Upload data/model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.log with huggingface_hub
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data/model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.log
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| 1 |
+
2024-05-25 16:12:43,044 - INFO -
|
| 2 |
+
num_classes 5089
|
| 3 |
+
2024-05-25 16:12:43,045 - INFO - num train 569465
|
| 4 |
+
2024-05-25 16:12:43,045 - INFO - num val 93622
|
| 5 |
+
2024-05-25 16:12:43,045 - INFO - train loss full_loss
|
| 6 |
+
2024-05-25 16:12:43,045 - INFO - model name ../models/space2vec_grid/model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 7 |
+
2024-05-25 16:12:43,045 - INFO - num users 17302
|
| 8 |
+
2024-05-25 16:12:43,933 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-25 16:12:59,651 - INFO - [204800/569465] Loss : 1.4333
|
| 11 |
+
2024-05-25 16:13:03,986 - INFO - [266240/569465] Loss : 1.3045
|
| 12 |
+
2024-05-25 16:13:09,326 - INFO - Test loss : 0.3513
|
| 13 |
+
2024-05-25 16:13:09,326 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-25 16:13:24,592 - INFO - [204800/569465] Loss : 0.7542
|
| 16 |
+
2024-05-25 16:13:28,934 - INFO - [266240/569465] Loss : 0.7438
|
| 17 |
+
2024-05-25 16:13:34,277 - INFO - Test loss : 0.3558
|
| 18 |
+
2024-05-25 16:13:34,277 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-25 16:13:49,540 - INFO - [204800/569465] Loss : 0.6637
|
| 21 |
+
2024-05-25 16:13:53,882 - INFO - [266240/569465] Loss : 0.6605
|
| 22 |
+
2024-05-25 16:13:59,221 - INFO - Test loss : 0.3550
|
| 23 |
+
2024-05-25 16:13:59,221 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-25 16:14:14,491 - INFO - [204800/569465] Loss : 0.6158
|
| 26 |
+
2024-05-25 16:14:18,849 - INFO - [266240/569465] Loss : 0.6139
|
| 27 |
+
2024-05-25 16:14:24,209 - INFO - Test loss : 0.3873
|
| 28 |
+
2024-05-25 16:14:24,209 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-25 16:14:39,439 - INFO - [204800/569465] Loss : 0.5840
|
| 31 |
+
2024-05-25 16:14:43,765 - INFO - [266240/569465] Loss : 0.5843
|
| 32 |
+
2024-05-25 16:14:49,093 - INFO - Test loss : 0.3964
|
| 33 |
+
2024-05-25 16:14:49,093 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-25 16:15:04,320 - INFO - [204800/569465] Loss : 0.5630
|
| 36 |
+
2024-05-25 16:15:08,596 - INFO - [266240/569465] Loss : 0.5629
|
| 37 |
+
2024-05-25 16:15:13,997 - INFO - Test loss : 0.4452
|
| 38 |
+
2024-05-25 16:15:13,998 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-25 16:15:29,084 - INFO - [204800/569465] Loss : 0.5443
|
| 41 |
+
2024-05-25 16:15:33,390 - INFO - [266240/569465] Loss : 0.5449
|
| 42 |
+
2024-05-25 16:15:38,719 - INFO - Test loss : 0.4563
|
| 43 |
+
2024-05-25 16:15:38,719 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-25 16:15:53,840 - INFO - [204800/569465] Loss : 0.5303
|
| 46 |
+
2024-05-25 16:15:58,175 - INFO - [266240/569465] Loss : 0.5314
|
| 47 |
+
2024-05-25 16:16:03,522 - INFO - Test loss : 0.4822
|
| 48 |
+
2024-05-25 16:16:03,522 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-25 16:16:18,690 - INFO - [204800/569465] Loss : 0.5186
|
| 51 |
+
2024-05-25 16:16:23,032 - INFO - [266240/569465] Loss : 0.5191
|
| 52 |
+
2024-05-25 16:16:28,393 - INFO - Test loss : 0.5213
|
| 53 |
+
2024-05-25 16:16:28,393 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-25 16:16:43,643 - INFO - [204800/569465] Loss : 0.5093
|
| 56 |
+
2024-05-25 16:16:47,998 - INFO - [266240/569465] Loss : 0.5101
|
| 57 |
+
2024-05-25 16:16:53,319 - INFO - Test loss : 0.5480
|
| 58 |
+
2024-05-25 16:16:53,319 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-25 16:17:08,632 - INFO - [204800/569465] Loss : 0.5003
|
| 61 |
+
2024-05-25 16:17:12,886 - INFO - [266240/569465] Loss : 0.5014
|
| 62 |
+
2024-05-25 16:17:18,277 - INFO - Test loss : 0.5503
|
| 63 |
+
2024-05-25 16:17:20,434 - INFO - (93622,)
|
| 64 |
+
2024-05-25 16:18:06,660 - INFO - Split ID: 0
|
| 65 |
+
2024-05-25 16:18:06,698 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 0.86
|
| 66 |
+
2024-05-25 16:18:06,701 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 2.42
|
| 67 |
+
2024-05-25 16:18:06,704 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 3.77
|
| 68 |
+
2024-05-25 16:18:06,707 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 6.69
|
| 69 |
+
2024-05-25 16:18:06,960 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-25 16:18:07,520 - INFO - (95986,)
|
| 72 |
+
2024-05-25 16:18:25,579 - INFO - Split ID: 0
|
| 73 |
+
2024-05-25 16:18:25,580 - INFO - Top 1 (Epoch 10)acc (%): 63.27
|
| 74 |
+
2024-05-25 16:18:25,580 - INFO - Top 3 (Epoch 10)acc (%): 79.82
|
| 75 |
+
2024-05-25 16:18:25,580 - INFO - Top 5 (Epoch 10)acc (%): 84.51
|
| 76 |
+
2024-05-25 16:18:25,580 - INFO - Top 10 (Epoch 10)acc (%): 88.99
|
| 77 |
+
2024-05-25 16:19:10,155 - INFO - Split ID: 0
|
| 78 |
+
2024-05-25 16:19:10,155 - INFO - Top 1 (Epoch 10)acc (%): 69.29
|
| 79 |
+
2024-05-25 16:19:10,155 - INFO - Top 3 (Epoch 10)acc (%): 84.34
|
| 80 |
+
2024-05-25 16:19:10,156 - INFO - Top 5 (Epoch 10)acc (%): 88.16
|
| 81 |
+
2024-05-25 16:19:10,156 - INFO - Top 10 (Epoch 10)acc (%): 91.72
|
| 82 |
+
2024-05-25 16:19:10,158 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-25 16:19:25,455 - INFO - [204800/569465] Loss : 0.4917
|
| 85 |
+
2024-05-25 16:19:29,685 - INFO - [266240/569465] Loss : 0.4933
|
| 86 |
+
2024-05-25 16:19:35,100 - INFO - Test loss : 0.5632
|
| 87 |
+
2024-05-25 16:19:35,101 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-25 16:19:50,430 - INFO - [204800/569465] Loss : 0.4875
|
| 90 |
+
2024-05-25 16:19:54,693 - INFO - [266240/569465] Loss : 0.4880
|
| 91 |
+
2024-05-25 16:20:00,108 - INFO - Test loss : 0.5941
|
| 92 |
+
2024-05-25 16:20:00,108 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-25 16:20:15,358 - INFO - [204800/569465] Loss : 0.4776
|
| 95 |
+
2024-05-25 16:20:19,608 - INFO - [266240/569465] Loss : 0.4792
|
| 96 |
+
2024-05-25 16:20:25,026 - INFO - Test loss : 0.5891
|
| 97 |
+
2024-05-25 16:20:25,026 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-25 16:20:40,251 - INFO - [204800/569465] Loss : 0.4740
|
| 100 |
+
2024-05-25 16:20:44,488 - INFO - [266240/569465] Loss : 0.4752
|
| 101 |
+
2024-05-25 16:20:49,808 - INFO - Test loss : 0.6469
|
| 102 |
+
2024-05-25 16:20:49,809 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-25 16:21:05,022 - INFO - [204800/569465] Loss : 0.4689
|
| 105 |
+
2024-05-25 16:21:09,355 - INFO - [266240/569465] Loss : 0.4702
|
| 106 |
+
2024-05-25 16:21:14,677 - INFO - Test loss : 0.6074
|
| 107 |
+
2024-05-25 16:21:14,678 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-25 16:21:29,814 - INFO - [204800/569465] Loss : 0.4642
|
| 110 |
+
2024-05-25 16:21:34,124 - INFO - [266240/569465] Loss : 0.4651
|
| 111 |
+
2024-05-25 16:21:39,474 - INFO - Test loss : 0.6643
|
| 112 |
+
2024-05-25 16:21:39,474 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-25 16:21:54,684 - INFO - [204800/569465] Loss : 0.4596
|
| 115 |
+
2024-05-25 16:21:59,013 - INFO - [266240/569465] Loss : 0.4615
|
| 116 |
+
2024-05-25 16:22:04,354 - INFO - Test loss : 0.6403
|
| 117 |
+
2024-05-25 16:22:04,355 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-25 16:22:19,558 - INFO - [204800/569465] Loss : 0.4550
|
| 120 |
+
2024-05-25 16:22:23,887 - INFO - [266240/569465] Loss : 0.4566
|
| 121 |
+
2024-05-25 16:22:29,187 - INFO - Test loss : 0.6456
|
| 122 |
+
2024-05-25 16:22:29,188 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-25 16:22:44,450 - INFO - [204800/569465] Loss : 0.4524
|
| 125 |
+
2024-05-25 16:22:48,779 - INFO - [266240/569465] Loss : 0.4539
|
| 126 |
+
2024-05-25 16:22:54,090 - INFO - Test loss : 0.6531
|
| 127 |
+
2024-05-25 16:22:54,090 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-25 16:23:09,268 - INFO - [204800/569465] Loss : 0.4486
|
| 130 |
+
2024-05-25 16:23:13,575 - INFO - [266240/569465] Loss : 0.4505
|
| 131 |
+
2024-05-25 16:23:18,885 - INFO - Test loss : 0.6661
|
| 132 |
+
2024-05-25 16:23:21,035 - INFO - (93622,)
|
| 133 |
+
2024-05-25 16:24:07,152 - INFO - Split ID: 0
|
| 134 |
+
2024-05-25 16:24:07,191 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 1.04
|
| 135 |
+
2024-05-25 16:24:07,194 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 2.78
|
| 136 |
+
2024-05-25 16:24:07,197 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 4.23
|
| 137 |
+
2024-05-25 16:24:07,200 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 7.49
|
| 138 |
+
2024-05-25 16:24:07,471 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-25 16:24:08,052 - INFO - (95986,)
|
| 141 |
+
2024-05-25 16:24:26,055 - INFO - Split ID: 0
|
| 142 |
+
2024-05-25 16:24:26,056 - INFO - Top 1 (Epoch 20)acc (%): 63.27
|
| 143 |
+
2024-05-25 16:24:26,056 - INFO - Top 3 (Epoch 20)acc (%): 79.82
|
| 144 |
+
2024-05-25 16:24:26,056 - INFO - Top 5 (Epoch 20)acc (%): 84.51
|
| 145 |
+
2024-05-25 16:24:26,056 - INFO - Top 10 (Epoch 20)acc (%): 88.99
|
| 146 |
+
2024-05-25 16:25:10,285 - INFO - Split ID: 0
|
| 147 |
+
2024-05-25 16:25:10,285 - INFO - Top 1 (Epoch 20)acc (%): 69.07
|
| 148 |
+
2024-05-25 16:25:10,285 - INFO - Top 3 (Epoch 20)acc (%): 84.2
|
| 149 |
+
2024-05-25 16:25:10,285 - INFO - Top 5 (Epoch 20)acc (%): 87.97
|
| 150 |
+
2024-05-25 16:25:10,285 - INFO - Top 10 (Epoch 20)acc (%): 91.55
|
| 151 |
+
2024-05-25 16:25:10,288 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-25 16:25:25,466 - INFO - [204800/569465] Loss : 0.4463
|
| 154 |
+
2024-05-25 16:25:29,773 - INFO - [266240/569465] Loss : 0.4474
|
| 155 |
+
2024-05-25 16:25:35,108 - INFO - Test loss : 0.6965
|
| 156 |
+
2024-05-25 16:25:35,108 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-25 16:25:50,330 - INFO - [204800/569465] Loss : 0.4424
|
| 159 |
+
2024-05-25 16:25:54,561 - INFO - [266240/569465] Loss : 0.4444
|
| 160 |
+
2024-05-25 16:25:59,952 - INFO - Test loss : 0.6765
|
| 161 |
+
2024-05-25 16:25:59,952 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-25 16:26:15,112 - INFO - [204800/569465] Loss : 0.4396
|
| 164 |
+
2024-05-25 16:26:19,424 - INFO - [266240/569465] Loss : 0.4412
|
| 165 |
+
2024-05-25 16:26:24,735 - INFO - Test loss : 0.6977
|
| 166 |
+
2024-05-25 16:26:24,735 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-25 16:26:39,865 - INFO - [204800/569465] Loss : 0.4379
|
| 169 |
+
2024-05-25 16:26:44,170 - INFO - [266240/569465] Loss : 0.4390
|
| 170 |
+
2024-05-25 16:26:49,486 - INFO - Test loss : 0.7342
|
| 171 |
+
2024-05-25 16:26:49,486 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-25 16:27:04,670 - INFO - [204800/569465] Loss : 0.4348
|
| 174 |
+
2024-05-25 16:27:09,026 - INFO - [266240/569465] Loss : 0.4361
|
| 175 |
+
2024-05-25 16:27:14,390 - INFO - Test loss : 0.7281
|
| 176 |
+
2024-05-25 16:27:14,390 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-25 16:27:29,588 - INFO - [204800/569465] Loss : 0.4318
|
| 179 |
+
2024-05-25 16:27:33,908 - INFO - [266240/569465] Loss : 0.4331
|
| 180 |
+
2024-05-25 16:27:39,214 - INFO - Test loss : 0.7110
|
| 181 |
+
2024-05-25 16:27:39,214 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-25 16:27:54,383 - INFO - [204800/569465] Loss : 0.4293
|
| 184 |
+
2024-05-25 16:27:58,613 - INFO - [266240/569465] Loss : 0.4309
|
| 185 |
+
2024-05-25 16:28:04,024 - INFO - Test loss : 0.7217
|
| 186 |
+
2024-05-25 16:28:04,024 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-25 16:28:19,208 - INFO - [204800/569465] Loss : 0.4272
|
| 189 |
+
2024-05-25 16:28:23,483 - INFO - [266240/569465] Loss : 0.4281
|
| 190 |
+
2024-05-25 16:28:28,953 - INFO - Test loss : 0.7781
|
| 191 |
+
2024-05-25 16:28:28,953 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-25 16:28:44,219 - INFO - [204800/569465] Loss : 0.4259
|
| 194 |
+
2024-05-25 16:28:48,461 - INFO - [266240/569465] Loss : 0.4271
|
| 195 |
+
2024-05-25 16:28:53,870 - INFO - Test loss : 0.7592
|
| 196 |
+
2024-05-25 16:28:53,870 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-25 16:29:09,107 - INFO - [204800/569465] Loss : 0.4241
|
| 199 |
+
2024-05-25 16:29:13,386 - INFO - [266240/569465] Loss : 0.4248
|
| 200 |
+
2024-05-25 16:29:18,833 - INFO - Test loss : 0.7517
|
| 201 |
+
2024-05-25 16:29:20,942 - INFO - (93622,)
|
| 202 |
+
2024-05-25 16:30:08,159 - INFO - Split ID: 0
|
| 203 |
+
2024-05-25 16:30:08,196 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 1.2
|
| 204 |
+
2024-05-25 16:30:08,199 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 2.95
|
| 205 |
+
2024-05-25 16:30:08,202 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 4.45
|
| 206 |
+
2024-05-25 16:30:08,205 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 7.83
|
| 207 |
+
2024-05-25 16:30:08,456 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-25 16:30:09,018 - INFO - (95986,)
|
| 210 |
+
2024-05-25 16:30:27,091 - INFO - Split ID: 0
|
| 211 |
+
2024-05-25 16:30:27,091 - INFO - Top 1 (Epoch 30)acc (%): 63.27
|
| 212 |
+
2024-05-25 16:30:27,091 - INFO - Top 3 (Epoch 30)acc (%): 79.82
|
| 213 |
+
2024-05-25 16:30:27,092 - INFO - Top 5 (Epoch 30)acc (%): 84.51
|
| 214 |
+
2024-05-25 16:30:27,092 - INFO - Top 10 (Epoch 30)acc (%): 88.99
|
| 215 |
+
2024-05-25 16:31:11,432 - INFO - Split ID: 0
|
| 216 |
+
2024-05-25 16:31:11,433 - INFO - Top 1 (Epoch 30)acc (%): 69.05
|
| 217 |
+
2024-05-25 16:31:11,433 - INFO - Top 3 (Epoch 30)acc (%): 84.04
|
| 218 |
+
2024-05-25 16:31:11,433 - INFO - Top 5 (Epoch 30)acc (%): 87.79
|
| 219 |
+
2024-05-25 16:31:11,433 - INFO - Top 10 (Epoch 30)acc (%): 91.43
|
| 220 |
+
2024-05-25 16:31:11,435 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-25 16:31:26,667 - INFO - [204800/569465] Loss : 0.4216
|
| 223 |
+
2024-05-25 16:31:30,910 - INFO - [266240/569465] Loss : 0.4228
|
| 224 |
+
2024-05-25 16:31:36,240 - INFO - Test loss : 0.7896
|
| 225 |
+
2024-05-25 16:31:36,240 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-25 16:31:51,424 - INFO - [204800/569465] Loss : 0.4202
|
| 228 |
+
2024-05-25 16:31:55,764 - INFO - [266240/569465] Loss : 0.4214
|
| 229 |
+
2024-05-25 16:32:01,097 - INFO - Test loss : 0.7940
|
| 230 |
+
2024-05-25 16:32:01,097 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-25 16:32:16,355 - INFO - [204800/569465] Loss : 0.4177
|
| 233 |
+
2024-05-25 16:32:20,682 - INFO - [266240/569465] Loss : 0.4190
|
| 234 |
+
2024-05-25 16:32:26,015 - INFO - Test loss : 0.7945
|
| 235 |
+
2024-05-25 16:32:26,015 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-25 16:32:41,201 - INFO - [204800/569465] Loss : 0.4180
|
| 238 |
+
2024-05-25 16:32:45,527 - INFO - [266240/569465] Loss : 0.4185
|
| 239 |
+
2024-05-25 16:32:50,836 - INFO - Test loss : 0.7884
|
| 240 |
+
2024-05-25 16:32:50,836 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-25 16:33:05,977 - INFO - [204800/569465] Loss : 0.4155
|
| 243 |
+
2024-05-25 16:33:10,311 - INFO - [266240/569465] Loss : 0.4169
|
| 244 |
+
2024-05-25 16:33:15,623 - INFO - Test loss : 0.7988
|
| 245 |
+
2024-05-25 16:33:15,623 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-25 16:33:30,814 - INFO - [204800/569465] Loss : 0.4128
|
| 248 |
+
2024-05-25 16:33:35,124 - INFO - [266240/569465] Loss : 0.4144
|
| 249 |
+
2024-05-25 16:33:40,433 - INFO - Test loss : 0.8086
|
| 250 |
+
2024-05-25 16:33:40,433 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-25 16:33:55,571 - INFO - [204800/569465] Loss : 0.4127
|
| 253 |
+
2024-05-25 16:33:59,875 - INFO - [266240/569465] Loss : 0.4135
|
| 254 |
+
2024-05-25 16:34:05,197 - INFO - Test loss : 0.8478
|
| 255 |
+
2024-05-25 16:34:05,197 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-25 16:34:20,340 - INFO - [204800/569465] Loss : 0.4093
|
| 258 |
+
2024-05-25 16:34:24,681 - INFO - [266240/569465] Loss : 0.4101
|
| 259 |
+
2024-05-25 16:34:30,011 - INFO - Test loss : 0.8180
|
| 260 |
+
2024-05-25 16:34:30,011 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-25 16:34:45,152 - INFO - [204800/569465] Loss : 0.4096
|
| 263 |
+
2024-05-25 16:34:49,372 - INFO - [266240/569465] Loss : 0.4106
|
| 264 |
+
2024-05-25 16:34:54,770 - INFO - Test loss : 0.8232
|
| 265 |
+
2024-05-25 16:34:54,771 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-25 16:35:10,191 - INFO - [204800/569465] Loss : 0.4072
|
| 268 |
+
2024-05-25 16:35:14,508 - INFO - [266240/569465] Loss : 0.4087
|
| 269 |
+
2024-05-25 16:35:19,858 - INFO - Test loss : 0.8612
|
| 270 |
+
2024-05-25 16:35:21,965 - INFO - (93622,)
|
| 271 |
+
2024-05-25 16:36:08,112 - INFO - Split ID: 0
|
| 272 |
+
2024-05-25 16:36:08,149 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 1.24
|
| 273 |
+
2024-05-25 16:36:08,152 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 3.1
|
| 274 |
+
2024-05-25 16:36:08,155 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 4.58
|
| 275 |
+
2024-05-25 16:36:08,158 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 7.84
|
| 276 |
+
2024-05-25 16:36:08,412 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-25 16:36:08,970 - INFO - (95986,)
|
| 279 |
+
2024-05-25 16:36:26,980 - INFO - Split ID: 0
|
| 280 |
+
2024-05-25 16:36:26,981 - INFO - Top 1 (Epoch 40)acc (%): 63.27
|
| 281 |
+
2024-05-25 16:36:26,981 - INFO - Top 3 (Epoch 40)acc (%): 79.82
|
| 282 |
+
2024-05-25 16:36:26,981 - INFO - Top 5 (Epoch 40)acc (%): 84.51
|
| 283 |
+
2024-05-25 16:36:26,981 - INFO - Top 10 (Epoch 40)acc (%): 88.99
|
| 284 |
+
2024-05-25 16:37:11,379 - INFO - Split ID: 0
|
| 285 |
+
2024-05-25 16:37:11,380 - INFO - Top 1 (Epoch 40)acc (%): 68.87
|
| 286 |
+
2024-05-25 16:37:11,380 - INFO - Top 3 (Epoch 40)acc (%): 83.83
|
| 287 |
+
2024-05-25 16:37:11,380 - INFO - Top 5 (Epoch 40)acc (%): 87.6
|
| 288 |
+
2024-05-25 16:37:11,380 - INFO - Top 10 (Epoch 40)acc (%): 91.24
|
| 289 |
+
2024-05-25 16:37:11,382 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-25 16:37:26,627 - INFO - [204800/569465] Loss : 0.4061
|
| 292 |
+
2024-05-25 16:37:30,962 - INFO - [266240/569465] Loss : 0.4070
|
| 293 |
+
2024-05-25 16:37:36,337 - INFO - Test loss : 0.8710
|
| 294 |
+
2024-05-25 16:37:36,338 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-25 16:37:51,598 - INFO - [204800/569465] Loss : 0.4046
|
| 297 |
+
2024-05-25 16:37:55,956 - INFO - [266240/569465] Loss : 0.4054
|
| 298 |
+
2024-05-25 16:38:01,297 - INFO - Test loss : 0.8638
|
| 299 |
+
2024-05-25 16:38:01,297 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-25 16:38:16,585 - INFO - [204800/569465] Loss : 0.4033
|
| 302 |
+
2024-05-25 16:38:20,938 - INFO - [266240/569465] Loss : 0.4039
|
| 303 |
+
2024-05-25 16:38:26,283 - INFO - Test loss : 0.8640
|
| 304 |
+
2024-05-25 16:38:26,283 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-25 16:38:41,557 - INFO - [204800/569465] Loss : 0.4022
|
| 307 |
+
2024-05-25 16:38:45,808 - INFO - [266240/569465] Loss : 0.4033
|
| 308 |
+
2024-05-25 16:38:51,217 - INFO - Test loss : 0.8745
|
| 309 |
+
2024-05-25 16:38:51,217 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-25 16:39:06,475 - INFO - [204800/569465] Loss : 0.4004
|
| 312 |
+
2024-05-25 16:39:10,715 - INFO - [266240/569465] Loss : 0.4010
|
| 313 |
+
2024-05-25 16:39:16,125 - INFO - Test loss : 0.8881
|
| 314 |
+
2024-05-25 16:39:16,125 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-25 16:39:31,323 - INFO - [204800/569465] Loss : 0.3994
|
| 317 |
+
2024-05-25 16:39:35,574 - INFO - [266240/569465] Loss : 0.3998
|
| 318 |
+
2024-05-25 16:39:40,973 - INFO - Test loss : 0.9054
|
| 319 |
+
2024-05-25 16:39:40,973 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-25 16:39:56,233 - INFO - [204800/569465] Loss : 0.3987
|
| 322 |
+
2024-05-25 16:40:00,446 - INFO - [266240/569465] Loss : 0.3996
|
| 323 |
+
2024-05-25 16:40:05,849 - INFO - Test loss : 0.8815
|
| 324 |
+
2024-05-25 16:40:05,849 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-25 16:40:21,016 - INFO - [204800/569465] Loss : 0.3972
|
| 327 |
+
2024-05-25 16:40:25,262 - INFO - [266240/569465] Loss : 0.3985
|
| 328 |
+
2024-05-25 16:40:30,580 - INFO - Test loss : 0.8904
|
| 329 |
+
2024-05-25 16:40:30,580 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-25 16:40:45,809 - INFO - [204800/569465] Loss : 0.3968
|
| 332 |
+
2024-05-25 16:40:50,216 - INFO - [266240/569465] Loss : 0.3974
|
| 333 |
+
2024-05-25 16:40:55,597 - INFO - Test loss : 0.9020
|
| 334 |
+
2024-05-25 16:40:55,597 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-25 16:41:10,823 - INFO - [204800/569465] Loss : 0.3956
|
| 337 |
+
2024-05-25 16:41:15,148 - INFO - [266240/569465] Loss : 0.3964
|
| 338 |
+
2024-05-25 16:41:20,462 - INFO - Test loss : 0.9015
|
| 339 |
+
2024-05-25 16:41:22,566 - INFO - (93622,)
|
| 340 |
+
2024-05-25 16:42:12,841 - INFO - Split ID: 0
|
| 341 |
+
2024-05-25 16:42:12,878 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 1.2
|
| 342 |
+
2024-05-25 16:42:12,881 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 3.14
|
| 343 |
+
2024-05-25 16:42:12,884 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 4.73
|
| 344 |
+
2024-05-25 16:42:12,887 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 8.14
|
| 345 |
+
2024-05-25 16:42:13,141 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-25 16:42:13,705 - INFO - (95986,)
|
| 348 |
+
2024-05-25 16:42:31,673 - INFO - Split ID: 0
|
| 349 |
+
2024-05-25 16:42:31,674 - INFO - Top 1 (Epoch 50)acc (%): 63.27
|
| 350 |
+
2024-05-25 16:42:31,674 - INFO - Top 3 (Epoch 50)acc (%): 79.82
|
| 351 |
+
2024-05-25 16:42:31,674 - INFO - Top 5 (Epoch 50)acc (%): 84.51
|
| 352 |
+
2024-05-25 16:42:31,674 - INFO - Top 10 (Epoch 50)acc (%): 88.99
|
| 353 |
+
2024-05-25 16:43:15,955 - INFO - Split ID: 0
|
| 354 |
+
2024-05-25 16:43:15,955 - INFO - Top 1 (Epoch 50)acc (%): 68.74
|
| 355 |
+
2024-05-25 16:43:15,956 - INFO - Top 3 (Epoch 50)acc (%): 83.72
|
| 356 |
+
2024-05-25 16:43:15,956 - INFO - Top 5 (Epoch 50)acc (%): 87.48
|
| 357 |
+
2024-05-25 16:43:15,956 - INFO - Top 10 (Epoch 50)acc (%): 91.21
|
| 358 |
+
2024-05-25 16:43:15,958 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-25 16:43:31,083 - INFO - [204800/569465] Loss : 0.3930
|
| 361 |
+
2024-05-25 16:43:35,413 - INFO - [266240/569465] Loss : 0.3946
|
| 362 |
+
2024-05-25 16:43:40,741 - INFO - Test loss : 0.8927
|
| 363 |
+
2024-05-25 16:43:40,742 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-25 16:43:55,966 - INFO - [204800/569465] Loss : 0.3936
|
| 366 |
+
2024-05-25 16:44:00,295 - INFO - [266240/569465] Loss : 0.3948
|
| 367 |
+
2024-05-25 16:44:05,605 - INFO - Test loss : 0.8957
|
| 368 |
+
2024-05-25 16:44:05,605 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-25 16:44:20,837 - INFO - [204800/569465] Loss : 0.3933
|
| 371 |
+
2024-05-25 16:44:25,201 - INFO - [266240/569465] Loss : 0.3938
|
| 372 |
+
2024-05-25 16:44:30,539 - INFO - Test loss : 0.9141
|
| 373 |
+
2024-05-25 16:44:30,540 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-25 16:44:45,718 - INFO - [204800/569465] Loss : 0.3910
|
| 376 |
+
2024-05-25 16:44:50,036 - INFO - [266240/569465] Loss : 0.3920
|
| 377 |
+
2024-05-25 16:44:55,357 - INFO - Test loss : 0.9263
|
| 378 |
+
2024-05-25 16:44:55,357 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-25 16:45:10,520 - INFO - [204800/569465] Loss : 0.3899
|
| 381 |
+
2024-05-25 16:45:14,840 - INFO - [266240/569465] Loss : 0.3908
|
| 382 |
+
2024-05-25 16:45:20,136 - INFO - Test loss : 0.9317
|
| 383 |
+
2024-05-25 16:45:20,137 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-25 16:45:35,381 - INFO - [204800/569465] Loss : 0.3894
|
| 386 |
+
2024-05-25 16:45:39,619 - INFO - [266240/569465] Loss : 0.3904
|
| 387 |
+
2024-05-25 16:45:45,023 - INFO - Test loss : 0.9304
|
| 388 |
+
2024-05-25 16:45:45,023 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-25 16:46:00,307 - INFO - [204800/569465] Loss : 0.3883
|
| 391 |
+
2024-05-25 16:46:04,621 - INFO - [266240/569465] Loss : 0.3891
|
| 392 |
+
2024-05-25 16:46:09,980 - INFO - Test loss : 0.9293
|
| 393 |
+
2024-05-25 16:46:09,980 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-25 16:46:25,238 - INFO - [204800/569465] Loss : 0.3871
|
| 396 |
+
2024-05-25 16:46:29,573 - INFO - [266240/569465] Loss : 0.3882
|
| 397 |
+
2024-05-25 16:46:34,920 - INFO - Test loss : 0.9334
|
| 398 |
+
2024-05-25 16:46:34,920 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-25 16:46:50,172 - INFO - [204800/569465] Loss : 0.3872
|
| 401 |
+
2024-05-25 16:46:54,522 - INFO - [266240/569465] Loss : 0.3882
|
| 402 |
+
2024-05-25 16:46:59,857 - INFO - Test loss : 0.9536
|
| 403 |
+
2024-05-25 16:46:59,857 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-25 16:47:15,051 - INFO - [204800/569465] Loss : 0.3853
|
| 406 |
+
2024-05-25 16:47:19,397 - INFO - [266240/569465] Loss : 0.3861
|
| 407 |
+
2024-05-25 16:47:24,756 - INFO - Test loss : 0.9499
|
| 408 |
+
2024-05-25 16:47:26,907 - INFO - (93622,)
|
| 409 |
+
2024-05-25 16:48:19,483 - INFO - Split ID: 0
|
| 410 |
+
2024-05-25 16:48:19,520 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 1.31
|
| 411 |
+
2024-05-25 16:48:19,523 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 3.22
|
| 412 |
+
2024-05-25 16:48:19,526 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 4.79
|
| 413 |
+
2024-05-25 16:48:19,529 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 8.3
|
| 414 |
+
2024-05-25 16:48:19,774 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-25 16:48:20,335 - INFO - (95986,)
|
| 417 |
+
2024-05-25 16:48:38,345 - INFO - Split ID: 0
|
| 418 |
+
2024-05-25 16:48:38,345 - INFO - Top 1 (Epoch 60)acc (%): 63.27
|
| 419 |
+
2024-05-25 16:48:38,345 - INFO - Top 3 (Epoch 60)acc (%): 79.82
|
| 420 |
+
2024-05-25 16:48:38,346 - INFO - Top 5 (Epoch 60)acc (%): 84.51
|
| 421 |
+
2024-05-25 16:48:38,346 - INFO - Top 10 (Epoch 60)acc (%): 88.99
|
| 422 |
+
2024-05-25 16:49:22,554 - INFO - Split ID: 0
|
| 423 |
+
2024-05-25 16:49:22,554 - INFO - Top 1 (Epoch 60)acc (%): 68.6
|
| 424 |
+
2024-05-25 16:49:22,554 - INFO - Top 3 (Epoch 60)acc (%): 83.61
|
| 425 |
+
2024-05-25 16:49:22,554 - INFO - Top 5 (Epoch 60)acc (%): 87.38
|
| 426 |
+
2024-05-25 16:49:22,554 - INFO - Top 10 (Epoch 60)acc (%): 91.08
|
| 427 |
+
2024-05-25 16:49:22,557 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-25 16:49:37,788 - INFO - [204800/569465] Loss : 0.3853
|
| 430 |
+
2024-05-25 16:49:42,024 - INFO - [266240/569465] Loss : 0.3864
|
| 431 |
+
2024-05-25 16:49:47,407 - INFO - Test loss : 0.9453
|
| 432 |
+
2024-05-25 16:49:47,407 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-25 16:50:02,546 - INFO - [204800/569465] Loss : 0.3838
|
| 435 |
+
2024-05-25 16:50:06,773 - INFO - [266240/569465] Loss : 0.3849
|
| 436 |
+
2024-05-25 16:50:12,161 - INFO - Test loss : 0.9508
|
| 437 |
+
2024-05-25 16:50:12,161 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-25 16:50:27,296 - INFO - [204800/569465] Loss : 0.3846
|
| 440 |
+
2024-05-25 16:50:31,522 - INFO - [266240/569465] Loss : 0.3849
|
| 441 |
+
2024-05-25 16:50:36,900 - INFO - Test loss : 0.9704
|
| 442 |
+
2024-05-25 16:50:36,900 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-25 16:50:52,071 - INFO - [204800/569465] Loss : 0.3820
|
| 445 |
+
2024-05-25 16:50:56,293 - INFO - [266240/569465] Loss : 0.3831
|
| 446 |
+
2024-05-25 16:51:01,683 - INFO - Test loss : 0.9583
|
| 447 |
+
2024-05-25 16:51:01,683 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-25 16:51:16,865 - INFO - [204800/569465] Loss : 0.3827
|
| 450 |
+
2024-05-25 16:51:21,139 - INFO - [266240/569465] Loss : 0.3831
|
| 451 |
+
2024-05-25 16:51:26,548 - INFO - Test loss : 0.9537
|
| 452 |
+
2024-05-25 16:51:26,548 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-25 16:51:41,879 - INFO - [204800/569465] Loss : 0.3808
|
| 455 |
+
2024-05-25 16:51:46,262 - INFO - [266240/569465] Loss : 0.3818
|
| 456 |
+
2024-05-25 16:51:51,583 - INFO - Test loss : 0.9744
|
| 457 |
+
2024-05-25 16:51:51,583 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-25 16:52:06,808 - INFO - [204800/569465] Loss : 0.3806
|
| 460 |
+
2024-05-25 16:52:11,171 - INFO - [266240/569465] Loss : 0.3811
|
| 461 |
+
2024-05-25 16:52:16,495 - INFO - Test loss : 0.9849
|
| 462 |
+
2024-05-25 16:52:16,495 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-25 16:52:31,761 - INFO - [204800/569465] Loss : 0.3802
|
| 465 |
+
2024-05-25 16:52:36,121 - INFO - [266240/569465] Loss : 0.3804
|
| 466 |
+
2024-05-25 16:52:41,469 - INFO - Test loss : 0.9935
|
| 467 |
+
2024-05-25 16:52:41,469 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-25 16:52:56,664 - INFO - [204800/569465] Loss : 0.3792
|
| 470 |
+
2024-05-25 16:53:01,014 - INFO - [266240/569465] Loss : 0.3802
|
| 471 |
+
2024-05-25 16:53:06,373 - INFO - Test loss : 1.0081
|
| 472 |
+
2024-05-25 16:53:06,373 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-25 16:53:21,567 - INFO - [204800/569465] Loss : 0.3789
|
| 475 |
+
2024-05-25 16:53:25,920 - INFO - [266240/569465] Loss : 0.3794
|
| 476 |
+
2024-05-25 16:53:31,241 - INFO - Test loss : 0.9940
|
| 477 |
+
2024-05-25 16:53:33,407 - INFO - (93622,)
|
| 478 |
+
2024-05-25 16:54:25,680 - INFO - Split ID: 0
|
| 479 |
+
2024-05-25 16:54:25,716 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 1.29
|
| 480 |
+
2024-05-25 16:54:25,719 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 3.2
|
| 481 |
+
2024-05-25 16:54:25,722 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 4.79
|
| 482 |
+
2024-05-25 16:54:25,725 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 8.22
|
| 483 |
+
2024-05-25 16:54:25,968 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-25 16:54:26,532 - INFO - (95986,)
|
| 486 |
+
2024-05-25 16:54:44,568 - INFO - Split ID: 0
|
| 487 |
+
2024-05-25 16:54:44,568 - INFO - Top 1 (Epoch 70)acc (%): 63.27
|
| 488 |
+
2024-05-25 16:54:44,569 - INFO - Top 3 (Epoch 70)acc (%): 79.82
|
| 489 |
+
2024-05-25 16:54:44,569 - INFO - Top 5 (Epoch 70)acc (%): 84.51
|
| 490 |
+
2024-05-25 16:54:44,569 - INFO - Top 10 (Epoch 70)acc (%): 88.99
|
| 491 |
+
2024-05-25 16:55:28,864 - INFO - Split ID: 0
|
| 492 |
+
2024-05-25 16:55:28,865 - INFO - Top 1 (Epoch 70)acc (%): 68.48
|
| 493 |
+
2024-05-25 16:55:28,865 - INFO - Top 3 (Epoch 70)acc (%): 83.44
|
| 494 |
+
2024-05-25 16:55:28,865 - INFO - Top 5 (Epoch 70)acc (%): 87.28
|
| 495 |
+
2024-05-25 16:55:28,865 - INFO - Top 10 (Epoch 70)acc (%): 90.96
|
| 496 |
+
2024-05-25 16:55:28,867 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-25 16:55:48,249 - INFO - [204800/569465] Loss : 0.3779
|
| 499 |
+
2024-05-25 16:55:53,070 - INFO - [266240/569465] Loss : 0.3776
|
| 500 |
+
2024-05-25 16:55:58,398 - INFO - Test loss : 1.0182
|
| 501 |
+
2024-05-25 16:55:58,398 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-25 16:56:13,558 - INFO - [204800/569465] Loss : 0.3765
|
| 504 |
+
2024-05-25 16:56:17,906 - INFO - [266240/569465] Loss : 0.3768
|
| 505 |
+
2024-05-25 16:56:23,221 - INFO - Test loss : 1.0317
|
| 506 |
+
2024-05-25 16:56:23,222 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-25 16:56:38,488 - INFO - [204800/569465] Loss : 0.3758
|
| 509 |
+
2024-05-25 16:56:42,749 - INFO - [266240/569465] Loss : 0.3768
|
| 510 |
+
2024-05-25 16:56:48,149 - INFO - Test loss : 1.0022
|
| 511 |
+
2024-05-25 16:56:48,149 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-25 16:57:03,432 - INFO - [204800/569465] Loss : 0.3748
|
| 514 |
+
2024-05-25 16:57:07,793 - INFO - [266240/569465] Loss : 0.3757
|
| 515 |
+
2024-05-25 16:57:13,138 - INFO - Test loss : 1.0034
|
| 516 |
+
2024-05-25 16:57:13,138 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-25 16:57:28,418 - INFO - [204800/569465] Loss : 0.3738
|
| 519 |
+
2024-05-25 16:57:32,751 - INFO - [266240/569465] Loss : 0.3746
|
| 520 |
+
2024-05-25 16:57:38,147 - INFO - Test loss : 1.0083
|
| 521 |
+
2024-05-25 16:57:38,147 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-25 16:57:53,402 - INFO - [204800/569465] Loss : 0.3742
|
| 524 |
+
2024-05-25 16:57:57,758 - INFO - [266240/569465] Loss : 0.3746
|
| 525 |
+
2024-05-25 16:58:03,069 - INFO - Test loss : 1.0213
|
| 526 |
+
2024-05-25 16:58:03,069 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-25 16:58:18,315 - INFO - [204800/569465] Loss : 0.3738
|
| 529 |
+
2024-05-25 16:58:22,719 - INFO - [266240/569465] Loss : 0.3742
|
| 530 |
+
2024-05-25 16:58:28,092 - INFO - Test loss : 1.0292
|
| 531 |
+
2024-05-25 16:58:28,092 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-25 16:58:43,353 - INFO - [204800/569465] Loss : 0.3723
|
| 534 |
+
2024-05-25 16:58:47,609 - INFO - [266240/569465] Loss : 0.3730
|
| 535 |
+
2024-05-25 16:58:53,028 - INFO - Test loss : 1.0404
|
| 536 |
+
2024-05-25 16:58:53,028 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-25 16:59:08,260 - INFO - [204800/569465] Loss : 0.3718
|
| 539 |
+
2024-05-25 16:59:12,540 - INFO - [266240/569465] Loss : 0.3731
|
| 540 |
+
2024-05-25 16:59:17,982 - INFO - Test loss : 1.0334
|
| 541 |
+
2024-05-25 16:59:17,982 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-25 16:59:33,186 - INFO - [204800/569465] Loss : 0.3712
|
| 544 |
+
2024-05-25 16:59:37,427 - INFO - [266240/569465] Loss : 0.3721
|
| 545 |
+
2024-05-25 16:59:42,848 - INFO - Test loss : 1.0035
|
| 546 |
+
2024-05-25 16:59:45,032 - INFO - (93622,)
|
| 547 |
+
2024-05-25 17:00:30,994 - INFO - Split ID: 0
|
| 548 |
+
2024-05-25 17:00:31,032 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 1.35
|
| 549 |
+
2024-05-25 17:00:31,035 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 3.32
|
| 550 |
+
2024-05-25 17:00:31,038 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 4.92
|
| 551 |
+
2024-05-25 17:00:31,041 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 8.49
|
| 552 |
+
2024-05-25 17:00:31,296 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-25 17:00:31,854 - INFO - (95986,)
|
| 555 |
+
2024-05-25 17:00:49,818 - INFO - Split ID: 0
|
| 556 |
+
2024-05-25 17:00:49,818 - INFO - Top 1 (Epoch 80)acc (%): 63.27
|
| 557 |
+
2024-05-25 17:00:49,818 - INFO - Top 3 (Epoch 80)acc (%): 79.82
|
| 558 |
+
2024-05-25 17:00:49,818 - INFO - Top 5 (Epoch 80)acc (%): 84.51
|
| 559 |
+
2024-05-25 17:00:49,819 - INFO - Top 10 (Epoch 80)acc (%): 88.99
|
| 560 |
+
2024-05-25 17:01:34,213 - INFO - Split ID: 0
|
| 561 |
+
2024-05-25 17:01:34,213 - INFO - Top 1 (Epoch 80)acc (%): 68.45
|
| 562 |
+
2024-05-25 17:01:34,213 - INFO - Top 3 (Epoch 80)acc (%): 83.37
|
| 563 |
+
2024-05-25 17:01:34,214 - INFO - Top 5 (Epoch 80)acc (%): 87.2
|
| 564 |
+
2024-05-25 17:01:34,214 - INFO - Top 10 (Epoch 80)acc (%): 90.94
|
| 565 |
+
2024-05-25 17:01:34,216 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-25 17:01:49,443 - INFO - [204800/569465] Loss : 0.3721
|
| 568 |
+
2024-05-25 17:01:53,693 - INFO - [266240/569465] Loss : 0.3725
|
| 569 |
+
2024-05-25 17:01:59,101 - INFO - Test loss : 1.0373
|
| 570 |
+
2024-05-25 17:01:59,102 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-25 17:02:14,348 - INFO - [204800/569465] Loss : 0.3717
|
| 573 |
+
2024-05-25 17:02:18,596 - INFO - [266240/569465] Loss : 0.3718
|
| 574 |
+
2024-05-25 17:02:23,929 - INFO - Test loss : 1.0703
|
| 575 |
+
2024-05-25 17:02:23,929 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-25 17:02:39,214 - INFO - [204800/569465] Loss : 0.3705
|
| 578 |
+
2024-05-25 17:02:43,560 - INFO - [266240/569465] Loss : 0.3709
|
| 579 |
+
2024-05-25 17:02:48,868 - INFO - Test loss : 1.0494
|
| 580 |
+
2024-05-25 17:02:48,869 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-25 17:03:04,087 - INFO - [204800/569465] Loss : 0.3692
|
| 583 |
+
2024-05-25 17:03:08,477 - INFO - [266240/569465] Loss : 0.3700
|
| 584 |
+
2024-05-25 17:03:13,820 - INFO - Test loss : 1.0626
|
| 585 |
+
2024-05-25 17:03:13,821 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-25 17:03:29,203 - INFO - [204800/569465] Loss : 0.3696
|
| 588 |
+
2024-05-25 17:03:33,542 - INFO - [266240/569465] Loss : 0.3697
|
| 589 |
+
2024-05-25 17:03:38,907 - INFO - Test loss : 1.0632
|
| 590 |
+
2024-05-25 17:03:38,907 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-25 17:03:54,182 - INFO - [204800/569465] Loss : 0.3685
|
| 593 |
+
2024-05-25 17:03:58,536 - INFO - [266240/569465] Loss : 0.3684
|
| 594 |
+
2024-05-25 17:04:03,875 - INFO - Test loss : 1.0719
|
| 595 |
+
2024-05-25 17:04:03,875 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-25 17:04:19,239 - INFO - [204800/569465] Loss : 0.3678
|
| 598 |
+
2024-05-25 17:04:23,574 - INFO - [266240/569465] Loss : 0.3685
|
| 599 |
+
2024-05-25 17:04:28,911 - INFO - Test loss : 1.0614
|
| 600 |
+
2024-05-25 17:04:28,911 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-25 17:04:44,182 - INFO - [204800/569465] Loss : 0.3670
|
| 603 |
+
2024-05-25 17:04:48,515 - INFO - [266240/569465] Loss : 0.3677
|
| 604 |
+
2024-05-25 17:04:53,849 - INFO - Test loss : 1.0617
|
| 605 |
+
2024-05-25 17:04:53,849 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-25 17:05:09,102 - INFO - [204800/569465] Loss : 0.3671
|
| 608 |
+
2024-05-25 17:05:13,454 - INFO - [266240/569465] Loss : 0.3673
|
| 609 |
+
2024-05-25 17:05:18,798 - INFO - Test loss : 1.0785
|
| 610 |
+
2024-05-25 17:05:18,798 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-25 17:05:34,026 - INFO - [204800/569465] Loss : 0.3669
|
| 613 |
+
2024-05-25 17:05:38,259 - INFO - [266240/569465] Loss : 0.3670
|
| 614 |
+
2024-05-25 17:05:43,668 - INFO - Test loss : 1.0637
|
| 615 |
+
2024-05-25 17:05:45,802 - INFO - (93622,)
|
| 616 |
+
2024-05-25 17:06:34,208 - INFO - Split ID: 0
|
| 617 |
+
2024-05-25 17:06:34,245 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 1.31
|
| 618 |
+
2024-05-25 17:06:34,248 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 3.39
|
| 619 |
+
2024-05-25 17:06:34,251 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 5.06
|
| 620 |
+
2024-05-25 17:06:34,254 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 8.48
|
| 621 |
+
2024-05-25 17:06:34,496 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-25 17:06:35,055 - INFO - (95986,)
|
| 624 |
+
2024-05-25 17:06:53,139 - INFO - Split ID: 0
|
| 625 |
+
2024-05-25 17:06:53,140 - INFO - Top 1 (Epoch 90)acc (%): 63.27
|
| 626 |
+
2024-05-25 17:06:53,140 - INFO - Top 3 (Epoch 90)acc (%): 79.82
|
| 627 |
+
2024-05-25 17:06:53,140 - INFO - Top 5 (Epoch 90)acc (%): 84.51
|
| 628 |
+
2024-05-25 17:06:53,140 - INFO - Top 10 (Epoch 90)acc (%): 88.99
|
| 629 |
+
2024-05-25 17:07:37,531 - INFO - Split ID: 0
|
| 630 |
+
2024-05-25 17:07:37,531 - INFO - Top 1 (Epoch 90)acc (%): 68.3
|
| 631 |
+
2024-05-25 17:07:37,531 - INFO - Top 3 (Epoch 90)acc (%): 83.28
|
| 632 |
+
2024-05-25 17:07:37,531 - INFO - Top 5 (Epoch 90)acc (%): 87.08
|
| 633 |
+
2024-05-25 17:07:37,531 - INFO - Top 10 (Epoch 90)acc (%): 90.81
|
| 634 |
+
2024-05-25 17:07:37,534 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-25 17:07:52,768 - INFO - [204800/569465] Loss : 0.3661
|
| 637 |
+
2024-05-25 17:07:57,125 - INFO - [266240/569465] Loss : 0.3669
|
| 638 |
+
2024-05-25 17:08:02,464 - INFO - Test loss : 1.0762
|
| 639 |
+
2024-05-25 17:08:02,465 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-25 17:08:17,710 - INFO - [204800/569465] Loss : 0.3655
|
| 642 |
+
2024-05-25 17:08:22,038 - INFO - [266240/569465] Loss : 0.3661
|
| 643 |
+
2024-05-25 17:08:27,386 - INFO - Test loss : 1.0827
|
| 644 |
+
2024-05-25 17:08:27,386 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-25 17:08:42,617 - INFO - [204800/569465] Loss : 0.3648
|
| 647 |
+
2024-05-25 17:08:46,949 - INFO - [266240/569465] Loss : 0.3657
|
| 648 |
+
2024-05-25 17:08:52,267 - INFO - Test loss : 1.0871
|
| 649 |
+
2024-05-25 17:08:52,267 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-25 17:09:07,459 - INFO - [204800/569465] Loss : 0.3646
|
| 652 |
+
2024-05-25 17:09:11,781 - INFO - [266240/569465] Loss : 0.3645
|
| 653 |
+
2024-05-25 17:09:17,107 - INFO - Test loss : 1.1149
|
| 654 |
+
2024-05-25 17:09:17,107 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-25 17:09:32,331 - INFO - [204800/569465] Loss : 0.3634
|
| 657 |
+
2024-05-25 17:09:36,559 - INFO - [266240/569465] Loss : 0.3643
|
| 658 |
+
2024-05-25 17:09:41,962 - INFO - Test loss : 1.0906
|
| 659 |
+
2024-05-25 17:09:41,962 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-25 17:09:57,130 - INFO - [204800/569465] Loss : 0.3641
|
| 662 |
+
2024-05-25 17:10:01,365 - INFO - [266240/569465] Loss : 0.3646
|
| 663 |
+
2024-05-25 17:10:06,826 - INFO - Test loss : 1.0829
|
| 664 |
+
2024-05-25 17:10:06,826 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-25 17:10:22,087 - INFO - [204800/569465] Loss : 0.3626
|
| 667 |
+
2024-05-25 17:10:26,332 - INFO - [266240/569465] Loss : 0.3631
|
| 668 |
+
2024-05-25 17:10:31,729 - INFO - Test loss : 1.0940
|
| 669 |
+
2024-05-25 17:10:31,729 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-25 17:10:46,898 - INFO - [204800/569465] Loss : 0.3626
|
| 672 |
+
2024-05-25 17:10:51,110 - INFO - [266240/569465] Loss : 0.3636
|
| 673 |
+
2024-05-25 17:10:56,500 - INFO - Test loss : 1.0863
|
| 674 |
+
2024-05-25 17:10:56,500 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-25 17:11:11,744 - INFO - [204800/569465] Loss : 0.3628
|
| 677 |
+
2024-05-25 17:11:15,998 - INFO - [266240/569465] Loss : 0.3630
|
| 678 |
+
2024-05-25 17:11:21,344 - INFO - Test loss : 1.1084
|
| 679 |
+
2024-05-25 17:11:21,344 - INFO - Saving output model to ../models/space2vec_grid/model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 680 |
+
2024-05-25 17:11:21,393 - INFO - Saving output model to ../models/space2vec_grid/model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 681 |
+
2024-05-25 17:11:21,564 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-25 17:11:22,167 - INFO - (95986,)
|
| 684 |
+
2024-05-25 17:11:42,391 - INFO - Split ID: 0
|
| 685 |
+
2024-05-25 17:11:42,392 - INFO - Top 1 acc (%): 63.27
|
| 686 |
+
2024-05-25 17:11:42,392 - INFO - Top 3 acc (%): 79.82
|
| 687 |
+
2024-05-25 17:11:42,392 - INFO - Top 5 acc (%): 84.51
|
| 688 |
+
2024-05-25 17:11:42,392 - INFO - Top 10 acc (%): 88.99
|
| 689 |
+
2024-05-25 17:12:26,901 - INFO - Split ID: 0
|
| 690 |
+
2024-05-25 17:12:26,902 - INFO - Top 1 acc (%): 68.23
|
| 691 |
+
2024-05-25 17:12:26,902 - INFO - Top 3 acc (%): 83.11
|
| 692 |
+
2024-05-25 17:12:26,902 - INFO - Top 5 acc (%): 86.97
|
| 693 |
+
2024-05-25 17:12:26,902 - INFO - Top 10 acc (%): 90.71
|
| 694 |
+
2024-05-25 17:12:26,927 - INFO -
|
| 695 |
+
Space2Vec-grid
|
| 696 |
+
2024-05-25 17:12:26,927 - INFO - Model : model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 697 |
+
2024-05-25 17:12:29,113 - INFO - (93622,)
|
| 698 |
+
2024-05-25 17:13:15,094 - INFO - Split ID: 0
|
| 699 |
+
2024-05-25 17:13:15,131 - INFO - Top 1 LocEnc acc (%): 1.35
|
| 700 |
+
2024-05-25 17:13:15,134 - INFO - Top 3 LocEnc acc (%): 3.39
|
| 701 |
+
2024-05-25 17:13:15,137 - INFO - Top 5 LocEnc acc (%): 5.07
|
| 702 |
+
2024-05-25 17:13:15,140 - INFO - Top 10 LocEnc acc (%): 8.59
|
| 703 |
+
2024-05-31 01:42:28,979 - INFO -
|
| 704 |
+
num_classes 5089
|
| 705 |
+
2024-05-31 01:42:28,979 - INFO - num train 569465
|
| 706 |
+
2024-05-31 01:42:28,979 - INFO - num val 93622
|
| 707 |
+
2024-05-31 01:42:28,979 - INFO - train loss full_loss
|
| 708 |
+
2024-05-31 01:42:28,979 - INFO - model name ../models/space2vec_grid/model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 709 |
+
2024-05-31 01:42:28,979 - INFO - num users 17302
|
| 710 |
+
2024-05-31 01:42:29,843 - INFO -
|
| 711 |
+
Only Space2Vec-grid
|
| 712 |
+
2024-05-31 01:42:29,843 - INFO - Model : model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 713 |
+
2024-05-31 01:42:30,189 - INFO - Saving output model to ../models/space2vec_grid/model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 714 |
+
2024-05-31 01:42:30,458 - INFO - Saving output model to ../models/space2vec_grid/model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 715 |
+
2024-05-31 01:42:30,656 - INFO -
|
| 716 |
+
No prior
|
| 717 |
+
2024-05-31 01:42:31,299 - INFO - (95986,)
|
| 718 |
+
2024-05-31 01:43:02,766 - INFO - Save results to ../eval_results/eval_inat_2017__val_no_prior.csv
|
| 719 |
+
2024-05-31 01:43:02,767 - INFO - Split ID: 0
|
| 720 |
+
2024-05-31 01:43:02,767 - INFO - Top 1 acc (%): 63.27
|
| 721 |
+
2024-05-31 01:43:02,767 - INFO - Top 3 acc (%): 79.82
|
| 722 |
+
2024-05-31 01:43:02,768 - INFO - Top 5 acc (%): 84.51
|
| 723 |
+
2024-05-31 01:43:02,768 - INFO - Top 10 acc (%): 88.99
|
| 724 |
+
2024-05-31 01:44:24,765 - INFO - Split ID: 0
|
| 725 |
+
2024-05-31 01:44:24,766 - INFO - Top 1 hit (%): 68.23
|
| 726 |
+
2024-05-31 01:44:24,766 - INFO - Top 3 hit (%): 83.11
|
| 727 |
+
2024-05-31 01:44:24,766 - INFO - Top 5 hit (%): 86.97
|
| 728 |
+
2024-05-31 01:44:24,766 - INFO - Top 10 hit (%): 90.71
|
| 729 |
+
2024-05-31 01:44:24,793 - INFO -
|
| 730 |
+
Only Space2Vec-grid
|
| 731 |
+
2024-05-31 01:44:24,793 - INFO - Model : model_inat_2017_Space2Vec-grid_inception_v3_0.0200_128_0.0050000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 732 |
+
2024-05-31 01:44:27,134 - INFO - (93622,)
|
| 733 |
+
2024-05-31 01:45:19,423 - INFO - Split ID: 0
|
| 734 |
+
2024-05-31 01:45:19,462 - INFO - Top 1 LocEnc acc (%): 1.35
|
| 735 |
+
2024-05-31 01:45:19,465 - INFO - Top 3 LocEnc acc (%): 3.39
|
| 736 |
+
2024-05-31 01:45:19,468 - INFO - Top 5 LocEnc acc (%): 5.07
|
| 737 |
+
2024-05-31 01:45:19,471 - INFO - Top 10 LocEnc acc (%): 8.59
|