Upload data/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.log with huggingface_hub
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data/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.log
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| 1 |
+
2024-05-30 03:04:07,203 - INFO -
|
| 2 |
+
num_classes 5089
|
| 3 |
+
2024-05-30 03:04:07,204 - INFO - num train 569465
|
| 4 |
+
2024-05-30 03:04:07,204 - INFO - num val 93622
|
| 5 |
+
2024-05-30 03:04:07,204 - INFO - train loss full_loss
|
| 6 |
+
2024-05-30 03:04:07,204 - INFO - model name ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 7 |
+
2024-05-30 03:04:07,204 - INFO - num users 17302
|
| 8 |
+
2024-05-30 03:04:08,081 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-30 03:04:20,524 - INFO - [204800/569465] Loss : 1.3484
|
| 11 |
+
2024-05-30 03:04:23,921 - INFO - [266240/569465] Loss : 1.2762
|
| 12 |
+
2024-05-30 03:04:28,554 - INFO - Test loss : 0.3794
|
| 13 |
+
2024-05-30 03:04:28,554 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-30 03:04:40,460 - INFO - [204800/569465] Loss : 0.9036
|
| 16 |
+
2024-05-30 03:04:43,843 - INFO - [266240/569465] Loss : 0.8888
|
| 17 |
+
2024-05-30 03:04:48,440 - INFO - Test loss : 0.3669
|
| 18 |
+
2024-05-30 03:04:48,440 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-30 03:05:00,335 - INFO - [204800/569465] Loss : 0.7958
|
| 21 |
+
2024-05-30 03:05:03,706 - INFO - [266240/569465] Loss : 0.7905
|
| 22 |
+
2024-05-30 03:05:08,303 - INFO - Test loss : 0.3406
|
| 23 |
+
2024-05-30 03:05:08,303 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-30 03:05:20,262 - INFO - [204800/569465] Loss : 0.7473
|
| 26 |
+
2024-05-30 03:05:23,663 - INFO - [266240/569465] Loss : 0.7463
|
| 27 |
+
2024-05-30 03:05:28,309 - INFO - Test loss : 0.3388
|
| 28 |
+
2024-05-30 03:05:28,309 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-30 03:05:40,274 - INFO - [204800/569465] Loss : 0.7227
|
| 31 |
+
2024-05-30 03:05:43,683 - INFO - [266240/569465] Loss : 0.7213
|
| 32 |
+
2024-05-30 03:05:48,302 - INFO - Test loss : 0.3771
|
| 33 |
+
2024-05-30 03:05:48,302 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-30 03:06:00,218 - INFO - [204800/569465] Loss : 0.7015
|
| 36 |
+
2024-05-30 03:06:03,507 - INFO - [266240/569465] Loss : 0.7008
|
| 37 |
+
2024-05-30 03:06:08,208 - INFO - Test loss : 0.3803
|
| 38 |
+
2024-05-30 03:06:08,208 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-30 03:06:20,117 - INFO - [204800/569465] Loss : 0.6873
|
| 41 |
+
2024-05-30 03:06:23,514 - INFO - [266240/569465] Loss : 0.6875
|
| 42 |
+
2024-05-30 03:06:28,191 - INFO - Test loss : 0.3760
|
| 43 |
+
2024-05-30 03:06:28,191 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-30 03:06:40,172 - INFO - [204800/569465] Loss : 0.6751
|
| 46 |
+
2024-05-30 03:06:43,564 - INFO - [266240/569465] Loss : 0.6752
|
| 47 |
+
2024-05-30 03:06:48,181 - INFO - Test loss : 0.3822
|
| 48 |
+
2024-05-30 03:06:48,181 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-30 03:07:00,098 - INFO - [204800/569465] Loss : 0.6658
|
| 51 |
+
2024-05-30 03:07:03,472 - INFO - [266240/569465] Loss : 0.6662
|
| 52 |
+
2024-05-30 03:07:08,081 - INFO - Test loss : 0.4039
|
| 53 |
+
2024-05-30 03:07:08,081 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-30 03:07:19,972 - INFO - [204800/569465] Loss : 0.6588
|
| 56 |
+
2024-05-30 03:07:23,369 - INFO - [266240/569465] Loss : 0.6583
|
| 57 |
+
2024-05-30 03:07:27,981 - INFO - Test loss : 0.4049
|
| 58 |
+
2024-05-30 03:07:27,981 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-30 03:07:39,913 - INFO - [204800/569465] Loss : 0.6514
|
| 61 |
+
2024-05-30 03:07:43,218 - INFO - [266240/569465] Loss : 0.6515
|
| 62 |
+
2024-05-30 03:07:47,915 - INFO - Test loss : 0.4205
|
| 63 |
+
2024-05-30 03:07:49,453 - INFO - (93622,)
|
| 64 |
+
2024-05-30 03:09:21,213 - INFO - Split ID: 0
|
| 65 |
+
2024-05-30 03:09:21,251 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 0.54
|
| 66 |
+
2024-05-30 03:09:21,255 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 1.46
|
| 67 |
+
2024-05-30 03:09:21,258 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 2.28
|
| 68 |
+
2024-05-30 03:09:21,261 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 4.39
|
| 69 |
+
2024-05-30 03:09:21,513 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-30 03:09:22,072 - INFO - (95986,)
|
| 72 |
+
2024-05-30 03:09:45,957 - INFO - Split ID: 0
|
| 73 |
+
2024-05-30 03:09:45,957 - INFO - Top 1 (Epoch 10)acc (%): 63.27
|
| 74 |
+
2024-05-30 03:09:45,957 - INFO - Top 3 (Epoch 10)acc (%): 79.82
|
| 75 |
+
2024-05-30 03:09:45,958 - INFO - Top 5 (Epoch 10)acc (%): 84.51
|
| 76 |
+
2024-05-30 03:09:45,958 - INFO - Top 10 (Epoch 10)acc (%): 88.99
|
| 77 |
+
2024-05-30 03:10:32,952 - INFO - Split ID: 0
|
| 78 |
+
2024-05-30 03:10:32,953 - INFO - Top 1 (Epoch 10)acc (%): 69.1
|
| 79 |
+
2024-05-30 03:10:32,953 - INFO - Top 3 (Epoch 10)acc (%): 84.35
|
| 80 |
+
2024-05-30 03:10:32,953 - INFO - Top 5 (Epoch 10)acc (%): 88.17
|
| 81 |
+
2024-05-30 03:10:32,953 - INFO - Top 10 (Epoch 10)acc (%): 91.77
|
| 82 |
+
2024-05-30 03:10:32,955 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-30 03:10:44,882 - INFO - [204800/569465] Loss : 0.6431
|
| 85 |
+
2024-05-30 03:10:48,159 - INFO - [266240/569465] Loss : 0.6445
|
| 86 |
+
2024-05-30 03:10:52,843 - INFO - Test loss : 0.4118
|
| 87 |
+
2024-05-30 03:10:52,843 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-30 03:11:04,696 - INFO - [204800/569465] Loss : 0.6399
|
| 90 |
+
2024-05-30 03:11:07,982 - INFO - [266240/569465] Loss : 0.6406
|
| 91 |
+
2024-05-30 03:11:12,666 - INFO - Test loss : 0.4749
|
| 92 |
+
2024-05-30 03:11:12,666 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-30 03:11:24,539 - INFO - [204800/569465] Loss : 0.6356
|
| 95 |
+
2024-05-30 03:11:27,827 - INFO - [266240/569465] Loss : 0.6364
|
| 96 |
+
2024-05-30 03:11:32,535 - INFO - Test loss : 0.4554
|
| 97 |
+
2024-05-30 03:11:32,535 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-30 03:11:44,436 - INFO - [204800/569465] Loss : 0.6291
|
| 100 |
+
2024-05-30 03:11:47,726 - INFO - [266240/569465] Loss : 0.6299
|
| 101 |
+
2024-05-30 03:11:52,333 - INFO - Test loss : 0.4356
|
| 102 |
+
2024-05-30 03:11:52,334 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-30 03:12:04,244 - INFO - [204800/569465] Loss : 0.6257
|
| 105 |
+
2024-05-30 03:12:07,630 - INFO - [266240/569465] Loss : 0.6271
|
| 106 |
+
2024-05-30 03:12:12,221 - INFO - Test loss : 0.4574
|
| 107 |
+
2024-05-30 03:12:12,221 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-30 03:12:24,118 - INFO - [204800/569465] Loss : 0.6234
|
| 110 |
+
2024-05-30 03:12:27,519 - INFO - [266240/569465] Loss : 0.6245
|
| 111 |
+
2024-05-30 03:12:32,122 - INFO - Test loss : 0.4399
|
| 112 |
+
2024-05-30 03:12:32,123 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-30 03:12:44,016 - INFO - [204800/569465] Loss : 0.6189
|
| 115 |
+
2024-05-30 03:12:47,388 - INFO - [266240/569465] Loss : 0.6200
|
| 116 |
+
2024-05-30 03:12:51,969 - INFO - Test loss : 0.4524
|
| 117 |
+
2024-05-30 03:12:51,970 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-30 03:13:03,810 - INFO - [204800/569465] Loss : 0.6164
|
| 120 |
+
2024-05-30 03:13:07,163 - INFO - [266240/569465] Loss : 0.6171
|
| 121 |
+
2024-05-30 03:13:11,755 - INFO - Test loss : 0.4841
|
| 122 |
+
2024-05-30 03:13:11,755 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-30 03:13:23,648 - INFO - [204800/569465] Loss : 0.6124
|
| 125 |
+
2024-05-30 03:13:27,028 - INFO - [266240/569465] Loss : 0.6136
|
| 126 |
+
2024-05-30 03:13:31,684 - INFO - Test loss : 0.4904
|
| 127 |
+
2024-05-30 03:13:31,684 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-30 03:13:43,626 - INFO - [204800/569465] Loss : 0.6108
|
| 130 |
+
2024-05-30 03:13:47,052 - INFO - [266240/569465] Loss : 0.6113
|
| 131 |
+
2024-05-30 03:13:51,665 - INFO - Test loss : 0.4753
|
| 132 |
+
2024-05-30 03:13:53,113 - INFO - (93622,)
|
| 133 |
+
2024-05-30 03:14:39,596 - INFO - Split ID: 0
|
| 134 |
+
2024-05-30 03:14:39,634 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 0.6
|
| 135 |
+
2024-05-30 03:14:39,637 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 1.65
|
| 136 |
+
2024-05-30 03:14:39,640 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 2.72
|
| 137 |
+
2024-05-30 03:14:39,643 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 5.01
|
| 138 |
+
2024-05-30 03:14:39,954 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-30 03:14:40,565 - INFO - (95986,)
|
| 141 |
+
2024-05-30 03:14:58,847 - INFO - Split ID: 0
|
| 142 |
+
2024-05-30 03:14:58,848 - INFO - Top 1 (Epoch 20)acc (%): 63.27
|
| 143 |
+
2024-05-30 03:14:58,848 - INFO - Top 3 (Epoch 20)acc (%): 79.82
|
| 144 |
+
2024-05-30 03:14:58,848 - INFO - Top 5 (Epoch 20)acc (%): 84.51
|
| 145 |
+
2024-05-30 03:14:58,848 - INFO - Top 10 (Epoch 20)acc (%): 88.99
|
| 146 |
+
2024-05-30 03:15:46,025 - INFO - Split ID: 0
|
| 147 |
+
2024-05-30 03:15:46,025 - INFO - Top 1 (Epoch 20)acc (%): 69.28
|
| 148 |
+
2024-05-30 03:15:46,025 - INFO - Top 3 (Epoch 20)acc (%): 84.41
|
| 149 |
+
2024-05-30 03:15:46,025 - INFO - Top 5 (Epoch 20)acc (%): 88.14
|
| 150 |
+
2024-05-30 03:15:46,026 - INFO - Top 10 (Epoch 20)acc (%): 91.74
|
| 151 |
+
2024-05-30 03:15:46,055 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-30 03:15:58,129 - INFO - [204800/569465] Loss : 0.6089
|
| 154 |
+
2024-05-30 03:16:01,567 - INFO - [266240/569465] Loss : 0.6096
|
| 155 |
+
2024-05-30 03:16:06,226 - INFO - Test loss : 0.4831
|
| 156 |
+
2024-05-30 03:16:06,226 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-30 03:16:18,261 - INFO - [204800/569465] Loss : 0.6050
|
| 159 |
+
2024-05-30 03:16:21,604 - INFO - [266240/569465] Loss : 0.6059
|
| 160 |
+
2024-05-30 03:16:26,337 - INFO - Test loss : 0.4797
|
| 161 |
+
2024-05-30 03:16:26,337 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-30 03:16:38,375 - INFO - [204800/569465] Loss : 0.6025
|
| 164 |
+
2024-05-30 03:16:41,814 - INFO - [266240/569465] Loss : 0.6035
|
| 165 |
+
2024-05-30 03:16:46,461 - INFO - Test loss : 0.4878
|
| 166 |
+
2024-05-30 03:16:46,461 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-30 03:16:58,471 - INFO - [204800/569465] Loss : 0.6017
|
| 169 |
+
2024-05-30 03:17:01,892 - INFO - [266240/569465] Loss : 0.6029
|
| 170 |
+
2024-05-30 03:17:06,536 - INFO - Test loss : 0.4900
|
| 171 |
+
2024-05-30 03:17:06,536 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-30 03:17:18,591 - INFO - [204800/569465] Loss : 0.5995
|
| 174 |
+
2024-05-30 03:17:22,031 - INFO - [266240/569465] Loss : 0.6003
|
| 175 |
+
2024-05-30 03:17:26,717 - INFO - Test loss : 0.5103
|
| 176 |
+
2024-05-30 03:17:26,717 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-30 03:17:38,781 - INFO - [204800/569465] Loss : 0.5964
|
| 179 |
+
2024-05-30 03:17:42,195 - INFO - [266240/569465] Loss : 0.5976
|
| 180 |
+
2024-05-30 03:17:46,871 - INFO - Test loss : 0.4852
|
| 181 |
+
2024-05-30 03:17:46,872 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-30 03:17:58,921 - INFO - [204800/569465] Loss : 0.5955
|
| 184 |
+
2024-05-30 03:18:02,249 - INFO - [266240/569465] Loss : 0.5962
|
| 185 |
+
2024-05-30 03:18:07,020 - INFO - Test loss : 0.5131
|
| 186 |
+
2024-05-30 03:18:07,020 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-30 03:18:19,035 - INFO - [204800/569465] Loss : 0.5930
|
| 189 |
+
2024-05-30 03:18:22,375 - INFO - [266240/569465] Loss : 0.5940
|
| 190 |
+
2024-05-30 03:18:27,133 - INFO - Test loss : 0.5258
|
| 191 |
+
2024-05-30 03:18:27,133 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-30 03:18:39,109 - INFO - [204800/569465] Loss : 0.5919
|
| 194 |
+
2024-05-30 03:18:42,440 - INFO - [266240/569465] Loss : 0.5931
|
| 195 |
+
2024-05-30 03:18:47,203 - INFO - Test loss : 0.5220
|
| 196 |
+
2024-05-30 03:18:47,203 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-30 03:18:59,214 - INFO - [204800/569465] Loss : 0.5917
|
| 199 |
+
2024-05-30 03:19:02,548 - INFO - [266240/569465] Loss : 0.5925
|
| 200 |
+
2024-05-30 03:19:07,326 - INFO - Test loss : 0.5315
|
| 201 |
+
2024-05-30 03:19:08,861 - INFO - (93622,)
|
| 202 |
+
2024-05-30 03:19:55,569 - INFO - Split ID: 0
|
| 203 |
+
2024-05-30 03:19:55,608 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 0.69
|
| 204 |
+
2024-05-30 03:19:55,611 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 1.88
|
| 205 |
+
2024-05-30 03:19:55,614 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 2.95
|
| 206 |
+
2024-05-30 03:19:55,617 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 5.17
|
| 207 |
+
2024-05-30 03:19:55,893 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-30 03:19:56,509 - INFO - (95986,)
|
| 210 |
+
2024-05-30 03:20:14,784 - INFO - Split ID: 0
|
| 211 |
+
2024-05-30 03:20:14,784 - INFO - Top 1 (Epoch 30)acc (%): 63.27
|
| 212 |
+
2024-05-30 03:20:14,784 - INFO - Top 3 (Epoch 30)acc (%): 79.82
|
| 213 |
+
2024-05-30 03:20:14,785 - INFO - Top 5 (Epoch 30)acc (%): 84.51
|
| 214 |
+
2024-05-30 03:20:14,785 - INFO - Top 10 (Epoch 30)acc (%): 88.99
|
| 215 |
+
2024-05-30 03:21:02,054 - INFO - Split ID: 0
|
| 216 |
+
2024-05-30 03:21:02,054 - INFO - Top 1 (Epoch 30)acc (%): 69.42
|
| 217 |
+
2024-05-30 03:21:02,054 - INFO - Top 3 (Epoch 30)acc (%): 84.44
|
| 218 |
+
2024-05-30 03:21:02,054 - INFO - Top 5 (Epoch 30)acc (%): 88.14
|
| 219 |
+
2024-05-30 03:21:02,054 - INFO - Top 10 (Epoch 30)acc (%): 91.72
|
| 220 |
+
2024-05-30 03:21:02,056 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-30 03:21:14,141 - INFO - [204800/569465] Loss : 0.5892
|
| 223 |
+
2024-05-30 03:21:17,460 - INFO - [266240/569465] Loss : 0.5901
|
| 224 |
+
2024-05-30 03:21:22,123 - INFO - Test loss : 0.5264
|
| 225 |
+
2024-05-30 03:21:22,123 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-30 03:21:34,137 - INFO - [204800/569465] Loss : 0.5884
|
| 228 |
+
2024-05-30 03:21:37,539 - INFO - [266240/569465] Loss : 0.5892
|
| 229 |
+
2024-05-30 03:21:42,257 - INFO - Test loss : 0.5232
|
| 230 |
+
2024-05-30 03:21:42,257 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-30 03:21:54,344 - INFO - [204800/569465] Loss : 0.5865
|
| 233 |
+
2024-05-30 03:21:57,759 - INFO - [266240/569465] Loss : 0.5876
|
| 234 |
+
2024-05-30 03:22:02,402 - INFO - Test loss : 0.5449
|
| 235 |
+
2024-05-30 03:22:02,402 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-30 03:22:14,451 - INFO - [204800/569465] Loss : 0.5844
|
| 238 |
+
2024-05-30 03:22:17,869 - INFO - [266240/569465] Loss : 0.5854
|
| 239 |
+
2024-05-30 03:22:22,519 - INFO - Test loss : 0.5275
|
| 240 |
+
2024-05-30 03:22:22,519 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-30 03:22:34,566 - INFO - [204800/569465] Loss : 0.5844
|
| 243 |
+
2024-05-30 03:22:38,008 - INFO - [266240/569465] Loss : 0.5853
|
| 244 |
+
2024-05-30 03:22:42,709 - INFO - Test loss : 0.5274
|
| 245 |
+
2024-05-30 03:22:42,709 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-30 03:22:54,635 - INFO - [204800/569465] Loss : 0.5818
|
| 248 |
+
2024-05-30 03:22:57,995 - INFO - [266240/569465] Loss : 0.5832
|
| 249 |
+
2024-05-30 03:23:02,577 - INFO - Test loss : 0.5451
|
| 250 |
+
2024-05-30 03:23:02,577 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-30 03:23:14,430 - INFO - [204800/569465] Loss : 0.5813
|
| 253 |
+
2024-05-30 03:23:17,805 - INFO - [266240/569465] Loss : 0.5824
|
| 254 |
+
2024-05-30 03:23:22,396 - INFO - Test loss : 0.5331
|
| 255 |
+
2024-05-30 03:23:22,396 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-30 03:23:34,251 - INFO - [204800/569465] Loss : 0.5801
|
| 258 |
+
2024-05-30 03:23:37,634 - INFO - [266240/569465] Loss : 0.5814
|
| 259 |
+
2024-05-30 03:23:42,275 - INFO - Test loss : 0.5505
|
| 260 |
+
2024-05-30 03:23:42,275 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-30 03:23:54,267 - INFO - [204800/569465] Loss : 0.5804
|
| 263 |
+
2024-05-30 03:23:57,627 - INFO - [266240/569465] Loss : 0.5812
|
| 264 |
+
2024-05-30 03:24:02,371 - INFO - Test loss : 0.5384
|
| 265 |
+
2024-05-30 03:24:02,371 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-30 03:24:14,440 - INFO - [204800/569465] Loss : 0.5769
|
| 268 |
+
2024-05-30 03:24:17,886 - INFO - [266240/569465] Loss : 0.5780
|
| 269 |
+
2024-05-30 03:24:22,542 - INFO - Test loss : 0.5419
|
| 270 |
+
2024-05-30 03:24:24,091 - INFO - (93622,)
|
| 271 |
+
2024-05-30 03:25:10,910 - INFO - Split ID: 0
|
| 272 |
+
2024-05-30 03:25:10,947 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 0.68
|
| 273 |
+
2024-05-30 03:25:10,950 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 2.02
|
| 274 |
+
2024-05-30 03:25:10,954 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 3.1
|
| 275 |
+
2024-05-30 03:25:10,957 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 5.74
|
| 276 |
+
2024-05-30 03:25:11,257 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-30 03:25:11,908 - INFO - (95986,)
|
| 279 |
+
2024-05-30 03:25:30,288 - INFO - Split ID: 0
|
| 280 |
+
2024-05-30 03:25:30,288 - INFO - Top 1 (Epoch 40)acc (%): 63.27
|
| 281 |
+
2024-05-30 03:25:30,288 - INFO - Top 3 (Epoch 40)acc (%): 79.82
|
| 282 |
+
2024-05-30 03:25:30,288 - INFO - Top 5 (Epoch 40)acc (%): 84.51
|
| 283 |
+
2024-05-30 03:25:30,289 - INFO - Top 10 (Epoch 40)acc (%): 88.99
|
| 284 |
+
2024-05-30 03:26:17,622 - INFO - Split ID: 0
|
| 285 |
+
2024-05-30 03:26:17,622 - INFO - Top 1 (Epoch 40)acc (%): 69.39
|
| 286 |
+
2024-05-30 03:26:17,623 - INFO - Top 3 (Epoch 40)acc (%): 84.39
|
| 287 |
+
2024-05-30 03:26:17,623 - INFO - Top 5 (Epoch 40)acc (%): 88.1
|
| 288 |
+
2024-05-30 03:26:17,623 - INFO - Top 10 (Epoch 40)acc (%): 91.71
|
| 289 |
+
2024-05-30 03:26:17,625 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-30 03:26:29,654 - INFO - [204800/569465] Loss : 0.5770
|
| 292 |
+
2024-05-30 03:26:33,061 - INFO - [266240/569465] Loss : 0.5778
|
| 293 |
+
2024-05-30 03:26:37,713 - INFO - Test loss : 0.5384
|
| 294 |
+
2024-05-30 03:26:37,713 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-30 03:26:49,744 - INFO - [204800/569465] Loss : 0.5761
|
| 297 |
+
2024-05-30 03:26:53,141 - INFO - [266240/569465] Loss : 0.5772
|
| 298 |
+
2024-05-30 03:26:57,789 - INFO - Test loss : 0.5576
|
| 299 |
+
2024-05-30 03:26:57,789 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-30 03:27:09,856 - INFO - [204800/569465] Loss : 0.5747
|
| 302 |
+
2024-05-30 03:27:13,310 - INFO - [266240/569465] Loss : 0.5756
|
| 303 |
+
2024-05-30 03:27:18,017 - INFO - Test loss : 0.5578
|
| 304 |
+
2024-05-30 03:27:18,017 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-30 03:27:30,046 - INFO - [204800/569465] Loss : 0.5744
|
| 307 |
+
2024-05-30 03:27:33,377 - INFO - [266240/569465] Loss : 0.5753
|
| 308 |
+
2024-05-30 03:27:38,125 - INFO - Test loss : 0.5577
|
| 309 |
+
2024-05-30 03:27:38,125 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-30 03:27:50,164 - INFO - [204800/569465] Loss : 0.5725
|
| 312 |
+
2024-05-30 03:27:53,524 - INFO - [266240/569465] Loss : 0.5732
|
| 313 |
+
2024-05-30 03:27:58,289 - INFO - Test loss : 0.5657
|
| 314 |
+
2024-05-30 03:27:58,289 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-30 03:28:10,417 - INFO - [204800/569465] Loss : 0.5715
|
| 317 |
+
2024-05-30 03:28:13,733 - INFO - [266240/569465] Loss : 0.5731
|
| 318 |
+
2024-05-30 03:28:18,454 - INFO - Test loss : 0.5604
|
| 319 |
+
2024-05-30 03:28:18,454 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-30 03:28:30,528 - INFO - [204800/569465] Loss : 0.5723
|
| 322 |
+
2024-05-30 03:28:33,863 - INFO - [266240/569465] Loss : 0.5734
|
| 323 |
+
2024-05-30 03:28:38,615 - INFO - Test loss : 0.5630
|
| 324 |
+
2024-05-30 03:28:38,616 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-30 03:28:50,704 - INFO - [204800/569465] Loss : 0.5717
|
| 327 |
+
2024-05-30 03:28:54,071 - INFO - [266240/569465] Loss : 0.5726
|
| 328 |
+
2024-05-30 03:28:58,791 - INFO - Test loss : 0.5578
|
| 329 |
+
2024-05-30 03:28:58,791 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-30 03:29:10,866 - INFO - [204800/569465] Loss : 0.5687
|
| 332 |
+
2024-05-30 03:29:14,279 - INFO - [266240/569465] Loss : 0.5700
|
| 333 |
+
2024-05-30 03:29:18,948 - INFO - Test loss : 0.5684
|
| 334 |
+
2024-05-30 03:29:18,948 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-30 03:29:31,071 - INFO - [204800/569465] Loss : 0.5694
|
| 337 |
+
2024-05-30 03:29:34,504 - INFO - [266240/569465] Loss : 0.5701
|
| 338 |
+
2024-05-30 03:29:39,175 - INFO - Test loss : 0.5867
|
| 339 |
+
2024-05-30 03:29:40,685 - INFO - (93622,)
|
| 340 |
+
2024-05-30 03:30:27,652 - INFO - Split ID: 0
|
| 341 |
+
2024-05-30 03:30:27,691 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 0.84
|
| 342 |
+
2024-05-30 03:30:27,694 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 2.04
|
| 343 |
+
2024-05-30 03:30:27,697 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 3.1
|
| 344 |
+
2024-05-30 03:30:27,701 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 5.43
|
| 345 |
+
2024-05-30 03:30:28,031 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-30 03:30:28,680 - INFO - (95986,)
|
| 348 |
+
2024-05-30 03:30:47,145 - INFO - Split ID: 0
|
| 349 |
+
2024-05-30 03:30:47,145 - INFO - Top 1 (Epoch 50)acc (%): 63.27
|
| 350 |
+
2024-05-30 03:30:47,145 - INFO - Top 3 (Epoch 50)acc (%): 79.82
|
| 351 |
+
2024-05-30 03:30:47,145 - INFO - Top 5 (Epoch 50)acc (%): 84.51
|
| 352 |
+
2024-05-30 03:30:47,146 - INFO - Top 10 (Epoch 50)acc (%): 88.99
|
| 353 |
+
2024-05-30 03:31:34,827 - INFO - Split ID: 0
|
| 354 |
+
2024-05-30 03:31:34,827 - INFO - Top 1 (Epoch 50)acc (%): 69.39
|
| 355 |
+
2024-05-30 03:31:34,828 - INFO - Top 3 (Epoch 50)acc (%): 84.32
|
| 356 |
+
2024-05-30 03:31:34,828 - INFO - Top 5 (Epoch 50)acc (%): 88.03
|
| 357 |
+
2024-05-30 03:31:34,828 - INFO - Top 10 (Epoch 50)acc (%): 91.64
|
| 358 |
+
2024-05-30 03:31:34,832 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-30 03:31:46,890 - INFO - [204800/569465] Loss : 0.5675
|
| 361 |
+
2024-05-30 03:31:50,332 - INFO - [266240/569465] Loss : 0.5687
|
| 362 |
+
2024-05-30 03:31:54,998 - INFO - Test loss : 0.5831
|
| 363 |
+
2024-05-30 03:31:54,998 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-30 03:32:06,841 - INFO - [204800/569465] Loss : 0.5674
|
| 366 |
+
2024-05-30 03:32:10,208 - INFO - [266240/569465] Loss : 0.5683
|
| 367 |
+
2024-05-30 03:32:14,813 - INFO - Test loss : 0.5843
|
| 368 |
+
2024-05-30 03:32:14,813 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-30 03:32:26,666 - INFO - [204800/569465] Loss : 0.5659
|
| 371 |
+
2024-05-30 03:32:30,040 - INFO - [266240/569465] Loss : 0.5671
|
| 372 |
+
2024-05-30 03:32:34,646 - INFO - Test loss : 0.5723
|
| 373 |
+
2024-05-30 03:32:34,646 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-30 03:32:46,583 - INFO - [204800/569465] Loss : 0.5654
|
| 376 |
+
2024-05-30 03:32:50,052 - INFO - [266240/569465] Loss : 0.5659
|
| 377 |
+
2024-05-30 03:32:54,707 - INFO - Test loss : 0.6118
|
| 378 |
+
2024-05-30 03:32:54,707 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-30 03:33:06,747 - INFO - [204800/569465] Loss : 0.5652
|
| 381 |
+
2024-05-30 03:33:10,159 - INFO - [266240/569465] Loss : 0.5665
|
| 382 |
+
2024-05-30 03:33:14,787 - INFO - Test loss : 0.5918
|
| 383 |
+
2024-05-30 03:33:14,787 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-30 03:33:26,842 - INFO - [204800/569465] Loss : 0.5639
|
| 386 |
+
2024-05-30 03:33:30,140 - INFO - [266240/569465] Loss : 0.5648
|
| 387 |
+
2024-05-30 03:33:34,860 - INFO - Test loss : 0.5806
|
| 388 |
+
2024-05-30 03:33:34,860 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-30 03:33:46,879 - INFO - [204800/569465] Loss : 0.5636
|
| 391 |
+
2024-05-30 03:33:50,304 - INFO - [266240/569465] Loss : 0.5642
|
| 392 |
+
2024-05-30 03:33:54,997 - INFO - Test loss : 0.6256
|
| 393 |
+
2024-05-30 03:33:54,997 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-30 03:34:07,024 - INFO - [204800/569465] Loss : 0.5639
|
| 396 |
+
2024-05-30 03:34:10,453 - INFO - [266240/569465] Loss : 0.5647
|
| 397 |
+
2024-05-30 03:34:15,119 - INFO - Test loss : 0.5970
|
| 398 |
+
2024-05-30 03:34:15,119 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-30 03:34:27,115 - INFO - [204800/569465] Loss : 0.5625
|
| 401 |
+
2024-05-30 03:34:30,523 - INFO - [266240/569465] Loss : 0.5631
|
| 402 |
+
2024-05-30 03:34:35,165 - INFO - Test loss : 0.5827
|
| 403 |
+
2024-05-30 03:34:35,165 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-30 03:34:47,146 - INFO - [204800/569465] Loss : 0.5616
|
| 406 |
+
2024-05-30 03:34:50,586 - INFO - [266240/569465] Loss : 0.5632
|
| 407 |
+
2024-05-30 03:34:55,242 - INFO - Test loss : 0.6067
|
| 408 |
+
2024-05-30 03:34:56,713 - INFO - (93622,)
|
| 409 |
+
2024-05-30 03:35:43,272 - INFO - Split ID: 0
|
| 410 |
+
2024-05-30 03:35:43,310 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 0.81
|
| 411 |
+
2024-05-30 03:35:43,313 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 2.12
|
| 412 |
+
2024-05-30 03:35:43,316 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 3.23
|
| 413 |
+
2024-05-30 03:35:43,319 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 5.75
|
| 414 |
+
2024-05-30 03:35:43,606 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-30 03:35:44,230 - INFO - (95986,)
|
| 417 |
+
2024-05-30 03:36:02,671 - INFO - Split ID: 0
|
| 418 |
+
2024-05-30 03:36:02,672 - INFO - Top 1 (Epoch 60)acc (%): 63.27
|
| 419 |
+
2024-05-30 03:36:02,672 - INFO - Top 3 (Epoch 60)acc (%): 79.82
|
| 420 |
+
2024-05-30 03:36:02,672 - INFO - Top 5 (Epoch 60)acc (%): 84.51
|
| 421 |
+
2024-05-30 03:36:02,672 - INFO - Top 10 (Epoch 60)acc (%): 88.99
|
| 422 |
+
2024-05-30 03:36:50,429 - INFO - Split ID: 0
|
| 423 |
+
2024-05-30 03:36:50,430 - INFO - Top 1 (Epoch 60)acc (%): 69.36
|
| 424 |
+
2024-05-30 03:36:50,430 - INFO - Top 3 (Epoch 60)acc (%): 84.26
|
| 425 |
+
2024-05-30 03:36:50,430 - INFO - Top 5 (Epoch 60)acc (%): 88.01
|
| 426 |
+
2024-05-30 03:36:50,430 - INFO - Top 10 (Epoch 60)acc (%): 91.58
|
| 427 |
+
2024-05-30 03:36:50,432 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-30 03:37:02,504 - INFO - [204800/569465] Loss : 0.5614
|
| 430 |
+
2024-05-30 03:37:05,853 - INFO - [266240/569465] Loss : 0.5621
|
| 431 |
+
2024-05-30 03:37:10,619 - INFO - Test loss : 0.5864
|
| 432 |
+
2024-05-30 03:37:10,619 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-30 03:37:22,720 - INFO - [204800/569465] Loss : 0.5615
|
| 435 |
+
2024-05-30 03:37:26,058 - INFO - [266240/569465] Loss : 0.5619
|
| 436 |
+
2024-05-30 03:37:30,809 - INFO - Test loss : 0.5677
|
| 437 |
+
2024-05-30 03:37:30,809 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-30 03:37:42,810 - INFO - [204800/569465] Loss : 0.5602
|
| 440 |
+
2024-05-30 03:37:46,149 - INFO - [266240/569465] Loss : 0.5610
|
| 441 |
+
2024-05-30 03:37:50,878 - INFO - Test loss : 0.5999
|
| 442 |
+
2024-05-30 03:37:50,878 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-30 03:38:02,917 - INFO - [204800/569465] Loss : 0.5601
|
| 445 |
+
2024-05-30 03:38:06,252 - INFO - [266240/569465] Loss : 0.5605
|
| 446 |
+
2024-05-30 03:38:11,008 - INFO - Test loss : 0.5882
|
| 447 |
+
2024-05-30 03:38:11,009 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-30 03:38:23,068 - INFO - [204800/569465] Loss : 0.5585
|
| 450 |
+
2024-05-30 03:38:26,388 - INFO - [266240/569465] Loss : 0.5597
|
| 451 |
+
2024-05-30 03:38:31,055 - INFO - Test loss : 0.5870
|
| 452 |
+
2024-05-30 03:38:31,055 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-30 03:38:43,105 - INFO - [204800/569465] Loss : 0.5585
|
| 455 |
+
2024-05-30 03:38:46,510 - INFO - [266240/569465] Loss : 0.5595
|
| 456 |
+
2024-05-30 03:38:51,177 - INFO - Test loss : 0.6165
|
| 457 |
+
2024-05-30 03:38:51,178 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-30 03:39:03,184 - INFO - [204800/569465] Loss : 0.5579
|
| 460 |
+
2024-05-30 03:39:06,614 - INFO - [266240/569465] Loss : 0.5584
|
| 461 |
+
2024-05-30 03:39:11,282 - INFO - Test loss : 0.5984
|
| 462 |
+
2024-05-30 03:39:11,282 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-30 03:39:23,326 - INFO - [204800/569465] Loss : 0.5567
|
| 465 |
+
2024-05-30 03:39:26,776 - INFO - [266240/569465] Loss : 0.5577
|
| 466 |
+
2024-05-30 03:39:31,448 - INFO - Test loss : 0.6003
|
| 467 |
+
2024-05-30 03:39:31,449 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-30 03:39:43,535 - INFO - [204800/569465] Loss : 0.5562
|
| 470 |
+
2024-05-30 03:39:46,947 - INFO - [266240/569465] Loss : 0.5573
|
| 471 |
+
2024-05-30 03:39:51,572 - INFO - Test loss : 0.5928
|
| 472 |
+
2024-05-30 03:39:51,572 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-30 03:40:03,573 - INFO - [204800/569465] Loss : 0.5561
|
| 475 |
+
2024-05-30 03:40:06,990 - INFO - [266240/569465] Loss : 0.5571
|
| 476 |
+
2024-05-30 03:40:11,667 - INFO - Test loss : 0.6037
|
| 477 |
+
2024-05-30 03:40:13,160 - INFO - (93622,)
|
| 478 |
+
2024-05-30 03:40:59,820 - INFO - Split ID: 0
|
| 479 |
+
2024-05-30 03:40:59,857 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 0.81
|
| 480 |
+
2024-05-30 03:40:59,860 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 2.1
|
| 481 |
+
2024-05-30 03:40:59,864 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 3.24
|
| 482 |
+
2024-05-30 03:40:59,867 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 5.91
|
| 483 |
+
2024-05-30 03:41:00,119 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-30 03:41:00,679 - INFO - (95986,)
|
| 486 |
+
2024-05-30 03:41:18,887 - INFO - Split ID: 0
|
| 487 |
+
2024-05-30 03:41:18,887 - INFO - Top 1 (Epoch 70)acc (%): 63.27
|
| 488 |
+
2024-05-30 03:41:18,887 - INFO - Top 3 (Epoch 70)acc (%): 79.82
|
| 489 |
+
2024-05-30 03:41:18,887 - INFO - Top 5 (Epoch 70)acc (%): 84.51
|
| 490 |
+
2024-05-30 03:41:18,888 - INFO - Top 10 (Epoch 70)acc (%): 88.99
|
| 491 |
+
2024-05-30 03:42:06,068 - INFO - Split ID: 0
|
| 492 |
+
2024-05-30 03:42:06,068 - INFO - Top 1 (Epoch 70)acc (%): 69.44
|
| 493 |
+
2024-05-30 03:42:06,070 - INFO - Top 3 (Epoch 70)acc (%): 84.26
|
| 494 |
+
2024-05-30 03:42:06,070 - INFO - Top 5 (Epoch 70)acc (%): 88.01
|
| 495 |
+
2024-05-30 03:42:06,070 - INFO - Top 10 (Epoch 70)acc (%): 91.57
|
| 496 |
+
2024-05-30 03:42:06,072 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-30 03:42:18,131 - INFO - [204800/569465] Loss : 0.5552
|
| 499 |
+
2024-05-30 03:42:21,538 - INFO - [266240/569465] Loss : 0.5556
|
| 500 |
+
2024-05-30 03:42:26,179 - INFO - Test loss : 0.6427
|
| 501 |
+
2024-05-30 03:42:26,179 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-30 03:42:38,249 - INFO - [204800/569465] Loss : 0.5548
|
| 504 |
+
2024-05-30 03:42:41,662 - INFO - [266240/569465] Loss : 0.5559
|
| 505 |
+
2024-05-30 03:42:46,333 - INFO - Test loss : 0.6191
|
| 506 |
+
2024-05-30 03:42:46,333 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-30 03:42:58,382 - INFO - [204800/569465] Loss : 0.5555
|
| 509 |
+
2024-05-30 03:43:01,695 - INFO - [266240/569465] Loss : 0.5557
|
| 510 |
+
2024-05-30 03:43:06,421 - INFO - Test loss : 0.6216
|
| 511 |
+
2024-05-30 03:43:06,421 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-30 03:43:18,448 - INFO - [204800/569465] Loss : 0.5543
|
| 514 |
+
2024-05-30 03:43:21,891 - INFO - [266240/569465] Loss : 0.5550
|
| 515 |
+
2024-05-30 03:43:26,549 - INFO - Test loss : 0.6086
|
| 516 |
+
2024-05-30 03:43:26,549 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-30 03:43:38,582 - INFO - [204800/569465] Loss : 0.5539
|
| 519 |
+
2024-05-30 03:43:41,989 - INFO - [266240/569465] Loss : 0.5544
|
| 520 |
+
2024-05-30 03:43:46,675 - INFO - Test loss : 0.6310
|
| 521 |
+
2024-05-30 03:43:46,676 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-30 03:43:58,758 - INFO - [204800/569465] Loss : 0.5526
|
| 524 |
+
2024-05-30 03:44:02,228 - INFO - [266240/569465] Loss : 0.5535
|
| 525 |
+
2024-05-30 03:44:06,909 - INFO - Test loss : 0.6213
|
| 526 |
+
2024-05-30 03:44:06,910 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-30 03:44:18,965 - INFO - [204800/569465] Loss : 0.5523
|
| 529 |
+
2024-05-30 03:44:22,397 - INFO - [266240/569465] Loss : 0.5529
|
| 530 |
+
2024-05-30 03:44:27,064 - INFO - Test loss : 0.6223
|
| 531 |
+
2024-05-30 03:44:27,064 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-30 03:44:39,169 - INFO - [204800/569465] Loss : 0.5523
|
| 534 |
+
2024-05-30 03:44:42,507 - INFO - [266240/569465] Loss : 0.5533
|
| 535 |
+
2024-05-30 03:44:47,275 - INFO - Test loss : 0.6292
|
| 536 |
+
2024-05-30 03:44:47,275 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-30 03:44:59,373 - INFO - [204800/569465] Loss : 0.5508
|
| 539 |
+
2024-05-30 03:45:02,709 - INFO - [266240/569465] Loss : 0.5515
|
| 540 |
+
2024-05-30 03:45:07,487 - INFO - Test loss : 0.6273
|
| 541 |
+
2024-05-30 03:45:07,488 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-30 03:45:19,525 - INFO - [204800/569465] Loss : 0.5504
|
| 544 |
+
2024-05-30 03:45:22,906 - INFO - [266240/569465] Loss : 0.5514
|
| 545 |
+
2024-05-30 03:45:27,655 - INFO - Test loss : 0.6076
|
| 546 |
+
2024-05-30 03:45:29,187 - INFO - (93622,)
|
| 547 |
+
2024-05-30 03:46:16,019 - INFO - Split ID: 0
|
| 548 |
+
2024-05-30 03:46:16,057 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 0.76
|
| 549 |
+
2024-05-30 03:46:16,060 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 2.15
|
| 550 |
+
2024-05-30 03:46:16,063 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 3.33
|
| 551 |
+
2024-05-30 03:46:16,066 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 5.96
|
| 552 |
+
2024-05-30 03:46:16,332 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-30 03:46:16,986 - INFO - (95986,)
|
| 555 |
+
2024-05-30 03:46:35,407 - INFO - Split ID: 0
|
| 556 |
+
2024-05-30 03:46:35,408 - INFO - Top 1 (Epoch 80)acc (%): 63.27
|
| 557 |
+
2024-05-30 03:46:35,408 - INFO - Top 3 (Epoch 80)acc (%): 79.82
|
| 558 |
+
2024-05-30 03:46:35,408 - INFO - Top 5 (Epoch 80)acc (%): 84.51
|
| 559 |
+
2024-05-30 03:46:35,408 - INFO - Top 10 (Epoch 80)acc (%): 88.99
|
| 560 |
+
2024-05-30 03:47:22,736 - INFO - Split ID: 0
|
| 561 |
+
2024-05-30 03:47:22,737 - INFO - Top 1 (Epoch 80)acc (%): 69.43
|
| 562 |
+
2024-05-30 03:47:22,738 - INFO - Top 3 (Epoch 80)acc (%): 84.24
|
| 563 |
+
2024-05-30 03:47:22,738 - INFO - Top 5 (Epoch 80)acc (%): 87.97
|
| 564 |
+
2024-05-30 03:47:22,739 - INFO - Top 10 (Epoch 80)acc (%): 91.54
|
| 565 |
+
2024-05-30 03:47:22,740 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-30 03:47:34,796 - INFO - [204800/569465] Loss : 0.5516
|
| 568 |
+
2024-05-30 03:47:38,140 - INFO - [266240/569465] Loss : 0.5518
|
| 569 |
+
2024-05-30 03:47:42,891 - INFO - Test loss : 0.6140
|
| 570 |
+
2024-05-30 03:47:42,891 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-30 03:47:54,960 - INFO - [204800/569465] Loss : 0.5507
|
| 573 |
+
2024-05-30 03:47:58,323 - INFO - [266240/569465] Loss : 0.5517
|
| 574 |
+
2024-05-30 03:48:03,003 - INFO - Test loss : 0.6237
|
| 575 |
+
2024-05-30 03:48:03,003 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-30 03:48:15,089 - INFO - [204800/569465] Loss : 0.5495
|
| 578 |
+
2024-05-30 03:48:18,521 - INFO - [266240/569465] Loss : 0.5505
|
| 579 |
+
2024-05-30 03:48:23,176 - INFO - Test loss : 0.6413
|
| 580 |
+
2024-05-30 03:48:23,176 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-30 03:48:35,268 - INFO - [204800/569465] Loss : 0.5499
|
| 583 |
+
2024-05-30 03:48:38,697 - INFO - [266240/569465] Loss : 0.5506
|
| 584 |
+
2024-05-30 03:48:43,340 - INFO - Test loss : 0.6292
|
| 585 |
+
2024-05-30 03:48:43,340 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-30 03:48:55,371 - INFO - [204800/569465] Loss : 0.5490
|
| 588 |
+
2024-05-30 03:48:58,786 - INFO - [266240/569465] Loss : 0.5499
|
| 589 |
+
2024-05-30 03:49:03,480 - INFO - Test loss : 0.6374
|
| 590 |
+
2024-05-30 03:49:03,480 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-30 03:49:15,510 - INFO - [204800/569465] Loss : 0.5483
|
| 593 |
+
2024-05-30 03:49:18,905 - INFO - [266240/569465] Loss : 0.5489
|
| 594 |
+
2024-05-30 03:49:23,536 - INFO - Test loss : 0.6251
|
| 595 |
+
2024-05-30 03:49:23,536 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-30 03:49:35,614 - INFO - [204800/569465] Loss : 0.5478
|
| 598 |
+
2024-05-30 03:49:39,058 - INFO - [266240/569465] Loss : 0.5487
|
| 599 |
+
2024-05-30 03:49:43,722 - INFO - Test loss : 0.6404
|
| 600 |
+
2024-05-30 03:49:43,722 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-30 03:49:55,808 - INFO - [204800/569465] Loss : 0.5474
|
| 603 |
+
2024-05-30 03:49:59,250 - INFO - [266240/569465] Loss : 0.5487
|
| 604 |
+
2024-05-30 03:50:03,910 - INFO - Test loss : 0.6217
|
| 605 |
+
2024-05-30 03:50:03,910 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-30 03:50:15,756 - INFO - [204800/569465] Loss : 0.5480
|
| 608 |
+
2024-05-30 03:50:19,134 - INFO - [266240/569465] Loss : 0.5484
|
| 609 |
+
2024-05-30 03:50:23,728 - INFO - Test loss : 0.6532
|
| 610 |
+
2024-05-30 03:50:23,729 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-30 03:50:35,597 - INFO - [204800/569465] Loss : 0.5467
|
| 613 |
+
2024-05-30 03:50:38,882 - INFO - [266240/569465] Loss : 0.5472
|
| 614 |
+
2024-05-30 03:50:43,556 - INFO - Test loss : 0.6473
|
| 615 |
+
2024-05-30 03:50:44,924 - INFO - (93622,)
|
| 616 |
+
2024-05-30 03:51:31,509 - INFO - Split ID: 0
|
| 617 |
+
2024-05-30 03:51:31,546 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 0.79
|
| 618 |
+
2024-05-30 03:51:31,550 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 2.14
|
| 619 |
+
2024-05-30 03:51:31,553 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 3.32
|
| 620 |
+
2024-05-30 03:51:31,556 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 5.81
|
| 621 |
+
2024-05-30 03:51:31,816 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-30 03:51:32,446 - INFO - (95986,)
|
| 624 |
+
2024-05-30 03:51:50,734 - INFO - Split ID: 0
|
| 625 |
+
2024-05-30 03:51:50,734 - INFO - Top 1 (Epoch 90)acc (%): 63.27
|
| 626 |
+
2024-05-30 03:51:50,735 - INFO - Top 3 (Epoch 90)acc (%): 79.82
|
| 627 |
+
2024-05-30 03:51:50,735 - INFO - Top 5 (Epoch 90)acc (%): 84.51
|
| 628 |
+
2024-05-30 03:51:50,735 - INFO - Top 10 (Epoch 90)acc (%): 88.99
|
| 629 |
+
2024-05-30 03:52:37,952 - INFO - Split ID: 0
|
| 630 |
+
2024-05-30 03:52:37,953 - INFO - Top 1 (Epoch 90)acc (%): 69.36
|
| 631 |
+
2024-05-30 03:52:37,953 - INFO - Top 3 (Epoch 90)acc (%): 84.13
|
| 632 |
+
2024-05-30 03:52:37,953 - INFO - Top 5 (Epoch 90)acc (%): 87.89
|
| 633 |
+
2024-05-30 03:52:37,953 - INFO - Top 10 (Epoch 90)acc (%): 91.47
|
| 634 |
+
2024-05-30 03:52:37,955 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-30 03:52:50,016 - INFO - [204800/569465] Loss : 0.5473
|
| 637 |
+
2024-05-30 03:52:53,451 - INFO - [266240/569465] Loss : 0.5480
|
| 638 |
+
2024-05-30 03:52:58,117 - INFO - Test loss : 0.6493
|
| 639 |
+
2024-05-30 03:52:58,118 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-30 03:53:10,184 - INFO - [204800/569465] Loss : 0.5465
|
| 642 |
+
2024-05-30 03:53:13,626 - INFO - [266240/569465] Loss : 0.5467
|
| 643 |
+
2024-05-30 03:53:18,282 - INFO - Test loss : 0.6497
|
| 644 |
+
2024-05-30 03:53:18,283 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-30 03:53:30,338 - INFO - [204800/569465] Loss : 0.5464
|
| 647 |
+
2024-05-30 03:53:33,747 - INFO - [266240/569465] Loss : 0.5468
|
| 648 |
+
2024-05-30 03:53:38,430 - INFO - Test loss : 0.6395
|
| 649 |
+
2024-05-30 03:53:38,430 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-30 03:53:50,509 - INFO - [204800/569465] Loss : 0.5448
|
| 652 |
+
2024-05-30 03:53:53,950 - INFO - [266240/569465] Loss : 0.5457
|
| 653 |
+
2024-05-30 03:53:58,610 - INFO - Test loss : 0.6528
|
| 654 |
+
2024-05-30 03:53:58,610 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-30 03:54:10,700 - INFO - [204800/569465] Loss : 0.5452
|
| 657 |
+
2024-05-30 03:54:14,025 - INFO - [266240/569465] Loss : 0.5461
|
| 658 |
+
2024-05-30 03:54:18,791 - INFO - Test loss : 0.6392
|
| 659 |
+
2024-05-30 03:54:18,791 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-30 03:54:30,871 - INFO - [204800/569465] Loss : 0.5449
|
| 662 |
+
2024-05-30 03:54:34,220 - INFO - [266240/569465] Loss : 0.5457
|
| 663 |
+
2024-05-30 03:54:38,993 - INFO - Test loss : 0.6306
|
| 664 |
+
2024-05-30 03:54:38,994 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-30 03:54:51,003 - INFO - [204800/569465] Loss : 0.5437
|
| 667 |
+
2024-05-30 03:54:54,301 - INFO - [266240/569465] Loss : 0.5449
|
| 668 |
+
2024-05-30 03:54:59,023 - INFO - Test loss : 0.6461
|
| 669 |
+
2024-05-30 03:54:59,023 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-30 03:55:11,011 - INFO - [204800/569465] Loss : 0.5448
|
| 672 |
+
2024-05-30 03:55:14,354 - INFO - [266240/569465] Loss : 0.5453
|
| 673 |
+
2024-05-30 03:55:19,098 - INFO - Test loss : 0.6566
|
| 674 |
+
2024-05-30 03:55:19,098 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-30 03:55:31,165 - INFO - [204800/569465] Loss : 0.5447
|
| 677 |
+
2024-05-30 03:55:34,516 - INFO - [266240/569465] Loss : 0.5454
|
| 678 |
+
2024-05-30 03:55:39,179 - INFO - Test loss : 0.6480
|
| 679 |
+
2024-05-30 03:55:39,179 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 680 |
+
2024-05-30 03:55:39,230 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 681 |
+
2024-05-30 03:55:39,423 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-30 03:55:40,069 - INFO - (95986,)
|
| 684 |
+
2024-05-30 03:55:58,589 - INFO - Split ID: 0
|
| 685 |
+
2024-05-30 03:55:58,589 - INFO - Top 1 acc (%): 63.27
|
| 686 |
+
2024-05-30 03:55:58,590 - INFO - Top 3 acc (%): 79.82
|
| 687 |
+
2024-05-30 03:55:58,590 - INFO - Top 5 acc (%): 84.51
|
| 688 |
+
2024-05-30 03:55:58,590 - INFO - Top 10 acc (%): 88.99
|
| 689 |
+
2024-05-30 03:56:46,228 - INFO - Split ID: 0
|
| 690 |
+
2024-05-30 03:56:46,229 - INFO - Top 1 acc (%): 69.42
|
| 691 |
+
2024-05-30 03:56:46,229 - INFO - Top 3 acc (%): 84.14
|
| 692 |
+
2024-05-30 03:56:46,229 - INFO - Top 5 acc (%): 87.9
|
| 693 |
+
2024-05-30 03:56:46,229 - INFO - Top 10 acc (%): 91.46
|
| 694 |
+
2024-05-30 03:56:46,231 - INFO -
|
| 695 |
+
Sphere2Vec-dfs
|
| 696 |
+
2024-05-30 03:56:46,231 - INFO - Model : model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 697 |
+
2024-05-30 03:56:47,829 - INFO - (93622,)
|
| 698 |
+
2024-05-30 03:57:34,757 - INFO - Split ID: 0
|
| 699 |
+
2024-05-30 03:57:34,796 - INFO - Top 1 LocEnc acc (%): 0.8
|
| 700 |
+
2024-05-30 03:57:34,799 - INFO - Top 3 LocEnc acc (%): 2.14
|
| 701 |
+
2024-05-30 03:57:34,802 - INFO - Top 5 LocEnc acc (%): 3.34
|
| 702 |
+
2024-05-30 03:57:34,806 - INFO - Top 10 LocEnc acc (%): 5.92
|
| 703 |
+
2024-05-31 04:02:26,711 - INFO -
|
| 704 |
+
num_classes 5089
|
| 705 |
+
2024-05-31 04:02:26,711 - INFO - num train 569465
|
| 706 |
+
2024-05-31 04:02:26,711 - INFO - num val 93622
|
| 707 |
+
2024-05-31 04:02:26,711 - INFO - train loss full_loss
|
| 708 |
+
2024-05-31 04:02:26,711 - INFO - model name ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 709 |
+
2024-05-31 04:02:26,711 - INFO - num users 17302
|
| 710 |
+
2024-05-31 04:02:27,578 - INFO -
|
| 711 |
+
Only Sphere2Vec-dfs
|
| 712 |
+
2024-05-31 04:02:27,579 - INFO - Model : model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 713 |
+
2024-05-31 04:02:27,950 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 714 |
+
2024-05-31 04:02:28,165 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 715 |
+
2024-05-31 04:02:28,523 - INFO -
|
| 716 |
+
No prior
|
| 717 |
+
2024-05-31 04:02:29,267 - INFO - (95986,)
|
| 718 |
+
2024-05-31 04:03:00,789 - INFO - Save results to ../eval_results/eval_inat_2017__val_no_prior.csv
|
| 719 |
+
2024-05-31 04:03:00,789 - INFO - Split ID: 0
|
| 720 |
+
2024-05-31 04:03:00,790 - INFO - Top 1 acc (%): 63.27
|
| 721 |
+
2024-05-31 04:03:00,790 - INFO - Top 3 acc (%): 79.82
|
| 722 |
+
2024-05-31 04:03:00,790 - INFO - Top 5 acc (%): 84.51
|
| 723 |
+
2024-05-31 04:03:00,790 - INFO - Top 10 acc (%): 88.99
|
| 724 |
+
2024-05-31 04:04:14,728 - INFO - Split ID: 0
|
| 725 |
+
2024-05-31 04:04:14,729 - INFO - Top 1 hit (%): 69.42
|
| 726 |
+
2024-05-31 04:04:14,729 - INFO - Top 3 hit (%): 84.14
|
| 727 |
+
2024-05-31 04:04:14,729 - INFO - Top 5 hit (%): 87.9
|
| 728 |
+
2024-05-31 04:04:14,729 - INFO - Top 10 hit (%): 91.46
|
| 729 |
+
2024-05-31 04:04:14,754 - INFO -
|
| 730 |
+
Only Sphere2Vec-dfs
|
| 731 |
+
2024-05-31 04:04:14,754 - INFO - Model : model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
|
| 732 |
+
2024-05-31 04:04:16,504 - INFO - (93622,)
|
| 733 |
+
2024-05-31 04:05:02,412 - INFO - Split ID: 0
|
| 734 |
+
2024-05-31 04:05:02,444 - INFO - Top 1 LocEnc acc (%): 0.8
|
| 735 |
+
2024-05-31 04:05:02,447 - INFO - Top 3 LocEnc acc (%): 2.14
|
| 736 |
+
2024-05-31 04:05:02,450 - INFO - Top 5 LocEnc acc (%): 3.34
|
| 737 |
+
2024-05-31 04:05:02,453 - INFO - Top 10 LocEnc acc (%): 5.92
|