 05:30:22,998 - INFO -
|
| 762 |
+
Epoch 67
|
| 763 |
+
2024-05-29 05:32:06,967 - INFO - [51200/436063] Loss : 0.2176
|
| 764 |
+
2024-05-29 05:33:48,765 - INFO - [102400/436063] Loss : 0.2179
|
| 765 |
+
2024-05-29 05:35:30,280 - INFO - [153600/436063] Loss : 0.2182
|
| 766 |
+
2024-05-29 05:37:13,848 - INFO - [204800/436063] Loss : 0.2183
|
| 767 |
+
2024-05-29 05:38:55,598 - INFO - [256000/436063] Loss : 0.2186
|
| 768 |
+
2024-05-29 05:39:07,051 - INFO - [262144/436063] Loss : 0.2186
|
| 769 |
+
2024-05-29 05:39:55,010 - INFO - Test loss : 0.5437
|
| 770 |
+
2024-05-29 05:39:55,010 - INFO -
|
| 771 |
+
Epoch 68
|
| 772 |
+
2024-05-29 05:41:32,213 - INFO - [51200/436063] Loss : 0.2160
|
| 773 |
+
2024-05-29 05:43:01,118 - INFO - [102400/436063] Loss : 0.2166
|
| 774 |
+
2024-05-29 05:44:30,226 - INFO - [153600/436063] Loss : 0.2169
|
| 775 |
+
2024-05-29 05:45:59,158 - INFO - [204800/436063] Loss : 0.2173
|
| 776 |
+
2024-05-29 05:47:28,103 - INFO - [256000/436063] Loss : 0.2173
|
| 777 |
+
2024-05-29 05:47:38,042 - INFO - [262144/436063] Loss : 0.2173
|
| 778 |
+
2024-05-29 05:48:19,851 - INFO - Test loss : 0.5433
|
| 779 |
+
2024-05-29 05:48:19,851 - INFO -
|
| 780 |
+
Epoch 69
|
| 781 |
+
2024-05-29 05:49:50,885 - INFO - [51200/436063] Loss : 0.2162
|
| 782 |
+
2024-05-29 05:51:19,930 - INFO - [102400/436063] Loss : 0.2160
|
| 783 |
+
2024-05-29 05:52:48,831 - INFO - [153600/436063] Loss : 0.2166
|
| 784 |
+
2024-05-29 05:54:17,880 - INFO - [204800/436063] Loss : 0.2172
|
| 785 |
+
2024-05-29 05:55:48,111 - INFO - [256000/436063] Loss : 0.2174
|
| 786 |
+
2024-05-29 05:55:58,428 - INFO - [262144/436063] Loss : 0.2173
|
| 787 |
+
2024-05-29 05:56:41,060 - INFO - Test loss : 0.5454
|
| 788 |
+
2024-05-29 05:56:41,060 - INFO -
|
| 789 |
+
Epoch 70
|
| 790 |
+
2024-05-29 05:58:11,856 - INFO - [51200/436063] Loss : 0.2166
|
| 791 |
+
2024-05-29 05:59:35,629 - INFO - [102400/436063] Loss : 0.2173
|
| 792 |
+
2024-05-29 06:01:05,597 - INFO - [153600/436063] Loss : 0.2177
|
| 793 |
+
2024-05-29 06:02:34,552 - INFO - [204800/436063] Loss : 0.2176
|
| 794 |
+
2024-05-29 06:04:03,729 - INFO - [256000/436063] Loss : 0.2177
|
| 795 |
+
2024-05-29 06:04:13,734 - INFO - [262144/436063] Loss : 0.2176
|
| 796 |
+
2024-05-29 06:04:55,769 - INFO - Test loss : 0.5499
|
| 797 |
+
2024-05-29 06:04:56,616 - INFO - (24343,)
|
| 798 |
+
2024-05-29 06:05:19,285 - INFO - Split ID: 0
|
| 799 |
+
2024-05-29 06:05:19,295 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 4.67
|
| 800 |
+
2024-05-29 06:05:19,296 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 10.5
|
| 801 |
+
2024-05-29 06:05:19,297 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 14.84
|
| 802 |
+
2024-05-29 06:05:19,297 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 22.86
|
| 803 |
+
2024-05-29 06:05:19,409 - INFO -
|
| 804 |
+
No prior
|
| 805 |
+
2024-05-29 06:05:19,642 - INFO - (24426,)
|
| 806 |
+
2024-05-29 06:05:30,297 - INFO - Split ID: 0
|
| 807 |
+
2024-05-29 06:05:30,297 - INFO - Top 1 (Epoch 70)acc (%): 60.2
|
| 808 |
+
2024-05-29 06:05:30,297 - INFO - Top 3 (Epoch 70)acc (%): 77.9
|
| 809 |
+
2024-05-29 06:05:30,297 - INFO - Top 5 (Epoch 70)acc (%): 83.29
|
| 810 |
+
2024-05-29 06:05:30,297 - INFO - Top 10 (Epoch 70)acc (%): 88.5
|
| 811 |
+
2024-05-29 06:06:13,972 - INFO - Split ID: 0
|
| 812 |
+
2024-05-29 06:06:13,972 - INFO - Top 1 (Epoch 70)acc (%): 73.28
|
| 813 |
+
2024-05-29 06:06:13,973 - INFO - Top 3 (Epoch 70)acc (%): 87.09
|
| 814 |
+
2024-05-29 06:06:13,973 - INFO - Top 5 (Epoch 70)acc (%): 90.27
|
| 815 |
+
2024-05-29 06:06:13,973 - INFO - Top 10 (Epoch 70)acc (%): 93.27
|
| 816 |
+
2024-05-29 06:06:57,448 - INFO - Split ID: 0
|
| 817 |
+
2024-05-29 06:06:57,448 - INFO - Top 1 (Epoch 70)acc (%): 73.28
|
| 818 |
+
2024-05-29 06:06:57,448 - INFO - for optuna top1: 73.28
|
| 819 |
+
2024-05-29 06:06:57,448 - INFO - Top 3 (Epoch 70)acc (%): 87.09
|
| 820 |
+
2024-05-29 06:06:57,449 - INFO - Top 5 (Epoch 70)acc (%): 90.27
|
| 821 |
+
2024-05-29 06:06:57,449 - INFO - Top 10 (Epoch 70)acc (%): 93.27
|
| 822 |
+
2024-05-29 06:06:57,461 - INFO -
|
| 823 |
+
Epoch 71
|
| 824 |
+
2024-05-29 06:08:28,114 - INFO - [51200/436063] Loss : 0.2147
|
| 825 |
+
2024-05-29 06:09:51,618 - INFO - [102400/436063] Loss : 0.2155
|
| 826 |
+
2024-05-29 06:11:21,924 - INFO - [153600/436063] Loss : 0.2161
|
| 827 |
+
2024-05-29 06:12:51,142 - INFO - [204800/436063] Loss : 0.2163
|
| 828 |
+
2024-05-29 06:14:21,519 - INFO - [256000/436063] Loss : 0.2164
|
| 829 |
+
2024-05-29 06:14:31,809 - INFO - [262144/436063] Loss : 0.2164
|
| 830 |
+
2024-05-29 06:15:14,358 - INFO - Test loss : 0.5564
|
| 831 |
+
2024-05-29 06:15:14,359 - INFO -
|
| 832 |
+
Epoch 72
|
| 833 |
+
2024-05-29 06:16:45,580 - INFO - [51200/436063] Loss : 0.2145
|
| 834 |
+
2024-05-29 06:18:14,218 - INFO - [102400/436063] Loss : 0.2150
|
| 835 |
+
2024-05-29 06:19:43,067 - INFO - [153600/436063] Loss : 0.2153
|
| 836 |
+
2024-05-29 06:21:12,222 - INFO - [204800/436063] Loss : 0.2155
|
| 837 |
+
2024-05-29 06:22:41,345 - INFO - [256000/436063] Loss : 0.2163
|
| 838 |
+
2024-05-29 06:22:51,366 - INFO - [262144/436063] Loss : 0.2163
|
| 839 |
+
2024-05-29 06:23:33,364 - INFO - Test loss : 0.5513
|
| 840 |
+
2024-05-29 06:23:33,364 - INFO -
|
| 841 |
+
Epoch 73
|
| 842 |
+
2024-05-29 06:25:04,338 - INFO - [51200/436063] Loss : 0.2157
|
| 843 |
+
2024-05-29 06:26:33,155 - INFO - [102400/436063] Loss : 0.2159
|
| 844 |
+
2024-05-29 06:28:01,978 - INFO - [153600/436063] Loss : 0.2162
|
| 845 |
+
2024-05-29 06:29:31,126 - INFO - [204800/436063] Loss : 0.2163
|
| 846 |
+
2024-05-29 06:31:00,636 - INFO - [256000/436063] Loss : 0.2165
|
| 847 |
+
2024-05-29 06:31:10,712 - INFO - [262144/436063] Loss : 0.2166
|
| 848 |
+
2024-05-29 06:31:52,678 - INFO - Test loss : 0.5479
|
| 849 |
+
2024-05-29 06:31:52,678 - INFO -
|
| 850 |
+
Epoch 74
|
| 851 |
+
2024-05-29 06:33:25,329 - INFO - [51200/436063] Loss : 0.2156
|
| 852 |
+
2024-05-29 06:34:54,531 - INFO - [102400/436063] Loss : 0.2156
|
| 853 |
+
2024-05-29 06:36:23,467 - INFO - [153600/436063] Loss : 0.2158
|
| 854 |
+
2024-05-29 06:37:52,549 - INFO - [204800/436063] Loss : 0.2160
|
| 855 |
+
2024-05-29 06:39:21,657 - INFO - [256000/436063] Loss : 0.2159
|
| 856 |
+
2024-05-29 06:39:31,732 - INFO - [262144/436063] Loss : 0.2159
|
| 857 |
+
2024-05-29 06:40:13,614 - INFO - Test loss : 0.5680
|
| 858 |
+
2024-05-29 06:40:13,614 - INFO -
|
| 859 |
+
Epoch 75
|
| 860 |
+
2024-05-29 06:41:44,601 - INFO - [51200/436063] Loss : 0.2130
|
| 861 |
+
2024-05-29 06:43:13,591 - INFO - [102400/436063] Loss : 0.2142
|
| 862 |
+
2024-05-29 06:44:42,721 - INFO - [153600/436063] Loss : 0.2144
|
| 863 |
+
2024-05-29 06:46:11,877 - INFO - [204800/436063] Loss : 0.2148
|
| 864 |
+
2024-05-29 06:47:41,010 - INFO - [256000/436063] Loss : 0.2152
|
| 865 |
+
2024-05-29 06:47:51,021 - INFO - [262144/436063] Loss : 0.2153
|
| 866 |
+
2024-05-29 06:48:32,885 - INFO - Test loss : 0.5579
|
| 867 |
+
2024-05-29 06:48:32,886 - INFO -
|
| 868 |
+
Epoch 76
|
| 869 |
+
2024-05-29 06:50:03,570 - INFO - [51200/436063] Loss : 0.2144
|
| 870 |
+
2024-05-29 06:51:32,956 - INFO - [102400/436063] Loss : 0.2150
|
| 871 |
+
2024-05-29 06:53:03,498 - INFO - [153600/436063] Loss : 0.2152
|
| 872 |
+
2024-05-29 06:54:32,737 - INFO - [204800/436063] Loss : 0.2153
|
| 873 |
+
2024-05-29 06:56:01,881 - INFO - [256000/436063] Loss : 0.2157
|
| 874 |
+
2024-05-29 06:56:11,905 - INFO - [262144/436063] Loss : 0.2157
|
| 875 |
+
2024-05-29 06:56:53,939 - INFO - Test loss : 0.5650
|
| 876 |
+
2024-05-29 06:56:53,939 - INFO -
|
| 877 |
+
Epoch 77
|
| 878 |
+
2024-05-29 06:58:24,894 - INFO - [51200/436063] Loss : 0.2123
|
| 879 |
+
2024-05-29 06:59:50,020 - INFO - [102400/436063] Loss : 0.2138
|
| 880 |
+
2024-05-29 07:01:14,383 - INFO - [153600/436063] Loss : 0.2143
|
| 881 |
+
2024-05-29 07:02:44,251 - INFO - [204800/436063] Loss : 0.2147
|
| 882 |
+
2024-05-29 07:04:14,154 - INFO - [256000/436063] Loss : 0.2151
|
| 883 |
+
2024-05-29 07:04:24,264 - INFO - [262144/436063] Loss : 0.2151
|
| 884 |
+
2024-05-29 07:05:06,608 - INFO - Test loss : 0.5675
|
| 885 |
+
2024-05-29 07:05:06,609 - INFO -
|
| 886 |
+
Epoch 78
|
| 887 |
+
2024-05-29 07:06:38,061 - INFO - [51200/436063] Loss : 0.2132
|
| 888 |
+
2024-05-29 07:08:07,476 - INFO - [102400/436063] Loss : 0.2141
|
| 889 |
+
2024-05-29 07:09:36,317 - INFO - [153600/436063] Loss : 0.2142
|
| 890 |
+
2024-05-29 07:11:07,872 - INFO - [204800/436063] Loss : 0.2143
|
| 891 |
+
2024-05-29 07:12:37,489 - INFO - [256000/436063] Loss : 0.2146
|
| 892 |
+
2024-05-29 07:12:47,518 - INFO - [262144/436063] Loss : 0.2147
|
| 893 |
+
2024-05-29 07:13:29,752 - INFO - Test loss : 0.5672
|
| 894 |
+
2024-05-29 07:13:29,752 - INFO -
|
| 895 |
+
Epoch 79
|
| 896 |
+
2024-05-29 07:15:01,238 - INFO - [51200/436063] Loss : 0.2142
|
| 897 |
+
2024-05-29 07:16:30,312 - INFO - [102400/436063] Loss : 0.2144
|
| 898 |
+
2024-05-29 07:17:59,666 - INFO - [153600/436063] Loss : 0.2139
|
| 899 |
+
2024-05-29 07:19:29,013 - INFO - [204800/436063] Loss : 0.2140
|
| 900 |
+
2024-05-29 07:20:58,438 - INFO - [256000/436063] Loss : 0.2142
|
| 901 |
+
2024-05-29 07:21:08,482 - INFO - [262144/436063] Loss : 0.2142
|
| 902 |
+
2024-05-29 07:21:50,560 - INFO - Test loss : 0.5725
|
| 903 |
+
2024-05-29 07:21:50,561 - INFO -
|
| 904 |
+
Epoch 80
|
| 905 |
+
2024-05-29 07:23:21,979 - INFO - [51200/436063] Loss : 0.2137
|
| 906 |
+
2024-05-29 07:24:46,378 - INFO - [102400/436063] Loss : 0.2138
|
| 907 |
+
2024-05-29 07:26:16,596 - INFO - [153600/436063] Loss : 0.2135
|
| 908 |
+
2024-05-29 07:27:47,736 - INFO - [204800/436063] Loss : 0.2138
|
| 909 |
+
2024-05-29 07:29:15,873 - INFO - [256000/436063] Loss : 0.2139
|
| 910 |
+
2024-05-29 07:29:25,859 - INFO - [262144/436063] Loss : 0.2139
|
| 911 |
+
2024-05-29 07:30:07,797 - INFO - Test loss : 0.5866
|
| 912 |
+
2024-05-29 07:30:08,745 - INFO - (24343,)
|
| 913 |
+
2024-05-29 07:30:31,752 - INFO - Split ID: 0
|
| 914 |
+
2024-05-29 07:30:31,762 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 4.74
|
| 915 |
+
2024-05-29 07:30:31,763 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 10.6
|
| 916 |
+
2024-05-29 07:30:31,764 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 14.74
|
| 917 |
+
2024-05-29 07:30:31,764 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 23.03
|
| 918 |
+
2024-05-29 07:30:31,874 - INFO -
|
| 919 |
+
No prior
|
| 920 |
+
2024-05-29 07:30:32,108 - INFO - (24426,)
|
| 921 |
+
2024-05-29 07:30:43,176 - INFO - Split ID: 0
|
| 922 |
+
2024-05-29 07:30:43,176 - INFO - Top 1 (Epoch 80)acc (%): 60.2
|
| 923 |
+
2024-05-29 07:30:43,177 - INFO - Top 3 (Epoch 80)acc (%): 77.9
|
| 924 |
+
2024-05-29 07:30:43,177 - INFO - Top 5 (Epoch 80)acc (%): 83.29
|
| 925 |
+
2024-05-29 07:30:43,177 - INFO - Top 10 (Epoch 80)acc (%): 88.5
|
| 926 |
+
2024-05-29 07:31:26,687 - INFO - Split ID: 0
|
| 927 |
+
2024-05-29 07:31:26,687 - INFO - Top 1 (Epoch 80)acc (%): 73.32
|
| 928 |
+
2024-05-29 07:31:26,687 - INFO - Top 3 (Epoch 80)acc (%): 86.95
|
| 929 |
+
2024-05-29 07:31:26,687 - INFO - Top 5 (Epoch 80)acc (%): 90.22
|
| 930 |
+
2024-05-29 07:31:26,687 - INFO - Top 10 (Epoch 80)acc (%): 93.15
|
| 931 |
+
2024-05-29 07:32:10,206 - INFO - Split ID: 0
|
| 932 |
+
2024-05-29 07:32:10,207 - INFO - Top 1 (Epoch 80)acc (%): 73.32
|
| 933 |
+
2024-05-29 07:32:10,207 - INFO - for optuna top1: 73.32
|
| 934 |
+
2024-05-29 07:32:10,207 - INFO - Top 3 (Epoch 80)acc (%): 86.95
|
| 935 |
+
2024-05-29 07:32:10,207 - INFO - Top 5 (Epoch 80)acc (%): 90.22
|
| 936 |
+
2024-05-29 07:32:10,207 - INFO - Top 10 (Epoch 80)acc (%): 93.15
|
| 937 |
+
2024-05-29 07:32:10,219 - INFO -
|
| 938 |
+
Epoch 81
|
| 939 |
+
2024-05-29 07:33:41,206 - INFO - [51200/436063] Loss : 0.2129
|
| 940 |
+
2024-05-29 07:35:05,046 - INFO - [102400/436063] Loss : 0.2131
|
| 941 |
+
2024-05-29 07:36:35,459 - INFO - [153600/436063] Loss : 0.2127
|
| 942 |
+
2024-05-29 07:38:04,830 - INFO - [204800/436063] Loss : 0.2128
|
| 943 |
+
2024-05-29 07:39:33,740 - INFO - [256000/436063] Loss : 0.2131
|
| 944 |
+
2024-05-29 07:39:43,712 - INFO - [262144/436063] Loss : 0.2130
|
| 945 |
+
2024-05-29 07:40:25,596 - INFO - Test loss : 0.5853
|
| 946 |
+
2024-05-29 07:40:25,596 - INFO -
|
| 947 |
+
Epoch 82
|
| 948 |
+
2024-05-29 07:41:56,224 - INFO - [51200/436063] Loss : 0.2117
|
| 949 |
+
2024-05-29 07:43:25,274 - INFO - [102400/436063] Loss : 0.2124
|
| 950 |
+
2024-05-29 07:44:54,254 - INFO - [153600/436063] Loss : 0.2127
|
| 951 |
+
2024-05-29 07:46:23,393 - INFO - [204800/436063] Loss : 0.2130
|
| 952 |
+
2024-05-29 07:47:52,466 - INFO - [256000/436063] Loss : 0.2134
|
| 953 |
+
2024-05-29 07:48:02,120 - INFO - [262144/436063] Loss : 0.2134
|
| 954 |
+
2024-05-29 07:48:47,258 - INFO - Test loss : 0.5795
|
| 955 |
+
2024-05-29 07:48:47,258 - INFO -
|
| 956 |
+
Epoch 83
|
| 957 |
+
2024-05-29 07:50:19,283 - INFO - [51200/436063] Loss : 0.2123
|
| 958 |
+
2024-05-29 07:51:48,117 - INFO - [102400/436063] Loss : 0.2127
|
| 959 |
+
2024-05-29 07:53:17,091 - INFO - [153600/436063] Loss : 0.2127
|
| 960 |
+
2024-05-29 07:54:46,302 - INFO - [204800/436063] Loss : 0.2130
|
| 961 |
+
2024-05-29 07:56:15,440 - INFO - [256000/436063] Loss : 0.2134
|
| 962 |
+
2024-05-29 07:56:25,396 - INFO - [262144/436063] Loss : 0.2134
|
| 963 |
+
2024-05-29 07:57:07,361 - INFO - Test loss : 0.5794
|
| 964 |
+
2024-05-29 07:57:07,361 - INFO -
|
| 965 |
+
Epoch 84
|
| 966 |
+
2024-05-29 07:58:38,423 - INFO - [51200/436063] Loss : 0.2123
|
| 967 |
+
2024-05-29 08:00:07,415 - INFO - [102400/436063] Loss : 0.2129
|
| 968 |
+
2024-05-29 08:01:36,183 - INFO - [153600/436063] Loss : 0.2130
|
| 969 |
+
2024-05-29 08:03:05,136 - INFO - [204800/436063] Loss : 0.2135
|
| 970 |
+
2024-05-29 08:04:34,115 - INFO - [256000/436063] Loss : 0.2134
|
| 971 |
+
2024-05-29 08:04:44,152 - INFO - [262144/436063] Loss : 0.2135
|
| 972 |
+
2024-05-29 08:05:26,282 - INFO - Test loss : 0.5908
|
| 973 |
+
2024-05-29 08:05:26,282 - INFO -
|
| 974 |
+
Epoch 85
|
| 975 |
+
2024-05-29 08:06:56,534 - INFO - [51200/436063] Loss : 0.2113
|
| 976 |
+
2024-05-29 08:08:29,959 - INFO - [102400/436063] Loss : 0.2118
|
| 977 |
+
2024-05-29 08:09:59,283 - INFO - [153600/436063] Loss : 0.2127
|
| 978 |
+
2024-05-29 08:11:28,290 - INFO - [204800/436063] Loss : 0.2127
|
| 979 |
+
2024-05-29 08:12:55,616 - INFO - [256000/436063] Loss : 0.2132
|
| 980 |
+
2024-05-29 08:13:05,827 - INFO - [262144/436063] Loss : 0.2132
|
| 981 |
+
2024-05-29 08:13:50,162 - INFO - Test loss : 0.5872
|
| 982 |
+
2024-05-29 08:13:50,162 - INFO -
|
| 983 |
+
Epoch 86
|
| 984 |
+
2024-05-29 08:15:19,958 - INFO - [51200/436063] Loss : 0.2120
|
| 985 |
+
2024-05-29 08:16:48,973 - INFO - [102400/436063] Loss : 0.2114
|
| 986 |
+
2024-05-29 08:18:18,262 - INFO - [153600/436063] Loss : 0.2119
|
| 987 |
+
2024-05-29 08:19:47,319 - INFO - [204800/436063] Loss : 0.2120
|
| 988 |
+
2024-05-29 08:21:16,303 - INFO - [256000/436063] Loss : 0.2124
|
| 989 |
+
2024-05-29 08:21:26,265 - INFO - [262144/436063] Loss : 0.2123
|
| 990 |
+
2024-05-29 08:22:08,178 - INFO - Test loss : 0.5915
|
| 991 |
+
2024-05-29 08:22:08,178 - INFO -
|
| 992 |
+
Epoch 87
|
| 993 |
+
2024-05-29 08:23:38,798 - INFO - [51200/436063] Loss : 0.2107
|
| 994 |
+
2024-05-29 08:25:07,989 - INFO - [102400/436063] Loss : 0.2115
|
| 995 |
+
2024-05-29 08:26:39,321 - INFO - [153600/436063] Loss : 0.2119
|
| 996 |
+
2024-05-29 08:28:09,945 - INFO - [204800/436063] Loss : 0.2122
|
| 997 |
+
2024-05-29 08:29:39,249 - INFO - [256000/436063] Loss : 0.2123
|
| 998 |
+
2024-05-29 08:29:49,266 - INFO - [262144/436063] Loss : 0.2123
|
| 999 |
+
2024-05-29 08:30:31,203 - INFO - Test loss : 0.5870
|
| 1000 |
+
2024-05-29 08:30:31,204 - INFO -
|
| 1001 |
+
Epoch 88
|
| 1002 |
+
2024-05-29 08:32:01,967 - INFO - [51200/436063] Loss : 0.2119
|
| 1003 |
+
2024-05-29 08:33:28,704 - INFO - [102400/436063] Loss : 0.2111
|
| 1004 |
+
2024-05-29 08:34:57,873 - INFO - [153600/436063] Loss : 0.2116
|
| 1005 |
+
2024-05-29 08:36:26,986 - INFO - [204800/436063] Loss : 0.2121
|
| 1006 |
+
2024-05-29 08:37:56,271 - INFO - [256000/436063] Loss : 0.2125
|
| 1007 |
+
2024-05-29 08:38:06,342 - INFO - [262144/436063] Loss : 0.2125
|
| 1008 |
+
2024-05-29 08:38:48,211 - INFO - Test loss : 0.5914
|
| 1009 |
+
2024-05-29 08:38:48,212 - INFO -
|
| 1010 |
+
Epoch 89
|
| 1011 |
+
2024-05-29 08:40:19,196 - INFO - [51200/436063] Loss : 0.2123
|
| 1012 |
+
2024-05-29 08:41:48,212 - INFO - [102400/436063] Loss : 0.2110
|
| 1013 |
+
2024-05-29 08:43:16,850 - INFO - [153600/436063] Loss : 0.2115
|
| 1014 |
+
2024-05-29 08:44:46,070 - INFO - [204800/436063] Loss : 0.2119
|
| 1015 |
+
2024-05-29 08:46:19,001 - INFO - [256000/436063] Loss : 0.2118
|
| 1016 |
+
2024-05-29 08:46:28,930 - INFO - [262144/436063] Loss : 0.2118
|
| 1017 |
+
2024-05-29 08:47:10,834 - INFO - Test loss : 0.6060
|
| 1018 |
+
2024-05-29 08:47:10,835 - INFO -
|
| 1019 |
+
Epoch 90
|
| 1020 |
+
2024-05-29 08:48:41,803 - INFO - [51200/436063] Loss : 0.2103
|
| 1021 |
+
2024-05-29 08:50:05,580 - INFO - [102400/436063] Loss : 0.2107
|
| 1022 |
+
2024-05-29 08:51:35,575 - INFO - [153600/436063] Loss : 0.2107
|
| 1023 |
+
2024-05-29 08:53:04,344 - INFO - [204800/436063] Loss : 0.2112
|
| 1024 |
+
2024-05-29 08:54:33,427 - INFO - [256000/436063] Loss : 0.2116
|
| 1025 |
+
2024-05-29 08:54:43,512 - INFO - [262144/436063] Loss : 0.2117
|
| 1026 |
+
2024-05-29 08:55:25,360 - INFO - Test loss : 0.6003
|
| 1027 |
+
2024-05-29 08:55:26,252 - INFO - (24343,)
|
| 1028 |
+
2024-05-29 08:55:49,631 - INFO - Split ID: 0
|
| 1029 |
+
2024-05-29 08:55:49,641 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 4.83
|
| 1030 |
+
2024-05-29 08:55:49,642 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 10.88
|
| 1031 |
+
2024-05-29 08:55:49,643 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 15.28
|
| 1032 |
+
2024-05-29 08:55:49,644 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 23.24
|
| 1033 |
+
2024-05-29 08:55:49,773 - INFO -
|
| 1034 |
+
No prior
|
| 1035 |
+
2024-05-29 08:55:50,135 - INFO - (24426,)
|
| 1036 |
+
2024-05-29 08:56:01,671 - INFO - Split ID: 0
|
| 1037 |
+
2024-05-29 08:56:01,671 - INFO - Top 1 (Epoch 90)acc (%): 60.2
|
| 1038 |
+
2024-05-29 08:56:01,671 - INFO - Top 3 (Epoch 90)acc (%): 77.9
|
| 1039 |
+
2024-05-29 08:56:01,672 - INFO - Top 5 (Epoch 90)acc (%): 83.29
|
| 1040 |
+
2024-05-29 08:56:01,672 - INFO - Top 10 (Epoch 90)acc (%): 88.5
|
| 1041 |
+
2024-05-29 08:56:45,395 - INFO - Split ID: 0
|
| 1042 |
+
2024-05-29 08:56:45,395 - INFO - Top 1 (Epoch 90)acc (%): 73.27
|
| 1043 |
+
2024-05-29 08:56:45,395 - INFO - Top 3 (Epoch 90)acc (%): 86.89
|
| 1044 |
+
2024-05-29 08:56:45,395 - INFO - Top 5 (Epoch 90)acc (%): 90.14
|
| 1045 |
+
2024-05-29 08:56:45,395 - INFO - Top 10 (Epoch 90)acc (%): 93.14
|
| 1046 |
+
2024-05-29 08:57:29,059 - INFO - Split ID: 0
|
| 1047 |
+
2024-05-29 08:57:29,059 - INFO - Top 1 (Epoch 90)acc (%): 73.27
|
| 1048 |
+
2024-05-29 08:57:29,060 - INFO - for optuna top1: 73.27
|
| 1049 |
+
2024-05-29 08:57:29,060 - INFO - Top 3 (Epoch 90)acc (%): 86.89
|
| 1050 |
+
2024-05-29 08:57:29,060 - INFO - Top 5 (Epoch 90)acc (%): 90.14
|
| 1051 |
+
2024-05-29 08:57:29,060 - INFO - Top 10 (Epoch 90)acc (%): 93.14
|
| 1052 |
+
2024-05-29 08:57:29,071 - INFO -
|
| 1053 |
+
Epoch 91
|
| 1054 |
+
2024-05-29 08:59:00,157 - INFO - [51200/436063] Loss : 0.2109
|
| 1055 |
+
2024-05-29 09:00:23,823 - INFO - [102400/436063] Loss : 0.2107
|
| 1056 |
+
2024-05-29 09:01:54,685 - INFO - [153600/436063] Loss : 0.2111
|
| 1057 |
+
2024-05-29 09:03:23,550 - INFO - [204800/436063] Loss : 0.2114
|
| 1058 |
+
2024-05-29 09:04:55,871 - INFO - [256000/436063] Loss : 0.2116
|
| 1059 |
+
2024-05-29 09:05:06,466 - INFO - [262144/436063] Loss : 0.2116
|
| 1060 |
+
2024-05-29 09:05:48,434 - INFO - Test loss : 0.6063
|
| 1061 |
+
2024-05-29 09:05:48,434 - INFO -
|
| 1062 |
+
Epoch 92
|
| 1063 |
+
2024-05-29 09:07:19,561 - INFO - [51200/436063] Loss : 0.2107
|
| 1064 |
+
2024-05-29 09:08:48,804 - INFO - [102400/436063] Loss : 0.2104
|
| 1065 |
+
2024-05-29 09:10:17,882 - INFO - [153600/436063] Loss : 0.2113
|
| 1066 |
+
2024-05-29 09:11:46,835 - INFO - [204800/436063] Loss : 0.2116
|
| 1067 |
+
2024-05-29 09:13:14,822 - INFO - [256000/436063] Loss : 0.2116
|
| 1068 |
+
2024-05-29 09:13:23,669 - INFO - [262144/436063] Loss : 0.2117
|
| 1069 |
+
2024-05-29 09:14:05,589 - INFO - Test loss : 0.6034
|
| 1070 |
+
2024-05-29 09:14:05,590 - INFO -
|
| 1071 |
+
Epoch 93
|
| 1072 |
+
2024-05-29 09:15:36,467 - INFO - [51200/436063] Loss : 0.2107
|
| 1073 |
+
2024-05-29 09:17:05,826 - INFO - [102400/436063] Loss : 0.2103
|
| 1074 |
+
2024-05-29 09:18:34,872 - INFO - [153600/436063] Loss : 0.2103
|
| 1075 |
+
2024-05-29 09:20:03,807 - INFO - [204800/436063] Loss : 0.2107
|
| 1076 |
+
2024-05-29 09:21:32,897 - INFO - [256000/436063] Loss : 0.2110
|
| 1077 |
+
2024-05-29 09:21:43,054 - INFO - [262144/436063] Loss : 0.2112
|
| 1078 |
+
2024-05-29 09:22:25,071 - INFO - Test loss : 0.6089
|
| 1079 |
+
2024-05-29 09:22:25,071 - INFO -
|
| 1080 |
+
Epoch 94
|
| 1081 |
+
2024-05-29 09:23:58,165 - INFO - [51200/436063] Loss : 0.2107
|
| 1082 |
+
2024-05-29 09:25:28,432 - INFO - [102400/436063] Loss : 0.2105
|
| 1083 |
+
2024-05-29 09:26:57,495 - INFO - [153600/436063] Loss : 0.2103
|
| 1084 |
+
2024-05-29 09:28:26,523 - INFO - [204800/436063] Loss : 0.2105
|
| 1085 |
+
2024-05-29 09:29:55,836 - INFO - [256000/436063] Loss : 0.2108
|
| 1086 |
+
2024-05-29 09:30:05,877 - INFO - [262144/436063] Loss : 0.2108
|
| 1087 |
+
2024-05-29 09:30:47,899 - INFO - Test loss : 0.6071
|
| 1088 |
+
2024-05-29 09:30:47,899 - INFO -
|
| 1089 |
+
Epoch 95
|
| 1090 |
+
2024-05-29 09:32:19,014 - INFO - [51200/436063] Loss : 0.2100
|
| 1091 |
+
2024-05-29 09:33:47,892 - INFO - [102400/436063] Loss : 0.2098
|
| 1092 |
+
2024-05-29 09:35:16,725 - INFO - [153600/436063] Loss : 0.2100
|
| 1093 |
+
2024-05-29 09:36:45,810 - INFO - [204800/436063] Loss : 0.2106
|
| 1094 |
+
2024-05-29 09:38:14,908 - INFO - [256000/436063] Loss : 0.2108
|
| 1095 |
+
2024-05-29 09:38:25,036 - INFO - [262144/436063] Loss : 0.2107
|
| 1096 |
+
2024-05-29 09:39:06,933 - INFO - Test loss : 0.6086
|
| 1097 |
+
2024-05-29 09:39:06,934 - INFO -
|
| 1098 |
+
Epoch 96
|
| 1099 |
+
2024-05-29 09:40:38,299 - INFO - [51200/436063] Loss : 0.2100
|
| 1100 |
+
2024-05-29 09:42:07,779 - INFO - [102400/436063] Loss : 0.2095
|
| 1101 |
+
2024-05-29 09:43:40,579 - INFO - [153600/436063] Loss : 0.2097
|
| 1102 |
+
2024-05-29 09:45:09,411 - INFO - [204800/436063] Loss : 0.2098
|
| 1103 |
+
2024-05-29 09:46:38,760 - INFO - [256000/436063] Loss : 0.2102
|
| 1104 |
+
2024-05-29 09:46:48,800 - INFO - [262144/436063] Loss : 0.2102
|
| 1105 |
+
2024-05-29 09:47:30,826 - INFO - Test loss : 0.6145
|
| 1106 |
+
2024-05-29 09:47:30,826 - INFO -
|
| 1107 |
+
Epoch 97
|
| 1108 |
+
2024-05-29 09:49:02,109 - INFO - [51200/436063] Loss : 0.2103
|
| 1109 |
+
2024-05-29 09:50:31,334 - INFO - [102400/436063] Loss : 0.2091
|
| 1110 |
+
2024-05-29 09:52:00,656 - INFO - [153600/436063] Loss : 0.2094
|
| 1111 |
+
2024-05-29 09:53:29,165 - INFO - [204800/436063] Loss : 0.2100
|
| 1112 |
+
2024-05-29 09:54:56,644 - INFO - [256000/436063] Loss : 0.2100
|
| 1113 |
+
2024-05-29 09:55:06,754 - INFO - [262144/436063] Loss : 0.2100
|
| 1114 |
+
2024-05-29 09:55:48,628 - INFO - Test loss : 0.6171
|
| 1115 |
+
2024-05-29 09:55:48,628 - INFO -
|
| 1116 |
+
Epoch 98
|
| 1117 |
+
2024-05-29 09:57:19,575 - INFO - [51200/436063] Loss : 0.2094
|
| 1118 |
+
2024-05-29 09:58:48,846 - INFO - [102400/436063] Loss : 0.2101
|
| 1119 |
+
2024-05-29 10:00:18,045 - INFO - [153600/436063] Loss : 0.2104
|
| 1120 |
+
2024-05-29 10:01:47,885 - INFO - [204800/436063] Loss : 0.2106
|
| 1121 |
+
2024-05-29 10:03:20,187 - INFO - [256000/436063] Loss : 0.2103
|
| 1122 |
+
2024-05-29 10:03:30,131 - INFO - [262144/436063] Loss : 0.2104
|
| 1123 |
+
2024-05-29 10:04:12,010 - INFO - Test loss : 0.6178
|
| 1124 |
+
2024-05-29 10:04:12,010 - INFO -
|
| 1125 |
+
Epoch 99
|
| 1126 |
+
2024-05-29 10:05:43,003 - INFO - [51200/436063] Loss : 0.2100
|
| 1127 |
+
2024-05-29 10:07:11,329 - INFO - [102400/436063] Loss : 0.2096
|
| 1128 |
+
2024-05-29 10:08:31,033 - INFO - [153600/436063] Loss : 0.2093
|
| 1129 |
+
2024-05-29 10:09:47,426 - INFO - [204800/436063] Loss : 0.2095
|
| 1130 |
+
2024-05-29 10:11:03,981 - INFO - [256000/436063] Loss : 0.2098
|
| 1131 |
+
2024-05-29 10:11:12,490 - INFO - [262144/436063] Loss : 0.2100
|
| 1132 |
+
2024-05-29 10:11:48,440 - INFO - Test loss : 0.6183
|
| 1133 |
+
2024-05-29 10:11:48,440 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1134 |
+
2024-05-29 10:11:48,526 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1135 |
+
2024-05-29 10:11:48,776 - INFO -
|
| 1136 |
+
No prior
|
| 1137 |
+
2024-05-29 10:11:49,012 - INFO - (24426,)
|
| 1138 |
+
2024-05-29 10:12:00,186 - INFO - Split ID: 0
|
| 1139 |
+
2024-05-29 10:12:00,187 - INFO - Top 1 acc (%): 60.2
|
| 1140 |
+
2024-05-29 10:12:00,187 - INFO - Top 3 acc (%): 77.9
|
| 1141 |
+
2024-05-29 10:12:00,187 - INFO - Top 5 acc (%): 83.29
|
| 1142 |
+
2024-05-29 10:12:00,187 - INFO - Top 10 acc (%): 88.5
|
| 1143 |
+
2024-05-29 10:12:38,314 - INFO - Split ID: 0
|
| 1144 |
+
2024-05-29 10:12:38,314 - INFO - Top 1 acc (%): 73.14
|
| 1145 |
+
2024-05-29 10:12:38,314 - INFO - Top 3 acc (%): 86.88
|
| 1146 |
+
2024-05-29 10:12:38,315 - INFO - Top 5 acc (%): 90.04
|
| 1147 |
+
2024-05-29 10:12:38,315 - INFO - Top 10 acc (%): 93.05
|
| 1148 |
+
2024-05-29 10:13:16,363 - INFO - Split ID: 0
|
| 1149 |
+
2024-05-29 10:13:16,364 - INFO - Top 1 acc (%): 73.14
|
| 1150 |
+
2024-05-29 10:13:16,364 - INFO - for optuna top1: 73.14
|
| 1151 |
+
2024-05-29 10:13:16,364 - INFO - Top 3 acc (%): 86.88
|
| 1152 |
+
2024-05-29 10:13:16,364 - INFO - Top 5 acc (%): 90.04
|
| 1153 |
+
2024-05-29 10:13:16,364 - INFO - Top 10 acc (%): 93.05
|
| 1154 |
+
2024-05-29 10:13:16,379 - INFO -
|
| 1155 |
+
Sphere2Vec-sphereC+
|
| 1156 |
+
2024-05-29 10:13:16,379 - INFO - Model : model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1157 |
+
2024-05-29 10:13:17,277 - INFO - (24343,)
|
| 1158 |
+
2024-05-29 10:13:40,433 - INFO - Split ID: 0
|
| 1159 |
+
2024-05-29 10:13:40,442 - INFO - Top 1 LocEnc acc (%): 4.76
|
| 1160 |
+
2024-05-29 10:13:40,443 - INFO - Top 3 LocEnc acc (%): 10.81
|
| 1161 |
+
2024-05-29 10:13:40,444 - INFO - Top 5 LocEnc acc (%): 15.38
|
| 1162 |
+
2024-05-29 10:13:40,445 - INFO - Top 10 LocEnc acc (%): 23.23
|
| 1163 |
+
2024-05-30 20:28:35,647 - INFO -
|
| 1164 |
+
num_classes 8142
|
| 1165 |
+
2024-05-30 20:28:35,647 - INFO - num train 436063
|
| 1166 |
+
2024-05-30 20:28:35,647 - INFO - num val 24343
|
| 1167 |
+
2024-05-30 20:28:35,647 - INFO - train loss full_loss
|
| 1168 |
+
2024-05-30 20:28:35,647 - INFO - model name ../models/sphere2vec_sphereCplus/model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1169 |
+
2024-05-30 20:28:35,647 - INFO - num users 18643
|
| 1170 |
+
2024-05-30 20:28:35,974 - INFO -
|
| 1171 |
+
Only Sphere2Vec-sphereC+
|
| 1172 |
+
2024-05-30 20:28:35,974 - INFO - Model : model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1173 |
+
2024-05-30 20:28:36,339 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1174 |
+
2024-05-30 20:28:36,639 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1175 |
+
2024-05-30 20:28:37,034 - INFO -
|
| 1176 |
+
No prior
|
| 1177 |
+
2024-05-30 20:28:37,307 - INFO - (24426,)
|
| 1178 |
+
2024-05-30 20:28:54,860 - INFO - Save results to ../eval_results/eval_inat_2018__val_no_prior.csv
|
| 1179 |
+
2024-05-30 20:28:54,860 - INFO - Split ID: 0
|
| 1180 |
+
2024-05-30 20:28:54,860 - INFO - Top 1 acc (%): 60.2
|
| 1181 |
+
2024-05-30 20:28:54,860 - INFO - Top 3 acc (%): 77.9
|
| 1182 |
+
2024-05-30 20:28:54,860 - INFO - Top 5 acc (%): 83.29
|
| 1183 |
+
2024-05-30 20:28:54,860 - INFO - Top 10 acc (%): 88.5
|
| 1184 |
+
2024-05-30 20:29:20,959 - INFO - Split ID: 0
|
| 1185 |
+
2024-05-30 20:29:20,960 - INFO - Top 1 hit (%): 73.14
|
| 1186 |
+
2024-05-30 20:29:20,960 - INFO - Top 3 hit (%): 86.88
|
| 1187 |
+
2024-05-30 20:29:20,960 - INFO - Top 5 hit (%): 90.04
|
| 1188 |
+
2024-05-30 20:29:20,960 - INFO - Top 10 hit (%): 93.05
|
| 1189 |
+
2024-05-30 20:29:20,965 - INFO -
|
| 1190 |
+
Only Sphere2Vec-sphereC+
|
| 1191 |
+
2024-05-30 20:29:20,965 - INFO - Model : model_inat_2018_Sphere2Vec-sphereC+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1192 |
+
2024-05-30 20:29:21,726 - INFO - (24343,)
|
| 1193 |
+
2024-05-30 20:29:42,084 - INFO - Split ID: 0
|
| 1194 |
+
2024-05-30 20:29:42,093 - INFO - Top 1 LocEnc acc (%): 4.76
|
| 1195 |
+
2024-05-30 20:29:42,093 - INFO - Top 3 LocEnc acc (%): 10.81
|
| 1196 |
+
2024-05-30 20:29:42,094 - INFO - Top 5 LocEnc acc (%): 15.38
|
| 1197 |
+
2024-05-30 20:29:42,097 - INFO - Top 10 LocEnc acc (%): 23.23
|