Upload data/model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.log with huggingface_hub
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data/model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.log
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| 1 |
+
2024-05-23 05:32:38,036 - INFO -
|
| 2 |
+
num_classes 8142
|
| 3 |
+
2024-05-23 05:32:38,036 - INFO - num train 436063
|
| 4 |
+
2024-05-23 05:32:38,036 - INFO - num val 24343
|
| 5 |
+
2024-05-23 05:32:38,036 - INFO - train loss full_loss
|
| 6 |
+
2024-05-23 05:32:38,036 - INFO - model name ../models/space2vec_grid/model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 7 |
+
2024-05-23 05:32:38,037 - INFO - num users 18643
|
| 8 |
+
2024-05-23 05:32:38,976 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-23 05:33:09,424 - INFO - [204800/436063] Loss : 1.1212
|
| 11 |
+
2024-05-23 05:33:17,312 - INFO - [262144/436063] Loss : 1.0361
|
| 12 |
+
2024-05-23 05:33:20,089 - INFO - Test loss : 0.2476
|
| 13 |
+
2024-05-23 05:33:20,090 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-23 05:33:48,853 - INFO - [204800/436063] Loss : 0.5766
|
| 16 |
+
2024-05-23 05:33:56,042 - INFO - [262144/436063] Loss : 0.5677
|
| 17 |
+
2024-05-23 05:33:59,213 - INFO - Test loss : 0.2012
|
| 18 |
+
2024-05-23 05:33:59,214 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-23 05:34:27,021 - INFO - [204800/436063] Loss : 0.4802
|
| 21 |
+
2024-05-23 05:34:34,643 - INFO - [262144/436063] Loss : 0.4795
|
| 22 |
+
2024-05-23 05:34:37,611 - INFO - Test loss : 0.1852
|
| 23 |
+
2024-05-23 05:34:37,611 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-23 05:35:06,149 - INFO - [204800/436063] Loss : 0.4398
|
| 26 |
+
2024-05-23 05:35:13,347 - INFO - [262144/436063] Loss : 0.4390
|
| 27 |
+
2024-05-23 05:35:16,041 - INFO - Test loss : 0.1881
|
| 28 |
+
2024-05-23 05:35:16,041 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-23 05:35:44,970 - INFO - [204800/436063] Loss : 0.4138
|
| 31 |
+
2024-05-23 05:35:51,735 - INFO - [262144/436063] Loss : 0.4148
|
| 32 |
+
2024-05-23 05:35:54,277 - INFO - Test loss : 0.1868
|
| 33 |
+
2024-05-23 05:35:54,278 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-23 05:36:20,959 - INFO - [204800/436063] Loss : 0.3962
|
| 36 |
+
2024-05-23 05:36:28,434 - INFO - [262144/436063] Loss : 0.3973
|
| 37 |
+
2024-05-23 05:36:30,978 - INFO - Test loss : 0.1967
|
| 38 |
+
2024-05-23 05:36:30,978 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-23 05:36:56,839 - INFO - [204800/436063] Loss : 0.3829
|
| 41 |
+
2024-05-23 05:37:03,523 - INFO - [262144/436063] Loss : 0.3835
|
| 42 |
+
2024-05-23 05:37:06,255 - INFO - Test loss : 0.2072
|
| 43 |
+
2024-05-23 05:37:06,255 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-23 05:37:32,965 - INFO - [204800/436063] Loss : 0.3708
|
| 46 |
+
2024-05-23 05:37:39,903 - INFO - [262144/436063] Loss : 0.3721
|
| 47 |
+
2024-05-23 05:37:42,556 - INFO - Test loss : 0.2102
|
| 48 |
+
2024-05-23 05:37:42,556 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-23 05:38:09,165 - INFO - [204800/436063] Loss : 0.3629
|
| 51 |
+
2024-05-23 05:38:16,168 - INFO - [262144/436063] Loss : 0.3637
|
| 52 |
+
2024-05-23 05:38:18,664 - INFO - Test loss : 0.2158
|
| 53 |
+
2024-05-23 05:38:18,664 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-23 05:38:46,007 - INFO - [204800/436063] Loss : 0.3556
|
| 56 |
+
2024-05-23 05:38:53,095 - INFO - [262144/436063] Loss : 0.3558
|
| 57 |
+
2024-05-23 05:38:55,843 - INFO - Test loss : 0.2321
|
| 58 |
+
2024-05-23 05:38:55,843 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-23 05:39:22,615 - INFO - [204800/436063] Loss : 0.3489
|
| 61 |
+
2024-05-23 05:39:30,097 - INFO - [262144/436063] Loss : 0.3505
|
| 62 |
+
2024-05-23 05:39:32,857 - INFO - Test loss : 0.2277
|
| 63 |
+
2024-05-23 05:39:33,563 - INFO - (24343,)
|
| 64 |
+
2024-05-23 05:39:54,106 - INFO - Split ID: 0
|
| 65 |
+
2024-05-23 05:39:54,115 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.59
|
| 66 |
+
2024-05-23 05:39:54,116 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 4.43
|
| 67 |
+
2024-05-23 05:39:54,117 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 7.08
|
| 68 |
+
2024-05-23 05:39:54,118 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 12.34
|
| 69 |
+
2024-05-23 05:39:54,218 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-23 05:39:54,432 - INFO - (24426,)
|
| 72 |
+
2024-05-23 05:40:04,072 - INFO - Split ID: 0
|
| 73 |
+
2024-05-23 05:40:04,072 - INFO - Top 1 (Epoch 10)acc (%): 60.2
|
| 74 |
+
2024-05-23 05:40:04,072 - INFO - Top 3 (Epoch 10)acc (%): 77.9
|
| 75 |
+
2024-05-23 05:40:04,072 - INFO - Top 5 (Epoch 10)acc (%): 83.29
|
| 76 |
+
2024-05-23 05:40:04,072 - INFO - Top 10 (Epoch 10)acc (%): 88.5
|
| 77 |
+
2024-05-23 05:40:33,999 - INFO - Split ID: 0
|
| 78 |
+
2024-05-23 05:40:33,999 - INFO - Top 1 (Epoch 10)acc (%): 72.64
|
| 79 |
+
2024-05-23 05:40:33,999 - INFO - Top 3 (Epoch 10)acc (%): 87.13
|
| 80 |
+
2024-05-23 05:40:33,999 - INFO - Top 5 (Epoch 10)acc (%): 90.68
|
| 81 |
+
2024-05-23 05:40:33,999 - INFO - Top 10 (Epoch 10)acc (%): 93.9
|
| 82 |
+
2024-05-23 05:40:34,000 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-23 05:41:00,650 - INFO - [204800/436063] Loss : 0.3429
|
| 85 |
+
2024-05-23 05:41:07,549 - INFO - [262144/436063] Loss : 0.3438
|
| 86 |
+
2024-05-23 05:41:10,106 - INFO - Test loss : 0.2411
|
| 87 |
+
2024-05-23 05:41:10,106 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-23 05:41:36,903 - INFO - [204800/436063] Loss : 0.3382
|
| 90 |
+
2024-05-23 05:41:43,738 - INFO - [262144/436063] Loss : 0.3395
|
| 91 |
+
2024-05-23 05:41:46,196 - INFO - Test loss : 0.2388
|
| 92 |
+
2024-05-23 05:41:46,196 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-23 05:42:12,803 - INFO - [204800/436063] Loss : 0.3343
|
| 95 |
+
2024-05-23 05:42:20,440 - INFO - [262144/436063] Loss : 0.3351
|
| 96 |
+
2024-05-23 05:42:22,979 - INFO - Test loss : 0.2510
|
| 97 |
+
2024-05-23 05:42:22,979 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-23 05:42:49,782 - INFO - [204800/436063] Loss : 0.3292
|
| 100 |
+
2024-05-23 05:42:57,008 - INFO - [262144/436063] Loss : 0.3304
|
| 101 |
+
2024-05-23 05:42:59,922 - INFO - Test loss : 0.2415
|
| 102 |
+
2024-05-23 05:42:59,922 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-23 05:43:26,544 - INFO - [204800/436063] Loss : 0.3253
|
| 105 |
+
2024-05-23 05:43:33,638 - INFO - [262144/436063] Loss : 0.3268
|
| 106 |
+
2024-05-23 05:43:36,175 - INFO - Test loss : 0.2469
|
| 107 |
+
2024-05-23 05:43:36,176 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-23 05:44:02,397 - INFO - [204800/436063] Loss : 0.3220
|
| 110 |
+
2024-05-23 05:44:09,172 - INFO - [262144/436063] Loss : 0.3234
|
| 111 |
+
2024-05-23 05:44:11,672 - INFO - Test loss : 0.2457
|
| 112 |
+
2024-05-23 05:44:11,673 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-23 05:44:39,064 - INFO - [204800/436063] Loss : 0.3186
|
| 115 |
+
2024-05-23 05:44:46,604 - INFO - [262144/436063] Loss : 0.3199
|
| 116 |
+
2024-05-23 05:44:49,714 - INFO - Test loss : 0.2599
|
| 117 |
+
2024-05-23 05:44:49,714 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-23 05:45:18,186 - INFO - [204800/436063] Loss : 0.3156
|
| 120 |
+
2024-05-23 05:45:24,952 - INFO - [262144/436063] Loss : 0.3167
|
| 121 |
+
2024-05-23 05:45:27,605 - INFO - Test loss : 0.2643
|
| 122 |
+
2024-05-23 05:45:27,605 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-23 05:45:55,661 - INFO - [204800/436063] Loss : 0.3135
|
| 125 |
+
2024-05-23 05:46:02,502 - INFO - [262144/436063] Loss : 0.3145
|
| 126 |
+
2024-05-23 05:46:05,336 - INFO - Test loss : 0.2652
|
| 127 |
+
2024-05-23 05:46:05,336 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-23 05:46:32,027 - INFO - [204800/436063] Loss : 0.3110
|
| 130 |
+
2024-05-23 05:46:38,750 - INFO - [262144/436063] Loss : 0.3121
|
| 131 |
+
2024-05-23 05:46:41,262 - INFO - Test loss : 0.2776
|
| 132 |
+
2024-05-23 05:46:41,918 - INFO - (24343,)
|
| 133 |
+
2024-05-23 05:47:02,505 - INFO - Split ID: 0
|
| 134 |
+
2024-05-23 05:47:02,514 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.27
|
| 135 |
+
2024-05-23 05:47:02,515 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 5.93
|
| 136 |
+
2024-05-23 05:47:02,516 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 9.08
|
| 137 |
+
2024-05-23 05:47:02,517 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 15.54
|
| 138 |
+
2024-05-23 05:47:02,626 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-23 05:47:02,860 - INFO - (24426,)
|
| 141 |
+
2024-05-23 05:47:12,503 - INFO - Split ID: 0
|
| 142 |
+
2024-05-23 05:47:12,503 - INFO - Top 1 (Epoch 20)acc (%): 60.2
|
| 143 |
+
2024-05-23 05:47:12,503 - INFO - Top 3 (Epoch 20)acc (%): 77.9
|
| 144 |
+
2024-05-23 05:47:12,503 - INFO - Top 5 (Epoch 20)acc (%): 83.29
|
| 145 |
+
2024-05-23 05:47:12,503 - INFO - Top 10 (Epoch 20)acc (%): 88.5
|
| 146 |
+
2024-05-23 05:47:40,595 - INFO - Split ID: 0
|
| 147 |
+
2024-05-23 05:47:40,595 - INFO - Top 1 (Epoch 20)acc (%): 72.84
|
| 148 |
+
2024-05-23 05:47:40,595 - INFO - Top 3 (Epoch 20)acc (%): 87.19
|
| 149 |
+
2024-05-23 05:47:40,595 - INFO - Top 5 (Epoch 20)acc (%): 90.61
|
| 150 |
+
2024-05-23 05:47:40,595 - INFO - Top 10 (Epoch 20)acc (%): 93.84
|
| 151 |
+
2024-05-23 05:47:40,595 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-23 05:48:06,944 - INFO - [204800/436063] Loss : 0.3080
|
| 154 |
+
2024-05-23 05:48:13,877 - INFO - [262144/436063] Loss : 0.3092
|
| 155 |
+
2024-05-23 05:48:16,338 - INFO - Test loss : 0.2837
|
| 156 |
+
2024-05-23 05:48:16,339 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-23 05:48:43,773 - INFO - [204800/436063] Loss : 0.3057
|
| 159 |
+
2024-05-23 05:48:50,882 - INFO - [262144/436063] Loss : 0.3070
|
| 160 |
+
2024-05-23 05:48:53,540 - INFO - Test loss : 0.2748
|
| 161 |
+
2024-05-23 05:48:53,540 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-23 05:49:22,125 - INFO - [204800/436063] Loss : 0.3032
|
| 164 |
+
2024-05-23 05:49:29,354 - INFO - [262144/436063] Loss : 0.3043
|
| 165 |
+
2024-05-23 05:49:32,110 - INFO - Test loss : 0.2850
|
| 166 |
+
2024-05-23 05:49:32,110 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-23 05:50:01,249 - INFO - [204800/436063] Loss : 0.3026
|
| 169 |
+
2024-05-23 05:50:08,635 - INFO - [262144/436063] Loss : 0.3036
|
| 170 |
+
2024-05-23 05:50:11,269 - INFO - Test loss : 0.3011
|
| 171 |
+
2024-05-23 05:50:11,269 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-23 05:50:39,605 - INFO - [204800/436063] Loss : 0.2990
|
| 174 |
+
2024-05-23 05:50:46,553 - INFO - [262144/436063] Loss : 0.3000
|
| 175 |
+
2024-05-23 05:50:49,718 - INFO - Test loss : 0.2937
|
| 176 |
+
2024-05-23 05:50:49,718 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-23 05:51:19,015 - INFO - [204800/436063] Loss : 0.2978
|
| 179 |
+
2024-05-23 05:51:26,420 - INFO - [262144/436063] Loss : 0.2989
|
| 180 |
+
2024-05-23 05:51:29,128 - INFO - Test loss : 0.3055
|
| 181 |
+
2024-05-23 05:51:29,128 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-23 05:51:57,573 - INFO - [204800/436063] Loss : 0.2965
|
| 184 |
+
2024-05-23 05:52:05,529 - INFO - [262144/436063] Loss : 0.2973
|
| 185 |
+
2024-05-23 05:52:08,328 - INFO - Test loss : 0.3043
|
| 186 |
+
2024-05-23 05:52:08,328 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-23 05:52:36,240 - INFO - [204800/436063] Loss : 0.2944
|
| 189 |
+
2024-05-23 05:52:43,060 - INFO - [262144/436063] Loss : 0.2956
|
| 190 |
+
2024-05-23 05:52:45,816 - INFO - Test loss : 0.3125
|
| 191 |
+
2024-05-23 05:52:45,816 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-23 05:53:26,604 - INFO - [204800/436063] Loss : 0.2924
|
| 194 |
+
2024-05-23 05:53:37,679 - INFO - [262144/436063] Loss : 0.2938
|
| 195 |
+
2024-05-23 05:53:41,881 - INFO - Test loss : 0.3090
|
| 196 |
+
2024-05-23 05:53:41,881 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-23 05:54:22,428 - INFO - [204800/436063] Loss : 0.2912
|
| 199 |
+
2024-05-23 05:54:33,469 - INFO - [262144/436063] Loss : 0.2922
|
| 200 |
+
2024-05-23 05:54:37,703 - INFO - Test loss : 0.3120
|
| 201 |
+
2024-05-23 05:54:38,378 - INFO - (24343,)
|
| 202 |
+
2024-05-23 05:54:58,914 - INFO - Split ID: 0
|
| 203 |
+
2024-05-23 05:54:58,924 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 2.88
|
| 204 |
+
2024-05-23 05:54:58,924 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 7.01
|
| 205 |
+
2024-05-23 05:54:58,925 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 10.62
|
| 206 |
+
2024-05-23 05:54:58,926 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 17.42
|
| 207 |
+
2024-05-23 05:54:59,027 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-23 05:54:59,244 - INFO - (24426,)
|
| 210 |
+
2024-05-23 05:55:08,869 - INFO - Split ID: 0
|
| 211 |
+
2024-05-23 05:55:08,870 - INFO - Top 1 (Epoch 30)acc (%): 60.2
|
| 212 |
+
2024-05-23 05:55:08,871 - INFO - Top 3 (Epoch 30)acc (%): 77.9
|
| 213 |
+
2024-05-23 05:55:08,871 - INFO - Top 5 (Epoch 30)acc (%): 83.29
|
| 214 |
+
2024-05-23 05:55:08,871 - INFO - Top 10 (Epoch 30)acc (%): 88.5
|
| 215 |
+
2024-05-23 05:55:59,139 - INFO - Split ID: 0
|
| 216 |
+
2024-05-23 05:55:59,140 - INFO - Top 1 (Epoch 30)acc (%): 72.94
|
| 217 |
+
2024-05-23 05:55:59,140 - INFO - Top 3 (Epoch 30)acc (%): 87.16
|
| 218 |
+
2024-05-23 05:55:59,140 - INFO - Top 5 (Epoch 30)acc (%): 90.51
|
| 219 |
+
2024-05-23 05:55:59,140 - INFO - Top 10 (Epoch 30)acc (%): 93.74
|
| 220 |
+
2024-05-23 05:55:59,140 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-23 05:56:51,490 - INFO - [204800/436063] Loss : 0.2902
|
| 223 |
+
2024-05-23 05:57:05,021 - INFO - [262144/436063] Loss : 0.2909
|
| 224 |
+
2024-05-23 05:57:10,391 - INFO - Test loss : 0.3356
|
| 225 |
+
2024-05-23 05:57:10,391 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-23 05:58:01,783 - INFO - [204800/436063] Loss : 0.2880
|
| 228 |
+
2024-05-23 05:58:14,540 - INFO - [262144/436063] Loss : 0.2888
|
| 229 |
+
2024-05-23 05:58:20,035 - INFO - Test loss : 0.3137
|
| 230 |
+
2024-05-23 05:58:20,035 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-23 05:59:10,669 - INFO - [204800/436063] Loss : 0.2868
|
| 233 |
+
2024-05-23 05:59:23,395 - INFO - [262144/436063] Loss : 0.2883
|
| 234 |
+
2024-05-23 05:59:28,831 - INFO - Test loss : 0.3155
|
| 235 |
+
2024-05-23 05:59:28,831 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-23 06:00:20,739 - INFO - [204800/436063] Loss : 0.2864
|
| 238 |
+
2024-05-23 06:00:34,139 - INFO - [262144/436063] Loss : 0.2874
|
| 239 |
+
2024-05-23 06:00:38,765 - INFO - Test loss : 0.3280
|
| 240 |
+
2024-05-23 06:00:38,765 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-23 06:01:29,415 - INFO - [204800/436063] Loss : 0.2845
|
| 243 |
+
2024-05-23 06:01:43,827 - INFO - [262144/436063] Loss : 0.2854
|
| 244 |
+
2024-05-23 06:01:49,364 - INFO - Test loss : 0.3337
|
| 245 |
+
2024-05-23 06:01:49,364 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-23 06:02:39,119 - INFO - [204800/436063] Loss : 0.2839
|
| 248 |
+
2024-05-23 06:02:52,740 - INFO - [262144/436063] Loss : 0.2848
|
| 249 |
+
2024-05-23 06:02:57,592 - INFO - Test loss : 0.3352
|
| 250 |
+
2024-05-23 06:02:57,592 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-23 06:03:50,089 - INFO - [204800/436063] Loss : 0.2823
|
| 253 |
+
2024-05-23 06:04:03,674 - INFO - [262144/436063] Loss : 0.2829
|
| 254 |
+
2024-05-23 06:04:08,635 - INFO - Test loss : 0.3521
|
| 255 |
+
2024-05-23 06:04:08,636 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-23 06:05:00,680 - INFO - [204800/436063] Loss : 0.2814
|
| 258 |
+
2024-05-23 06:05:13,938 - INFO - [262144/436063] Loss : 0.2818
|
| 259 |
+
2024-05-23 06:05:18,945 - INFO - Test loss : 0.3494
|
| 260 |
+
2024-05-23 06:05:18,946 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-23 06:06:08,693 - INFO - [204800/436063] Loss : 0.2807
|
| 263 |
+
2024-05-23 06:06:22,882 - INFO - [262144/436063] Loss : 0.2813
|
| 264 |
+
2024-05-23 06:06:28,520 - INFO - Test loss : 0.3510
|
| 265 |
+
2024-05-23 06:06:28,520 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-23 06:07:18,836 - INFO - [204800/436063] Loss : 0.2792
|
| 268 |
+
2024-05-23 06:07:32,254 - INFO - [262144/436063] Loss : 0.2800
|
| 269 |
+
2024-05-23 06:07:36,876 - INFO - Test loss : 0.3501
|
| 270 |
+
2024-05-23 06:07:37,604 - INFO - (24343,)
|
| 271 |
+
2024-05-23 06:07:58,108 - INFO - Split ID: 0
|
| 272 |
+
2024-05-23 06:07:58,117 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 2.98
|
| 273 |
+
2024-05-23 06:07:58,118 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 7.48
|
| 274 |
+
2024-05-23 06:07:58,119 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 11.11
|
| 275 |
+
2024-05-23 06:07:58,119 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 18.35
|
| 276 |
+
2024-05-23 06:07:58,224 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-23 06:07:58,450 - INFO - (24426,)
|
| 279 |
+
2024-05-23 06:08:08,081 - INFO - Split ID: 0
|
| 280 |
+
2024-05-23 06:08:08,081 - INFO - Top 1 (Epoch 40)acc (%): 60.2
|
| 281 |
+
2024-05-23 06:08:08,081 - INFO - Top 3 (Epoch 40)acc (%): 77.9
|
| 282 |
+
2024-05-23 06:08:08,081 - INFO - Top 5 (Epoch 40)acc (%): 83.29
|
| 283 |
+
2024-05-23 06:08:08,081 - INFO - Top 10 (Epoch 40)acc (%): 88.5
|
| 284 |
+
2024-05-23 06:08:58,254 - INFO - Split ID: 0
|
| 285 |
+
2024-05-23 06:08:58,254 - INFO - Top 1 (Epoch 40)acc (%): 72.94
|
| 286 |
+
2024-05-23 06:08:58,254 - INFO - Top 3 (Epoch 40)acc (%): 87.15
|
| 287 |
+
2024-05-23 06:08:58,255 - INFO - Top 5 (Epoch 40)acc (%): 90.52
|
| 288 |
+
2024-05-23 06:08:58,255 - INFO - Top 10 (Epoch 40)acc (%): 93.68
|
| 289 |
+
2024-05-23 06:08:58,255 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-23 06:09:50,745 - INFO - [204800/436063] Loss : 0.2782
|
| 292 |
+
2024-05-23 06:10:04,832 - INFO - [262144/436063] Loss : 0.2792
|
| 293 |
+
2024-05-23 06:10:10,411 - INFO - Test loss : 0.3579
|
| 294 |
+
2024-05-23 06:10:10,411 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-23 06:11:02,655 - INFO - [204800/436063] Loss : 0.2780
|
| 297 |
+
2024-05-23 06:11:16,700 - INFO - [262144/436063] Loss : 0.2789
|
| 298 |
+
2024-05-23 06:11:21,988 - INFO - Test loss : 0.3540
|
| 299 |
+
2024-05-23 06:11:21,988 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-23 06:12:14,373 - INFO - [204800/436063] Loss : 0.2770
|
| 302 |
+
2024-05-23 06:12:27,142 - INFO - [262144/436063] Loss : 0.2779
|
| 303 |
+
2024-05-23 06:12:32,538 - INFO - Test loss : 0.3522
|
| 304 |
+
2024-05-23 06:12:32,538 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-23 06:13:23,796 - INFO - [204800/436063] Loss : 0.2754
|
| 307 |
+
2024-05-23 06:13:37,609 - INFO - [262144/436063] Loss : 0.2762
|
| 308 |
+
2024-05-23 06:13:42,434 - INFO - Test loss : 0.3580
|
| 309 |
+
2024-05-23 06:13:42,434 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-23 06:14:32,888 - INFO - [204800/436063] Loss : 0.2747
|
| 312 |
+
2024-05-23 06:14:46,222 - INFO - [262144/436063] Loss : 0.2755
|
| 313 |
+
2024-05-23 06:14:51,946 - INFO - Test loss : 0.3681
|
| 314 |
+
2024-05-23 06:14:51,946 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-23 06:15:41,850 - INFO - [204800/436063] Loss : 0.2738
|
| 317 |
+
2024-05-23 06:15:54,717 - INFO - [262144/436063] Loss : 0.2749
|
| 318 |
+
2024-05-23 06:15:59,804 - INFO - Test loss : 0.3604
|
| 319 |
+
2024-05-23 06:15:59,804 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-23 06:16:50,874 - INFO - [204800/436063] Loss : 0.2731
|
| 322 |
+
2024-05-23 06:17:04,516 - INFO - [262144/436063] Loss : 0.2738
|
| 323 |
+
2024-05-23 06:17:10,019 - INFO - Test loss : 0.3727
|
| 324 |
+
2024-05-23 06:17:10,020 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-23 06:18:00,901 - INFO - [204800/436063] Loss : 0.2719
|
| 327 |
+
2024-05-23 06:18:15,483 - INFO - [262144/436063] Loss : 0.2728
|
| 328 |
+
2024-05-23 06:18:20,766 - INFO - Test loss : 0.3884
|
| 329 |
+
2024-05-23 06:18:20,766 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-23 06:19:12,540 - INFO - [204800/436063] Loss : 0.2716
|
| 332 |
+
2024-05-23 06:19:26,222 - INFO - [262144/436063] Loss : 0.2720
|
| 333 |
+
2024-05-23 06:19:31,131 - INFO - Test loss : 0.3862
|
| 334 |
+
2024-05-23 06:19:31,131 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-23 06:20:23,060 - INFO - [204800/436063] Loss : 0.2706
|
| 337 |
+
2024-05-23 06:20:35,436 - INFO - [262144/436063] Loss : 0.2712
|
| 338 |
+
2024-05-23 06:20:40,439 - INFO - Test loss : 0.3867
|
| 339 |
+
2024-05-23 06:20:41,159 - INFO - (24343,)
|
| 340 |
+
2024-05-23 06:21:01,712 - INFO - Split ID: 0
|
| 341 |
+
2024-05-23 06:21:01,721 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 3.38
|
| 342 |
+
2024-05-23 06:21:01,722 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 8.13
|
| 343 |
+
2024-05-23 06:21:01,723 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 12.21
|
| 344 |
+
2024-05-23 06:21:01,723 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 19.72
|
| 345 |
+
2024-05-23 06:21:01,833 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-23 06:21:02,061 - INFO - (24426,)
|
| 348 |
+
2024-05-23 06:21:11,740 - INFO - Split ID: 0
|
| 349 |
+
2024-05-23 06:21:11,740 - INFO - Top 1 (Epoch 50)acc (%): 60.2
|
| 350 |
+
2024-05-23 06:21:11,740 - INFO - Top 3 (Epoch 50)acc (%): 77.9
|
| 351 |
+
2024-05-23 06:21:11,740 - INFO - Top 5 (Epoch 50)acc (%): 83.29
|
| 352 |
+
2024-05-23 06:21:11,740 - INFO - Top 10 (Epoch 50)acc (%): 88.5
|
| 353 |
+
2024-05-23 06:22:02,803 - INFO - Split ID: 0
|
| 354 |
+
2024-05-23 06:22:02,803 - INFO - Top 1 (Epoch 50)acc (%): 73.04
|
| 355 |
+
2024-05-23 06:22:02,803 - INFO - Top 3 (Epoch 50)acc (%): 87.08
|
| 356 |
+
2024-05-23 06:22:02,803 - INFO - Top 5 (Epoch 50)acc (%): 90.44
|
| 357 |
+
2024-05-23 06:22:02,803 - INFO - Top 10 (Epoch 50)acc (%): 93.56
|
| 358 |
+
2024-05-23 06:22:02,804 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-23 06:22:53,093 - INFO - [204800/436063] Loss : 0.2694
|
| 361 |
+
2024-05-23 06:23:07,158 - INFO - [262144/436063] Loss : 0.2704
|
| 362 |
+
2024-05-23 06:23:12,230 - INFO - Test loss : 0.3792
|
| 363 |
+
2024-05-23 06:23:12,230 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-23 06:24:04,508 - INFO - [204800/436063] Loss : 0.2696
|
| 366 |
+
2024-05-23 06:24:17,541 - INFO - [262144/436063] Loss : 0.2703
|
| 367 |
+
2024-05-23 06:24:22,831 - INFO - Test loss : 0.3968
|
| 368 |
+
2024-05-23 06:24:22,832 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-23 06:25:16,492 - INFO - [204800/436063] Loss : 0.2682
|
| 371 |
+
2024-05-23 06:25:29,936 - INFO - [262144/436063] Loss : 0.2689
|
| 372 |
+
2024-05-23 06:25:35,018 - INFO - Test loss : 0.3882
|
| 373 |
+
2024-05-23 06:25:35,018 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-23 06:26:27,551 - INFO - [204800/436063] Loss : 0.2677
|
| 376 |
+
2024-05-23 06:26:41,266 - INFO - [262144/436063] Loss : 0.2682
|
| 377 |
+
2024-05-23 06:26:46,778 - INFO - Test loss : 0.3907
|
| 378 |
+
2024-05-23 06:26:46,778 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-23 06:27:39,069 - INFO - [204800/436063] Loss : 0.2666
|
| 381 |
+
2024-05-23 06:27:52,432 - INFO - [262144/436063] Loss : 0.2675
|
| 382 |
+
2024-05-23 06:27:57,215 - INFO - Test loss : 0.3924
|
| 383 |
+
2024-05-23 06:27:57,215 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-23 06:28:49,060 - INFO - [204800/436063] Loss : 0.2661
|
| 386 |
+
2024-05-23 06:29:02,600 - INFO - [262144/436063] Loss : 0.2666
|
| 387 |
+
2024-05-23 06:29:07,507 - INFO - Test loss : 0.4021
|
| 388 |
+
2024-05-23 06:29:07,507 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-23 06:29:58,992 - INFO - [204800/436063] Loss : 0.2659
|
| 391 |
+
2024-05-23 06:30:12,026 - INFO - [262144/436063] Loss : 0.2666
|
| 392 |
+
2024-05-23 06:30:17,584 - INFO - Test loss : 0.4034
|
| 393 |
+
2024-05-23 06:30:17,584 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-23 06:31:09,088 - INFO - [204800/436063] Loss : 0.2645
|
| 396 |
+
2024-05-23 06:31:19,939 - INFO - [262144/436063] Loss : 0.2651
|
| 397 |
+
2024-05-23 06:31:24,554 - INFO - Test loss : 0.4077
|
| 398 |
+
2024-05-23 06:31:24,555 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-23 06:32:09,855 - INFO - [204800/436063] Loss : 0.2649
|
| 401 |
+
2024-05-23 06:32:21,267 - INFO - [262144/436063] Loss : 0.2653
|
| 402 |
+
2024-05-23 06:32:25,757 - INFO - Test loss : 0.4071
|
| 403 |
+
2024-05-23 06:32:25,757 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-23 06:33:09,530 - INFO - [204800/436063] Loss : 0.2630
|
| 406 |
+
2024-05-23 06:33:18,870 - INFO - [262144/436063] Loss : 0.2639
|
| 407 |
+
2024-05-23 06:33:24,162 - INFO - Test loss : 0.4045
|
| 408 |
+
2024-05-23 06:33:24,888 - INFO - (24343,)
|
| 409 |
+
2024-05-23 06:33:45,470 - INFO - Split ID: 0
|
| 410 |
+
2024-05-23 06:33:45,480 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 3.8
|
| 411 |
+
2024-05-23 06:33:45,481 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 9.0
|
| 412 |
+
2024-05-23 06:33:45,481 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 13.02
|
| 413 |
+
2024-05-23 06:33:45,482 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 20.64
|
| 414 |
+
2024-05-23 06:33:45,590 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-23 06:33:45,817 - INFO - (24426,)
|
| 417 |
+
2024-05-23 06:33:55,501 - INFO - Split ID: 0
|
| 418 |
+
2024-05-23 06:33:55,501 - INFO - Top 1 (Epoch 60)acc (%): 60.2
|
| 419 |
+
2024-05-23 06:33:55,501 - INFO - Top 3 (Epoch 60)acc (%): 77.9
|
| 420 |
+
2024-05-23 06:33:55,501 - INFO - Top 5 (Epoch 60)acc (%): 83.29
|
| 421 |
+
2024-05-23 06:33:55,501 - INFO - Top 10 (Epoch 60)acc (%): 88.5
|
| 422 |
+
2024-05-23 06:34:49,730 - INFO - Split ID: 0
|
| 423 |
+
2024-05-23 06:34:49,730 - INFO - Top 1 (Epoch 60)acc (%): 73.03
|
| 424 |
+
2024-05-23 06:34:49,730 - INFO - Top 3 (Epoch 60)acc (%): 86.94
|
| 425 |
+
2024-05-23 06:34:49,730 - INFO - Top 5 (Epoch 60)acc (%): 90.43
|
| 426 |
+
2024-05-23 06:34:49,730 - INFO - Top 10 (Epoch 60)acc (%): 93.48
|
| 427 |
+
2024-05-23 06:34:49,731 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-23 06:35:46,626 - INFO - [204800/436063] Loss : 0.2631
|
| 430 |
+
2024-05-23 06:36:00,787 - INFO - [262144/436063] Loss : 0.2634
|
| 431 |
+
2024-05-23 06:36:06,587 - INFO - Test loss : 0.4228
|
| 432 |
+
2024-05-23 06:36:06,587 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-23 06:37:02,842 - INFO - [204800/436063] Loss : 0.2629
|
| 435 |
+
2024-05-23 06:37:17,096 - INFO - [262144/436063] Loss : 0.2632
|
| 436 |
+
2024-05-23 06:37:23,265 - INFO - Test loss : 0.4132
|
| 437 |
+
2024-05-23 06:37:23,265 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-23 06:38:19,866 - INFO - [204800/436063] Loss : 0.2614
|
| 440 |
+
2024-05-23 06:38:34,466 - INFO - [262144/436063] Loss : 0.2625
|
| 441 |
+
2024-05-23 06:38:39,981 - INFO - Test loss : 0.4119
|
| 442 |
+
2024-05-23 06:38:39,982 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-23 06:39:35,894 - INFO - [204800/436063] Loss : 0.2616
|
| 445 |
+
2024-05-23 06:39:50,468 - INFO - [262144/436063] Loss : 0.2619
|
| 446 |
+
2024-05-23 06:39:56,816 - INFO - Test loss : 0.4061
|
| 447 |
+
2024-05-23 06:39:56,816 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-23 06:40:53,580 - INFO - [204800/436063] Loss : 0.2605
|
| 450 |
+
2024-05-23 06:41:08,347 - INFO - [262144/436063] Loss : 0.2612
|
| 451 |
+
2024-05-23 06:41:14,545 - INFO - Test loss : 0.4170
|
| 452 |
+
2024-05-23 06:41:14,545 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-23 06:42:10,958 - INFO - [204800/436063] Loss : 0.2601
|
| 455 |
+
2024-05-23 06:42:25,814 - INFO - [262144/436063] Loss : 0.2609
|
| 456 |
+
2024-05-23 06:42:31,983 - INFO - Test loss : 0.4189
|
| 457 |
+
2024-05-23 06:42:31,983 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-23 06:43:28,712 - INFO - [204800/436063] Loss : 0.2601
|
| 460 |
+
2024-05-23 06:43:43,225 - INFO - [262144/436063] Loss : 0.2603
|
| 461 |
+
2024-05-23 06:43:49,510 - INFO - Test loss : 0.4320
|
| 462 |
+
2024-05-23 06:43:49,510 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-23 06:44:46,252 - INFO - [204800/436063] Loss : 0.2589
|
| 465 |
+
2024-05-23 06:45:00,597 - INFO - [262144/436063] Loss : 0.2599
|
| 466 |
+
2024-05-23 06:45:06,064 - INFO - Test loss : 0.4146
|
| 467 |
+
2024-05-23 06:45:06,064 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-23 06:46:02,159 - INFO - [204800/436063] Loss : 0.2591
|
| 470 |
+
2024-05-23 06:46:16,781 - INFO - [262144/436063] Loss : 0.2599
|
| 471 |
+
2024-05-23 06:46:22,734 - INFO - Test loss : 0.4208
|
| 472 |
+
2024-05-23 06:46:22,734 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-23 06:47:18,830 - INFO - [204800/436063] Loss : 0.2580
|
| 475 |
+
2024-05-23 06:47:33,147 - INFO - [262144/436063] Loss : 0.2588
|
| 476 |
+
2024-05-23 06:47:39,101 - INFO - Test loss : 0.4272
|
| 477 |
+
2024-05-23 06:47:39,828 - INFO - (24343,)
|
| 478 |
+
2024-05-23 06:48:00,474 - INFO - Split ID: 0
|
| 479 |
+
2024-05-23 06:48:00,483 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 4.01
|
| 480 |
+
2024-05-23 06:48:00,484 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 9.23
|
| 481 |
+
2024-05-23 06:48:00,485 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 13.42
|
| 482 |
+
2024-05-23 06:48:00,486 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 21.0
|
| 483 |
+
2024-05-23 06:48:00,596 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-23 06:48:00,829 - INFO - (24426,)
|
| 486 |
+
2024-05-23 06:48:10,518 - INFO - Split ID: 0
|
| 487 |
+
2024-05-23 06:48:10,519 - INFO - Top 1 (Epoch 70)acc (%): 60.2
|
| 488 |
+
2024-05-23 06:48:10,519 - INFO - Top 3 (Epoch 70)acc (%): 77.9
|
| 489 |
+
2024-05-23 06:48:10,519 - INFO - Top 5 (Epoch 70)acc (%): 83.29
|
| 490 |
+
2024-05-23 06:48:10,519 - INFO - Top 10 (Epoch 70)acc (%): 88.5
|
| 491 |
+
2024-05-23 06:49:04,296 - INFO - Split ID: 0
|
| 492 |
+
2024-05-23 06:49:04,297 - INFO - Top 1 (Epoch 70)acc (%): 73.07
|
| 493 |
+
2024-05-23 06:49:04,297 - INFO - Top 3 (Epoch 70)acc (%): 86.84
|
| 494 |
+
2024-05-23 06:49:04,297 - INFO - Top 5 (Epoch 70)acc (%): 90.33
|
| 495 |
+
2024-05-23 06:49:04,297 - INFO - Top 10 (Epoch 70)acc (%): 93.44
|
| 496 |
+
2024-05-23 06:49:04,297 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-23 06:50:00,533 - INFO - [204800/436063] Loss : 0.2576
|
| 499 |
+
2024-05-23 06:50:15,481 - INFO - [262144/436063] Loss : 0.2584
|
| 500 |
+
2024-05-23 06:50:21,449 - INFO - Test loss : 0.4294
|
| 501 |
+
2024-05-23 06:50:21,449 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-23 06:51:17,146 - INFO - [204800/436063] Loss : 0.2569
|
| 504 |
+
2024-05-23 06:51:31,420 - INFO - [262144/436063] Loss : 0.2576
|
| 505 |
+
2024-05-23 06:51:37,154 - INFO - Test loss : 0.4235
|
| 506 |
+
2024-05-23 06:51:37,154 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-23 06:52:34,067 - INFO - [204800/436063] Loss : 0.2566
|
| 509 |
+
2024-05-23 06:52:48,995 - INFO - [262144/436063] Loss : 0.2572
|
| 510 |
+
2024-05-23 06:52:55,047 - INFO - Test loss : 0.4322
|
| 511 |
+
2024-05-23 06:52:55,048 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-23 06:53:51,495 - INFO - [204800/436063] Loss : 0.2565
|
| 514 |
+
2024-05-23 06:54:06,498 - INFO - [262144/436063] Loss : 0.2572
|
| 515 |
+
2024-05-23 06:54:12,448 - INFO - Test loss : 0.4395
|
| 516 |
+
2024-05-23 06:54:12,448 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-23 06:55:07,139 - INFO - [204800/436063] Loss : 0.2557
|
| 519 |
+
2024-05-23 06:55:20,684 - INFO - [262144/436063] Loss : 0.2560
|
| 520 |
+
2024-05-23 06:55:25,730 - INFO - Test loss : 0.4454
|
| 521 |
+
2024-05-23 06:55:25,730 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-23 06:56:15,942 - INFO - [204800/436063] Loss : 0.2554
|
| 524 |
+
2024-05-23 06:56:29,938 - INFO - [262144/436063] Loss : 0.2559
|
| 525 |
+
2024-05-23 06:56:35,450 - INFO - Test loss : 0.4328
|
| 526 |
+
2024-05-23 06:56:35,450 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-23 06:57:26,005 - INFO - [204800/436063] Loss : 0.2554
|
| 529 |
+
2024-05-23 06:57:39,441 - INFO - [262144/436063] Loss : 0.2557
|
| 530 |
+
2024-05-23 06:57:44,408 - INFO - Test loss : 0.4421
|
| 531 |
+
2024-05-23 06:57:44,408 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-23 06:58:36,540 - INFO - [204800/436063] Loss : 0.2546
|
| 534 |
+
2024-05-23 06:58:49,836 - INFO - [262144/436063] Loss : 0.2550
|
| 535 |
+
2024-05-23 06:58:55,015 - INFO - Test loss : 0.4456
|
| 536 |
+
2024-05-23 06:58:55,015 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-23 06:59:44,554 - INFO - [204800/436063] Loss : 0.2541
|
| 539 |
+
2024-05-23 06:59:58,128 - INFO - [262144/436063] Loss : 0.2546
|
| 540 |
+
2024-05-23 07:00:03,709 - INFO - Test loss : 0.4569
|
| 541 |
+
2024-05-23 07:00:03,710 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-23 07:00:54,351 - INFO - [204800/436063] Loss : 0.2538
|
| 544 |
+
2024-05-23 07:01:07,608 - INFO - [262144/436063] Loss : 0.2544
|
| 545 |
+
2024-05-23 07:01:12,587 - INFO - Test loss : 0.4421
|
| 546 |
+
2024-05-23 07:01:13,322 - INFO - (24343,)
|
| 547 |
+
2024-05-23 07:01:33,908 - INFO - Split ID: 0
|
| 548 |
+
2024-05-23 07:01:33,917 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 4.04
|
| 549 |
+
2024-05-23 07:01:33,918 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 9.54
|
| 550 |
+
2024-05-23 07:01:33,919 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 13.7
|
| 551 |
+
2024-05-23 07:01:33,919 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 21.68
|
| 552 |
+
2024-05-23 07:01:34,020 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-23 07:01:34,239 - INFO - (24426,)
|
| 555 |
+
2024-05-23 07:01:43,886 - INFO - Split ID: 0
|
| 556 |
+
2024-05-23 07:01:43,886 - INFO - Top 1 (Epoch 80)acc (%): 60.2
|
| 557 |
+
2024-05-23 07:01:43,886 - INFO - Top 3 (Epoch 80)acc (%): 77.9
|
| 558 |
+
2024-05-23 07:01:43,886 - INFO - Top 5 (Epoch 80)acc (%): 83.29
|
| 559 |
+
2024-05-23 07:01:43,886 - INFO - Top 10 (Epoch 80)acc (%): 88.5
|
| 560 |
+
2024-05-23 07:02:32,911 - INFO - Split ID: 0
|
| 561 |
+
2024-05-23 07:02:32,911 - INFO - Top 1 (Epoch 80)acc (%): 72.99
|
| 562 |
+
2024-05-23 07:02:32,911 - INFO - Top 3 (Epoch 80)acc (%): 86.81
|
| 563 |
+
2024-05-23 07:02:32,912 - INFO - Top 5 (Epoch 80)acc (%): 90.26
|
| 564 |
+
2024-05-23 07:02:32,912 - INFO - Top 10 (Epoch 80)acc (%): 93.36
|
| 565 |
+
2024-05-23 07:02:32,912 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-23 07:03:22,695 - INFO - [204800/436063] Loss : 0.2525
|
| 568 |
+
2024-05-23 07:03:36,000 - INFO - [262144/436063] Loss : 0.2537
|
| 569 |
+
2024-05-23 07:03:42,014 - INFO - Test loss : 0.4454
|
| 570 |
+
2024-05-23 07:03:42,014 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-23 07:04:34,854 - INFO - [204800/436063] Loss : 0.2530
|
| 573 |
+
2024-05-23 07:04:48,218 - INFO - [262144/436063] Loss : 0.2535
|
| 574 |
+
2024-05-23 07:04:53,470 - INFO - Test loss : 0.4588
|
| 575 |
+
2024-05-23 07:04:53,470 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-23 07:05:43,640 - INFO - [204800/436063] Loss : 0.2527
|
| 578 |
+
2024-05-23 07:05:56,787 - INFO - [262144/436063] Loss : 0.2532
|
| 579 |
+
2024-05-23 07:06:02,085 - INFO - Test loss : 0.4628
|
| 580 |
+
2024-05-23 07:06:02,086 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-23 07:06:53,419 - INFO - [204800/436063] Loss : 0.2525
|
| 583 |
+
2024-05-23 07:07:06,761 - INFO - [262144/436063] Loss : 0.2531
|
| 584 |
+
2024-05-23 07:07:12,011 - INFO - Test loss : 0.4577
|
| 585 |
+
2024-05-23 07:07:12,011 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-23 07:08:02,864 - INFO - [204800/436063] Loss : 0.2519
|
| 588 |
+
2024-05-23 07:08:11,904 - INFO - [262144/436063] Loss : 0.2523
|
| 589 |
+
2024-05-23 07:08:15,306 - INFO - Test loss : 0.4559
|
| 590 |
+
2024-05-23 07:08:15,306 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-23 07:08:50,465 - INFO - [204800/436063] Loss : 0.2519
|
| 593 |
+
2024-05-23 07:08:58,651 - INFO - [262144/436063] Loss : 0.2523
|
| 594 |
+
2024-05-23 07:09:01,792 - INFO - Test loss : 0.4605
|
| 595 |
+
2024-05-23 07:09:01,792 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-23 07:09:17,385 - INFO - [204800/436063] Loss : 0.2508
|
| 598 |
+
2024-05-23 07:09:20,873 - INFO - [262144/436063] Loss : 0.2511
|
| 599 |
+
2024-05-23 07:09:22,203 - INFO - Test loss : 0.4714
|
| 600 |
+
2024-05-23 07:09:22,203 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-23 07:09:35,638 - INFO - [204800/436063] Loss : 0.2510
|
| 603 |
+
2024-05-23 07:09:38,975 - INFO - [262144/436063] Loss : 0.2510
|
| 604 |
+
2024-05-23 07:09:40,318 - INFO - Test loss : 0.4641
|
| 605 |
+
2024-05-23 07:09:40,319 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-23 07:09:53,814 - INFO - [204800/436063] Loss : 0.2504
|
| 608 |
+
2024-05-23 07:09:57,419 - INFO - [262144/436063] Loss : 0.2501
|
| 609 |
+
2024-05-23 07:09:58,835 - INFO - Test loss : 0.4725
|
| 610 |
+
2024-05-23 07:09:58,836 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-23 07:10:13,022 - INFO - [204800/436063] Loss : 0.2501
|
| 613 |
+
2024-05-23 07:10:16,713 - INFO - [262144/436063] Loss : 0.2504
|
| 614 |
+
2024-05-23 07:10:17,971 - INFO - Test loss : 0.4616
|
| 615 |
+
2024-05-23 07:10:18,570 - INFO - (24343,)
|
| 616 |
+
2024-05-23 07:10:39,074 - INFO - Split ID: 0
|
| 617 |
+
2024-05-23 07:10:39,083 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 4.31
|
| 618 |
+
2024-05-23 07:10:39,084 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 9.96
|
| 619 |
+
2024-05-23 07:10:39,085 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 13.92
|
| 620 |
+
2024-05-23 07:10:39,086 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 22.02
|
| 621 |
+
2024-05-23 07:10:39,196 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-23 07:10:39,430 - INFO - (24426,)
|
| 624 |
+
2024-05-23 07:10:49,042 - INFO - Split ID: 0
|
| 625 |
+
2024-05-23 07:10:49,043 - INFO - Top 1 (Epoch 90)acc (%): 60.2
|
| 626 |
+
2024-05-23 07:10:49,043 - INFO - Top 3 (Epoch 90)acc (%): 77.9
|
| 627 |
+
2024-05-23 07:10:49,043 - INFO - Top 5 (Epoch 90)acc (%): 83.29
|
| 628 |
+
2024-05-23 07:10:49,043 - INFO - Top 10 (Epoch 90)acc (%): 88.5
|
| 629 |
+
2024-05-23 07:11:32,512 - INFO - Split ID: 0
|
| 630 |
+
2024-05-23 07:11:32,512 - INFO - Top 1 (Epoch 90)acc (%): 72.99
|
| 631 |
+
2024-05-23 07:11:32,512 - INFO - Top 3 (Epoch 90)acc (%): 86.67
|
| 632 |
+
2024-05-23 07:11:32,512 - INFO - Top 5 (Epoch 90)acc (%): 90.17
|
| 633 |
+
2024-05-23 07:11:32,512 - INFO - Top 10 (Epoch 90)acc (%): 93.28
|
| 634 |
+
2024-05-23 07:11:32,513 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-23 07:12:15,838 - INFO - [204800/436063] Loss : 0.2499
|
| 637 |
+
2024-05-23 07:12:26,927 - INFO - [262144/436063] Loss : 0.2505
|
| 638 |
+
2024-05-23 07:12:32,149 - INFO - Test loss : 0.4673
|
| 639 |
+
2024-05-23 07:12:32,149 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-23 07:13:04,308 - INFO - [204800/436063] Loss : 0.2490
|
| 642 |
+
2024-05-23 07:13:13,509 - INFO - [262144/436063] Loss : 0.2495
|
| 643 |
+
2024-05-23 07:13:16,587 - INFO - Test loss : 0.4695
|
| 644 |
+
2024-05-23 07:13:16,588 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-23 07:13:49,616 - INFO - [204800/436063] Loss : 0.2497
|
| 647 |
+
2024-05-23 07:13:59,025 - INFO - [262144/436063] Loss : 0.2500
|
| 648 |
+
2024-05-23 07:14:02,123 - INFO - Test loss : 0.4727
|
| 649 |
+
2024-05-23 07:14:02,123 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-23 07:14:35,299 - INFO - [204800/436063] Loss : 0.2491
|
| 652 |
+
2024-05-23 07:14:44,186 - INFO - [262144/436063] Loss : 0.2499
|
| 653 |
+
2024-05-23 07:14:47,777 - INFO - Test loss : 0.4638
|
| 654 |
+
2024-05-23 07:14:47,778 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-23 07:15:20,577 - INFO - [204800/436063] Loss : 0.2486
|
| 657 |
+
2024-05-23 07:15:29,120 - INFO - [262144/436063] Loss : 0.2488
|
| 658 |
+
2024-05-23 07:15:32,252 - INFO - Test loss : 0.4817
|
| 659 |
+
2024-05-23 07:15:32,252 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-23 07:16:04,422 - INFO - [204800/436063] Loss : 0.2482
|
| 662 |
+
2024-05-23 07:16:13,100 - INFO - [262144/436063] Loss : 0.2486
|
| 663 |
+
2024-05-23 07:16:17,039 - INFO - Test loss : 0.4744
|
| 664 |
+
2024-05-23 07:16:17,039 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-23 07:16:49,608 - INFO - [204800/436063] Loss : 0.2484
|
| 667 |
+
2024-05-23 07:16:58,536 - INFO - [262144/436063] Loss : 0.2485
|
| 668 |
+
2024-05-23 07:17:02,159 - INFO - Test loss : 0.4877
|
| 669 |
+
2024-05-23 07:17:02,159 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-23 07:17:35,470 - INFO - [204800/436063] Loss : 0.2477
|
| 672 |
+
2024-05-23 07:17:43,250 - INFO - [262144/436063] Loss : 0.2480
|
| 673 |
+
2024-05-23 07:17:46,796 - INFO - Test loss : 0.4879
|
| 674 |
+
2024-05-23 07:17:46,797 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-23 07:18:20,085 - INFO - [204800/436063] Loss : 0.2475
|
| 677 |
+
2024-05-23 07:18:29,349 - INFO - [262144/436063] Loss : 0.2475
|
| 678 |
+
2024-05-23 07:18:32,452 - INFO - Test loss : 0.4915
|
| 679 |
+
2024-05-23 07:18:32,452 - INFO - Saving output model to ../models/space2vec_grid/model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 680 |
+
2024-05-23 07:18:32,516 - INFO - Saving output model to ../models/space2vec_grid/model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 681 |
+
2024-05-23 07:18:32,789 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-23 07:18:33,022 - INFO - (24426,)
|
| 684 |
+
2024-05-23 07:18:42,651 - INFO - Split ID: 0
|
| 685 |
+
2024-05-23 07:18:42,651 - INFO - Top 1 acc (%): 60.2
|
| 686 |
+
2024-05-23 07:18:42,651 - INFO - Top 3 acc (%): 77.9
|
| 687 |
+
2024-05-23 07:18:42,651 - INFO - Top 5 acc (%): 83.29
|
| 688 |
+
2024-05-23 07:18:42,651 - INFO - Top 10 acc (%): 88.5
|
| 689 |
+
2024-05-23 07:19:17,513 - INFO - Split ID: 0
|
| 690 |
+
2024-05-23 07:19:17,514 - INFO - Top 1 acc (%): 73.06
|
| 691 |
+
2024-05-23 07:19:17,514 - INFO - Top 3 acc (%): 86.58
|
| 692 |
+
2024-05-23 07:19:17,514 - INFO - Top 5 acc (%): 90.1
|
| 693 |
+
2024-05-23 07:19:17,514 - INFO - Top 10 acc (%): 93.15
|
| 694 |
+
2024-05-23 07:19:17,515 - INFO -
|
| 695 |
+
Space2Vec-grid
|
| 696 |
+
2024-05-23 07:19:17,515 - INFO - Model : model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 697 |
+
2024-05-23 07:19:18,266 - INFO - (24343,)
|
| 698 |
+
2024-05-23 07:19:38,749 - INFO - Split ID: 0
|
| 699 |
+
2024-05-23 07:19:38,758 - INFO - Top 1 LocEnc acc (%): 4.35
|
| 700 |
+
2024-05-23 07:19:38,759 - INFO - Top 3 LocEnc acc (%): 10.05
|
| 701 |
+
2024-05-23 07:19:38,760 - INFO - Top 5 LocEnc acc (%): 14.25
|
| 702 |
+
2024-05-23 07:19:38,761 - INFO - Top 10 LocEnc acc (%): 22.39
|
| 703 |
+
2024-05-31 01:45:34,777 - INFO -
|
| 704 |
+
num_classes 8142
|
| 705 |
+
2024-05-31 01:45:34,777 - INFO - num train 436063
|
| 706 |
+
2024-05-31 01:45:34,777 - INFO - num val 24343
|
| 707 |
+
2024-05-31 01:45:34,777 - INFO - train loss full_loss
|
| 708 |
+
2024-05-31 01:45:34,777 - INFO - model name ../models/space2vec_grid/model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 709 |
+
2024-05-31 01:45:34,777 - INFO - num users 18643
|
| 710 |
+
2024-05-31 01:45:35,668 - INFO -
|
| 711 |
+
Only Space2Vec-grid
|
| 712 |
+
2024-05-31 01:45:35,668 - INFO - Model : model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 713 |
+
2024-05-31 01:45:35,918 - INFO - Saving output model to ../models/space2vec_grid/model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 714 |
+
2024-05-31 01:45:36,175 - INFO - Saving output model to ../models/space2vec_grid/model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 715 |
+
2024-05-31 01:45:36,483 - INFO -
|
| 716 |
+
No prior
|
| 717 |
+
2024-05-31 01:45:36,739 - INFO - (24426,)
|
| 718 |
+
2024-05-31 01:45:53,930 - INFO - Save results to ../eval_results/eval_inat_2018__val_no_prior.csv
|
| 719 |
+
2024-05-31 01:45:53,931 - INFO - Split ID: 0
|
| 720 |
+
2024-05-31 01:45:53,931 - INFO - Top 1 acc (%): 60.2
|
| 721 |
+
2024-05-31 01:45:53,931 - INFO - Top 3 acc (%): 77.9
|
| 722 |
+
2024-05-31 01:45:53,931 - INFO - Top 5 acc (%): 83.29
|
| 723 |
+
2024-05-31 01:45:53,931 - INFO - Top 10 acc (%): 88.5
|
| 724 |
+
2024-05-31 01:46:19,149 - INFO - Split ID: 0
|
| 725 |
+
2024-05-31 01:46:19,149 - INFO - Top 1 hit (%): 73.06
|
| 726 |
+
2024-05-31 01:46:19,149 - INFO - Top 3 hit (%): 86.58
|
| 727 |
+
2024-05-31 01:46:19,149 - INFO - Top 5 hit (%): 90.1
|
| 728 |
+
2024-05-31 01:46:19,149 - INFO - Top 10 hit (%): 93.15
|
| 729 |
+
2024-05-31 01:46:19,156 - INFO -
|
| 730 |
+
Only Space2Vec-grid
|
| 731 |
+
2024-05-31 01:46:19,156 - INFO - Model : model_inat_2018_Space2Vec-grid_0.0100_32_0.0001000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 732 |
+
2024-05-31 01:46:19,816 - INFO - (24343,)
|
| 733 |
+
2024-05-31 01:46:39,986 - INFO - Split ID: 0
|
| 734 |
+
2024-05-31 01:46:39,995 - INFO - Top 1 LocEnc acc (%): 4.35
|
| 735 |
+
2024-05-31 01:46:39,996 - INFO - Top 3 LocEnc acc (%): 10.05
|
| 736 |
+
2024-05-31 01:46:39,997 - INFO - Top 5 LocEnc acc (%): 14.25
|
| 737 |
+
2024-05-31 01:46:39,997 - INFO - Top 10 LocEnc acc (%): 22.39
|