Upload data/model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.log with huggingface_hub
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data/model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.log
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| 1 |
+
2024-05-25 13:46:49,914 - INFO -
|
| 2 |
+
num_classes 8142
|
| 3 |
+
2024-05-25 13:46:49,914 - INFO - num train 436063
|
| 4 |
+
2024-05-25 13:46:49,914 - INFO - num val 24343
|
| 5 |
+
2024-05-25 13:46:49,914 - INFO - train loss full_loss
|
| 6 |
+
2024-05-25 13:46:49,914 - INFO - model name ../models/space2vec_theory/model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 7 |
+
2024-05-25 13:46:49,914 - INFO - num users 18643
|
| 8 |
+
2024-05-25 13:46:50,816 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-25 13:47:24,357 - INFO - [204800/436063] Loss : 1.6830
|
| 11 |
+
2024-05-25 13:47:32,929 - INFO - [262144/436063] Loss : 1.4991
|
| 12 |
+
2024-05-25 13:47:36,399 - INFO - Test loss : 0.2698
|
| 13 |
+
2024-05-25 13:47:36,399 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-25 13:48:10,666 - INFO - [204800/436063] Loss : 0.6526
|
| 16 |
+
2024-05-25 13:48:19,416 - INFO - [262144/436063] Loss : 0.6402
|
| 17 |
+
2024-05-25 13:48:23,112 - INFO - Test loss : 0.1556
|
| 18 |
+
2024-05-25 13:48:23,112 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-25 13:48:56,707 - INFO - [204800/436063] Loss : 0.5398
|
| 21 |
+
2024-05-25 13:49:05,164 - INFO - [262144/436063] Loss : 0.5358
|
| 22 |
+
2024-05-25 13:49:08,727 - INFO - Test loss : 0.1479
|
| 23 |
+
2024-05-25 13:49:08,727 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-25 13:49:41,622 - INFO - [204800/436063] Loss : 0.4860
|
| 26 |
+
2024-05-25 13:49:49,839 - INFO - [262144/436063] Loss : 0.4837
|
| 27 |
+
2024-05-25 13:49:53,159 - INFO - Test loss : 0.1327
|
| 28 |
+
2024-05-25 13:49:53,160 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-25 13:50:26,408 - INFO - [204800/436063] Loss : 0.4521
|
| 31 |
+
2024-05-25 13:50:35,059 - INFO - [262144/436063] Loss : 0.4515
|
| 32 |
+
2024-05-25 13:50:38,828 - INFO - Test loss : 0.1361
|
| 33 |
+
2024-05-25 13:50:38,828 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-25 13:51:14,113 - INFO - [204800/436063] Loss : 0.4307
|
| 36 |
+
2024-05-25 13:51:22,723 - INFO - [262144/436063] Loss : 0.4303
|
| 37 |
+
2024-05-25 13:51:26,205 - INFO - Test loss : 0.1489
|
| 38 |
+
2024-05-25 13:51:26,206 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-25 13:51:58,102 - INFO - [204800/436063] Loss : 0.4122
|
| 41 |
+
2024-05-25 13:52:06,755 - INFO - [262144/436063] Loss : 0.4124
|
| 42 |
+
2024-05-25 13:52:10,383 - INFO - Test loss : 0.1514
|
| 43 |
+
2024-05-25 13:52:10,383 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-25 13:52:43,023 - INFO - [204800/436063] Loss : 0.3964
|
| 46 |
+
2024-05-25 13:52:51,837 - INFO - [262144/436063] Loss : 0.3975
|
| 47 |
+
2024-05-25 13:52:55,352 - INFO - Test loss : 0.1469
|
| 48 |
+
2024-05-25 13:52:55,353 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-25 13:53:30,343 - INFO - [204800/436063] Loss : 0.3861
|
| 51 |
+
2024-05-25 13:53:39,256 - INFO - [262144/436063] Loss : 0.3870
|
| 52 |
+
2024-05-25 13:53:42,906 - INFO - Test loss : 0.1578
|
| 53 |
+
2024-05-25 13:53:42,906 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-25 13:54:18,026 - INFO - [204800/436063] Loss : 0.3752
|
| 56 |
+
2024-05-25 13:54:27,456 - INFO - [262144/436063] Loss : 0.3766
|
| 57 |
+
2024-05-25 13:54:30,899 - INFO - Test loss : 0.1752
|
| 58 |
+
2024-05-25 13:54:30,899 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-25 13:55:04,518 - INFO - [204800/436063] Loss : 0.3682
|
| 61 |
+
2024-05-25 13:55:12,509 - INFO - [262144/436063] Loss : 0.3691
|
| 62 |
+
2024-05-25 13:55:15,967 - INFO - Test loss : 0.1782
|
| 63 |
+
2024-05-25 13:55:16,730 - INFO - (24343,)
|
| 64 |
+
2024-05-25 13:55:42,133 - INFO - Split ID: 0
|
| 65 |
+
2024-05-25 13:55:42,142 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.61
|
| 66 |
+
2024-05-25 13:55:42,143 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 4.3
|
| 67 |
+
2024-05-25 13:55:42,143 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 6.79
|
| 68 |
+
2024-05-25 13:55:42,144 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 12.18
|
| 69 |
+
2024-05-25 13:55:42,252 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-25 13:55:42,494 - INFO - (24426,)
|
| 72 |
+
2024-05-25 13:55:53,504 - INFO - Split ID: 0
|
| 73 |
+
2024-05-25 13:55:53,504 - INFO - Top 1 (Epoch 10)acc (%): 60.2
|
| 74 |
+
2024-05-25 13:55:53,504 - INFO - Top 3 (Epoch 10)acc (%): 77.9
|
| 75 |
+
2024-05-25 13:55:53,504 - INFO - Top 5 (Epoch 10)acc (%): 83.29
|
| 76 |
+
2024-05-25 13:55:53,504 - INFO - Top 10 (Epoch 10)acc (%): 88.5
|
| 77 |
+
2024-05-25 13:56:16,339 - INFO - Split ID: 0
|
| 78 |
+
2024-05-25 13:56:16,339 - INFO - Top 1 (Epoch 10)acc (%): 72.24
|
| 79 |
+
2024-05-25 13:56:16,339 - INFO - Top 3 (Epoch 10)acc (%): 87.2
|
| 80 |
+
2024-05-25 13:56:16,339 - INFO - Top 5 (Epoch 10)acc (%): 90.72
|
| 81 |
+
2024-05-25 13:56:16,339 - INFO - Top 10 (Epoch 10)acc (%): 93.88
|
| 82 |
+
2024-05-25 13:56:16,340 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-25 13:56:50,719 - INFO - [204800/436063] Loss : 0.3588
|
| 85 |
+
2024-05-25 13:56:59,374 - INFO - [262144/436063] Loss : 0.3603
|
| 86 |
+
2024-05-25 13:57:02,645 - INFO - Test loss : 0.1842
|
| 87 |
+
2024-05-25 13:57:02,646 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-25 13:57:35,062 - INFO - [204800/436063] Loss : 0.3537
|
| 90 |
+
2024-05-25 13:57:43,286 - INFO - [262144/436063] Loss : 0.3547
|
| 91 |
+
2024-05-25 13:57:46,525 - INFO - Test loss : 0.1814
|
| 92 |
+
2024-05-25 13:57:46,525 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-25 13:58:20,527 - INFO - [204800/436063] Loss : 0.3484
|
| 95 |
+
2024-05-25 13:58:29,404 - INFO - [262144/436063] Loss : 0.3494
|
| 96 |
+
2024-05-25 13:58:33,079 - INFO - Test loss : 0.1829
|
| 97 |
+
2024-05-25 13:58:33,080 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-25 13:59:05,123 - INFO - [204800/436063] Loss : 0.3441
|
| 100 |
+
2024-05-25 13:59:13,478 - INFO - [262144/436063] Loss : 0.3447
|
| 101 |
+
2024-05-25 13:59:16,889 - INFO - Test loss : 0.1869
|
| 102 |
+
2024-05-25 13:59:16,889 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-25 13:59:50,640 - INFO - [204800/436063] Loss : 0.3384
|
| 105 |
+
2024-05-25 13:59:59,393 - INFO - [262144/436063] Loss : 0.3394
|
| 106 |
+
2024-05-25 14:00:02,872 - INFO - Test loss : 0.1967
|
| 107 |
+
2024-05-25 14:00:02,872 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-25 14:00:38,168 - INFO - [204800/436063] Loss : 0.3348
|
| 110 |
+
2024-05-25 14:00:50,238 - INFO - [262144/436063] Loss : 0.3361
|
| 111 |
+
2024-05-25 14:00:54,001 - INFO - Test loss : 0.2114
|
| 112 |
+
2024-05-25 14:00:54,001 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-25 14:01:30,426 - INFO - [204800/436063] Loss : 0.3291
|
| 115 |
+
2024-05-25 14:01:39,878 - INFO - [262144/436063] Loss : 0.3305
|
| 116 |
+
2024-05-25 14:01:43,625 - INFO - Test loss : 0.2232
|
| 117 |
+
2024-05-25 14:01:43,625 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-25 14:02:19,537 - INFO - [204800/436063] Loss : 0.3261
|
| 120 |
+
2024-05-25 14:02:27,795 - INFO - [262144/436063] Loss : 0.3273
|
| 121 |
+
2024-05-25 14:02:30,882 - INFO - Test loss : 0.2113
|
| 122 |
+
2024-05-25 14:02:30,883 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-25 14:03:02,330 - INFO - [204800/436063] Loss : 0.3221
|
| 125 |
+
2024-05-25 14:03:10,269 - INFO - [262144/436063] Loss : 0.3236
|
| 126 |
+
2024-05-25 14:03:13,411 - INFO - Test loss : 0.2260
|
| 127 |
+
2024-05-25 14:03:13,411 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-25 14:03:43,480 - INFO - [204800/436063] Loss : 0.3201
|
| 130 |
+
2024-05-25 14:03:51,372 - INFO - [262144/436063] Loss : 0.3214
|
| 131 |
+
2024-05-25 14:03:55,091 - INFO - Test loss : 0.2203
|
| 132 |
+
2024-05-25 14:03:55,789 - INFO - (24343,)
|
| 133 |
+
2024-05-25 14:04:16,107 - INFO - Split ID: 0
|
| 134 |
+
2024-05-25 14:04:16,116 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.8
|
| 135 |
+
2024-05-25 14:04:16,116 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 6.85
|
| 136 |
+
2024-05-25 14:04:16,117 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 10.09
|
| 137 |
+
2024-05-25 14:04:16,118 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 16.96
|
| 138 |
+
2024-05-25 14:04:16,224 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-25 14:04:16,448 - INFO - (24426,)
|
| 141 |
+
2024-05-25 14:04:26,012 - INFO - Split ID: 0
|
| 142 |
+
2024-05-25 14:04:26,013 - INFO - Top 1 (Epoch 20)acc (%): 60.2
|
| 143 |
+
2024-05-25 14:04:26,013 - INFO - Top 3 (Epoch 20)acc (%): 77.9
|
| 144 |
+
2024-05-25 14:04:26,013 - INFO - Top 5 (Epoch 20)acc (%): 83.29
|
| 145 |
+
2024-05-25 14:04:26,013 - INFO - Top 10 (Epoch 20)acc (%): 88.5
|
| 146 |
+
2024-05-25 14:04:49,521 - INFO - Split ID: 0
|
| 147 |
+
2024-05-25 14:04:49,521 - INFO - Top 1 (Epoch 20)acc (%): 72.84
|
| 148 |
+
2024-05-25 14:04:49,521 - INFO - Top 3 (Epoch 20)acc (%): 87.48
|
| 149 |
+
2024-05-25 14:04:49,521 - INFO - Top 5 (Epoch 20)acc (%): 90.84
|
| 150 |
+
2024-05-25 14:04:49,521 - INFO - Top 10 (Epoch 20)acc (%): 94.01
|
| 151 |
+
2024-05-25 14:04:49,522 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-25 14:05:22,712 - INFO - [204800/436063] Loss : 0.3167
|
| 154 |
+
2024-05-25 14:05:31,573 - INFO - [262144/436063] Loss : 0.3182
|
| 155 |
+
2024-05-25 14:05:34,755 - INFO - Test loss : 0.2460
|
| 156 |
+
2024-05-25 14:05:34,755 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-25 14:06:08,812 - INFO - [204800/436063] Loss : 0.3146
|
| 159 |
+
2024-05-25 14:06:17,529 - INFO - [262144/436063] Loss : 0.3155
|
| 160 |
+
2024-05-25 14:06:21,020 - INFO - Test loss : 0.2313
|
| 161 |
+
2024-05-25 14:06:21,020 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-25 14:06:55,790 - INFO - [204800/436063] Loss : 0.3109
|
| 164 |
+
2024-05-25 14:07:04,096 - INFO - [262144/436063] Loss : 0.3127
|
| 165 |
+
2024-05-25 14:07:07,491 - INFO - Test loss : 0.2331
|
| 166 |
+
2024-05-25 14:07:07,492 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-25 14:07:41,000 - INFO - [204800/436063] Loss : 0.3108
|
| 169 |
+
2024-05-25 14:07:49,860 - INFO - [262144/436063] Loss : 0.3114
|
| 170 |
+
2024-05-25 14:07:53,371 - INFO - Test loss : 0.2555
|
| 171 |
+
2024-05-25 14:07:53,371 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-25 14:08:26,402 - INFO - [204800/436063] Loss : 0.3070
|
| 174 |
+
2024-05-25 14:08:34,839 - INFO - [262144/436063] Loss : 0.3079
|
| 175 |
+
2024-05-25 14:08:38,159 - INFO - Test loss : 0.2531
|
| 176 |
+
2024-05-25 14:08:38,159 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-25 14:09:10,065 - INFO - [204800/436063] Loss : 0.3049
|
| 179 |
+
2024-05-25 14:09:18,135 - INFO - [262144/436063] Loss : 0.3060
|
| 180 |
+
2024-05-25 14:09:21,559 - INFO - Test loss : 0.2498
|
| 181 |
+
2024-05-25 14:09:21,560 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-25 14:09:56,302 - INFO - [204800/436063] Loss : 0.3026
|
| 184 |
+
2024-05-25 14:10:04,545 - INFO - [262144/436063] Loss : 0.3041
|
| 185 |
+
2024-05-25 14:10:08,047 - INFO - Test loss : 0.2438
|
| 186 |
+
2024-05-25 14:10:08,048 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-25 14:10:40,986 - INFO - [204800/436063] Loss : 0.3005
|
| 189 |
+
2024-05-25 14:10:49,100 - INFO - [262144/436063] Loss : 0.3018
|
| 190 |
+
2024-05-25 14:10:52,294 - INFO - Test loss : 0.2505
|
| 191 |
+
2024-05-25 14:10:52,294 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-25 14:11:24,212 - INFO - [204800/436063] Loss : 0.2992
|
| 194 |
+
2024-05-25 14:11:32,278 - INFO - [262144/436063] Loss : 0.2997
|
| 195 |
+
2024-05-25 14:11:35,602 - INFO - Test loss : 0.2768
|
| 196 |
+
2024-05-25 14:11:35,603 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-25 14:12:07,177 - INFO - [204800/436063] Loss : 0.2967
|
| 199 |
+
2024-05-25 14:12:15,644 - INFO - [262144/436063] Loss : 0.2977
|
| 200 |
+
2024-05-25 14:12:19,276 - INFO - Test loss : 0.2587
|
| 201 |
+
2024-05-25 14:12:19,976 - INFO - (24343,)
|
| 202 |
+
2024-05-25 14:12:40,314 - INFO - Split ID: 0
|
| 203 |
+
2024-05-25 14:12:40,323 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 3.1
|
| 204 |
+
2024-05-25 14:12:40,323 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 7.77
|
| 205 |
+
2024-05-25 14:12:40,324 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 11.6
|
| 206 |
+
2024-05-25 14:12:40,325 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 19.37
|
| 207 |
+
2024-05-25 14:12:40,425 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-25 14:12:40,637 - INFO - (24426,)
|
| 210 |
+
2024-05-25 14:12:50,159 - INFO - Split ID: 0
|
| 211 |
+
2024-05-25 14:12:50,160 - INFO - Top 1 (Epoch 30)acc (%): 60.2
|
| 212 |
+
2024-05-25 14:12:50,160 - INFO - Top 3 (Epoch 30)acc (%): 77.9
|
| 213 |
+
2024-05-25 14:12:50,160 - INFO - Top 5 (Epoch 30)acc (%): 83.29
|
| 214 |
+
2024-05-25 14:12:50,160 - INFO - Top 10 (Epoch 30)acc (%): 88.5
|
| 215 |
+
2024-05-25 14:13:14,446 - INFO - Split ID: 0
|
| 216 |
+
2024-05-25 14:13:14,447 - INFO - Top 1 (Epoch 30)acc (%): 73.0
|
| 217 |
+
2024-05-25 14:13:14,447 - INFO - Top 3 (Epoch 30)acc (%): 87.55
|
| 218 |
+
2024-05-25 14:13:14,447 - INFO - Top 5 (Epoch 30)acc (%): 90.93
|
| 219 |
+
2024-05-25 14:13:14,447 - INFO - Top 10 (Epoch 30)acc (%): 94.05
|
| 220 |
+
2024-05-25 14:13:14,447 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-25 14:13:53,037 - INFO - [204800/436063] Loss : 0.2955
|
| 223 |
+
2024-05-25 14:14:04,141 - INFO - [262144/436063] Loss : 0.2967
|
| 224 |
+
2024-05-25 14:14:08,257 - INFO - Test loss : 0.2607
|
| 225 |
+
2024-05-25 14:14:08,257 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-25 14:14:41,603 - INFO - [204800/436063] Loss : 0.2937
|
| 228 |
+
2024-05-25 14:14:50,237 - INFO - [262144/436063] Loss : 0.2945
|
| 229 |
+
2024-05-25 14:14:53,384 - INFO - Test loss : 0.2871
|
| 230 |
+
2024-05-25 14:14:53,384 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-25 14:15:24,249 - INFO - [204800/436063] Loss : 0.2905
|
| 233 |
+
2024-05-25 14:15:32,205 - INFO - [262144/436063] Loss : 0.2915
|
| 234 |
+
2024-05-25 14:15:35,298 - INFO - Test loss : 0.2687
|
| 235 |
+
2024-05-25 14:15:35,298 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-25 14:16:08,114 - INFO - [204800/436063] Loss : 0.2902
|
| 238 |
+
2024-05-25 14:16:16,345 - INFO - [262144/436063] Loss : 0.2913
|
| 239 |
+
2024-05-25 14:16:20,065 - INFO - Test loss : 0.2996
|
| 240 |
+
2024-05-25 14:16:20,066 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-25 14:16:52,863 - INFO - [204800/436063] Loss : 0.2885
|
| 243 |
+
2024-05-25 14:17:01,027 - INFO - [262144/436063] Loss : 0.2890
|
| 244 |
+
2024-05-25 14:17:04,408 - INFO - Test loss : 0.2824
|
| 245 |
+
2024-05-25 14:17:04,408 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-25 14:17:36,158 - INFO - [204800/436063] Loss : 0.2879
|
| 248 |
+
2024-05-25 14:17:44,229 - INFO - [262144/436063] Loss : 0.2887
|
| 249 |
+
2024-05-25 14:17:47,450 - INFO - Test loss : 0.2986
|
| 250 |
+
2024-05-25 14:17:47,450 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-25 14:18:19,214 - INFO - [204800/436063] Loss : 0.2854
|
| 253 |
+
2024-05-25 14:18:27,443 - INFO - [262144/436063] Loss : 0.2863
|
| 254 |
+
2024-05-25 14:18:30,648 - INFO - Test loss : 0.3049
|
| 255 |
+
2024-05-25 14:18:30,648 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-25 14:19:03,688 - INFO - [204800/436063] Loss : 0.2835
|
| 258 |
+
2024-05-25 14:19:12,481 - INFO - [262144/436063] Loss : 0.2847
|
| 259 |
+
2024-05-25 14:19:16,045 - INFO - Test loss : 0.2744
|
| 260 |
+
2024-05-25 14:19:16,045 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-25 14:19:51,684 - INFO - [204800/436063] Loss : 0.2825
|
| 263 |
+
2024-05-25 14:20:00,384 - INFO - [262144/436063] Loss : 0.2832
|
| 264 |
+
2024-05-25 14:20:03,860 - INFO - Test loss : 0.3075
|
| 265 |
+
2024-05-25 14:20:03,860 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-25 14:20:35,403 - INFO - [204800/436063] Loss : 0.2819
|
| 268 |
+
2024-05-25 14:20:43,261 - INFO - [262144/436063] Loss : 0.2823
|
| 269 |
+
2024-05-25 14:20:46,693 - INFO - Test loss : 0.2933
|
| 270 |
+
2024-05-25 14:20:47,392 - INFO - (24343,)
|
| 271 |
+
2024-05-25 14:21:07,841 - INFO - Split ID: 0
|
| 272 |
+
2024-05-25 14:21:07,850 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 3.74
|
| 273 |
+
2024-05-25 14:21:07,851 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 8.92
|
| 274 |
+
2024-05-25 14:21:07,852 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 13.15
|
| 275 |
+
2024-05-25 14:21:07,853 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 21.02
|
| 276 |
+
2024-05-25 14:21:07,953 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-25 14:21:08,175 - INFO - (24426,)
|
| 279 |
+
2024-05-25 14:21:17,739 - INFO - Split ID: 0
|
| 280 |
+
2024-05-25 14:21:17,740 - INFO - Top 1 (Epoch 40)acc (%): 60.2
|
| 281 |
+
2024-05-25 14:21:17,740 - INFO - Top 3 (Epoch 40)acc (%): 77.9
|
| 282 |
+
2024-05-25 14:21:17,740 - INFO - Top 5 (Epoch 40)acc (%): 83.29
|
| 283 |
+
2024-05-25 14:21:17,740 - INFO - Top 10 (Epoch 40)acc (%): 88.5
|
| 284 |
+
2024-05-25 14:21:41,087 - INFO - Split ID: 0
|
| 285 |
+
2024-05-25 14:21:41,087 - INFO - Top 1 (Epoch 40)acc (%): 73.23
|
| 286 |
+
2024-05-25 14:21:41,087 - INFO - Top 3 (Epoch 40)acc (%): 87.6
|
| 287 |
+
2024-05-25 14:21:41,087 - INFO - Top 5 (Epoch 40)acc (%): 90.95
|
| 288 |
+
2024-05-25 14:21:41,087 - INFO - Top 10 (Epoch 40)acc (%): 94.03
|
| 289 |
+
2024-05-25 14:21:41,088 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-25 14:22:12,432 - INFO - [204800/436063] Loss : 0.2801
|
| 292 |
+
2024-05-25 14:22:20,650 - INFO - [262144/436063] Loss : 0.2810
|
| 293 |
+
2024-05-25 14:22:23,964 - INFO - Test loss : 0.3059
|
| 294 |
+
2024-05-25 14:22:23,964 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-25 14:22:58,406 - INFO - [204800/436063] Loss : 0.2782
|
| 297 |
+
2024-05-25 14:23:07,072 - INFO - [262144/436063] Loss : 0.2792
|
| 298 |
+
2024-05-25 14:23:10,652 - INFO - Test loss : 0.3069
|
| 299 |
+
2024-05-25 14:23:10,652 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-25 14:23:43,823 - INFO - [204800/436063] Loss : 0.2776
|
| 302 |
+
2024-05-25 14:23:52,033 - INFO - [262144/436063] Loss : 0.2786
|
| 303 |
+
2024-05-25 14:23:55,673 - INFO - Test loss : 0.3212
|
| 304 |
+
2024-05-25 14:23:55,673 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-25 14:24:29,075 - INFO - [204800/436063] Loss : 0.2773
|
| 307 |
+
2024-05-25 14:24:37,696 - INFO - [262144/436063] Loss : 0.2780
|
| 308 |
+
2024-05-25 14:24:40,795 - INFO - Test loss : 0.3054
|
| 309 |
+
2024-05-25 14:24:40,795 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-25 14:25:14,175 - INFO - [204800/436063] Loss : 0.2752
|
| 312 |
+
2024-05-25 14:25:22,937 - INFO - [262144/436063] Loss : 0.2760
|
| 313 |
+
2024-05-25 14:25:26,609 - INFO - Test loss : 0.3236
|
| 314 |
+
2024-05-25 14:25:26,610 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-25 14:26:00,650 - INFO - [204800/436063] Loss : 0.2744
|
| 317 |
+
2024-05-25 14:26:09,207 - INFO - [262144/436063] Loss : 0.2750
|
| 318 |
+
2024-05-25 14:26:12,277 - INFO - Test loss : 0.3202
|
| 319 |
+
2024-05-25 14:26:12,277 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-25 14:26:46,225 - INFO - [204800/436063] Loss : 0.2729
|
| 322 |
+
2024-05-25 14:26:55,321 - INFO - [262144/436063] Loss : 0.2735
|
| 323 |
+
2024-05-25 14:26:58,923 - INFO - Test loss : 0.3192
|
| 324 |
+
2024-05-25 14:26:58,923 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-25 14:27:34,471 - INFO - [204800/436063] Loss : 0.2721
|
| 327 |
+
2024-05-25 14:27:43,236 - INFO - [262144/436063] Loss : 0.2728
|
| 328 |
+
2024-05-25 14:27:46,307 - INFO - Test loss : 0.3309
|
| 329 |
+
2024-05-25 14:27:46,307 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-25 14:28:19,132 - INFO - [204800/436063] Loss : 0.2719
|
| 332 |
+
2024-05-25 14:28:27,335 - INFO - [262144/436063] Loss : 0.2726
|
| 333 |
+
2024-05-25 14:28:30,586 - INFO - Test loss : 0.3131
|
| 334 |
+
2024-05-25 14:28:30,587 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-25 14:29:03,772 - INFO - [204800/436063] Loss : 0.2697
|
| 337 |
+
2024-05-25 14:29:12,591 - INFO - [262144/436063] Loss : 0.2706
|
| 338 |
+
2024-05-25 14:29:16,273 - INFO - Test loss : 0.3216
|
| 339 |
+
2024-05-25 14:29:16,981 - INFO - (24343,)
|
| 340 |
+
2024-05-25 14:29:37,369 - INFO - Split ID: 0
|
| 341 |
+
2024-05-25 14:29:37,378 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 3.87
|
| 342 |
+
2024-05-25 14:29:37,379 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 9.29
|
| 343 |
+
2024-05-25 14:29:37,380 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 13.69
|
| 344 |
+
2024-05-25 14:29:37,381 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 21.77
|
| 345 |
+
2024-05-25 14:29:37,481 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-25 14:29:37,690 - INFO - (24426,)
|
| 348 |
+
2024-05-25 14:29:47,242 - INFO - Split ID: 0
|
| 349 |
+
2024-05-25 14:29:47,242 - INFO - Top 1 (Epoch 50)acc (%): 60.2
|
| 350 |
+
2024-05-25 14:29:47,242 - INFO - Top 3 (Epoch 50)acc (%): 77.9
|
| 351 |
+
2024-05-25 14:29:47,242 - INFO - Top 5 (Epoch 50)acc (%): 83.29
|
| 352 |
+
2024-05-25 14:29:47,242 - INFO - Top 10 (Epoch 50)acc (%): 88.5
|
| 353 |
+
2024-05-25 14:30:10,876 - INFO - Split ID: 0
|
| 354 |
+
2024-05-25 14:30:10,877 - INFO - Top 1 (Epoch 50)acc (%): 73.29
|
| 355 |
+
2024-05-25 14:30:10,877 - INFO - Top 3 (Epoch 50)acc (%): 87.61
|
| 356 |
+
2024-05-25 14:30:10,877 - INFO - Top 5 (Epoch 50)acc (%): 90.94
|
| 357 |
+
2024-05-25 14:30:10,877 - INFO - Top 10 (Epoch 50)acc (%): 93.95
|
| 358 |
+
2024-05-25 14:30:10,877 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-25 14:30:44,417 - INFO - [204800/436063] Loss : 0.2695
|
| 361 |
+
2024-05-25 14:30:53,279 - INFO - [262144/436063] Loss : 0.2699
|
| 362 |
+
2024-05-25 14:30:56,886 - INFO - Test loss : 0.3333
|
| 363 |
+
2024-05-25 14:30:56,886 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-25 14:31:30,398 - INFO - [204800/436063] Loss : 0.2682
|
| 366 |
+
2024-05-25 14:31:38,986 - INFO - [262144/436063] Loss : 0.2690
|
| 367 |
+
2024-05-25 14:31:42,576 - INFO - Test loss : 0.3269
|
| 368 |
+
2024-05-25 14:31:42,578 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-25 14:32:15,478 - INFO - [204800/436063] Loss : 0.2679
|
| 371 |
+
2024-05-25 14:32:23,847 - INFO - [262144/436063] Loss : 0.2683
|
| 372 |
+
2024-05-25 14:32:27,314 - INFO - Test loss : 0.3471
|
| 373 |
+
2024-05-25 14:32:27,314 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-25 14:33:00,614 - INFO - [204800/436063] Loss : 0.2663
|
| 376 |
+
2024-05-25 14:33:09,789 - INFO - [262144/436063] Loss : 0.2674
|
| 377 |
+
2024-05-25 14:33:13,276 - INFO - Test loss : 0.3280
|
| 378 |
+
2024-05-25 14:33:13,276 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-25 14:33:46,228 - INFO - [204800/436063] Loss : 0.2651
|
| 381 |
+
2024-05-25 14:33:54,999 - INFO - [262144/436063] Loss : 0.2653
|
| 382 |
+
2024-05-25 14:33:58,454 - INFO - Test loss : 0.3448
|
| 383 |
+
2024-05-25 14:33:58,454 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-25 14:34:31,201 - INFO - [204800/436063] Loss : 0.2650
|
| 386 |
+
2024-05-25 14:34:39,646 - INFO - [262144/436063] Loss : 0.2654
|
| 387 |
+
2024-05-25 14:34:43,346 - INFO - Test loss : 0.3485
|
| 388 |
+
2024-05-25 14:34:43,346 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-25 14:35:15,673 - INFO - [204800/436063] Loss : 0.2632
|
| 391 |
+
2024-05-25 14:35:23,929 - INFO - [262144/436063] Loss : 0.2640
|
| 392 |
+
2024-05-25 14:35:27,090 - INFO - Test loss : 0.3628
|
| 393 |
+
2024-05-25 14:35:27,090 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-25 14:36:01,364 - INFO - [204800/436063] Loss : 0.2625
|
| 396 |
+
2024-05-25 14:36:10,465 - INFO - [262144/436063] Loss : 0.2636
|
| 397 |
+
2024-05-25 14:36:14,000 - INFO - Test loss : 0.3654
|
| 398 |
+
2024-05-25 14:36:14,000 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-25 14:36:49,126 - INFO - [204800/436063] Loss : 0.2635
|
| 401 |
+
2024-05-25 14:36:57,904 - INFO - [262144/436063] Loss : 0.2637
|
| 402 |
+
2024-05-25 14:37:01,231 - INFO - Test loss : 0.3590
|
| 403 |
+
2024-05-25 14:37:01,231 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-25 14:37:32,911 - INFO - [204800/436063] Loss : 0.2614
|
| 406 |
+
2024-05-25 14:37:41,178 - INFO - [262144/436063] Loss : 0.2615
|
| 407 |
+
2024-05-25 14:37:44,352 - INFO - Test loss : 0.3781
|
| 408 |
+
2024-05-25 14:37:45,070 - INFO - (24343,)
|
| 409 |
+
2024-05-25 14:38:05,460 - INFO - Split ID: 0
|
| 410 |
+
2024-05-25 14:38:05,469 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 4.54
|
| 411 |
+
2024-05-25 14:38:05,470 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 10.28
|
| 412 |
+
2024-05-25 14:38:05,471 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 14.64
|
| 413 |
+
2024-05-25 14:38:05,472 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 23.11
|
| 414 |
+
2024-05-25 14:38:05,577 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-25 14:38:05,799 - INFO - (24426,)
|
| 417 |
+
2024-05-25 14:38:15,360 - INFO - Split ID: 0
|
| 418 |
+
2024-05-25 14:38:15,360 - INFO - Top 1 (Epoch 60)acc (%): 60.2
|
| 419 |
+
2024-05-25 14:38:15,360 - INFO - Top 3 (Epoch 60)acc (%): 77.9
|
| 420 |
+
2024-05-25 14:38:15,360 - INFO - Top 5 (Epoch 60)acc (%): 83.29
|
| 421 |
+
2024-05-25 14:38:15,360 - INFO - Top 10 (Epoch 60)acc (%): 88.5
|
| 422 |
+
2024-05-25 14:38:39,115 - INFO - Split ID: 0
|
| 423 |
+
2024-05-25 14:38:39,116 - INFO - Top 1 (Epoch 60)acc (%): 73.57
|
| 424 |
+
2024-05-25 14:38:39,116 - INFO - Top 3 (Epoch 60)acc (%): 87.65
|
| 425 |
+
2024-05-25 14:38:39,116 - INFO - Top 5 (Epoch 60)acc (%): 90.87
|
| 426 |
+
2024-05-25 14:38:39,116 - INFO - Top 10 (Epoch 60)acc (%): 93.85
|
| 427 |
+
2024-05-25 14:38:39,116 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-25 14:39:11,950 - INFO - [204800/436063] Loss : 0.2602
|
| 430 |
+
2024-05-25 14:39:20,269 - INFO - [262144/436063] Loss : 0.2606
|
| 431 |
+
2024-05-25 14:39:23,383 - INFO - Test loss : 0.3661
|
| 432 |
+
2024-05-25 14:39:23,384 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-25 14:39:57,023 - INFO - [204800/436063] Loss : 0.2600
|
| 435 |
+
2024-05-25 14:40:06,086 - INFO - [262144/436063] Loss : 0.2606
|
| 436 |
+
2024-05-25 14:40:09,653 - INFO - Test loss : 0.3538
|
| 437 |
+
2024-05-25 14:40:09,654 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-25 14:40:44,325 - INFO - [204800/436063] Loss : 0.2587
|
| 440 |
+
2024-05-25 14:40:53,226 - INFO - [262144/436063] Loss : 0.2596
|
| 441 |
+
2024-05-25 14:40:56,827 - INFO - Test loss : 0.3623
|
| 442 |
+
2024-05-25 14:40:56,827 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-25 14:41:32,169 - INFO - [204800/436063] Loss : 0.2585
|
| 445 |
+
2024-05-25 14:41:40,671 - INFO - [262144/436063] Loss : 0.2592
|
| 446 |
+
2024-05-25 14:41:44,199 - INFO - Test loss : 0.3705
|
| 447 |
+
2024-05-25 14:41:44,199 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-25 14:42:17,164 - INFO - [204800/436063] Loss : 0.2576
|
| 450 |
+
2024-05-25 14:42:25,363 - INFO - [262144/436063] Loss : 0.2581
|
| 451 |
+
2024-05-25 14:42:28,495 - INFO - Test loss : 0.3615
|
| 452 |
+
2024-05-25 14:42:28,495 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-25 14:43:00,600 - INFO - [204800/436063] Loss : 0.2565
|
| 455 |
+
2024-05-25 14:43:09,127 - INFO - [262144/436063] Loss : 0.2567
|
| 456 |
+
2024-05-25 14:43:12,665 - INFO - Test loss : 0.3717
|
| 457 |
+
2024-05-25 14:43:12,665 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-25 14:43:46,965 - INFO - [204800/436063] Loss : 0.2560
|
| 460 |
+
2024-05-25 14:43:55,309 - INFO - [262144/436063] Loss : 0.2566
|
| 461 |
+
2024-05-25 14:43:58,641 - INFO - Test loss : 0.3782
|
| 462 |
+
2024-05-25 14:43:58,642 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-25 14:44:30,515 - INFO - [204800/436063] Loss : 0.2551
|
| 465 |
+
2024-05-25 14:44:39,731 - INFO - [262144/436063] Loss : 0.2556
|
| 466 |
+
2024-05-25 14:44:43,040 - INFO - Test loss : 0.3730
|
| 467 |
+
2024-05-25 14:44:43,040 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-25 14:45:15,553 - INFO - [204800/436063] Loss : 0.2537
|
| 470 |
+
2024-05-25 14:45:23,526 - INFO - [262144/436063] Loss : 0.2544
|
| 471 |
+
2024-05-25 14:45:26,662 - INFO - Test loss : 0.3568
|
| 472 |
+
2024-05-25 14:45:26,662 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-25 14:45:59,063 - INFO - [204800/436063] Loss : 0.2542
|
| 475 |
+
2024-05-25 14:46:07,468 - INFO - [262144/436063] Loss : 0.2547
|
| 476 |
+
2024-05-25 14:46:10,840 - INFO - Test loss : 0.3791
|
| 477 |
+
2024-05-25 14:46:11,541 - INFO - (24343,)
|
| 478 |
+
2024-05-25 14:46:31,917 - INFO - Split ID: 0
|
| 479 |
+
2024-05-25 14:46:31,926 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 4.94
|
| 480 |
+
2024-05-25 14:46:31,927 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 11.06
|
| 481 |
+
2024-05-25 14:46:31,928 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 15.59
|
| 482 |
+
2024-05-25 14:46:31,929 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 24.01
|
| 483 |
+
2024-05-25 14:46:32,036 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-25 14:46:32,259 - INFO - (24426,)
|
| 486 |
+
2024-05-25 14:46:41,839 - INFO - Split ID: 0
|
| 487 |
+
2024-05-25 14:46:41,840 - INFO - Top 1 (Epoch 70)acc (%): 60.2
|
| 488 |
+
2024-05-25 14:46:41,840 - INFO - Top 3 (Epoch 70)acc (%): 77.9
|
| 489 |
+
2024-05-25 14:46:41,840 - INFO - Top 5 (Epoch 70)acc (%): 83.29
|
| 490 |
+
2024-05-25 14:46:41,840 - INFO - Top 10 (Epoch 70)acc (%): 88.5
|
| 491 |
+
2024-05-25 14:47:05,280 - INFO - Split ID: 0
|
| 492 |
+
2024-05-25 14:47:05,280 - INFO - Top 1 (Epoch 70)acc (%): 73.53
|
| 493 |
+
2024-05-25 14:47:05,281 - INFO - Top 3 (Epoch 70)acc (%): 87.58
|
| 494 |
+
2024-05-25 14:47:05,281 - INFO - Top 5 (Epoch 70)acc (%): 90.83
|
| 495 |
+
2024-05-25 14:47:05,281 - INFO - Top 10 (Epoch 70)acc (%): 93.87
|
| 496 |
+
2024-05-25 14:47:05,281 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-25 14:47:39,395 - INFO - [204800/436063] Loss : 0.2537
|
| 499 |
+
2024-05-25 14:47:47,625 - INFO - [262144/436063] Loss : 0.2540
|
| 500 |
+
2024-05-25 14:47:50,961 - INFO - Test loss : 0.3797
|
| 501 |
+
2024-05-25 14:47:50,961 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-25 14:48:24,263 - INFO - [204800/436063] Loss : 0.2525
|
| 504 |
+
2024-05-25 14:48:32,658 - INFO - [262144/436063] Loss : 0.2536
|
| 505 |
+
2024-05-25 14:48:36,058 - INFO - Test loss : 0.3802
|
| 506 |
+
2024-05-25 14:48:36,058 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-25 14:49:08,132 - INFO - [204800/436063] Loss : 0.2518
|
| 509 |
+
2024-05-25 14:49:16,423 - INFO - [262144/436063] Loss : 0.2524
|
| 510 |
+
2024-05-25 14:49:19,761 - INFO - Test loss : 0.3866
|
| 511 |
+
2024-05-25 14:49:19,761 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-25 14:49:53,610 - INFO - [204800/436063] Loss : 0.2513
|
| 514 |
+
2024-05-25 14:50:02,227 - INFO - [262144/436063] Loss : 0.2519
|
| 515 |
+
2024-05-25 14:50:05,552 - INFO - Test loss : 0.3902
|
| 516 |
+
2024-05-25 14:50:05,552 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-25 14:50:37,490 - INFO - [204800/436063] Loss : 0.2514
|
| 519 |
+
2024-05-25 14:50:46,177 - INFO - [262144/436063] Loss : 0.2515
|
| 520 |
+
2024-05-25 14:50:49,664 - INFO - Test loss : 0.3887
|
| 521 |
+
2024-05-25 14:50:49,664 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-25 14:51:22,500 - INFO - [204800/436063] Loss : 0.2503
|
| 524 |
+
2024-05-25 14:51:30,719 - INFO - [262144/436063] Loss : 0.2507
|
| 525 |
+
2024-05-25 14:51:34,039 - INFO - Test loss : 0.3757
|
| 526 |
+
2024-05-25 14:51:34,039 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-25 14:52:05,547 - INFO - [204800/436063] Loss : 0.2498
|
| 529 |
+
2024-05-25 14:52:13,513 - INFO - [262144/436063] Loss : 0.2503
|
| 530 |
+
2024-05-25 14:52:16,957 - INFO - Test loss : 0.3947
|
| 531 |
+
2024-05-25 14:52:16,958 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-25 14:52:51,375 - INFO - [204800/436063] Loss : 0.2484
|
| 534 |
+
2024-05-25 14:53:00,916 - INFO - [262144/436063] Loss : 0.2486
|
| 535 |
+
2024-05-25 14:53:04,521 - INFO - Test loss : 0.3967
|
| 536 |
+
2024-05-25 14:53:04,521 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-25 14:53:37,546 - INFO - [204800/436063] Loss : 0.2481
|
| 539 |
+
2024-05-25 14:53:45,793 - INFO - [262144/436063] Loss : 0.2485
|
| 540 |
+
2024-05-25 14:53:49,088 - INFO - Test loss : 0.4166
|
| 541 |
+
2024-05-25 14:53:49,088 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-25 14:54:22,087 - INFO - [204800/436063] Loss : 0.2473
|
| 544 |
+
2024-05-25 14:54:30,978 - INFO - [262144/436063] Loss : 0.2480
|
| 545 |
+
2024-05-25 14:54:34,660 - INFO - Test loss : 0.3973
|
| 546 |
+
2024-05-25 14:54:35,381 - INFO - (24343,)
|
| 547 |
+
2024-05-25 14:54:55,882 - INFO - Split ID: 0
|
| 548 |
+
2024-05-25 14:54:55,891 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 4.9
|
| 549 |
+
2024-05-25 14:54:55,892 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 11.22
|
| 550 |
+
2024-05-25 14:54:55,893 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 16.02
|
| 551 |
+
2024-05-25 14:54:55,894 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 24.33
|
| 552 |
+
2024-05-25 14:54:55,993 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-25 14:54:56,202 - INFO - (24426,)
|
| 555 |
+
2024-05-25 14:55:05,841 - INFO - Split ID: 0
|
| 556 |
+
2024-05-25 14:55:05,841 - INFO - Top 1 (Epoch 80)acc (%): 60.2
|
| 557 |
+
2024-05-25 14:55:05,842 - INFO - Top 3 (Epoch 80)acc (%): 77.9
|
| 558 |
+
2024-05-25 14:55:05,842 - INFO - Top 5 (Epoch 80)acc (%): 83.29
|
| 559 |
+
2024-05-25 14:55:05,842 - INFO - Top 10 (Epoch 80)acc (%): 88.5
|
| 560 |
+
2024-05-25 14:55:29,604 - INFO - Split ID: 0
|
| 561 |
+
2024-05-25 14:55:29,604 - INFO - Top 1 (Epoch 80)acc (%): 73.47
|
| 562 |
+
2024-05-25 14:55:29,604 - INFO - Top 3 (Epoch 80)acc (%): 87.58
|
| 563 |
+
2024-05-25 14:55:29,604 - INFO - Top 5 (Epoch 80)acc (%): 90.8
|
| 564 |
+
2024-05-25 14:55:29,604 - INFO - Top 10 (Epoch 80)acc (%): 93.83
|
| 565 |
+
2024-05-25 14:55:29,605 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-25 14:56:03,149 - INFO - [204800/436063] Loss : 0.2479
|
| 568 |
+
2024-05-25 14:56:11,248 - INFO - [262144/436063] Loss : 0.2483
|
| 569 |
+
2024-05-25 14:56:14,611 - INFO - Test loss : 0.3979
|
| 570 |
+
2024-05-25 14:56:14,611 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-25 14:56:46,207 - INFO - [204800/436063] Loss : 0.2461
|
| 573 |
+
2024-05-25 14:56:54,373 - INFO - [262144/436063] Loss : 0.2468
|
| 574 |
+
2024-05-25 14:56:57,651 - INFO - Test loss : 0.4113
|
| 575 |
+
2024-05-25 14:56:57,652 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-25 14:57:32,463 - INFO - [204800/436063] Loss : 0.2461
|
| 578 |
+
2024-05-25 14:57:41,224 - INFO - [262144/436063] Loss : 0.2464
|
| 579 |
+
2024-05-25 14:57:44,468 - INFO - Test loss : 0.3978
|
| 580 |
+
2024-05-25 14:57:44,469 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-25 14:58:18,307 - INFO - [204800/436063] Loss : 0.2456
|
| 583 |
+
2024-05-25 14:58:27,110 - INFO - [262144/436063] Loss : 0.2458
|
| 584 |
+
2024-05-25 14:58:30,732 - INFO - Test loss : 0.4110
|
| 585 |
+
2024-05-25 14:58:30,733 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-25 14:59:03,476 - INFO - [204800/436063] Loss : 0.2446
|
| 588 |
+
2024-05-25 14:59:11,696 - INFO - [262144/436063] Loss : 0.2448
|
| 589 |
+
2024-05-25 14:59:15,165 - INFO - Test loss : 0.4138
|
| 590 |
+
2024-05-25 14:59:15,165 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-25 14:59:49,290 - INFO - [204800/436063] Loss : 0.2441
|
| 593 |
+
2024-05-25 14:59:58,205 - INFO - [262144/436063] Loss : 0.2448
|
| 594 |
+
2024-05-25 15:00:01,933 - INFO - Test loss : 0.4054
|
| 595 |
+
2024-05-25 15:00:01,933 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-25 15:00:36,625 - INFO - [204800/436063] Loss : 0.2443
|
| 598 |
+
2024-05-25 15:00:44,894 - INFO - [262144/436063] Loss : 0.2444
|
| 599 |
+
2024-05-25 15:00:48,373 - INFO - Test loss : 0.4172
|
| 600 |
+
2024-05-25 15:00:48,374 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-25 15:01:20,600 - INFO - [204800/436063] Loss : 0.2440
|
| 603 |
+
2024-05-25 15:01:28,761 - INFO - [262144/436063] Loss : 0.2443
|
| 604 |
+
2024-05-25 15:01:31,994 - INFO - Test loss : 0.4135
|
| 605 |
+
2024-05-25 15:01:31,994 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-25 15:02:05,725 - INFO - [204800/436063] Loss : 0.2433
|
| 608 |
+
2024-05-25 15:02:13,800 - INFO - [262144/436063] Loss : 0.2435
|
| 609 |
+
2024-05-25 15:02:16,996 - INFO - Test loss : 0.4212
|
| 610 |
+
2024-05-25 15:02:16,996 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-25 15:02:52,270 - INFO - [204800/436063] Loss : 0.2422
|
| 613 |
+
2024-05-25 15:03:01,121 - INFO - [262144/436063] Loss : 0.2424
|
| 614 |
+
2024-05-25 15:03:04,225 - INFO - Test loss : 0.4274
|
| 615 |
+
2024-05-25 15:03:04,927 - INFO - (24343,)
|
| 616 |
+
2024-05-25 15:03:25,333 - INFO - Split ID: 0
|
| 617 |
+
2024-05-25 15:03:25,342 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 5.02
|
| 618 |
+
2024-05-25 15:03:25,343 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 11.41
|
| 619 |
+
2024-05-25 15:03:25,344 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 16.19
|
| 620 |
+
2024-05-25 15:03:25,345 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 24.89
|
| 621 |
+
2024-05-25 15:03:25,446 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-25 15:03:25,660 - INFO - (24426,)
|
| 624 |
+
2024-05-25 15:03:35,211 - INFO - Split ID: 0
|
| 625 |
+
2024-05-25 15:03:35,211 - INFO - Top 1 (Epoch 90)acc (%): 60.2
|
| 626 |
+
2024-05-25 15:03:35,211 - INFO - Top 3 (Epoch 90)acc (%): 77.9
|
| 627 |
+
2024-05-25 15:03:35,211 - INFO - Top 5 (Epoch 90)acc (%): 83.29
|
| 628 |
+
2024-05-25 15:03:35,211 - INFO - Top 10 (Epoch 90)acc (%): 88.5
|
| 629 |
+
2024-05-25 15:03:58,789 - INFO - Split ID: 0
|
| 630 |
+
2024-05-25 15:03:58,790 - INFO - Top 1 (Epoch 90)acc (%): 73.45
|
| 631 |
+
2024-05-25 15:03:58,790 - INFO - Top 3 (Epoch 90)acc (%): 87.42
|
| 632 |
+
2024-05-25 15:03:58,790 - INFO - Top 5 (Epoch 90)acc (%): 90.63
|
| 633 |
+
2024-05-25 15:03:58,790 - INFO - Top 10 (Epoch 90)acc (%): 93.67
|
| 634 |
+
2024-05-25 15:03:58,790 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-25 15:04:31,688 - INFO - [204800/436063] Loss : 0.2420
|
| 637 |
+
2024-05-25 15:04:40,293 - INFO - [262144/436063] Loss : 0.2420
|
| 638 |
+
2024-05-25 15:04:43,773 - INFO - Test loss : 0.4089
|
| 639 |
+
2024-05-25 15:04:43,773 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-25 15:05:16,475 - INFO - [204800/436063] Loss : 0.2419
|
| 642 |
+
2024-05-25 15:05:24,762 - INFO - [262144/436063] Loss : 0.2423
|
| 643 |
+
2024-05-25 15:05:28,094 - INFO - Test loss : 0.4181
|
| 644 |
+
2024-05-25 15:05:28,095 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-25 15:06:01,407 - INFO - [204800/436063] Loss : 0.2415
|
| 647 |
+
2024-05-25 15:06:09,505 - INFO - [262144/436063] Loss : 0.2417
|
| 648 |
+
2024-05-25 15:06:12,709 - INFO - Test loss : 0.4223
|
| 649 |
+
2024-05-25 15:06:12,710 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-25 15:06:46,420 - INFO - [204800/436063] Loss : 0.2402
|
| 652 |
+
2024-05-25 15:06:54,867 - INFO - [262144/436063] Loss : 0.2408
|
| 653 |
+
2024-05-25 15:06:58,132 - INFO - Test loss : 0.4275
|
| 654 |
+
2024-05-25 15:06:58,132 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-25 15:07:30,039 - INFO - [204800/436063] Loss : 0.2404
|
| 657 |
+
2024-05-25 15:07:38,033 - INFO - [262144/436063] Loss : 0.2408
|
| 658 |
+
2024-05-25 15:07:41,278 - INFO - Test loss : 0.4326
|
| 659 |
+
2024-05-25 15:07:41,278 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-25 15:08:13,601 - INFO - [204800/436063] Loss : 0.2392
|
| 662 |
+
2024-05-25 15:08:22,422 - INFO - [262144/436063] Loss : 0.2396
|
| 663 |
+
2024-05-25 15:08:26,021 - INFO - Test loss : 0.4290
|
| 664 |
+
2024-05-25 15:08:26,021 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-25 15:09:01,012 - INFO - [204800/436063] Loss : 0.2394
|
| 667 |
+
2024-05-25 15:09:09,826 - INFO - [262144/436063] Loss : 0.2396
|
| 668 |
+
2024-05-25 15:09:13,338 - INFO - Test loss : 0.4290
|
| 669 |
+
2024-05-25 15:09:13,338 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-25 15:09:45,685 - INFO - [204800/436063] Loss : 0.2397
|
| 672 |
+
2024-05-25 15:09:53,791 - INFO - [262144/436063] Loss : 0.2398
|
| 673 |
+
2024-05-25 15:09:57,253 - INFO - Test loss : 0.4344
|
| 674 |
+
2024-05-25 15:09:57,253 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-25 15:10:30,197 - INFO - [204800/436063] Loss : 0.2389
|
| 677 |
+
2024-05-25 15:10:40,564 - INFO - [262144/436063] Loss : 0.2394
|
| 678 |
+
2024-05-25 15:10:44,879 - INFO - Test loss : 0.4375
|
| 679 |
+
2024-05-25 15:10:44,879 - INFO - Saving output model to ../models/space2vec_theory/model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 680 |
+
2024-05-25 15:10:44,943 - INFO - Saving output model to ../models/space2vec_theory/model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 681 |
+
2024-05-25 15:10:46,959 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-25 15:10:53,403 - INFO - (24426,)
|
| 684 |
+
2024-05-25 15:11:16,449 - INFO - Split ID: 0
|
| 685 |
+
2024-05-25 15:11:16,450 - INFO - Top 1 acc (%): 60.2
|
| 686 |
+
2024-05-25 15:11:16,450 - INFO - Top 3 acc (%): 77.9
|
| 687 |
+
2024-05-25 15:11:16,450 - INFO - Top 5 acc (%): 83.29
|
| 688 |
+
2024-05-25 15:11:16,450 - INFO - Top 10 acc (%): 88.5
|
| 689 |
+
2024-05-25 15:11:40,945 - INFO - Split ID: 0
|
| 690 |
+
2024-05-25 15:11:40,945 - INFO - Top 1 acc (%): 73.52
|
| 691 |
+
2024-05-25 15:11:40,945 - INFO - Top 3 acc (%): 87.37
|
| 692 |
+
2024-05-25 15:11:40,945 - INFO - Top 5 acc (%): 90.62
|
| 693 |
+
2024-05-25 15:11:40,945 - INFO - Top 10 acc (%): 93.64
|
| 694 |
+
2024-05-25 15:11:40,946 - INFO -
|
| 695 |
+
Space2Vec-theory
|
| 696 |
+
2024-05-25 15:11:40,946 - INFO - Model : model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 697 |
+
2024-05-25 15:11:41,717 - INFO - (24343,)
|
| 698 |
+
2024-05-25 15:12:02,123 - INFO - Split ID: 0
|
| 699 |
+
2024-05-25 15:12:02,132 - INFO - Top 1 LocEnc acc (%): 5.4
|
| 700 |
+
2024-05-25 15:12:02,133 - INFO - Top 3 LocEnc acc (%): 11.91
|
| 701 |
+
2024-05-25 15:12:02,134 - INFO - Top 5 LocEnc acc (%): 16.67
|
| 702 |
+
2024-05-25 15:12:02,135 - INFO - Top 10 LocEnc acc (%): 25.42
|
| 703 |
+
2024-05-31 01:53:00,293 - INFO -
|
| 704 |
+
num_classes 8142
|
| 705 |
+
2024-05-31 01:53:00,293 - INFO - num train 436063
|
| 706 |
+
2024-05-31 01:53:00,293 - INFO - num val 24343
|
| 707 |
+
2024-05-31 01:53:00,293 - INFO - train loss full_loss
|
| 708 |
+
2024-05-31 01:53:00,293 - INFO - model name ../models/space2vec_theory/model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 709 |
+
2024-05-31 01:53:00,293 - INFO - num users 18643
|
| 710 |
+
2024-05-31 01:53:01,186 - INFO -
|
| 711 |
+
Only Space2Vec-theory
|
| 712 |
+
2024-05-31 01:53:01,187 - INFO - Model : model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 713 |
+
2024-05-31 01:53:01,501 - INFO - Saving output model to ../models/space2vec_theory/model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 714 |
+
2024-05-31 01:53:01,712 - INFO - Saving output model to ../models/space2vec_theory/model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 715 |
+
2024-05-31 01:53:02,046 - INFO -
|
| 716 |
+
No prior
|
| 717 |
+
2024-05-31 01:53:02,277 - INFO - (24426,)
|
| 718 |
+
2024-05-31 01:53:19,462 - INFO - Save results to ../eval_results/eval_inat_2018__val_no_prior.csv
|
| 719 |
+
2024-05-31 01:53:19,462 - INFO - Split ID: 0
|
| 720 |
+
2024-05-31 01:53:19,462 - INFO - Top 1 acc (%): 60.2
|
| 721 |
+
2024-05-31 01:53:19,462 - INFO - Top 3 acc (%): 77.9
|
| 722 |
+
2024-05-31 01:53:19,462 - INFO - Top 5 acc (%): 83.29
|
| 723 |
+
2024-05-31 01:53:19,463 - INFO - Top 10 acc (%): 88.5
|
| 724 |
+
2024-05-31 01:53:45,419 - INFO - Split ID: 0
|
| 725 |
+
2024-05-31 01:53:45,419 - INFO - Top 1 hit (%): 73.52
|
| 726 |
+
2024-05-31 01:53:45,419 - INFO - Top 3 hit (%): 87.37
|
| 727 |
+
2024-05-31 01:53:45,419 - INFO - Top 5 hit (%): 90.62
|
| 728 |
+
2024-05-31 01:53:45,419 - INFO - Top 10 hit (%): 93.64
|
| 729 |
+
2024-05-31 01:53:45,426 - INFO -
|
| 730 |
+
Only Space2Vec-theory
|
| 731 |
+
2024-05-31 01:53:45,426 - INFO - Model : model_inat_2018_Space2Vec-theory_0.0200_64_0.0500000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 732 |
+
2024-05-31 01:53:46,187 - INFO - (24343,)
|
| 733 |
+
2024-05-31 01:54:06,271 - INFO - Split ID: 0
|
| 734 |
+
2024-05-31 01:54:06,279 - INFO - Top 1 LocEnc acc (%): 5.4
|
| 735 |
+
2024-05-31 01:54:06,280 - INFO - Top 3 LocEnc acc (%): 11.91
|
| 736 |
+
2024-05-31 01:54:06,281 - INFO - Top 5 LocEnc acc (%): 16.67
|
| 737 |
+
2024-05-31 01:54:06,282 - INFO - Top 10 LocEnc acc (%): 25.42
|