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 17:36:17,257 - INFO -
|
| 2 |
+
num_classes 8142
|
| 3 |
+
2024-05-28 17:36:17,257 - INFO - num train 436063
|
| 4 |
+
2024-05-28 17:36:17,257 - INFO - num val 24343
|
| 5 |
+
2024-05-28 17:36:17,257 - INFO - train loss full_loss
|
| 6 |
+
2024-05-28 17:36:17,257 - INFO - model name ../models/sphere2vec_sphereC/model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 7 |
+
2024-05-28 17:36:17,257 - INFO - num users 18643
|
| 8 |
+
2024-05-28 17:36:17,674 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-28 17:37:34,869 - INFO - [51200/436063] Loss : 1.8623
|
| 11 |
+
2024-05-28 17:38:49,978 - INFO - [102400/436063] Loss : 1.6500
|
| 12 |
+
2024-05-28 17:40:06,278 - INFO - [153600/436063] Loss : 1.5018
|
| 13 |
+
2024-05-28 17:41:24,324 - INFO - [204800/436063] Loss : 1.3828
|
| 14 |
+
2024-05-28 17:42:49,157 - INFO - [256000/436063] Loss : 1.2859
|
| 15 |
+
2024-05-28 17:42:59,088 - INFO - [262144/436063] Loss : 1.2763
|
| 16 |
+
2024-05-28 17:43:40,645 - INFO - Test loss : 0.4044
|
| 17 |
+
2024-05-28 17:43:40,645 - INFO -
|
| 18 |
+
Epoch 1
|
| 19 |
+
2024-05-28 17:45:16,327 - INFO - [51200/436063] Loss : 0.7713
|
| 20 |
+
2024-05-28 17:46:57,282 - INFO - [102400/436063] Loss : 0.7459
|
| 21 |
+
2024-05-28 17:48:37,817 - INFO - [153600/436063] Loss : 0.7246
|
| 22 |
+
2024-05-28 17:50:17,647 - INFO - [204800/436063] Loss : 0.7051
|
| 23 |
+
2024-05-28 17:51:57,548 - INFO - [256000/436063] Loss : 0.6882
|
| 24 |
+
2024-05-28 17:52:08,864 - INFO - [262144/436063] Loss : 0.6862
|
| 25 |
+
2024-05-28 17:52:56,578 - INFO - Test loss : 0.2337
|
| 26 |
+
2024-05-28 17:52:56,578 - INFO -
|
| 27 |
+
Epoch 2
|
| 28 |
+
2024-05-28 17:54:39,624 - INFO - [51200/436063] Loss : 0.5696
|
| 29 |
+
2024-05-28 17:56:20,667 - INFO - [102400/436063] Loss : 0.5644
|
| 30 |
+
2024-05-28 17:58:01,882 - INFO - [153600/436063] Loss : 0.5581
|
| 31 |
+
2024-05-28 17:59:44,912 - INFO - [204800/436063] Loss : 0.5525
|
| 32 |
+
2024-05-28 18:01:25,870 - INFO - [256000/436063] Loss : 0.5468
|
| 33 |
+
2024-05-28 18:01:37,307 - INFO - [262144/436063] Loss : 0.5461
|
| 34 |
+
2024-05-28 18:02:25,106 - INFO - Test loss : 0.1914
|
| 35 |
+
2024-05-28 18:02:25,106 - INFO -
|
| 36 |
+
Epoch 3
|
| 37 |
+
2024-05-28 18:04:08,922 - INFO - [51200/436063] Loss : 0.4923
|
| 38 |
+
2024-05-28 18:05:50,131 - INFO - [102400/436063] Loss : 0.4878
|
| 39 |
+
2024-05-28 18:07:31,570 - INFO - [153600/436063] Loss : 0.4852
|
| 40 |
+
2024-05-28 18:09:12,807 - INFO - [204800/436063] Loss : 0.4826
|
| 41 |
+
2024-05-28 18:10:54,056 - INFO - [256000/436063] Loss : 0.4800
|
| 42 |
+
2024-05-28 18:11:05,499 - INFO - [262144/436063] Loss : 0.4797
|
| 43 |
+
2024-05-28 18:11:53,110 - INFO - Test loss : 0.1785
|
| 44 |
+
2024-05-28 18:11:53,110 - INFO -
|
| 45 |
+
Epoch 4
|
| 46 |
+
2024-05-28 18:13:36,443 - INFO - [51200/436063] Loss : 0.4440
|
| 47 |
+
2024-05-28 18:15:17,884 - INFO - [102400/436063] Loss : 0.4432
|
| 48 |
+
2024-05-28 18:16:59,389 - INFO - [153600/436063] Loss : 0.4416
|
| 49 |
+
2024-05-28 18:18:40,635 - INFO - [204800/436063] Loss : 0.4407
|
| 50 |
+
2024-05-28 18:20:21,893 - INFO - [256000/436063] Loss : 0.4394
|
| 51 |
+
2024-05-28 18:20:33,279 - INFO - [262144/436063] Loss : 0.4393
|
| 52 |
+
2024-05-28 18:21:20,732 - INFO - Test loss : 0.1730
|
| 53 |
+
2024-05-28 18:21:20,733 - INFO -
|
| 54 |
+
Epoch 5
|
| 55 |
+
2024-05-28 18:23:04,835 - INFO - [51200/436063] Loss : 0.4100
|
| 56 |
+
2024-05-28 18:24:45,745 - INFO - [102400/436063] Loss : 0.4103
|
| 57 |
+
2024-05-28 18:26:16,694 - INFO - [153600/436063] Loss : 0.4112
|
| 58 |
+
2024-05-28 18:28:03,126 - INFO - [204800/436063] Loss : 0.4111
|
| 59 |
+
2024-05-28 18:29:44,777 - INFO - [256000/436063] Loss : 0.4110
|
| 60 |
+
2024-05-28 18:29:56,242 - INFO - [262144/436063] Loss : 0.4110
|
| 61 |
+
2024-05-28 18:30:44,083 - INFO - Test loss : 0.1721
|
| 62 |
+
2024-05-28 18:30:44,083 - INFO -
|
| 63 |
+
Epoch 6
|
| 64 |
+
2024-05-28 18:32:27,633 - INFO - [51200/436063] Loss : 0.3881
|
| 65 |
+
2024-05-28 18:34:09,284 - INFO - [102400/436063] Loss : 0.3881
|
| 66 |
+
2024-05-28 18:35:50,903 - INFO - [153600/436063] Loss : 0.3891
|
| 67 |
+
2024-05-28 18:37:31,863 - INFO - [204800/436063] Loss : 0.3896
|
| 68 |
+
2024-05-28 18:39:12,799 - INFO - [256000/436063] Loss : 0.3895
|
| 69 |
+
2024-05-28 18:39:24,180 - INFO - [262144/436063] Loss : 0.3896
|
| 70 |
+
2024-05-28 18:40:11,847 - INFO - Test loss : 0.1801
|
| 71 |
+
2024-05-28 18:40:11,848 - INFO -
|
| 72 |
+
Epoch 7
|
| 73 |
+
2024-05-28 18:41:55,148 - INFO - [51200/436063] Loss : 0.3705
|
| 74 |
+
2024-05-28 18:43:37,493 - INFO - [102400/436063] Loss : 0.3714
|
| 75 |
+
2024-05-28 18:45:18,689 - INFO - [153600/436063] Loss : 0.3715
|
| 76 |
+
2024-05-28 18:46:59,802 - INFO - [204800/436063] Loss : 0.3721
|
| 77 |
+
2024-05-28 18:48:41,092 - INFO - [256000/436063] Loss : 0.3727
|
| 78 |
+
2024-05-28 18:48:52,437 - INFO - [262144/436063] Loss : 0.3727
|
| 79 |
+
2024-05-28 18:49:40,218 - INFO - Test loss : 0.1851
|
| 80 |
+
2024-05-28 18:49:40,218 - INFO -
|
| 81 |
+
Epoch 8
|
| 82 |
+
2024-05-28 18:51:23,450 - INFO - [51200/436063] Loss : 0.3564
|
| 83 |
+
2024-05-28 18:53:04,714 - INFO - [102400/436063] Loss : 0.3577
|
| 84 |
+
2024-05-28 18:54:46,047 - INFO - [153600/436063] Loss : 0.3583
|
| 85 |
+
2024-05-28 18:56:27,129 - INFO - [204800/436063] Loss : 0.3582
|
| 86 |
+
2024-05-28 18:58:08,533 - INFO - [256000/436063] Loss : 0.3584
|
| 87 |
+
2024-05-28 18:58:19,887 - INFO - [262144/436063] Loss : 0.3583
|
| 88 |
+
2024-05-28 18:59:07,670 - INFO - Test loss : 0.1937
|
| 89 |
+
2024-05-28 18:59:07,670 - INFO -
|
| 90 |
+
Epoch 9
|
| 91 |
+
2024-05-28 19:00:50,939 - INFO - [51200/436063] Loss : 0.3432
|
| 92 |
+
2024-05-28 19:02:32,114 - INFO - [102400/436063] Loss : 0.3448
|
| 93 |
+
2024-05-28 19:04:13,996 - INFO - [153600/436063] Loss : 0.3450
|
| 94 |
+
2024-05-28 19:05:55,438 - INFO - [204800/436063] Loss : 0.3462
|
| 95 |
+
2024-05-28 19:07:36,765 - INFO - [256000/436063] Loss : 0.3467
|
| 96 |
+
2024-05-28 19:07:48,221 - INFO - [262144/436063] Loss : 0.3466
|
| 97 |
+
2024-05-28 19:08:35,999 - INFO - Test loss : 0.1982
|
| 98 |
+
2024-05-28 19:08:35,999 - INFO -
|
| 99 |
+
Epoch 10
|
| 100 |
+
2024-05-28 19:10:19,429 - INFO - [51200/436063] Loss : 0.3341
|
| 101 |
+
2024-05-28 19:12:00,751 - INFO - [102400/436063] Loss : 0.3349
|
| 102 |
+
2024-05-28 19:13:41,953 - INFO - [153600/436063] Loss : 0.3359
|
| 103 |
+
2024-05-28 19:15:23,114 - INFO - [204800/436063] Loss : 0.3364
|
| 104 |
+
2024-05-28 19:17:04,057 - INFO - [256000/436063] Loss : 0.3365
|
| 105 |
+
2024-05-28 19:17:15,482 - INFO - [262144/436063] Loss : 0.3366
|
| 106 |
+
2024-05-28 19:18:03,318 - INFO - Test loss : 0.2035
|
| 107 |
+
2024-05-28 19:18:04,295 - INFO - (24343,)
|
| 108 |
+
2024-05-28 19:18:27,170 - INFO - Split ID: 0
|
| 109 |
+
2024-05-28 19:18:27,183 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.83
|
| 110 |
+
2024-05-28 19:18:27,185 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 4.82
|
| 111 |
+
2024-05-28 19:18:27,186 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 7.52
|
| 112 |
+
2024-05-28 19:18:27,187 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 13.08
|
| 113 |
+
2024-05-28 19:18:27,297 - INFO -
|
| 114 |
+
No prior
|
| 115 |
+
2024-05-28 19:18:27,512 - INFO - (24426,)
|
| 116 |
+
2024-05-28 19:18:39,509 - INFO - Split ID: 0
|
| 117 |
+
2024-05-28 19:18:39,509 - INFO - Top 1 (Epoch 10)acc (%): 60.2
|
| 118 |
+
2024-05-28 19:18:39,509 - INFO - Top 3 (Epoch 10)acc (%): 77.9
|
| 119 |
+
2024-05-28 19:18:39,509 - INFO - Top 5 (Epoch 10)acc (%): 83.29
|
| 120 |
+
2024-05-28 19:18:39,509 - INFO - Top 10 (Epoch 10)acc (%): 88.5
|
| 121 |
+
2024-05-28 19:19:28,376 - INFO - Split ID: 0
|
| 122 |
+
2024-05-28 19:19:28,377 - INFO - Top 1 (Epoch 10)acc (%): 72.89
|
| 123 |
+
2024-05-28 19:19:28,377 - INFO - Top 3 (Epoch 10)acc (%): 87.44
|
| 124 |
+
2024-05-28 19:19:28,377 - INFO - Top 5 (Epoch 10)acc (%): 90.85
|
| 125 |
+
2024-05-28 19:19:28,377 - INFO - Top 10 (Epoch 10)acc (%): 94.02
|
| 126 |
+
2024-05-28 19:20:17,209 - INFO - Split ID: 0
|
| 127 |
+
2024-05-28 19:20:17,210 - INFO - Top 1 (Epoch 10)acc (%): 72.89
|
| 128 |
+
2024-05-28 19:20:17,210 - INFO - for optuna top1: 72.89
|
| 129 |
+
2024-05-28 19:20:17,210 - INFO - Top 3 (Epoch 10)acc (%): 87.44
|
| 130 |
+
2024-05-28 19:20:17,210 - INFO - Top 5 (Epoch 10)acc (%): 90.85
|
| 131 |
+
2024-05-28 19:20:17,210 - INFO - Top 10 (Epoch 10)acc (%): 94.02
|
| 132 |
+
2024-05-28 19:20:17,211 - INFO -
|
| 133 |
+
Epoch 11
|
| 134 |
+
2024-05-28 19:22:00,746 - INFO - [51200/436063] Loss : 0.3276
|
| 135 |
+
2024-05-28 19:23:42,061 - INFO - [102400/436063] Loss : 0.3271
|
| 136 |
+
2024-05-28 19:25:22,738 - INFO - [153600/436063] Loss : 0.3278
|
| 137 |
+
2024-05-28 19:27:01,550 - INFO - [204800/436063] Loss : 0.3285
|
| 138 |
+
2024-05-28 19:28:42,665 - INFO - [256000/436063] Loss : 0.3286
|
| 139 |
+
2024-05-28 19:28:52,637 - INFO - [262144/436063] Loss : 0.3285
|
| 140 |
+
2024-05-28 19:29:37,829 - INFO - Test loss : 0.2147
|
| 141 |
+
2024-05-28 19:29:37,829 - INFO -
|
| 142 |
+
Epoch 12
|
| 143 |
+
2024-05-28 19:31:23,076 - INFO - [51200/436063] Loss : 0.3181
|
| 144 |
+
2024-05-28 19:33:04,206 - INFO - [102400/436063] Loss : 0.3183
|
| 145 |
+
2024-05-28 19:34:45,468 - INFO - [153600/436063] Loss : 0.3192
|
| 146 |
+
2024-05-28 19:36:26,631 - INFO - [204800/436063] Loss : 0.3200
|
| 147 |
+
2024-05-28 19:38:07,697 - INFO - [256000/436063] Loss : 0.3207
|
| 148 |
+
2024-05-28 19:38:19,115 - INFO - [262144/436063] Loss : 0.3208
|
| 149 |
+
2024-05-28 19:39:06,895 - INFO - Test loss : 0.2247
|
| 150 |
+
2024-05-28 19:39:06,895 - INFO -
|
| 151 |
+
Epoch 13
|
| 152 |
+
2024-05-28 19:40:50,226 - INFO - [51200/436063] Loss : 0.3114
|
| 153 |
+
2024-05-28 19:42:31,339 - INFO - [102400/436063] Loss : 0.3115
|
| 154 |
+
2024-05-28 19:44:12,614 - INFO - [153600/436063] Loss : 0.3127
|
| 155 |
+
2024-05-28 19:45:54,380 - INFO - [204800/436063] Loss : 0.3135
|
| 156 |
+
2024-05-28 19:47:36,376 - INFO - [256000/436063] Loss : 0.3144
|
| 157 |
+
2024-05-28 19:47:47,771 - INFO - [262144/436063] Loss : 0.3145
|
| 158 |
+
2024-05-28 19:48:35,473 - INFO - Test loss : 0.2326
|
| 159 |
+
2024-05-28 19:48:35,473 - INFO -
|
| 160 |
+
Epoch 14
|
| 161 |
+
2024-05-28 19:50:18,741 - INFO - [51200/436063] Loss : 0.3043
|
| 162 |
+
2024-05-28 19:52:00,069 - INFO - [102400/436063] Loss : 0.3058
|
| 163 |
+
2024-05-28 19:53:41,572 - INFO - [153600/436063] Loss : 0.3067
|
| 164 |
+
2024-05-28 19:55:22,818 - INFO - [204800/436063] Loss : 0.3073
|
| 165 |
+
2024-05-28 19:57:03,903 - INFO - [256000/436063] Loss : 0.3079
|
| 166 |
+
2024-05-28 19:57:15,283 - INFO - [262144/436063] Loss : 0.3078
|
| 167 |
+
2024-05-28 19:58:03,122 - INFO - Test loss : 0.2398
|
| 168 |
+
2024-05-28 19:58:03,122 - INFO -
|
| 169 |
+
Epoch 15
|
| 170 |
+
2024-05-28 19:59:46,547 - INFO - [51200/436063] Loss : 0.3004
|
| 171 |
+
2024-05-28 20:01:27,734 - INFO - [102400/436063] Loss : 0.3008
|
| 172 |
+
2024-05-28 20:03:09,103 - INFO - [153600/436063] Loss : 0.3011
|
| 173 |
+
2024-05-28 20:04:50,573 - INFO - [204800/436063] Loss : 0.3020
|
| 174 |
+
2024-05-28 20:06:32,233 - INFO - [256000/436063] Loss : 0.3027
|
| 175 |
+
2024-05-28 20:06:43,829 - INFO - [262144/436063] Loss : 0.3029
|
| 176 |
+
2024-05-28 20:07:32,248 - INFO - Test loss : 0.2465
|
| 177 |
+
2024-05-28 20:07:32,248 - INFO -
|
| 178 |
+
Epoch 16
|
| 179 |
+
2024-05-28 20:09:15,750 - INFO - [51200/436063] Loss : 0.2927
|
| 180 |
+
2024-05-28 20:10:57,034 - INFO - [102400/436063] Loss : 0.2945
|
| 181 |
+
2024-05-28 20:12:38,432 - INFO - [153600/436063] Loss : 0.2952
|
| 182 |
+
2024-05-28 20:14:19,568 - INFO - [204800/436063] Loss : 0.2963
|
| 183 |
+
2024-05-28 20:16:00,795 - INFO - [256000/436063] Loss : 0.2971
|
| 184 |
+
2024-05-28 20:16:12,165 - INFO - [262144/436063] Loss : 0.2972
|
| 185 |
+
2024-05-28 20:16:59,958 - INFO - Test loss : 0.2553
|
| 186 |
+
2024-05-28 20:16:59,958 - INFO -
|
| 187 |
+
Epoch 17
|
| 188 |
+
2024-05-28 20:18:43,480 - INFO - [51200/436063] Loss : 0.2887
|
| 189 |
+
2024-05-28 20:20:24,799 - INFO - [102400/436063] Loss : 0.2909
|
| 190 |
+
2024-05-28 20:22:06,305 - INFO - [153600/436063] Loss : 0.2922
|
| 191 |
+
2024-05-28 20:23:47,449 - INFO - [204800/436063] Loss : 0.2928
|
| 192 |
+
2024-05-28 20:25:28,456 - INFO - [256000/436063] Loss : 0.2935
|
| 193 |
+
2024-05-28 20:25:39,834 - INFO - [262144/436063] Loss : 0.2934
|
| 194 |
+
2024-05-28 20:26:21,813 - INFO - Test loss : 0.2719
|
| 195 |
+
2024-05-28 20:26:21,813 - INFO -
|
| 196 |
+
Epoch 18
|
| 197 |
+
2024-05-28 20:28:02,210 - INFO - [51200/436063] Loss : 0.2862
|
| 198 |
+
2024-05-28 20:29:47,579 - INFO - [102400/436063] Loss : 0.2867
|
| 199 |
+
2024-05-28 20:31:29,007 - INFO - [153600/436063] Loss : 0.2876
|
| 200 |
+
2024-05-28 20:33:10,494 - INFO - [204800/436063] Loss : 0.2885
|
| 201 |
+
2024-05-28 20:34:51,785 - INFO - [256000/436063] Loss : 0.2892
|
| 202 |
+
2024-05-28 20:35:03,249 - INFO - [262144/436063] Loss : 0.2894
|
| 203 |
+
2024-05-28 20:35:51,098 - INFO - Test loss : 0.2728
|
| 204 |
+
2024-05-28 20:35:51,098 - INFO -
|
| 205 |
+
Epoch 19
|
| 206 |
+
2024-05-28 20:37:34,687 - INFO - [51200/436063] Loss : 0.2821
|
| 207 |
+
2024-05-28 20:39:16,705 - INFO - [102400/436063] Loss : 0.2836
|
| 208 |
+
2024-05-28 20:40:59,111 - INFO - [153600/436063] Loss : 0.2851
|
| 209 |
+
2024-05-28 20:42:39,695 - INFO - [204800/436063] Loss : 0.2856
|
| 210 |
+
2024-05-28 20:44:20,981 - INFO - [256000/436063] Loss : 0.2862
|
| 211 |
+
2024-05-28 20:44:32,420 - INFO - [262144/436063] Loss : 0.2862
|
| 212 |
+
2024-05-28 20:45:20,169 - INFO - Test loss : 0.2910
|
| 213 |
+
2024-05-28 20:45:20,169 - INFO -
|
| 214 |
+
Epoch 20
|
| 215 |
+
2024-05-28 20:47:03,629 - INFO - [51200/436063] Loss : 0.2799
|
| 216 |
+
2024-05-28 20:48:45,122 - INFO - [102400/436063] Loss : 0.2798
|
| 217 |
+
2024-05-28 20:50:27,100 - INFO - [153600/436063] Loss : 0.2814
|
| 218 |
+
2024-05-28 20:52:08,235 - INFO - [204800/436063] Loss : 0.2821
|
| 219 |
+
2024-05-28 20:53:49,470 - INFO - [256000/436063] Loss : 0.2826
|
| 220 |
+
2024-05-28 20:54:00,907 - INFO - [262144/436063] Loss : 0.2827
|
| 221 |
+
2024-05-28 20:54:48,782 - INFO - Test loss : 0.2911
|
| 222 |
+
2024-05-28 20:54:49,774 - INFO - (24343,)
|
| 223 |
+
2024-05-28 20:55:13,810 - INFO - Split ID: 0
|
| 224 |
+
2024-05-28 20:55:13,820 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.74
|
| 225 |
+
2024-05-28 20:55:13,821 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 7.04
|
| 226 |
+
2024-05-28 20:55:13,822 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 10.54
|
| 227 |
+
2024-05-28 20:55:13,823 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 17.29
|
| 228 |
+
2024-05-28 20:55:13,943 - INFO -
|
| 229 |
+
No prior
|
| 230 |
+
2024-05-28 20:55:14,177 - INFO - (24426,)
|
| 231 |
+
2024-05-28 20:55:25,704 - INFO - Split ID: 0
|
| 232 |
+
2024-05-28 20:55:25,704 - INFO - Top 1 (Epoch 20)acc (%): 60.2
|
| 233 |
+
2024-05-28 20:55:25,704 - INFO - Top 3 (Epoch 20)acc (%): 77.9
|
| 234 |
+
2024-05-28 20:55:25,704 - INFO - Top 5 (Epoch 20)acc (%): 83.29
|
| 235 |
+
2024-05-28 20:55:25,704 - INFO - Top 10 (Epoch 20)acc (%): 88.5
|
| 236 |
+
2024-05-28 20:56:14,545 - INFO - Split ID: 0
|
| 237 |
+
2024-05-28 20:56:14,546 - INFO - Top 1 (Epoch 20)acc (%): 73.24
|
| 238 |
+
2024-05-28 20:56:14,546 - INFO - Top 3 (Epoch 20)acc (%): 87.55
|
| 239 |
+
2024-05-28 20:56:14,546 - INFO - Top 5 (Epoch 20)acc (%): 90.97
|
| 240 |
+
2024-05-28 20:56:14,546 - INFO - Top 10 (Epoch 20)acc (%): 93.94
|
| 241 |
+
2024-05-28 20:57:03,277 - INFO - Split ID: 0
|
| 242 |
+
2024-05-28 20:57:03,277 - INFO - Top 1 (Epoch 20)acc (%): 73.24
|
| 243 |
+
2024-05-28 20:57:03,277 - INFO - for optuna top1: 73.24
|
| 244 |
+
2024-05-28 20:57:03,278 - INFO - Top 3 (Epoch 20)acc (%): 87.55
|
| 245 |
+
2024-05-28 20:57:03,278 - INFO - Top 5 (Epoch 20)acc (%): 90.97
|
| 246 |
+
2024-05-28 20:57:03,278 - INFO - Top 10 (Epoch 20)acc (%): 93.94
|
| 247 |
+
2024-05-28 20:57:03,289 - INFO -
|
| 248 |
+
Epoch 21
|
| 249 |
+
2024-05-28 20:58:46,978 - INFO - [51200/436063] Loss : 0.2763
|
| 250 |
+
2024-05-28 21:00:28,470 - INFO - [102400/436063] Loss : 0.2773
|
| 251 |
+
2024-05-28 21:02:08,651 - INFO - [153600/436063] Loss : 0.2780
|
| 252 |
+
2024-05-28 21:03:46,951 - INFO - [204800/436063] Loss : 0.2787
|
| 253 |
+
2024-05-28 21:05:28,614 - INFO - [256000/436063] Loss : 0.2793
|
| 254 |
+
2024-05-28 21:05:39,382 - INFO - [262144/436063] Loss : 0.2795
|
| 255 |
+
2024-05-28 21:06:22,827 - INFO - Test loss : 0.3048
|
| 256 |
+
2024-05-28 21:06:22,827 - INFO -
|
| 257 |
+
Epoch 22
|
| 258 |
+
2024-05-28 21:08:08,087 - INFO - [51200/436063] Loss : 0.2732
|
| 259 |
+
2024-05-28 21:09:49,891 - INFO - [102400/436063] Loss : 0.2750
|
| 260 |
+
2024-05-28 21:11:31,772 - INFO - [153600/436063] Loss : 0.2761
|
| 261 |
+
2024-05-28 21:13:13,077 - INFO - [204800/436063] Loss : 0.2763
|
| 262 |
+
2024-05-28 21:14:54,143 - INFO - [256000/436063] Loss : 0.2773
|
| 263 |
+
2024-05-28 21:15:05,499 - INFO - [262144/436063] Loss : 0.2773
|
| 264 |
+
2024-05-28 21:15:53,123 - INFO - Test loss : 0.3057
|
| 265 |
+
2024-05-28 21:15:53,123 - INFO -
|
| 266 |
+
Epoch 23
|
| 267 |
+
2024-05-28 21:17:42,063 - INFO - [51200/436063] Loss : 0.2703
|
| 268 |
+
2024-05-28 21:19:36,138 - INFO - [102400/436063] Loss : 0.2711
|
| 269 |
+
2024-05-28 21:21:29,981 - INFO - [153600/436063] Loss : 0.2723
|
| 270 |
+
2024-05-28 21:23:24,362 - INFO - [204800/436063] Loss : 0.2730
|
| 271 |
+
2024-05-28 21:25:18,310 - INFO - [256000/436063] Loss : 0.2738
|
| 272 |
+
2024-05-28 21:25:31,119 - INFO - [262144/436063] Loss : 0.2739
|
| 273 |
+
2024-05-28 21:26:24,876 - INFO - Test loss : 0.3171
|
| 274 |
+
2024-05-28 21:26:24,876 - INFO -
|
| 275 |
+
Epoch 24
|
| 276 |
+
2024-05-28 21:28:21,294 - INFO - [51200/436063] Loss : 0.2697
|
| 277 |
+
2024-05-28 21:30:15,271 - INFO - [102400/436063] Loss : 0.2707
|
| 278 |
+
2024-05-28 21:32:10,038 - INFO - [153600/436063] Loss : 0.2711
|
| 279 |
+
2024-05-28 21:34:04,683 - INFO - [204800/436063] Loss : 0.2715
|
| 280 |
+
2024-05-28 21:35:58,514 - INFO - [256000/436063] Loss : 0.2721
|
| 281 |
+
2024-05-28 21:36:11,416 - INFO - [262144/436063] Loss : 0.2721
|
| 282 |
+
2024-05-28 21:37:05,240 - INFO - Test loss : 0.3164
|
| 283 |
+
2024-05-28 21:37:05,240 - INFO -
|
| 284 |
+
Epoch 25
|
| 285 |
+
2024-05-28 21:39:01,454 - INFO - [51200/436063] Loss : 0.2664
|
| 286 |
+
2024-05-28 21:40:55,160 - INFO - [102400/436063] Loss : 0.2679
|
| 287 |
+
2024-05-28 21:42:48,806 - INFO - [153600/436063] Loss : 0.2687
|
| 288 |
+
2024-05-28 21:44:42,599 - INFO - [204800/436063] Loss : 0.2693
|
| 289 |
+
2024-05-28 21:46:47,143 - INFO - [256000/436063] Loss : 0.2697
|
| 290 |
+
2024-05-28 21:47:01,456 - INFO - [262144/436063] Loss : 0.2698
|
| 291 |
+
2024-05-28 21:48:01,264 - INFO - Test loss : 0.3238
|
| 292 |
+
2024-05-28 21:48:01,264 - INFO -
|
| 293 |
+
Epoch 26
|
| 294 |
+
2024-05-28 21:50:09,495 - INFO - [51200/436063] Loss : 0.2648
|
| 295 |
+
2024-05-28 21:52:03,413 - INFO - [102400/436063] Loss : 0.2655
|
| 296 |
+
2024-05-28 21:53:57,412 - INFO - [153600/436063] Loss : 0.2663
|
| 297 |
+
2024-05-28 21:55:51,217 - INFO - [204800/436063] Loss : 0.2670
|
| 298 |
+
2024-05-28 21:57:46,369 - INFO - [256000/436063] Loss : 0.2675
|
| 299 |
+
2024-05-28 21:57:59,174 - INFO - [262144/436063] Loss : 0.2675
|
| 300 |
+
2024-05-28 21:58:52,903 - INFO - Test loss : 0.3373
|
| 301 |
+
2024-05-28 21:58:52,903 - INFO -
|
| 302 |
+
Epoch 27
|
| 303 |
+
2024-05-28 22:00:49,407 - INFO - [51200/436063] Loss : 0.2634
|
| 304 |
+
2024-05-28 22:02:43,318 - INFO - [102400/436063] Loss : 0.2637
|
| 305 |
+
2024-05-28 22:04:38,144 - INFO - [153600/436063] Loss : 0.2643
|
| 306 |
+
2024-05-28 22:06:32,002 - INFO - [204800/436063] Loss : 0.2646
|
| 307 |
+
2024-05-28 22:08:25,572 - INFO - [256000/436063] Loss : 0.2654
|
| 308 |
+
2024-05-28 22:08:38,326 - INFO - [262144/436063] Loss : 0.2654
|
| 309 |
+
2024-05-28 22:09:31,916 - INFO - Test loss : 0.3470
|
| 310 |
+
2024-05-28 22:09:31,916 - INFO -
|
| 311 |
+
Epoch 28
|
| 312 |
+
2024-05-28 22:11:28,317 - INFO - [51200/436063] Loss : 0.2609
|
| 313 |
+
2024-05-28 22:13:22,458 - INFO - [102400/436063] Loss : 0.2612
|
| 314 |
+
2024-05-28 22:15:16,360 - INFO - [153600/436063] Loss : 0.2618
|
| 315 |
+
2024-05-28 22:17:10,278 - INFO - [204800/436063] Loss : 0.2626
|
| 316 |
+
2024-05-28 22:19:15,220 - INFO - [256000/436063] Loss : 0.2634
|
| 317 |
+
2024-05-28 22:19:28,981 - INFO - [262144/436063] Loss : 0.2634
|
| 318 |
+
2024-05-28 22:20:27,918 - INFO - Test loss : 0.3479
|
| 319 |
+
2024-05-28 22:20:27,918 - INFO -
|
| 320 |
+
Epoch 29
|
| 321 |
+
2024-05-28 22:22:37,280 - INFO - [51200/436063] Loss : 0.2587
|
| 322 |
+
2024-05-28 22:24:41,695 - INFO - [102400/436063] Loss : 0.2587
|
| 323 |
+
2024-05-28 22:26:51,116 - INFO - [153600/436063] Loss : 0.2595
|
| 324 |
+
2024-05-28 22:28:49,968 - INFO - [204800/436063] Loss : 0.2599
|
| 325 |
+
2024-05-28 22:30:57,358 - INFO - [256000/436063] Loss : 0.2605
|
| 326 |
+
2024-05-28 22:31:11,624 - INFO - [262144/436063] Loss : 0.2606
|
| 327 |
+
2024-05-28 22:32:11,786 - INFO - Test loss : 0.3636
|
| 328 |
+
2024-05-28 22:32:11,786 - INFO -
|
| 329 |
+
Epoch 30
|
| 330 |
+
2024-05-28 22:34:21,816 - INFO - [51200/436063] Loss : 0.2584
|
| 331 |
+
2024-05-28 22:36:28,679 - INFO - [102400/436063] Loss : 0.2583
|
| 332 |
+
2024-05-28 22:38:35,454 - INFO - [153600/436063] Loss : 0.2590
|
| 333 |
+
2024-05-28 22:40:42,000 - INFO - [204800/436063] Loss : 0.2594
|
| 334 |
+
2024-05-28 22:42:48,106 - INFO - [256000/436063] Loss : 0.2597
|
| 335 |
+
2024-05-28 22:43:02,325 - INFO - [262144/436063] Loss : 0.2597
|
| 336 |
+
2024-05-28 22:44:02,080 - INFO - Test loss : 0.3793
|
| 337 |
+
2024-05-28 22:44:03,211 - INFO - (24343,)
|
| 338 |
+
2024-05-28 22:44:27,326 - INFO - Split ID: 0
|
| 339 |
+
2024-05-28 22:44:27,336 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 3.52
|
| 340 |
+
2024-05-28 22:44:27,337 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 8.58
|
| 341 |
+
2024-05-28 22:44:27,338 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 12.2
|
| 342 |
+
2024-05-28 22:44:27,338 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 19.56
|
| 343 |
+
2024-05-28 22:44:27,448 - INFO -
|
| 344 |
+
No prior
|
| 345 |
+
2024-05-28 22:44:27,682 - INFO - (24426,)
|
| 346 |
+
2024-05-28 22:44:39,545 - INFO - Split ID: 0
|
| 347 |
+
2024-05-28 22:44:39,546 - INFO - Top 1 (Epoch 30)acc (%): 60.2
|
| 348 |
+
2024-05-28 22:44:39,546 - INFO - Top 3 (Epoch 30)acc (%): 77.9
|
| 349 |
+
2024-05-28 22:44:39,546 - INFO - Top 5 (Epoch 30)acc (%): 83.29
|
| 350 |
+
2024-05-28 22:44:39,546 - INFO - Top 10 (Epoch 30)acc (%): 88.5
|
| 351 |
+
2024-05-28 22:45:39,926 - INFO - Split ID: 0
|
| 352 |
+
2024-05-28 22:45:39,926 - INFO - Top 1 (Epoch 30)acc (%): 73.44
|
| 353 |
+
2024-05-28 22:45:39,926 - INFO - Top 3 (Epoch 30)acc (%): 87.34
|
| 354 |
+
2024-05-28 22:45:39,926 - INFO - Top 5 (Epoch 30)acc (%): 90.78
|
| 355 |
+
2024-05-28 22:45:39,926 - INFO - Top 10 (Epoch 30)acc (%): 93.78
|
| 356 |
+
2024-05-28 22:46:40,603 - INFO - Split ID: 0
|
| 357 |
+
2024-05-28 22:46:40,603 - INFO - Top 1 (Epoch 30)acc (%): 73.44
|
| 358 |
+
2024-05-28 22:46:40,603 - INFO - for optuna top1: 73.44
|
| 359 |
+
2024-05-28 22:46:40,603 - INFO - Top 3 (Epoch 30)acc (%): 87.34
|
| 360 |
+
2024-05-28 22:46:40,604 - INFO - Top 5 (Epoch 30)acc (%): 90.78
|
| 361 |
+
2024-05-28 22:46:40,604 - INFO - Top 10 (Epoch 30)acc (%): 93.78
|
| 362 |
+
2024-05-28 22:46:40,616 - INFO -
|
| 363 |
+
Epoch 31
|
| 364 |
+
2024-05-28 22:48:51,160 - INFO - [51200/436063] Loss : 0.2557
|
| 365 |
+
2024-05-28 22:50:57,777 - INFO - [102400/436063] Loss : 0.2556
|
| 366 |
+
2024-05-28 22:53:04,176 - INFO - [153600/436063] Loss : 0.2560
|
| 367 |
+
2024-05-28 22:55:07,818 - INFO - [204800/436063] Loss : 0.2570
|
| 368 |
+
2024-05-28 22:57:14,851 - INFO - [256000/436063] Loss : 0.2577
|
| 369 |
+
2024-05-28 22:57:29,106 - INFO - [262144/436063] Loss : 0.2578
|
| 370 |
+
2024-05-28 22:58:25,008 - INFO - Test loss : 0.3802
|
| 371 |
+
2024-05-28 22:58:25,012 - INFO -
|
| 372 |
+
Epoch 32
|
| 373 |
+
2024-05-28 23:00:36,547 - INFO - [51200/436063] Loss : 0.2548
|
| 374 |
+
2024-05-28 23:02:43,144 - INFO - [102400/436063] Loss : 0.2546
|
| 375 |
+
2024-05-28 23:04:49,958 - INFO - [153600/436063] Loss : 0.2554
|
| 376 |
+
2024-05-28 23:06:56,665 - INFO - [204800/436063] Loss : 0.2561
|
| 377 |
+
2024-05-28 23:09:02,998 - INFO - [256000/436063] Loss : 0.2568
|
| 378 |
+
2024-05-28 23:09:17,271 - INFO - [262144/436063] Loss : 0.2569
|
| 379 |
+
2024-05-28 23:10:16,867 - INFO - Test loss : 0.3807
|
| 380 |
+
2024-05-28 23:10:16,867 - INFO -
|
| 381 |
+
Epoch 33
|
| 382 |
+
2024-05-28 23:12:25,521 - INFO - [51200/436063] Loss : 0.2528
|
| 383 |
+
2024-05-28 23:14:34,076 - INFO - [102400/436063] Loss : 0.2537
|
| 384 |
+
2024-05-28 23:16:40,894 - INFO - [153600/436063] Loss : 0.2545
|
| 385 |
+
2024-05-28 23:18:47,464 - INFO - [204800/436063] Loss : 0.2552
|
| 386 |
+
2024-05-28 23:20:54,103 - INFO - [256000/436063] Loss : 0.2562
|
| 387 |
+
2024-05-28 23:21:08,349 - INFO - [262144/436063] Loss : 0.2562
|
| 388 |
+
2024-05-28 23:22:11,484 - INFO - Test loss : 0.3813
|
| 389 |
+
2024-05-28 23:22:11,484 - INFO -
|
| 390 |
+
Epoch 34
|
| 391 |
+
2024-05-28 23:24:33,263 - INFO - [51200/436063] Loss : 0.2501
|
| 392 |
+
2024-05-28 23:26:52,043 - INFO - [102400/436063] Loss : 0.2508
|
| 393 |
+
2024-05-28 23:29:14,016 - INFO - [153600/436063] Loss : 0.2521
|
| 394 |
+
2024-05-28 23:31:45,765 - INFO - [204800/436063] Loss : 0.2524
|
| 395 |
+
2024-05-28 23:34:17,461 - INFO - [256000/436063] Loss : 0.2532
|
| 396 |
+
2024-05-28 23:34:34,517 - INFO - [262144/436063] Loss : 0.2533
|
| 397 |
+
2024-05-28 23:35:46,123 - INFO - Test loss : 0.3933
|
| 398 |
+
2024-05-28 23:35:46,123 - INFO -
|
| 399 |
+
Epoch 35
|
| 400 |
+
2024-05-28 23:38:20,616 - INFO - [51200/436063] Loss : 0.2497
|
| 401 |
+
2024-05-28 23:40:51,819 - INFO - [102400/436063] Loss : 0.2503
|
| 402 |
+
2024-05-28 23:43:23,813 - INFO - [153600/436063] Loss : 0.2505
|
| 403 |
+
2024-05-28 23:45:55,692 - INFO - [204800/436063] Loss : 0.2514
|
| 404 |
+
2024-05-28 23:48:27,043 - INFO - [256000/436063] Loss : 0.2521
|
| 405 |
+
2024-05-28 23:48:44,106 - INFO - [262144/436063] Loss : 0.2521
|
| 406 |
+
2024-05-28 23:49:55,965 - INFO - Test loss : 0.4039
|
| 407 |
+
2024-05-28 23:49:55,965 - INFO -
|
| 408 |
+
Epoch 36
|
| 409 |
+
2024-05-28 23:52:30,631 - INFO - [51200/436063] Loss : 0.2480
|
| 410 |
+
2024-05-28 23:55:02,190 - INFO - [102400/436063] Loss : 0.2487
|
| 411 |
+
2024-05-28 23:57:34,026 - INFO - [153600/436063] Loss : 0.2492
|
| 412 |
+
2024-05-28 23:59:41,487 - INFO - [204800/436063] Loss : 0.2500
|
| 413 |
+
2024-05-29 00:01:47,567 - INFO - [256000/436063] Loss : 0.2508
|
| 414 |
+
2024-05-29 00:02:01,794 - INFO - [262144/436063] Loss : 0.2509
|
| 415 |
+
2024-05-29 00:03:01,600 - INFO - Test loss : 0.4046
|
| 416 |
+
2024-05-29 00:03:01,600 - INFO -
|
| 417 |
+
Epoch 37
|
| 418 |
+
2024-05-29 00:05:10,777 - INFO - [51200/436063] Loss : 0.2477
|
| 419 |
+
2024-05-29 00:07:17,368 - INFO - [102400/436063] Loss : 0.2494
|
| 420 |
+
2024-05-29 00:09:18,810 - INFO - [153600/436063] Loss : 0.2502
|
| 421 |
+
2024-05-29 00:11:13,034 - INFO - [204800/436063] Loss : 0.2504
|
| 422 |
+
2024-05-29 00:13:07,994 - INFO - [256000/436063] Loss : 0.2510
|
| 423 |
+
2024-05-29 00:13:20,840 - INFO - [262144/436063] Loss : 0.2509
|
| 424 |
+
2024-05-29 00:14:14,563 - INFO - Test loss : 0.4134
|
| 425 |
+
2024-05-29 00:14:14,563 - INFO -
|
| 426 |
+
Epoch 38
|
| 427 |
+
2024-05-29 00:16:10,594 - INFO - [51200/436063] Loss : 0.2472
|
| 428 |
+
2024-05-29 00:18:04,366 - INFO - [102400/436063] Loss : 0.2471
|
| 429 |
+
2024-05-29 00:19:58,263 - INFO - [153600/436063] Loss : 0.2478
|
| 430 |
+
2024-05-29 00:21:52,379 - INFO - [204800/436063] Loss : 0.2481
|
| 431 |
+
2024-05-29 00:23:46,249 - INFO - [256000/436063] Loss : 0.2490
|
| 432 |
+
2024-05-29 00:23:59,138 - INFO - [262144/436063] Loss : 0.2491
|
| 433 |
+
2024-05-29 00:24:53,088 - INFO - Test loss : 0.4092
|
| 434 |
+
2024-05-29 00:24:53,088 - INFO -
|
| 435 |
+
Epoch 39
|
| 436 |
+
2024-05-29 00:26:49,234 - INFO - [51200/436063] Loss : 0.2457
|
| 437 |
+
2024-05-29 00:28:42,713 - INFO - [102400/436063] Loss : 0.2468
|
| 438 |
+
2024-05-29 00:30:36,291 - INFO - [153600/436063] Loss : 0.2475
|
| 439 |
+
2024-05-29 00:32:30,879 - INFO - [204800/436063] Loss : 0.2477
|
| 440 |
+
2024-05-29 00:34:25,737 - INFO - [256000/436063] Loss : 0.2483
|
| 441 |
+
2024-05-29 00:34:38,869 - INFO - [262144/436063] Loss : 0.2484
|
| 442 |
+
2024-05-29 00:35:33,973 - INFO - Test loss : 0.4269
|
| 443 |
+
2024-05-29 00:35:33,974 - INFO -
|
| 444 |
+
Epoch 40
|
| 445 |
+
2024-05-29 00:37:30,283 - INFO - [51200/436063] Loss : 0.2444
|
| 446 |
+
2024-05-29 00:39:24,234 - INFO - [102400/436063] Loss : 0.2451
|
| 447 |
+
2024-05-29 00:41:17,795 - INFO - [153600/436063] Loss : 0.2457
|
| 448 |
+
2024-05-29 00:43:11,543 - INFO - [204800/436063] Loss : 0.2459
|
| 449 |
+
2024-05-29 00:45:05,386 - INFO - [256000/436063] Loss : 0.2468
|
| 450 |
+
2024-05-29 00:45:18,168 - INFO - [262144/436063] Loss : 0.2469
|
| 451 |
+
2024-05-29 00:46:11,930 - INFO - Test loss : 0.4341
|
| 452 |
+
2024-05-29 00:46:12,983 - INFO - (24343,)
|
| 453 |
+
2024-05-29 00:46:37,634 - INFO - Split ID: 0
|
| 454 |
+
2024-05-29 00:46:37,647 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 4.08
|
| 455 |
+
2024-05-29 00:46:37,648 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 9.17
|
| 456 |
+
2024-05-29 00:46:37,649 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 12.99
|
| 457 |
+
2024-05-29 00:46:37,650 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 20.54
|
| 458 |
+
2024-05-29 00:46:37,791 - INFO -
|
| 459 |
+
No prior
|
| 460 |
+
2024-05-29 00:46:38,053 - INFO - (24426,)
|
| 461 |
+
2024-05-29 00:46:50,024 - INFO - Split ID: 0
|
| 462 |
+
2024-05-29 00:46:50,025 - INFO - Top 1 (Epoch 40)acc (%): 60.2
|
| 463 |
+
2024-05-29 00:46:50,025 - INFO - Top 3 (Epoch 40)acc (%): 77.9
|
| 464 |
+
2024-05-29 00:46:50,025 - INFO - Top 5 (Epoch 40)acc (%): 83.29
|
| 465 |
+
2024-05-29 00:46:50,025 - INFO - Top 10 (Epoch 40)acc (%): 88.5
|
| 466 |
+
2024-05-29 00:47:44,543 - INFO - Split ID: 0
|
| 467 |
+
2024-05-29 00:47:44,543 - INFO - Top 1 (Epoch 40)acc (%): 73.33
|
| 468 |
+
2024-05-29 00:47:44,543 - INFO - Top 3 (Epoch 40)acc (%): 87.23
|
| 469 |
+
2024-05-29 00:47:44,543 - INFO - Top 5 (Epoch 40)acc (%): 90.57
|
| 470 |
+
2024-05-29 00:47:44,543 - INFO - Top 10 (Epoch 40)acc (%): 93.63
|
| 471 |
+
2024-05-29 00:48:39,107 - INFO - Split ID: 0
|
| 472 |
+
2024-05-29 00:48:39,107 - INFO - Top 1 (Epoch 40)acc (%): 73.33
|
| 473 |
+
2024-05-29 00:48:39,107 - INFO - for optuna top1: 73.33
|
| 474 |
+
2024-05-29 00:48:39,108 - INFO - Top 3 (Epoch 40)acc (%): 87.23
|
| 475 |
+
2024-05-29 00:48:39,108 - INFO - Top 5 (Epoch 40)acc (%): 90.57
|
| 476 |
+
2024-05-29 00:48:39,108 - INFO - Top 10 (Epoch 40)acc (%): 93.63
|
| 477 |
+
2024-05-29 00:48:39,109 - INFO -
|
| 478 |
+
Epoch 41
|
| 479 |
+
2024-05-29 00:50:35,835 - INFO - [51200/436063] Loss : 0.2438
|
| 480 |
+
2024-05-29 00:52:29,869 - INFO - [102400/436063] Loss : 0.2454
|
| 481 |
+
2024-05-29 00:54:23,694 - INFO - [153600/436063] Loss : 0.2458
|
| 482 |
+
2024-05-29 00:56:14,503 - INFO - [204800/436063] Loss : 0.2464
|
| 483 |
+
2024-05-29 00:58:08,915 - INFO - [256000/436063] Loss : 0.2466
|
| 484 |
+
2024-05-29 00:58:21,961 - INFO - [262144/436063] Loss : 0.2464
|
| 485 |
+
2024-05-29 00:59:13,065 - INFO - Test loss : 0.4413
|
| 486 |
+
2024-05-29 00:59:13,065 - INFO -
|
| 487 |
+
Epoch 42
|
| 488 |
+
2024-05-29 01:01:10,942 - INFO - [51200/436063] Loss : 0.2429
|
| 489 |
+
2024-05-29 01:03:04,672 - INFO - [102400/436063] Loss : 0.2435
|
| 490 |
+
2024-05-29 01:04:58,507 - INFO - [153600/436063] Loss : 0.2437
|
| 491 |
+
2024-05-29 01:06:52,103 - INFO - [204800/436063] Loss : 0.2441
|
| 492 |
+
2024-05-29 01:08:45,741 - INFO - [256000/436063] Loss : 0.2449
|
| 493 |
+
2024-05-29 01:08:58,610 - INFO - [262144/436063] Loss : 0.2449
|
| 494 |
+
2024-05-29 01:09:52,411 - INFO - Test loss : 0.4354
|
| 495 |
+
2024-05-29 01:09:52,412 - INFO -
|
| 496 |
+
Epoch 43
|
| 497 |
+
2024-05-29 01:11:48,766 - INFO - [51200/436063] Loss : 0.2418
|
| 498 |
+
2024-05-29 01:13:42,624 - INFO - [102400/436063] Loss : 0.2424
|
| 499 |
+
2024-05-29 01:15:36,761 - INFO - [153600/436063] Loss : 0.2432
|
| 500 |
+
2024-05-29 01:17:30,686 - INFO - [204800/436063] Loss : 0.2439
|
| 501 |
+
2024-05-29 01:19:24,809 - INFO - [256000/436063] Loss : 0.2445
|
| 502 |
+
2024-05-29 01:19:37,567 - INFO - [262144/436063] Loss : 0.2446
|
| 503 |
+
2024-05-29 01:20:31,127 - INFO - Test loss : 0.4468
|
| 504 |
+
2024-05-29 01:20:31,127 - INFO -
|
| 505 |
+
Epoch 44
|
| 506 |
+
2024-05-29 01:22:27,764 - INFO - [51200/436063] Loss : 0.2409
|
| 507 |
+
2024-05-29 01:24:22,826 - INFO - [102400/436063] Loss : 0.2410
|
| 508 |
+
2024-05-29 01:26:16,826 - INFO - [153600/436063] Loss : 0.2416
|
| 509 |
+
2024-05-29 01:28:10,752 - INFO - [204800/436063] Loss : 0.2423
|
| 510 |
+
2024-05-29 01:30:04,586 - INFO - [256000/436063] Loss : 0.2427
|
| 511 |
+
2024-05-29 01:30:17,443 - INFO - [262144/436063] Loss : 0.2428
|
| 512 |
+
2024-05-29 01:31:11,227 - INFO - Test loss : 0.4521
|
| 513 |
+
2024-05-29 01:31:11,228 - INFO -
|
| 514 |
+
Epoch 45
|
| 515 |
+
2024-05-29 01:33:07,197 - INFO - [51200/436063] Loss : 0.2408
|
| 516 |
+
2024-05-29 01:35:01,035 - INFO - [102400/436063] Loss : 0.2418
|
| 517 |
+
2024-05-29 01:36:55,069 - INFO - [153600/436063] Loss : 0.2421
|
| 518 |
+
2024-05-29 01:38:49,260 - INFO - [204800/436063] Loss : 0.2423
|
| 519 |
+
2024-05-29 01:40:43,280 - INFO - [256000/436063] Loss : 0.2427
|
| 520 |
+
2024-05-29 01:40:56,110 - INFO - [262144/436063] Loss : 0.2427
|
| 521 |
+
2024-05-29 01:41:49,861 - INFO - Test loss : 0.4586
|
| 522 |
+
2024-05-29 01:41:49,862 - INFO -
|
| 523 |
+
Epoch 46
|
| 524 |
+
2024-05-29 01:43:46,059 - INFO - [51200/436063] Loss : 0.2392
|
| 525 |
+
2024-05-29 01:45:39,946 - INFO - [102400/436063] Loss : 0.2394
|
| 526 |
+
2024-05-29 01:47:35,075 - INFO - [153600/436063] Loss : 0.2401
|
| 527 |
+
2024-05-29 01:49:28,814 - INFO - [204800/436063] Loss : 0.2404
|
| 528 |
+
2024-05-29 01:51:22,389 - INFO - [256000/436063] Loss : 0.2411
|
| 529 |
+
2024-05-29 01:51:35,223 - INFO - [262144/436063] Loss : 0.2412
|
| 530 |
+
2024-05-29 01:52:29,110 - INFO - Test loss : 0.4626
|
| 531 |
+
2024-05-29 01:52:29,110 - INFO -
|
| 532 |
+
Epoch 47
|
| 533 |
+
2024-05-29 01:54:25,279 - INFO - [51200/436063] Loss : 0.2380
|
| 534 |
+
2024-05-29 01:56:19,152 - INFO - [102400/436063] Loss : 0.2393
|
| 535 |
+
2024-05-29 01:58:13,104 - INFO - [153600/436063] Loss : 0.2399
|
| 536 |
+
2024-05-29 02:00:06,688 - INFO - [204800/436063] Loss : 0.2406
|
| 537 |
+
2024-05-29 02:02:00,388 - INFO - [256000/436063] Loss : 0.2411
|
| 538 |
+
2024-05-29 02:02:13,208 - INFO - [262144/436063] Loss : 0.2412
|
| 539 |
+
2024-05-29 02:03:06,910 - INFO - Test loss : 0.4631
|
| 540 |
+
2024-05-29 02:03:06,910 - INFO -
|
| 541 |
+
Epoch 48
|
| 542 |
+
2024-05-29 02:05:02,944 - INFO - [51200/436063] Loss : 0.2389
|
| 543 |
+
2024-05-29 02:06:56,699 - INFO - [102400/436063] Loss : 0.2395
|
| 544 |
+
2024-05-29 02:08:50,584 - INFO - [153600/436063] Loss : 0.2399
|
| 545 |
+
2024-05-29 02:10:45,873 - INFO - [204800/436063] Loss : 0.2403
|
| 546 |
+
2024-05-29 02:12:39,698 - INFO - [256000/436063] Loss : 0.2405
|
| 547 |
+
2024-05-29 02:12:52,474 - INFO - [262144/436063] Loss : 0.2406
|
| 548 |
+
2024-05-29 02:13:46,216 - INFO - Test loss : 0.4708
|
| 549 |
+
2024-05-29 02:13:46,216 - INFO -
|
| 550 |
+
Epoch 49
|
| 551 |
+
2024-05-29 02:15:42,080 - INFO - [51200/436063] Loss : 0.2377
|
| 552 |
+
2024-05-29 02:17:36,008 - INFO - [102400/436063] Loss : 0.2376
|
| 553 |
+
2024-05-29 02:19:29,904 - INFO - [153600/436063] Loss : 0.2378
|
| 554 |
+
2024-05-29 02:21:23,942 - INFO - [204800/436063] Loss : 0.2385
|
| 555 |
+
2024-05-29 02:23:17,902 - INFO - [256000/436063] Loss : 0.2392
|
| 556 |
+
2024-05-29 02:23:30,722 - INFO - [262144/436063] Loss : 0.2392
|
| 557 |
+
2024-05-29 02:24:24,428 - INFO - Test loss : 0.4809
|
| 558 |
+
2024-05-29 02:24:24,429 - INFO -
|
| 559 |
+
Epoch 50
|
| 560 |
+
2024-05-29 02:26:20,166 - INFO - [51200/436063] Loss : 0.2360
|
| 561 |
+
2024-05-29 02:28:13,653 - INFO - [102400/436063] Loss : 0.2378
|
| 562 |
+
2024-05-29 02:30:07,580 - INFO - [153600/436063] Loss : 0.2383
|
| 563 |
+
2024-05-29 02:32:01,288 - INFO - [204800/436063] Loss : 0.2384
|
| 564 |
+
2024-05-29 02:33:55,671 - INFO - [256000/436063] Loss : 0.2387
|
| 565 |
+
2024-05-29 02:34:08,712 - INFO - [262144/436063] Loss : 0.2388
|
| 566 |
+
2024-05-29 02:35:03,151 - INFO - Test loss : 0.4779
|
| 567 |
+
2024-05-29 02:35:04,137 - INFO - (24343,)
|
| 568 |
+
2024-05-29 02:35:27,852 - INFO - Split ID: 0
|
| 569 |
+
2024-05-29 02:35:27,865 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 4.31
|
| 570 |
+
2024-05-29 02:35:27,866 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 9.75
|
| 571 |
+
2024-05-29 02:35:27,868 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 13.7
|
| 572 |
+
2024-05-29 02:35:27,869 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 21.45
|
| 573 |
+
2024-05-29 02:35:27,989 - INFO -
|
| 574 |
+
No prior
|
| 575 |
+
2024-05-29 02:35:28,247 - INFO - (24426,)
|
| 576 |
+
2024-05-29 02:35:39,801 - INFO - Split ID: 0
|
| 577 |
+
2024-05-29 02:35:39,801 - INFO - Top 1 (Epoch 50)acc (%): 60.2
|
| 578 |
+
2024-05-29 02:35:39,801 - INFO - Top 3 (Epoch 50)acc (%): 77.9
|
| 579 |
+
2024-05-29 02:35:39,801 - INFO - Top 5 (Epoch 50)acc (%): 83.29
|
| 580 |
+
2024-05-29 02:35:39,801 - INFO - Top 10 (Epoch 50)acc (%): 88.5
|
| 581 |
+
2024-05-29 02:36:34,263 - INFO - Split ID: 0
|
| 582 |
+
2024-05-29 02:36:34,263 - INFO - Top 1 (Epoch 50)acc (%): 73.22
|
| 583 |
+
2024-05-29 02:36:34,263 - INFO - Top 3 (Epoch 50)acc (%): 87.04
|
| 584 |
+
2024-05-29 02:36:34,263 - INFO - Top 5 (Epoch 50)acc (%): 90.51
|
| 585 |
+
2024-05-29 02:36:34,263 - INFO - Top 10 (Epoch 50)acc (%): 93.54
|
| 586 |
+
2024-05-29 02:37:28,779 - INFO - Split ID: 0
|
| 587 |
+
2024-05-29 02:37:28,779 - INFO - Top 1 (Epoch 50)acc (%): 73.22
|
| 588 |
+
2024-05-29 02:37:28,779 - INFO - for optuna top1: 73.22
|
| 589 |
+
2024-05-29 02:37:28,779 - INFO - Top 3 (Epoch 50)acc (%): 87.04
|
| 590 |
+
2024-05-29 02:37:28,779 - INFO - Top 5 (Epoch 50)acc (%): 90.51
|
| 591 |
+
2024-05-29 02:37:28,779 - INFO - Top 10 (Epoch 50)acc (%): 93.54
|
| 592 |
+
2024-05-29 02:37:28,792 - INFO -
|
| 593 |
+
Epoch 51
|
| 594 |
+
2024-05-29 02:39:25,041 - INFO - [51200/436063] Loss : 0.2354
|
| 595 |
+
2024-05-29 02:41:19,054 - INFO - [102400/436063] Loss : 0.2362
|
| 596 |
+
2024-05-29 02:43:13,065 - INFO - [153600/436063] Loss : 0.2367
|
| 597 |
+
2024-05-29 02:45:03,578 - INFO - [204800/436063] Loss : 0.2375
|
| 598 |
+
2024-05-29 02:46:58,252 - INFO - [256000/436063] Loss : 0.2379
|
| 599 |
+
2024-05-29 02:47:11,028 - INFO - [262144/436063] Loss : 0.2378
|
| 600 |
+
2024-05-29 02:48:02,884 - INFO - Test loss : 0.4893
|
| 601 |
+
2024-05-29 02:48:02,884 - INFO -
|
| 602 |
+
Epoch 52
|
| 603 |
+
2024-05-29 02:49:58,542 - INFO - [51200/436063] Loss : 0.2354
|
| 604 |
+
2024-05-29 02:51:53,068 - INFO - [102400/436063] Loss : 0.2360
|
| 605 |
+
2024-05-29 02:53:47,408 - INFO - [153600/436063] Loss : 0.2365
|
| 606 |
+
2024-05-29 02:55:41,788 - INFO - [204800/436063] Loss : 0.2372
|
| 607 |
+
2024-05-29 02:57:36,749 - INFO - [256000/436063] Loss : 0.2378
|
| 608 |
+
2024-05-29 02:57:49,862 - INFO - [262144/436063] Loss : 0.2378
|
| 609 |
+
2024-05-29 02:58:44,540 - INFO - Test loss : 0.4928
|
| 610 |
+
2024-05-29 02:58:44,540 - INFO -
|
| 611 |
+
Epoch 53
|
| 612 |
+
2024-05-29 03:00:41,500 - INFO - [51200/436063] Loss : 0.2360
|
| 613 |
+
2024-05-29 03:02:35,992 - INFO - [102400/436063] Loss : 0.2363
|
| 614 |
+
2024-05-29 03:04:30,435 - INFO - [153600/436063] Loss : 0.2364
|
| 615 |
+
2024-05-29 03:06:24,629 - INFO - [204800/436063] Loss : 0.2367
|
| 616 |
+
2024-05-29 03:08:18,668 - INFO - [256000/436063] Loss : 0.2368
|
| 617 |
+
2024-05-29 03:08:31,544 - INFO - [262144/436063] Loss : 0.2369
|
| 618 |
+
2024-05-29 03:09:25,738 - INFO - Test loss : 0.4914
|
| 619 |
+
2024-05-29 03:09:25,738 - INFO -
|
| 620 |
+
Epoch 54
|
| 621 |
+
2024-05-29 03:11:22,714 - INFO - [51200/436063] Loss : 0.2340
|
| 622 |
+
2024-05-29 03:13:17,258 - INFO - [102400/436063] Loss : 0.2345
|
| 623 |
+
2024-05-29 03:15:11,735 - INFO - [153600/436063] Loss : 0.2354
|
| 624 |
+
2024-05-29 03:17:06,206 - INFO - [204800/436063] Loss : 0.2360
|
| 625 |
+
2024-05-29 03:19:01,097 - INFO - [256000/436063] Loss : 0.2366
|
| 626 |
+
2024-05-29 03:19:14,154 - INFO - [262144/436063] Loss : 0.2366
|
| 627 |
+
2024-05-29 03:20:09,072 - INFO - Test loss : 0.4918
|
| 628 |
+
2024-05-29 03:20:09,072 - INFO -
|
| 629 |
+
Epoch 55
|
| 630 |
+
2024-05-29 03:22:04,280 - INFO - [51200/436063] Loss : 0.2338
|
| 631 |
+
2024-05-29 03:23:58,711 - INFO - [102400/436063] Loss : 0.2346
|
| 632 |
+
2024-05-29 03:25:53,037 - INFO - [153600/436063] Loss : 0.2345
|
| 633 |
+
2024-05-29 03:27:47,303 - INFO - [204800/436063] Loss : 0.2347
|
| 634 |
+
2024-05-29 03:29:41,376 - INFO - [256000/436063] Loss : 0.2351
|
| 635 |
+
2024-05-29 03:29:54,268 - INFO - [262144/436063] Loss : 0.2351
|
| 636 |
+
2024-05-29 03:30:48,304 - INFO - Test loss : 0.5034
|
| 637 |
+
2024-05-29 03:30:48,304 - INFO -
|
| 638 |
+
Epoch 56
|
| 639 |
+
2024-05-29 03:32:44,927 - INFO - [51200/436063] Loss : 0.2318
|
| 640 |
+
2024-05-29 03:34:38,866 - INFO - [102400/436063] Loss : 0.2325
|
| 641 |
+
2024-05-29 03:36:33,342 - INFO - [153600/436063] Loss : 0.2337
|
| 642 |
+
2024-05-29 03:38:27,927 - INFO - [204800/436063] Loss : 0.2340
|
| 643 |
+
2024-05-29 03:40:22,140 - INFO - [256000/436063] Loss : 0.2342
|
| 644 |
+
2024-05-29 03:40:35,098 - INFO - [262144/436063] Loss : 0.2342
|
| 645 |
+
2024-05-29 03:41:29,048 - INFO - Test loss : 0.5106
|
| 646 |
+
2024-05-29 03:41:29,048 - INFO -
|
| 647 |
+
Epoch 57
|
| 648 |
+
2024-05-29 03:43:25,963 - INFO - [51200/436063] Loss : 0.2334
|
| 649 |
+
2024-05-29 03:45:20,650 - INFO - [102400/436063] Loss : 0.2335
|
| 650 |
+
2024-05-29 03:47:16,602 - INFO - [153600/436063] Loss : 0.2339
|
| 651 |
+
2024-05-29 03:49:10,854 - INFO - [204800/436063] Loss : 0.2339
|
| 652 |
+
2024-05-29 03:51:05,382 - INFO - [256000/436063] Loss : 0.2344
|
| 653 |
+
2024-05-29 03:51:18,268 - INFO - [262144/436063] Loss : 0.2345
|
| 654 |
+
2024-05-29 03:52:12,353 - INFO - Test loss : 0.5105
|
| 655 |
+
2024-05-29 03:52:12,353 - INFO -
|
| 656 |
+
Epoch 58
|
| 657 |
+
2024-05-29 03:54:09,339 - INFO - [51200/436063] Loss : 0.2319
|
| 658 |
+
2024-05-29 03:56:03,631 - INFO - [102400/436063] Loss : 0.2323
|
| 659 |
+
2024-05-29 03:57:57,920 - INFO - [153600/436063] Loss : 0.2330
|
| 660 |
+
2024-05-29 03:59:52,239 - INFO - [204800/436063] Loss : 0.2333
|
| 661 |
+
2024-05-29 04:01:46,322 - INFO - [256000/436063] Loss : 0.2335
|
| 662 |
+
2024-05-29 04:01:59,194 - INFO - [262144/436063] Loss : 0.2336
|
| 663 |
+
2024-05-29 04:02:53,217 - INFO - Test loss : 0.5136
|
| 664 |
+
2024-05-29 04:02:53,217 - INFO -
|
| 665 |
+
Epoch 59
|
| 666 |
+
2024-05-29 04:04:49,948 - INFO - [51200/436063] Loss : 0.2317
|
| 667 |
+
2024-05-29 04:06:44,097 - INFO - [102400/436063] Loss : 0.2314
|
| 668 |
+
2024-05-29 04:08:38,532 - INFO - [153600/436063] Loss : 0.2325
|
| 669 |
+
2024-05-29 04:10:34,626 - INFO - [204800/436063] Loss : 0.2331
|
| 670 |
+
2024-05-29 04:12:28,904 - INFO - [256000/436063] Loss : 0.2337
|
| 671 |
+
2024-05-29 04:12:41,829 - INFO - [262144/436063] Loss : 0.2338
|
| 672 |
+
2024-05-29 04:13:35,770 - INFO - Test loss : 0.5101
|
| 673 |
+
2024-05-29 04:13:35,770 - INFO -
|
| 674 |
+
Epoch 60
|
| 675 |
+
2024-05-29 04:15:33,174 - INFO - [51200/436063] Loss : 0.2329
|
| 676 |
+
2024-05-29 04:17:28,792 - INFO - [102400/436063] Loss : 0.2330
|
| 677 |
+
2024-05-29 04:19:17,415 - INFO - [153600/436063] Loss : 0.2329
|
| 678 |
+
2024-05-29 04:20:59,031 - INFO - [204800/436063] Loss : 0.2330
|
| 679 |
+
2024-05-29 04:22:40,763 - INFO - [256000/436063] Loss : 0.2335
|
| 680 |
+
2024-05-29 04:22:52,253 - INFO - [262144/436063] Loss : 0.2335
|
| 681 |
+
2024-05-29 04:23:40,290 - INFO - Test loss : 0.5188
|
| 682 |
+
2024-05-29 04:23:41,197 - INFO - (24343,)
|
| 683 |
+
2024-05-29 04:24:05,489 - INFO - Split ID: 0
|
| 684 |
+
2024-05-29 04:24:05,503 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 4.46
|
| 685 |
+
2024-05-29 04:24:05,504 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 10.02
|
| 686 |
+
2024-05-29 04:24:05,505 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 14.18
|
| 687 |
+
2024-05-29 04:24:05,507 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 21.77
|
| 688 |
+
2024-05-29 04:24:05,632 - INFO -
|
| 689 |
+
No prior
|
| 690 |
+
2024-05-29 04:24:05,908 - INFO - (24426,)
|
| 691 |
+
2024-05-29 04:24:18,195 - INFO - Split ID: 0
|
| 692 |
+
2024-05-29 04:24:18,195 - INFO - Top 1 (Epoch 60)acc (%): 60.2
|
| 693 |
+
2024-05-29 04:24:18,195 - INFO - Top 3 (Epoch 60)acc (%): 77.9
|
| 694 |
+
2024-05-29 04:24:18,195 - INFO - Top 5 (Epoch 60)acc (%): 83.29
|
| 695 |
+
2024-05-29 04:24:18,195 - INFO - Top 10 (Epoch 60)acc (%): 88.5
|
| 696 |
+
2024-05-29 04:25:07,279 - INFO - Split ID: 0
|
| 697 |
+
2024-05-29 04:25:07,279 - INFO - Top 1 (Epoch 60)acc (%): 73.16
|
| 698 |
+
2024-05-29 04:25:07,279 - INFO - Top 3 (Epoch 60)acc (%): 86.98
|
| 699 |
+
2024-05-29 04:25:07,279 - INFO - Top 5 (Epoch 60)acc (%): 90.42
|
| 700 |
+
2024-05-29 04:25:07,279 - INFO - Top 10 (Epoch 60)acc (%): 93.4
|
| 701 |
+
2024-05-29 04:25:56,278 - INFO - Split ID: 0
|
| 702 |
+
2024-05-29 04:25:56,278 - INFO - Top 1 (Epoch 60)acc (%): 73.16
|
| 703 |
+
2024-05-29 04:25:56,278 - INFO - for optuna top1: 73.16
|
| 704 |
+
2024-05-29 04:25:56,279 - INFO - Top 3 (Epoch 60)acc (%): 86.98
|
| 705 |
+
2024-05-29 04:25:56,279 - INFO - Top 5 (Epoch 60)acc (%): 90.42
|
| 706 |
+
2024-05-29 04:25:56,279 - INFO - Top 10 (Epoch 60)acc (%): 93.4
|
| 707 |
+
2024-05-29 04:25:56,292 - INFO -
|
| 708 |
+
Epoch 61
|
| 709 |
+
2024-05-29 04:27:40,506 - INFO - [51200/436063] Loss : 0.2309
|
| 710 |
+
2024-05-29 04:29:22,435 - INFO - [102400/436063] Loss : 0.2318
|
| 711 |
+
2024-05-29 04:31:03,763 - INFO - [153600/436063] Loss : 0.2323
|
| 712 |
+
2024-05-29 04:32:43,535 - INFO - [204800/436063] Loss : 0.2323
|
| 713 |
+
2024-05-29 04:34:26,382 - INFO - [256000/436063] Loss : 0.2326
|
| 714 |
+
2024-05-29 04:34:37,758 - INFO - [262144/436063] Loss : 0.2325
|
| 715 |
+
2024-05-29 04:35:24,550 - INFO - Test loss : 0.5263
|
| 716 |
+
2024-05-29 04:35:24,550 - INFO -
|
| 717 |
+
Epoch 62
|
| 718 |
+
2024-05-29 04:37:05,719 - INFO - [51200/436063] Loss : 0.2326
|
| 719 |
+
2024-05-29 04:38:47,782 - INFO - [102400/436063] Loss : 0.2318
|
| 720 |
+
2024-05-29 04:40:29,469 - INFO - [153600/436063] Loss : 0.2316
|
| 721 |
+
2024-05-29 04:42:11,330 - INFO - [204800/436063] Loss : 0.2322
|
| 722 |
+
2024-05-29 04:43:53,218 - INFO - [256000/436063] Loss : 0.2322
|
| 723 |
+
2024-05-29 04:44:04,629 - INFO - [262144/436063] Loss : 0.2322
|
| 724 |
+
2024-05-29 04:44:52,578 - INFO - Test loss : 0.5300
|
| 725 |
+
2024-05-29 04:44:52,580 - INFO -
|
| 726 |
+
Epoch 63
|
| 727 |
+
2024-05-29 04:46:36,966 - INFO - [51200/436063] Loss : 0.2298
|
| 728 |
+
2024-05-29 04:48:18,660 - INFO - [102400/436063] Loss : 0.2305
|
| 729 |
+
2024-05-29 04:50:00,279 - INFO - [153600/436063] Loss : 0.2309
|
| 730 |
+
2024-05-29 04:51:42,033 - INFO - [204800/436063] Loss : 0.2313
|
| 731 |
+
2024-05-29 04:53:24,607 - INFO - [256000/436063] Loss : 0.2315
|
| 732 |
+
2024-05-29 04:53:36,118 - INFO - [262144/436063] Loss : 0.2316
|
| 733 |
+
2024-05-29 04:54:25,193 - INFO - Test loss : 0.5312
|
| 734 |
+
2024-05-29 04:54:25,194 - INFO -
|
| 735 |
+
Epoch 64
|
| 736 |
+
2024-05-29 04:56:08,957 - INFO - [51200/436063] Loss : 0.2286
|
| 737 |
+
2024-05-29 04:57:50,548 - INFO - [102400/436063] Loss : 0.2290
|
| 738 |
+
2024-05-29 04:59:32,020 - INFO - [153600/436063] Loss : 0.2294
|
| 739 |
+
2024-05-29 05:01:13,560 - INFO - [204800/436063] Loss : 0.2302
|
| 740 |
+
2024-05-29 05:02:55,039 - INFO - [256000/436063] Loss : 0.2306
|
| 741 |
+
2024-05-29 05:03:06,535 - INFO - [262144/436063] Loss : 0.2306
|
| 742 |
+
2024-05-29 05:03:54,522 - INFO - Test loss : 0.5355
|
| 743 |
+
2024-05-29 05:03:54,522 - INFO -
|
| 744 |
+
Epoch 65
|
| 745 |
+
2024-05-29 05:05:38,539 - INFO - [51200/436063] Loss : 0.2278
|
| 746 |
+
2024-05-29 05:07:20,257 - INFO - [102400/436063] Loss : 0.2288
|
| 747 |
+
2024-05-29 05:09:01,790 - INFO - [153600/436063] Loss : 0.2297
|
| 748 |
+
2024-05-29 05:10:43,583 - INFO - [204800/436063] Loss : 0.2301
|
| 749 |
+
2024-05-29 05:12:24,951 - INFO - [256000/436063] Loss : 0.2304
|
| 750 |
+
2024-05-29 05:12:36,374 - INFO - [262144/436063] Loss : 0.2305
|
| 751 |
+
2024-05-29 05:13:24,331 - INFO - Test loss : 0.5372
|
| 752 |
+
2024-05-29 05:13:24,332 - INFO -
|
| 753 |
+
Epoch 66
|
| 754 |
+
2024-05-29 05:15:09,626 - INFO - [51200/436063] Loss : 0.2286
|
| 755 |
+
2024-05-29 05:16:52,336 - INFO - [102400/436063] Loss : 0.2293
|
| 756 |
+
2024-05-29 05:18:34,068 - INFO - [153600/436063] Loss : 0.2298
|
| 757 |
+
2024-05-29 05:20:15,916 - INFO - [204800/436063] Loss : 0.2295
|
| 758 |
+
2024-05-29 05:21:57,537 - INFO - [256000/436063] Loss : 0.2299
|
| 759 |
+
2024-05-29 05:22:08,941 - INFO - [262144/436063] Loss : 0.2300
|
| 760 |
+
2024-05-29 05:22:56,964 - INFO - Test loss : 0.5409
|
| 761 |
+
2024-05-29 05:22:56,964 - INFO -
|
| 762 |
+
Epoch 67
|
| 763 |
+
2024-05-29 05:24:40,623 - INFO - [51200/436063] Loss : 0.2275
|
| 764 |
+
2024-05-29 05:26:22,118 - INFO - [102400/436063] Loss : 0.2280
|
| 765 |
+
2024-05-29 05:28:03,611 - INFO - [153600/436063] Loss : 0.2286
|
| 766 |
+
2024-05-29 05:29:45,323 - INFO - [204800/436063] Loss : 0.2292
|
| 767 |
+
2024-05-29 05:31:27,040 - INFO - [256000/436063] Loss : 0.2298
|
| 768 |
+
2024-05-29 05:31:38,545 - INFO - [262144/436063] Loss : 0.2299
|
| 769 |
+
2024-05-29 05:32:26,519 - INFO - Test loss : 0.5499
|
| 770 |
+
2024-05-29 05:32:26,519 - INFO -
|
| 771 |
+
Epoch 68
|
| 772 |
+
2024-05-29 05:34:10,368 - INFO - [51200/436063] Loss : 0.2285
|
| 773 |
+
2024-05-29 05:35:52,185 - INFO - [102400/436063] Loss : 0.2286
|
| 774 |
+
2024-05-29 05:37:35,254 - INFO - [153600/436063] Loss : 0.2290
|
| 775 |
+
2024-05-29 05:39:16,924 - INFO - [204800/436063] Loss : 0.2298
|
| 776 |
+
2024-05-29 05:40:57,046 - INFO - [256000/436063] Loss : 0.2300
|
| 777 |
+
2024-05-29 05:41:07,022 - INFO - [262144/436063] Loss : 0.2300
|
| 778 |
+
2024-05-29 05:41:49,022 - INFO - Test loss : 0.5496
|
| 779 |
+
2024-05-29 05:41:49,024 - INFO -
|
| 780 |
+
Epoch 69
|
| 781 |
+
2024-05-29 05:43:19,982 - INFO - [51200/436063] Loss : 0.2273
|
| 782 |
+
2024-05-29 05:44:48,811 - INFO - [102400/436063] Loss : 0.2281
|
| 783 |
+
2024-05-29 05:46:17,529 - INFO - [153600/436063] Loss : 0.2287
|
| 784 |
+
2024-05-29 05:47:46,560 - INFO - [204800/436063] Loss : 0.2292
|
| 785 |
+
2024-05-29 05:49:15,384 - INFO - [256000/436063] Loss : 0.2294
|
| 786 |
+
2024-05-29 05:49:25,420 - INFO - [262144/436063] Loss : 0.2293
|
| 787 |
+
2024-05-29 05:50:07,362 - INFO - Test loss : 0.5535
|
| 788 |
+
2024-05-29 05:50:07,364 - INFO -
|
| 789 |
+
Epoch 70
|
| 790 |
+
2024-05-29 05:51:38,417 - INFO - [51200/436063] Loss : 0.2264
|
| 791 |
+
2024-05-29 05:53:07,352 - INFO - [102400/436063] Loss : 0.2272
|
| 792 |
+
2024-05-29 05:54:36,355 - INFO - [153600/436063] Loss : 0.2275
|
| 793 |
+
2024-05-29 05:56:07,010 - INFO - [204800/436063] Loss : 0.2283
|
| 794 |
+
2024-05-29 05:57:36,157 - INFO - [256000/436063] Loss : 0.2287
|
| 795 |
+
2024-05-29 05:57:46,183 - INFO - [262144/436063] Loss : 0.2288
|
| 796 |
+
2024-05-29 05:58:28,051 - INFO - Test loss : 0.5533
|
| 797 |
+
2024-05-29 05:58:28,895 - INFO - (24343,)
|
| 798 |
+
2024-05-29 05:58:52,375 - INFO - Split ID: 0
|
| 799 |
+
2024-05-29 05:58:52,386 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 4.37
|
| 800 |
+
2024-05-29 05:58:52,387 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 9.92
|
| 801 |
+
2024-05-29 05:58:52,388 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 14.15
|
| 802 |
+
2024-05-29 05:58:52,389 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 21.91
|
| 803 |
+
2024-05-29 05:58:52,506 - INFO -
|
| 804 |
+
No prior
|
| 805 |
+
2024-05-29 05:58:52,796 - INFO - (24426,)
|
| 806 |
+
2024-05-29 05:59:03,933 - INFO - Split ID: 0
|
| 807 |
+
2024-05-29 05:59:03,933 - INFO - Top 1 (Epoch 70)acc (%): 60.2
|
| 808 |
+
2024-05-29 05:59:03,936 - INFO - Top 3 (Epoch 70)acc (%): 77.9
|
| 809 |
+
2024-05-29 05:59:03,936 - INFO - Top 5 (Epoch 70)acc (%): 83.29
|
| 810 |
+
2024-05-29 05:59:03,936 - INFO - Top 10 (Epoch 70)acc (%): 88.5
|
| 811 |
+
2024-05-29 05:59:47,409 - INFO - Split ID: 0
|
| 812 |
+
2024-05-29 05:59:47,409 - INFO - Top 1 (Epoch 70)acc (%): 72.95
|
| 813 |
+
2024-05-29 05:59:47,410 - INFO - Top 3 (Epoch 70)acc (%): 86.81
|
| 814 |
+
2024-05-29 05:59:47,410 - INFO - Top 5 (Epoch 70)acc (%): 90.26
|
| 815 |
+
2024-05-29 05:59:47,410 - INFO - Top 10 (Epoch 70)acc (%): 93.33
|
| 816 |
+
2024-05-29 06:00:30,814 - INFO - Split ID: 0
|
| 817 |
+
2024-05-29 06:00:30,814 - INFO - Top 1 (Epoch 70)acc (%): 72.95
|
| 818 |
+
2024-05-29 06:00:30,814 - INFO - for optuna top1: 72.95
|
| 819 |
+
2024-05-29 06:00:30,814 - INFO - Top 3 (Epoch 70)acc (%): 86.81
|
| 820 |
+
2024-05-29 06:00:30,814 - INFO - Top 5 (Epoch 70)acc (%): 90.26
|
| 821 |
+
2024-05-29 06:00:30,814 - INFO - Top 10 (Epoch 70)acc (%): 93.33
|
| 822 |
+
2024-05-29 06:00:30,828 - INFO -
|
| 823 |
+
Epoch 71
|
| 824 |
+
2024-05-29 06:02:01,597 - INFO - [51200/436063] Loss : 0.2267
|
| 825 |
+
2024-05-29 06:03:30,642 - INFO - [102400/436063] Loss : 0.2270
|
| 826 |
+
2024-05-29 06:04:59,241 - INFO - [153600/436063] Loss : 0.2275
|
| 827 |
+
2024-05-29 06:06:24,102 - INFO - [204800/436063] Loss : 0.2279
|
| 828 |
+
2024-05-29 06:07:53,433 - INFO - [256000/436063] Loss : 0.2283
|
| 829 |
+
2024-05-29 06:08:03,409 - INFO - [262144/436063] Loss : 0.2284
|
| 830 |
+
2024-05-29 06:08:45,110 - INFO - Test loss : 0.5588
|
| 831 |
+
2024-05-29 06:08:45,111 - INFO -
|
| 832 |
+
Epoch 72
|
| 833 |
+
2024-05-29 06:10:11,148 - INFO - [51200/436063] Loss : 0.2278
|
| 834 |
+
2024-05-29 06:11:40,830 - INFO - [102400/436063] Loss : 0.2275
|
| 835 |
+
2024-05-29 06:13:09,808 - INFO - [153600/436063] Loss : 0.2276
|
| 836 |
+
2024-05-29 06:14:40,469 - INFO - [204800/436063] Loss : 0.2280
|
| 837 |
+
2024-05-29 06:16:09,925 - INFO - [256000/436063] Loss : 0.2285
|
| 838 |
+
2024-05-29 06:16:19,949 - INFO - [262144/436063] Loss : 0.2285
|
| 839 |
+
2024-05-29 06:17:01,804 - INFO - Test loss : 0.5670
|
| 840 |
+
2024-05-29 06:17:01,804 - INFO -
|
| 841 |
+
Epoch 73
|
| 842 |
+
2024-05-29 06:18:32,376 - INFO - [51200/436063] Loss : 0.2272
|
| 843 |
+
2024-05-29 06:20:01,153 - INFO - [102400/436063] Loss : 0.2272
|
| 844 |
+
2024-05-29 06:21:30,091 - INFO - [153600/436063] Loss : 0.2278
|
| 845 |
+
2024-05-29 06:22:59,058 - INFO - [204800/436063] Loss : 0.2282
|
| 846 |
+
2024-05-29 06:24:28,265 - INFO - [256000/436063] Loss : 0.2280
|
| 847 |
+
2024-05-29 06:24:38,333 - INFO - [262144/436063] Loss : 0.2280
|
| 848 |
+
2024-05-29 06:25:20,302 - INFO - Test loss : 0.5620
|
| 849 |
+
2024-05-29 06:25:20,303 - INFO -
|
| 850 |
+
Epoch 74
|
| 851 |
+
2024-05-29 06:26:51,006 - INFO - [51200/436063] Loss : 0.2256
|
| 852 |
+
2024-05-29 06:28:19,805 - INFO - [102400/436063] Loss : 0.2263
|
| 853 |
+
2024-05-29 06:29:49,006 - INFO - [153600/436063] Loss : 0.2266
|
| 854 |
+
2024-05-29 06:31:18,529 - INFO - [204800/436063] Loss : 0.2268
|
| 855 |
+
2024-05-29 06:32:48,281 - INFO - [256000/436063] Loss : 0.2270
|
| 856 |
+
2024-05-29 06:32:58,541 - INFO - [262144/436063] Loss : 0.2270
|
| 857 |
+
2024-05-29 06:33:41,594 - INFO - Test loss : 0.5672
|
| 858 |
+
2024-05-29 06:33:41,594 - INFO -
|
| 859 |
+
Epoch 75
|
| 860 |
+
2024-05-29 06:35:12,515 - INFO - [51200/436063] Loss : 0.2247
|
| 861 |
+
2024-05-29 06:36:41,342 - INFO - [102400/436063] Loss : 0.2267
|
| 862 |
+
2024-05-29 06:38:10,443 - INFO - [153600/436063] Loss : 0.2267
|
| 863 |
+
2024-05-29 06:39:39,503 - INFO - [204800/436063] Loss : 0.2269
|
| 864 |
+
2024-05-29 06:41:08,437 - INFO - [256000/436063] Loss : 0.2273
|
| 865 |
+
2024-05-29 06:41:18,441 - INFO - [262144/436063] Loss : 0.2273
|
| 866 |
+
2024-05-29 06:42:00,324 - INFO - Test loss : 0.5683
|
| 867 |
+
2024-05-29 06:42:00,324 - INFO -
|
| 868 |
+
Epoch 76
|
| 869 |
+
2024-05-29 06:43:31,445 - INFO - [51200/436063] Loss : 0.2255
|
| 870 |
+
2024-05-29 06:45:00,539 - INFO - [102400/436063] Loss : 0.2263
|
| 871 |
+
2024-05-29 06:46:29,660 - INFO - [153600/436063] Loss : 0.2268
|
| 872 |
+
2024-05-29 06:47:58,661 - INFO - [204800/436063] Loss : 0.2267
|
| 873 |
+
2024-05-29 06:49:27,320 - INFO - [256000/436063] Loss : 0.2273
|
| 874 |
+
2024-05-29 06:49:37,299 - INFO - [262144/436063] Loss : 0.2272
|
| 875 |
+
2024-05-29 06:50:19,140 - INFO - Test loss : 0.5717
|
| 876 |
+
2024-05-29 06:50:19,140 - INFO -
|
| 877 |
+
Epoch 77
|
| 878 |
+
2024-05-29 06:51:51,341 - INFO - [51200/436063] Loss : 0.2254
|
| 879 |
+
2024-05-29 06:53:21,351 - INFO - [102400/436063] Loss : 0.2259
|
| 880 |
+
2024-05-29 06:54:50,530 - INFO - [153600/436063] Loss : 0.2264
|
| 881 |
+
2024-05-29 06:56:19,528 - INFO - [204800/436063] Loss : 0.2263
|
| 882 |
+
2024-05-29 06:57:48,412 - INFO - [256000/436063] Loss : 0.2263
|
| 883 |
+
2024-05-29 06:57:58,428 - INFO - [262144/436063] Loss : 0.2264
|
| 884 |
+
2024-05-29 06:58:39,968 - INFO - Test loss : 0.5691
|
| 885 |
+
2024-05-29 06:58:39,968 - INFO -
|
| 886 |
+
Epoch 78
|
| 887 |
+
2024-05-29 07:00:05,279 - INFO - [51200/436063] Loss : 0.2237
|
| 888 |
+
2024-05-29 07:01:32,327 - INFO - [102400/436063] Loss : 0.2250
|
| 889 |
+
2024-05-29 07:03:01,995 - INFO - [153600/436063] Loss : 0.2259
|
| 890 |
+
2024-05-29 07:04:31,450 - INFO - [204800/436063] Loss : 0.2262
|
| 891 |
+
2024-05-29 07:06:00,915 - INFO - [256000/436063] Loss : 0.2266
|
| 892 |
+
2024-05-29 07:06:10,986 - INFO - [262144/436063] Loss : 0.2267
|
| 893 |
+
2024-05-29 07:06:53,082 - INFO - Test loss : 0.5741
|
| 894 |
+
2024-05-29 07:06:53,082 - INFO -
|
| 895 |
+
Epoch 79
|
| 896 |
+
2024-05-29 07:08:24,266 - INFO - [51200/436063] Loss : 0.2253
|
| 897 |
+
2024-05-29 07:09:53,510 - INFO - [102400/436063] Loss : 0.2256
|
| 898 |
+
2024-05-29 07:11:24,632 - INFO - [153600/436063] Loss : 0.2253
|
| 899 |
+
2024-05-29 07:12:54,225 - INFO - [204800/436063] Loss : 0.2257
|
| 900 |
+
2024-05-29 07:14:23,761 - INFO - [256000/436063] Loss : 0.2258
|
| 901 |
+
2024-05-29 07:14:33,867 - INFO - [262144/436063] Loss : 0.2258
|
| 902 |
+
2024-05-29 07:15:15,908 - INFO - Test loss : 0.5810
|
| 903 |
+
2024-05-29 07:15:15,908 - INFO -
|
| 904 |
+
Epoch 80
|
| 905 |
+
2024-05-29 07:16:47,151 - INFO - [51200/436063] Loss : 0.2252
|
| 906 |
+
2024-05-29 07:18:16,367 - INFO - [102400/436063] Loss : 0.2247
|
| 907 |
+
2024-05-29 07:19:45,685 - INFO - [153600/436063] Loss : 0.2247
|
| 908 |
+
2024-05-29 07:21:14,959 - INFO - [204800/436063] Loss : 0.2252
|
| 909 |
+
2024-05-29 07:22:44,484 - INFO - [256000/436063] Loss : 0.2253
|
| 910 |
+
2024-05-29 07:22:54,620 - INFO - [262144/436063] Loss : 0.2253
|
| 911 |
+
2024-05-29 07:23:36,601 - INFO - Test loss : 0.5837
|
| 912 |
+
2024-05-29 07:23:37,432 - INFO - (24343,)
|
| 913 |
+
2024-05-29 07:24:00,009 - INFO - Split ID: 0
|
| 914 |
+
2024-05-29 07:24:00,018 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 4.72
|
| 915 |
+
2024-05-29 07:24:00,019 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 10.31
|
| 916 |
+
2024-05-29 07:24:00,020 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 14.69
|
| 917 |
+
2024-05-29 07:24:00,021 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 22.5
|
| 918 |
+
2024-05-29 07:24:00,143 - INFO -
|
| 919 |
+
No prior
|
| 920 |
+
2024-05-29 07:24:00,392 - INFO - (24426,)
|
| 921 |
+
2024-05-29 07:24:11,232 - INFO - Split ID: 0
|
| 922 |
+
2024-05-29 07:24:11,232 - INFO - Top 1 (Epoch 80)acc (%): 60.2
|
| 923 |
+
2024-05-29 07:24:11,232 - INFO - Top 3 (Epoch 80)acc (%): 77.9
|
| 924 |
+
2024-05-29 07:24:11,232 - INFO - Top 5 (Epoch 80)acc (%): 83.29
|
| 925 |
+
2024-05-29 07:24:11,232 - INFO - Top 10 (Epoch 80)acc (%): 88.5
|
| 926 |
+
2024-05-29 07:24:54,988 - INFO - Split ID: 0
|
| 927 |
+
2024-05-29 07:24:54,989 - INFO - Top 1 (Epoch 80)acc (%): 72.98
|
| 928 |
+
2024-05-29 07:24:54,989 - INFO - Top 3 (Epoch 80)acc (%): 86.82
|
| 929 |
+
2024-05-29 07:24:54,989 - INFO - Top 5 (Epoch 80)acc (%): 90.1
|
| 930 |
+
2024-05-29 07:24:54,989 - INFO - Top 10 (Epoch 80)acc (%): 93.21
|
| 931 |
+
2024-05-29 07:25:38,408 - INFO - Split ID: 0
|
| 932 |
+
2024-05-29 07:25:38,408 - INFO - Top 1 (Epoch 80)acc (%): 72.98
|
| 933 |
+
2024-05-29 07:25:38,408 - INFO - for optuna top1: 72.98
|
| 934 |
+
2024-05-29 07:25:38,409 - INFO - Top 3 (Epoch 80)acc (%): 86.82
|
| 935 |
+
2024-05-29 07:25:38,409 - INFO - Top 5 (Epoch 80)acc (%): 90.1
|
| 936 |
+
2024-05-29 07:25:38,409 - INFO - Top 10 (Epoch 80)acc (%): 93.21
|
| 937 |
+
2024-05-29 07:25:38,422 - INFO -
|
| 938 |
+
Epoch 81
|
| 939 |
+
2024-05-29 07:27:10,360 - INFO - [51200/436063] Loss : 0.2231
|
| 940 |
+
2024-05-29 07:28:39,456 - INFO - [102400/436063] Loss : 0.2239
|
| 941 |
+
2024-05-29 07:30:08,266 - INFO - [153600/436063] Loss : 0.2241
|
| 942 |
+
2024-05-29 07:31:32,310 - INFO - [204800/436063] Loss : 0.2247
|
| 943 |
+
2024-05-29 07:33:02,311 - INFO - [256000/436063] Loss : 0.2250
|
| 944 |
+
2024-05-29 07:33:12,270 - INFO - [262144/436063] Loss : 0.2250
|
| 945 |
+
2024-05-29 07:33:54,067 - INFO - Test loss : 0.5872
|
| 946 |
+
2024-05-29 07:33:54,067 - INFO -
|
| 947 |
+
Epoch 82
|
| 948 |
+
2024-05-29 07:35:20,401 - INFO - [51200/436063] Loss : 0.2225
|
| 949 |
+
2024-05-29 07:36:50,538 - INFO - [102400/436063] Loss : 0.2232
|
| 950 |
+
2024-05-29 07:38:19,634 - INFO - [153600/436063] Loss : 0.2238
|
| 951 |
+
2024-05-29 07:39:48,579 - INFO - [204800/436063] Loss : 0.2243
|
| 952 |
+
2024-05-29 07:41:17,285 - INFO - [256000/436063] Loss : 0.2246
|
| 953 |
+
2024-05-29 07:41:27,250 - INFO - [262144/436063] Loss : 0.2247
|
| 954 |
+
2024-05-29 07:42:09,210 - INFO - Test loss : 0.5866
|
| 955 |
+
2024-05-29 07:42:09,210 - INFO -
|
| 956 |
+
Epoch 83
|
| 957 |
+
2024-05-29 07:43:40,240 - INFO - [51200/436063] Loss : 0.2240
|
| 958 |
+
2024-05-29 07:45:09,277 - INFO - [102400/436063] Loss : 0.2246
|
| 959 |
+
2024-05-29 07:46:38,494 - INFO - [153600/436063] Loss : 0.2246
|
| 960 |
+
2024-05-29 07:48:07,602 - INFO - [204800/436063] Loss : 0.2245
|
| 961 |
+
2024-05-29 07:49:40,337 - INFO - [256000/436063] Loss : 0.2247
|
| 962 |
+
2024-05-29 07:49:50,318 - INFO - [262144/436063] Loss : 0.2247
|
| 963 |
+
2024-05-29 07:50:32,067 - INFO - Test loss : 0.5900
|
| 964 |
+
2024-05-29 07:50:32,067 - INFO -
|
| 965 |
+
Epoch 84
|
| 966 |
+
2024-05-29 07:52:02,956 - INFO - [51200/436063] Loss : 0.2234
|
| 967 |
+
2024-05-29 07:53:31,933 - INFO - [102400/436063] Loss : 0.2231
|
| 968 |
+
2024-05-29 07:55:01,074 - INFO - [153600/436063] Loss : 0.2237
|
| 969 |
+
2024-05-29 07:56:30,012 - INFO - [204800/436063] Loss : 0.2243
|
| 970 |
+
2024-05-29 07:57:59,005 - INFO - [256000/436063] Loss : 0.2249
|
| 971 |
+
2024-05-29 07:58:09,067 - INFO - [262144/436063] Loss : 0.2249
|
| 972 |
+
2024-05-29 07:58:51,074 - INFO - Test loss : 0.5873
|
| 973 |
+
2024-05-29 07:58:51,074 - INFO -
|
| 974 |
+
Epoch 85
|
| 975 |
+
2024-05-29 08:00:21,976 - INFO - [51200/436063] Loss : 0.2237
|
| 976 |
+
2024-05-29 08:01:50,802 - INFO - [102400/436063] Loss : 0.2237
|
| 977 |
+
2024-05-29 08:03:19,688 - INFO - [153600/436063] Loss : 0.2242
|
| 978 |
+
2024-05-29 08:04:48,644 - INFO - [204800/436063] Loss : 0.2244
|
| 979 |
+
2024-05-29 08:06:17,685 - INFO - [256000/436063] Loss : 0.2245
|
| 980 |
+
2024-05-29 08:06:27,776 - INFO - [262144/436063] Loss : 0.2245
|
| 981 |
+
2024-05-29 08:07:09,814 - INFO - Test loss : 0.5968
|
| 982 |
+
2024-05-29 08:07:09,814 - INFO -
|
| 983 |
+
Epoch 86
|
| 984 |
+
2024-05-29 08:08:44,382 - INFO - [51200/436063] Loss : 0.2231
|
| 985 |
+
2024-05-29 08:10:13,570 - INFO - [102400/436063] Loss : 0.2240
|
| 986 |
+
2024-05-29 08:11:42,597 - INFO - [153600/436063] Loss : 0.2246
|
| 987 |
+
2024-05-29 08:13:10,234 - INFO - [204800/436063] Loss : 0.2249
|
| 988 |
+
2024-05-29 08:14:40,131 - INFO - [256000/436063] Loss : 0.2247
|
| 989 |
+
2024-05-29 08:14:50,099 - INFO - [262144/436063] Loss : 0.2247
|
| 990 |
+
2024-05-29 08:15:31,970 - INFO - Test loss : 0.5964
|
| 991 |
+
2024-05-29 08:15:31,970 - INFO -
|
| 992 |
+
Epoch 87
|
| 993 |
+
2024-05-29 08:17:03,144 - INFO - [51200/436063] Loss : 0.2233
|
| 994 |
+
2024-05-29 08:18:32,098 - INFO - [102400/436063] Loss : 0.2230
|
| 995 |
+
2024-05-29 08:20:01,215 - INFO - [153600/436063] Loss : 0.2236
|
| 996 |
+
2024-05-29 08:21:30,384 - INFO - [204800/436063] Loss : 0.2241
|
| 997 |
+
2024-05-29 08:22:59,367 - INFO - [256000/436063] Loss : 0.2244
|
| 998 |
+
2024-05-29 08:23:09,455 - INFO - [262144/436063] Loss : 0.2244
|
| 999 |
+
2024-05-29 08:23:51,408 - INFO - Test loss : 0.5982
|
| 1000 |
+
2024-05-29 08:23:51,408 - INFO -
|
| 1001 |
+
Epoch 88
|
| 1002 |
+
2024-05-29 08:25:22,573 - INFO - [51200/436063] Loss : 0.2241
|
| 1003 |
+
2024-05-29 08:26:54,963 - INFO - [102400/436063] Loss : 0.2235
|
| 1004 |
+
2024-05-29 08:28:24,366 - INFO - [153600/436063] Loss : 0.2232
|
| 1005 |
+
2024-05-29 08:29:53,511 - INFO - [204800/436063] Loss : 0.2237
|
| 1006 |
+
2024-05-29 08:31:22,153 - INFO - [256000/436063] Loss : 0.2239
|
| 1007 |
+
2024-05-29 08:31:32,114 - INFO - [262144/436063] Loss : 0.2239
|
| 1008 |
+
2024-05-29 08:32:13,816 - INFO - Test loss : 0.6004
|
| 1009 |
+
2024-05-29 08:32:13,817 - INFO -
|
| 1010 |
+
Epoch 89
|
| 1011 |
+
2024-05-29 08:33:42,918 - INFO - [51200/436063] Loss : 0.2240
|
| 1012 |
+
2024-05-29 08:35:12,043 - INFO - [102400/436063] Loss : 0.2233
|
| 1013 |
+
2024-05-29 08:36:40,999 - INFO - [153600/436063] Loss : 0.2231
|
| 1014 |
+
2024-05-29 08:38:09,957 - INFO - [204800/436063] Loss : 0.2234
|
| 1015 |
+
2024-05-29 08:39:38,818 - INFO - [256000/436063] Loss : 0.2234
|
| 1016 |
+
2024-05-29 08:39:48,844 - INFO - [262144/436063] Loss : 0.2235
|
| 1017 |
+
2024-05-29 08:40:30,709 - INFO - Test loss : 0.6035
|
| 1018 |
+
2024-05-29 08:40:30,719 - INFO -
|
| 1019 |
+
Epoch 90
|
| 1020 |
+
2024-05-29 08:42:01,589 - INFO - [51200/436063] Loss : 0.2218
|
| 1021 |
+
2024-05-29 08:43:30,303 - INFO - [102400/436063] Loss : 0.2225
|
| 1022 |
+
2024-05-29 08:44:59,313 - INFO - [153600/436063] Loss : 0.2231
|
| 1023 |
+
2024-05-29 08:46:31,922 - INFO - [204800/436063] Loss : 0.2233
|
| 1024 |
+
2024-05-29 08:48:00,875 - INFO - [256000/436063] Loss : 0.2236
|
| 1025 |
+
2024-05-29 08:48:10,877 - INFO - [262144/436063] Loss : 0.2235
|
| 1026 |
+
2024-05-29 08:48:52,620 - INFO - Test loss : 0.6010
|
| 1027 |
+
2024-05-29 08:48:53,633 - INFO - (24343,)
|
| 1028 |
+
2024-05-29 08:49:16,943 - INFO - Split ID: 0
|
| 1029 |
+
2024-05-29 08:49:16,952 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 4.7
|
| 1030 |
+
2024-05-29 08:49:16,953 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 10.57
|
| 1031 |
+
2024-05-29 08:49:16,954 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 14.82
|
| 1032 |
+
2024-05-29 08:49:16,955 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 22.77
|
| 1033 |
+
2024-05-29 08:49:17,070 - INFO -
|
| 1034 |
+
No prior
|
| 1035 |
+
2024-05-29 08:49:17,310 - INFO - (24426,)
|
| 1036 |
+
2024-05-29 08:49:28,593 - INFO - Split ID: 0
|
| 1037 |
+
2024-05-29 08:49:28,594 - INFO - Top 1 (Epoch 90)acc (%): 60.2
|
| 1038 |
+
2024-05-29 08:49:28,594 - INFO - Top 3 (Epoch 90)acc (%): 77.9
|
| 1039 |
+
2024-05-29 08:49:28,594 - INFO - Top 5 (Epoch 90)acc (%): 83.29
|
| 1040 |
+
2024-05-29 08:49:28,594 - INFO - Top 10 (Epoch 90)acc (%): 88.5
|
| 1041 |
+
2024-05-29 08:50:12,228 - INFO - Split ID: 0
|
| 1042 |
+
2024-05-29 08:50:12,229 - INFO - Top 1 (Epoch 90)acc (%): 72.97
|
| 1043 |
+
2024-05-29 08:50:12,229 - INFO - Top 3 (Epoch 90)acc (%): 86.76
|
| 1044 |
+
2024-05-29 08:50:12,229 - INFO - Top 5 (Epoch 90)acc (%): 90.07
|
| 1045 |
+
2024-05-29 08:50:12,229 - INFO - Top 10 (Epoch 90)acc (%): 93.18
|
| 1046 |
+
2024-05-29 08:50:55,837 - INFO - Split ID: 0
|
| 1047 |
+
2024-05-29 08:50:55,838 - INFO - Top 1 (Epoch 90)acc (%): 72.97
|
| 1048 |
+
2024-05-29 08:50:55,838 - INFO - for optuna top1: 72.97
|
| 1049 |
+
2024-05-29 08:50:55,838 - INFO - Top 3 (Epoch 90)acc (%): 86.76
|
| 1050 |
+
2024-05-29 08:50:55,838 - INFO - Top 5 (Epoch 90)acc (%): 90.07
|
| 1051 |
+
2024-05-29 08:50:55,838 - INFO - Top 10 (Epoch 90)acc (%): 93.18
|
| 1052 |
+
2024-05-29 08:50:55,850 - INFO -
|
| 1053 |
+
Epoch 91
|
| 1054 |
+
2024-05-29 08:52:26,794 - INFO - [51200/436063] Loss : 0.2222
|
| 1055 |
+
2024-05-29 08:53:55,972 - INFO - [102400/436063] Loss : 0.2229
|
| 1056 |
+
2024-05-29 08:55:24,749 - INFO - [153600/436063] Loss : 0.2225
|
| 1057 |
+
2024-05-29 08:56:48,910 - INFO - [204800/436063] Loss : 0.2223
|
| 1058 |
+
2024-05-29 08:58:18,791 - INFO - [256000/436063] Loss : 0.2226
|
| 1059 |
+
2024-05-29 08:58:28,876 - INFO - [262144/436063] Loss : 0.2227
|
| 1060 |
+
2024-05-29 08:59:10,758 - INFO - Test loss : 0.6047
|
| 1061 |
+
2024-05-29 08:59:10,759 - INFO -
|
| 1062 |
+
Epoch 92
|
| 1063 |
+
2024-05-29 09:00:36,425 - INFO - [51200/436063] Loss : 0.2212
|
| 1064 |
+
2024-05-29 09:02:06,974 - INFO - [102400/436063] Loss : 0.2219
|
| 1065 |
+
2024-05-29 09:03:35,822 - INFO - [153600/436063] Loss : 0.2222
|
| 1066 |
+
2024-05-29 09:05:08,724 - INFO - [204800/436063] Loss : 0.2220
|
| 1067 |
+
2024-05-29 09:06:37,879 - INFO - [256000/436063] Loss : 0.2221
|
| 1068 |
+
2024-05-29 09:06:47,876 - INFO - [262144/436063] Loss : 0.2223
|
| 1069 |
+
2024-05-29 09:07:29,863 - INFO - Test loss : 0.6069
|
| 1070 |
+
2024-05-29 09:07:29,863 - INFO -
|
| 1071 |
+
Epoch 93
|
| 1072 |
+
2024-05-29 09:09:00,790 - INFO - [51200/436063] Loss : 0.2222
|
| 1073 |
+
2024-05-29 09:10:29,964 - INFO - [102400/436063] Loss : 0.2222
|
| 1074 |
+
2024-05-29 09:11:59,100 - INFO - [153600/436063] Loss : 0.2226
|
| 1075 |
+
2024-05-29 09:13:25,601 - INFO - [204800/436063] Loss : 0.2228
|
| 1076 |
+
2024-05-29 09:14:54,357 - INFO - [256000/436063] Loss : 0.2233
|
| 1077 |
+
2024-05-29 09:15:04,458 - INFO - [262144/436063] Loss : 0.2233
|
| 1078 |
+
2024-05-29 09:15:46,572 - INFO - Test loss : 0.6073
|
| 1079 |
+
2024-05-29 09:15:46,572 - INFO -
|
| 1080 |
+
Epoch 94
|
| 1081 |
+
2024-05-29 09:17:17,441 - INFO - [51200/436063] Loss : 0.2233
|
| 1082 |
+
2024-05-29 09:18:46,322 - INFO - [102400/436063] Loss : 0.2219
|
| 1083 |
+
2024-05-29 09:20:15,244 - INFO - [153600/436063] Loss : 0.2220
|
| 1084 |
+
2024-05-29 09:21:44,462 - INFO - [204800/436063] Loss : 0.2222
|
| 1085 |
+
2024-05-29 09:23:12,691 - INFO - [256000/436063] Loss : 0.2226
|
| 1086 |
+
2024-05-29 09:23:23,269 - INFO - [262144/436063] Loss : 0.2226
|
| 1087 |
+
2024-05-29 09:24:08,265 - INFO - Test loss : 0.6071
|
| 1088 |
+
2024-05-29 09:24:08,265 - INFO -
|
| 1089 |
+
Epoch 95
|
| 1090 |
+
2024-05-29 09:25:39,768 - INFO - [51200/436063] Loss : 0.2210
|
| 1091 |
+
2024-05-29 09:27:08,694 - INFO - [102400/436063] Loss : 0.2220
|
| 1092 |
+
2024-05-29 09:28:37,574 - INFO - [153600/436063] Loss : 0.2219
|
| 1093 |
+
2024-05-29 09:30:06,907 - INFO - [204800/436063] Loss : 0.2221
|
| 1094 |
+
2024-05-29 09:31:36,155 - INFO - [256000/436063] Loss : 0.2219
|
| 1095 |
+
2024-05-29 09:31:46,177 - INFO - [262144/436063] Loss : 0.2220
|
| 1096 |
+
2024-05-29 09:32:28,298 - INFO - Test loss : 0.6174
|
| 1097 |
+
2024-05-29 09:32:28,298 - INFO -
|
| 1098 |
+
Epoch 96
|
| 1099 |
+
2024-05-29 09:33:59,335 - INFO - [51200/436063] Loss : 0.2235
|
| 1100 |
+
2024-05-29 09:35:28,099 - INFO - [102400/436063] Loss : 0.2227
|
| 1101 |
+
2024-05-29 09:36:57,022 - INFO - [153600/436063] Loss : 0.2233
|
| 1102 |
+
2024-05-29 09:38:26,280 - INFO - [204800/436063] Loss : 0.2235
|
| 1103 |
+
2024-05-29 09:39:55,535 - INFO - [256000/436063] Loss : 0.2234
|
| 1104 |
+
2024-05-29 09:40:05,607 - INFO - [262144/436063] Loss : 0.2234
|
| 1105 |
+
2024-05-29 09:40:47,687 - INFO - Test loss : 0.6185
|
| 1106 |
+
2024-05-29 09:40:47,688 - INFO -
|
| 1107 |
+
Epoch 97
|
| 1108 |
+
2024-05-29 09:42:18,216 - INFO - [51200/436063] Loss : 0.2228
|
| 1109 |
+
2024-05-29 09:43:51,605 - INFO - [102400/436063] Loss : 0.2220
|
| 1110 |
+
2024-05-29 09:45:20,567 - INFO - [153600/436063] Loss : 0.2222
|
| 1111 |
+
2024-05-29 09:46:49,961 - INFO - [204800/436063] Loss : 0.2220
|
| 1112 |
+
2024-05-29 09:48:19,305 - INFO - [256000/436063] Loss : 0.2220
|
| 1113 |
+
2024-05-29 09:48:29,453 - INFO - [262144/436063] Loss : 0.2220
|
| 1114 |
+
2024-05-29 09:49:11,359 - INFO - Test loss : 0.6225
|
| 1115 |
+
2024-05-29 09:49:11,359 - INFO -
|
| 1116 |
+
Epoch 98
|
| 1117 |
+
2024-05-29 09:50:42,547 - INFO - [51200/436063] Loss : 0.2214
|
| 1118 |
+
2024-05-29 09:52:11,747 - INFO - [102400/436063] Loss : 0.2215
|
| 1119 |
+
2024-05-29 09:53:41,132 - INFO - [153600/436063] Loss : 0.2215
|
| 1120 |
+
2024-05-29 09:55:09,184 - INFO - [204800/436063] Loss : 0.2215
|
| 1121 |
+
2024-05-29 09:56:37,998 - INFO - [256000/436063] Loss : 0.2219
|
| 1122 |
+
2024-05-29 09:56:47,984 - INFO - [262144/436063] Loss : 0.2219
|
| 1123 |
+
2024-05-29 09:57:30,078 - INFO - Test loss : 0.6194
|
| 1124 |
+
2024-05-29 09:57:30,078 - INFO -
|
| 1125 |
+
Epoch 99
|
| 1126 |
+
2024-05-29 09:59:01,359 - INFO - [51200/436063] Loss : 0.2205
|
| 1127 |
+
2024-05-29 10:00:30,455 - INFO - [102400/436063] Loss : 0.2211
|
| 1128 |
+
2024-05-29 10:02:01,218 - INFO - [153600/436063] Loss : 0.2214
|
| 1129 |
+
2024-05-29 10:03:32,448 - INFO - [204800/436063] Loss : 0.2212
|
| 1130 |
+
2024-05-29 10:05:01,187 - INFO - [256000/436063] Loss : 0.2214
|
| 1131 |
+
2024-05-29 10:05:11,273 - INFO - [262144/436063] Loss : 0.2215
|
| 1132 |
+
2024-05-29 10:05:53,338 - INFO - Test loss : 0.6195
|
| 1133 |
+
2024-05-29 10:05:53,338 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1134 |
+
2024-05-29 10:05:53,452 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1135 |
+
2024-05-29 10:05:53,668 - INFO -
|
| 1136 |
+
No prior
|
| 1137 |
+
2024-05-29 10:05:53,953 - INFO - (24426,)
|
| 1138 |
+
2024-05-29 10:06:05,657 - INFO - Split ID: 0
|
| 1139 |
+
2024-05-29 10:06:05,657 - INFO - Top 1 acc (%): 60.2
|
| 1140 |
+
2024-05-29 10:06:05,657 - INFO - Top 3 acc (%): 77.9
|
| 1141 |
+
2024-05-29 10:06:05,657 - INFO - Top 5 acc (%): 83.29
|
| 1142 |
+
2024-05-29 10:06:05,657 - INFO - Top 10 acc (%): 88.5
|
| 1143 |
+
2024-05-29 10:06:49,419 - INFO - Split ID: 0
|
| 1144 |
+
2024-05-29 10:06:49,419 - INFO - Top 1 acc (%): 72.93
|
| 1145 |
+
2024-05-29 10:06:49,419 - INFO - Top 3 acc (%): 86.65
|
| 1146 |
+
2024-05-29 10:06:49,420 - INFO - Top 5 acc (%): 89.98
|
| 1147 |
+
2024-05-29 10:06:49,420 - INFO - Top 10 acc (%): 93.15
|
| 1148 |
+
2024-05-29 10:07:33,029 - INFO - Split ID: 0
|
| 1149 |
+
2024-05-29 10:07:33,029 - INFO - Top 1 acc (%): 72.93
|
| 1150 |
+
2024-05-29 10:07:33,029 - INFO - for optuna top1: 72.93
|
| 1151 |
+
2024-05-29 10:07:33,029 - INFO - Top 3 acc (%): 86.65
|
| 1152 |
+
2024-05-29 10:07:33,029 - INFO - Top 5 acc (%): 89.98
|
| 1153 |
+
2024-05-29 10:07:33,029 - INFO - Top 10 acc (%): 93.15
|
| 1154 |
+
2024-05-29 10:07:33,044 - INFO -
|
| 1155 |
+
Sphere2Vec-sphereC
|
| 1156 |
+
2024-05-29 10:07:33,044 - INFO - Model : model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1157 |
+
2024-05-29 10:07:34,099 - INFO - (24343,)
|
| 1158 |
+
2024-05-29 10:07:57,831 - INFO - Split ID: 0
|
| 1159 |
+
2024-05-29 10:07:57,845 - INFO - Top 1 LocEnc acc (%): 4.81
|
| 1160 |
+
2024-05-29 10:07:57,846 - INFO - Top 3 LocEnc acc (%): 10.46
|
| 1161 |
+
2024-05-29 10:07:57,847 - INFO - Top 5 LocEnc acc (%): 14.82
|
| 1162 |
+
2024-05-29 10:07:57,848 - INFO - Top 10 LocEnc acc (%): 22.57
|
| 1163 |
+
2024-05-30 20:25:18,420 - INFO -
|
| 1164 |
+
num_classes 8142
|
| 1165 |
+
2024-05-30 20:25:18,442 - INFO - num train 436063
|
| 1166 |
+
2024-05-30 20:25:18,442 - INFO - num val 24343
|
| 1167 |
+
2024-05-30 20:25:18,442 - INFO - train loss full_loss
|
| 1168 |
+
2024-05-30 20:25:18,442 - INFO - model name ../models/sphere2vec_sphereC/model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1169 |
+
2024-05-30 20:25:18,442 - INFO - num users 18643
|
| 1170 |
+
2024-05-30 20:25:18,756 - INFO -
|
| 1171 |
+
Only Sphere2Vec-sphereC
|
| 1172 |
+
2024-05-30 20:25:18,757 - INFO - Model : model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1173 |
+
2024-05-30 20:25:19,173 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1174 |
+
2024-05-30 20:25:19,581 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1175 |
+
2024-05-30 20:25:19,979 - INFO -
|
| 1176 |
+
No prior
|
| 1177 |
+
2024-05-30 20:25:20,287 - INFO - (24426,)
|
| 1178 |
+
2024-05-30 20:25:37,708 - INFO - Save results to ../eval_results/eval_inat_2018__val_no_prior.csv
|
| 1179 |
+
2024-05-30 20:25:37,709 - INFO - Split ID: 0
|
| 1180 |
+
2024-05-30 20:25:37,709 - INFO - Top 1 acc (%): 60.2
|
| 1181 |
+
2024-05-30 20:25:37,709 - INFO - Top 3 acc (%): 77.9
|
| 1182 |
+
2024-05-30 20:25:37,709 - INFO - Top 5 acc (%): 83.29
|
| 1183 |
+
2024-05-30 20:25:37,709 - INFO - Top 10 acc (%): 88.5
|
| 1184 |
+
2024-05-30 20:26:03,233 - INFO - Split ID: 0
|
| 1185 |
+
2024-05-30 20:26:03,234 - INFO - Top 1 hit (%): 72.93
|
| 1186 |
+
2024-05-30 20:26:03,234 - INFO - Top 3 hit (%): 86.65
|
| 1187 |
+
2024-05-30 20:26:03,234 - INFO - Top 5 hit (%): 89.98
|
| 1188 |
+
2024-05-30 20:26:03,234 - INFO - Top 10 hit (%): 93.15
|
| 1189 |
+
2024-05-30 20:26:03,240 - INFO -
|
| 1190 |
+
Only Sphere2Vec-sphereC
|
| 1191 |
+
2024-05-30 20:26:03,240 - INFO - Model : model_inat_2018_Sphere2Vec-sphereC_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1192 |
+
2024-05-30 20:26:04,043 - INFO - (24343,)
|
| 1193 |
+
2024-05-30 20:26:24,151 - INFO - Split ID: 0
|
| 1194 |
+
2024-05-30 20:26:24,160 - INFO - Top 1 LocEnc acc (%): 4.81
|
| 1195 |
+
2024-05-30 20:26:24,161 - INFO - Top 3 LocEnc acc (%): 10.46
|
| 1196 |
+
2024-05-30 20:26:24,162 - INFO - Top 5 LocEnc acc (%): 14.82
|
| 1197 |
+
2024-05-30 20:26:24,163 - INFO - Top 10 LocEnc acc (%): 22.57
|