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data/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.log
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| 1 |
+
2024-05-22 23:40:20,572 - INFO -
|
| 2 |
+
num_classes 500
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| 3 |
+
2024-05-22 23:40:20,572 - INFO - num train 42490
|
| 4 |
+
2024-05-22 23:40:20,572 - INFO - num val 980
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| 5 |
+
2024-05-22 23:40:20,572 - INFO - train loss full_loss
|
| 6 |
+
2024-05-22 23:40:20,572 - INFO - model name ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 7 |
+
2024-05-22 23:40:20,572 - INFO - num users 5763
|
| 8 |
+
2024-05-22 23:40:20,572 - INFO - meta data ebird_meta
|
| 9 |
+
2024-05-22 23:40:20,776 - INFO -
|
| 10 |
+
Epoch 0
|
| 11 |
+
2024-05-22 23:40:41,172 - INFO - [41984/42490] Loss : 1.7720
|
| 12 |
+
2024-05-22 23:40:41,643 - INFO - Test loss : 0.7536
|
| 13 |
+
2024-05-22 23:40:41,643 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-22 23:41:01,886 - INFO - [41984/42490] Loss : 1.2737
|
| 16 |
+
2024-05-22 23:41:02,356 - INFO - Test loss : 0.5122
|
| 17 |
+
2024-05-22 23:41:02,356 - INFO -
|
| 18 |
+
Epoch 2
|
| 19 |
+
2024-05-22 23:41:22,312 - INFO - [41984/42490] Loss : 1.0430
|
| 20 |
+
2024-05-22 23:41:22,782 - INFO - Test loss : 0.3672
|
| 21 |
+
2024-05-22 23:41:22,783 - INFO -
|
| 22 |
+
Epoch 3
|
| 23 |
+
2024-05-22 23:41:42,895 - INFO - [41984/42490] Loss : 0.9505
|
| 24 |
+
2024-05-22 23:41:43,373 - INFO - Test loss : 0.3431
|
| 25 |
+
2024-05-22 23:41:43,374 - INFO -
|
| 26 |
+
Epoch 4
|
| 27 |
+
2024-05-22 23:42:03,579 - INFO - [41984/42490] Loss : 0.9041
|
| 28 |
+
2024-05-22 23:42:04,049 - INFO - Test loss : 0.3239
|
| 29 |
+
2024-05-22 23:42:04,049 - INFO -
|
| 30 |
+
Epoch 5
|
| 31 |
+
2024-05-22 23:42:24,099 - INFO - [41984/42490] Loss : 0.8733
|
| 32 |
+
2024-05-22 23:42:24,567 - INFO - Test loss : 0.3169
|
| 33 |
+
2024-05-22 23:42:24,567 - INFO -
|
| 34 |
+
Epoch 6
|
| 35 |
+
2024-05-22 23:42:42,324 - INFO - [41984/42490] Loss : 0.8484
|
| 36 |
+
2024-05-22 23:42:42,416 - INFO - Test loss : 0.3189
|
| 37 |
+
2024-05-22 23:42:42,417 - INFO -
|
| 38 |
+
Epoch 7
|
| 39 |
+
2024-05-22 23:43:06,218 - INFO - [41984/42490] Loss : 0.8309
|
| 40 |
+
2024-05-22 23:43:06,754 - INFO - Test loss : 0.3161
|
| 41 |
+
2024-05-22 23:43:06,754 - INFO -
|
| 42 |
+
Epoch 8
|
| 43 |
+
2024-05-22 23:43:27,846 - INFO - [41984/42490] Loss : 0.8135
|
| 44 |
+
2024-05-22 23:43:28,317 - INFO - Test loss : 0.3190
|
| 45 |
+
2024-05-22 23:43:28,317 - INFO -
|
| 46 |
+
Epoch 9
|
| 47 |
+
2024-05-22 23:43:48,340 - INFO - [41984/42490] Loss : 0.8003
|
| 48 |
+
2024-05-22 23:43:48,814 - INFO - Test loss : 0.3208
|
| 49 |
+
2024-05-22 23:43:48,815 - INFO -
|
| 50 |
+
Epoch 10
|
| 51 |
+
2024-05-22 23:44:09,172 - INFO - [41984/42490] Loss : 0.7873
|
| 52 |
+
2024-05-22 23:44:09,645 - INFO - Test loss : 0.3285
|
| 53 |
+
2024-05-22 23:44:09,657 - INFO - (980,)
|
| 54 |
+
2024-05-22 23:44:09,693 - INFO - Split ID: 0
|
| 55 |
+
2024-05-22 23:44:09,694 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 5.41
|
| 56 |
+
2024-05-22 23:44:09,694 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 11.63
|
| 57 |
+
2024-05-22 23:44:09,694 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 17.04
|
| 58 |
+
2024-05-22 23:44:09,694 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 25.82
|
| 59 |
+
2024-05-22 23:44:09,695 - INFO -
|
| 60 |
+
No prior
|
| 61 |
+
2024-05-22 23:44:09,695 - INFO - (2262,)
|
| 62 |
+
2024-05-22 23:44:09,746 - INFO - Split ID: 0
|
| 63 |
+
2024-05-22 23:44:09,746 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 64 |
+
2024-05-22 23:44:09,746 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 65 |
+
2024-05-22 23:44:09,746 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 66 |
+
2024-05-22 23:44:09,746 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 67 |
+
2024-05-22 23:44:11,268 - INFO - Split ID: 0
|
| 68 |
+
2024-05-22 23:44:11,268 - INFO - Top 1 (Epoch 10)acc (%): 79.09
|
| 69 |
+
2024-05-22 23:44:11,268 - INFO - Top 3 (Epoch 10)acc (%): 91.29
|
| 70 |
+
2024-05-22 23:44:11,268 - INFO - Top 5 (Epoch 10)acc (%): 93.59
|
| 71 |
+
2024-05-22 23:44:11,269 - INFO - Top 10 (Epoch 10)acc (%): 95.89
|
| 72 |
+
2024-05-22 23:44:11,269 - INFO -
|
| 73 |
+
Epoch 11
|
| 74 |
+
2024-05-22 23:44:31,273 - INFO - [41984/42490] Loss : 0.7739
|
| 75 |
+
2024-05-22 23:44:31,747 - INFO - Test loss : 0.3267
|
| 76 |
+
2024-05-22 23:44:31,747 - INFO -
|
| 77 |
+
Epoch 12
|
| 78 |
+
2024-05-22 23:44:52,157 - INFO - [41984/42490] Loss : 0.7663
|
| 79 |
+
2024-05-22 23:44:52,630 - INFO - Test loss : 0.3335
|
| 80 |
+
2024-05-22 23:44:52,630 - INFO -
|
| 81 |
+
Epoch 13
|
| 82 |
+
2024-05-22 23:45:12,771 - INFO - [41984/42490] Loss : 0.7566
|
| 83 |
+
2024-05-22 23:45:13,243 - INFO - Test loss : 0.3338
|
| 84 |
+
2024-05-22 23:45:13,244 - INFO -
|
| 85 |
+
Epoch 14
|
| 86 |
+
2024-05-22 23:45:33,423 - INFO - [41984/42490] Loss : 0.7495
|
| 87 |
+
2024-05-22 23:45:33,896 - INFO - Test loss : 0.3384
|
| 88 |
+
2024-05-22 23:45:33,896 - INFO -
|
| 89 |
+
Epoch 15
|
| 90 |
+
2024-05-22 23:45:54,263 - INFO - [41984/42490] Loss : 0.7421
|
| 91 |
+
2024-05-22 23:45:54,744 - INFO - Test loss : 0.3388
|
| 92 |
+
2024-05-22 23:45:54,744 - INFO -
|
| 93 |
+
Epoch 16
|
| 94 |
+
2024-05-22 23:46:14,979 - INFO - [41984/42490] Loss : 0.7341
|
| 95 |
+
2024-05-22 23:46:15,452 - INFO - Test loss : 0.3466
|
| 96 |
+
2024-05-22 23:46:15,452 - INFO -
|
| 97 |
+
Epoch 17
|
| 98 |
+
2024-05-22 23:46:35,722 - INFO - [41984/42490] Loss : 0.7265
|
| 99 |
+
2024-05-22 23:46:36,193 - INFO - Test loss : 0.3497
|
| 100 |
+
2024-05-22 23:46:36,194 - INFO -
|
| 101 |
+
Epoch 18
|
| 102 |
+
2024-05-22 23:46:54,740 - INFO - [41984/42490] Loss : 0.7205
|
| 103 |
+
2024-05-22 23:46:54,782 - INFO - Test loss : 0.3599
|
| 104 |
+
2024-05-22 23:46:54,782 - INFO -
|
| 105 |
+
Epoch 19
|
| 106 |
+
2024-05-22 23:47:17,967 - INFO - [41984/42490] Loss : 0.7145
|
| 107 |
+
2024-05-22 23:47:18,507 - INFO - Test loss : 0.3649
|
| 108 |
+
2024-05-22 23:47:18,507 - INFO -
|
| 109 |
+
Epoch 20
|
| 110 |
+
2024-05-22 23:47:39,726 - INFO - [41984/42490] Loss : 0.7103
|
| 111 |
+
2024-05-22 23:47:40,199 - INFO - Test loss : 0.3690
|
| 112 |
+
2024-05-22 23:47:40,206 - INFO - (980,)
|
| 113 |
+
2024-05-22 23:47:40,239 - INFO - Split ID: 0
|
| 114 |
+
2024-05-22 23:47:40,240 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 6.22
|
| 115 |
+
2024-05-22 23:47:40,240 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 13.67
|
| 116 |
+
2024-05-22 23:47:40,240 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 18.88
|
| 117 |
+
2024-05-22 23:47:40,240 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 28.57
|
| 118 |
+
2024-05-22 23:47:40,240 - INFO -
|
| 119 |
+
No prior
|
| 120 |
+
2024-05-22 23:47:40,241 - INFO - (2262,)
|
| 121 |
+
2024-05-22 23:47:40,292 - INFO - Split ID: 0
|
| 122 |
+
2024-05-22 23:47:40,292 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 123 |
+
2024-05-22 23:47:40,292 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 124 |
+
2024-05-22 23:47:40,292 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 125 |
+
2024-05-22 23:47:40,292 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 126 |
+
2024-05-22 23:47:41,816 - INFO - Split ID: 0
|
| 127 |
+
2024-05-22 23:47:41,816 - INFO - Top 1 (Epoch 20)acc (%): 79.71
|
| 128 |
+
2024-05-22 23:47:41,817 - INFO - Top 3 (Epoch 20)acc (%): 91.95
|
| 129 |
+
2024-05-22 23:47:41,817 - INFO - Top 5 (Epoch 20)acc (%): 93.94
|
| 130 |
+
2024-05-22 23:47:41,817 - INFO - Top 10 (Epoch 20)acc (%): 96.24
|
| 131 |
+
2024-05-22 23:47:41,817 - INFO -
|
| 132 |
+
Epoch 21
|
| 133 |
+
2024-05-22 23:48:02,168 - INFO - [41984/42490] Loss : 0.7032
|
| 134 |
+
2024-05-22 23:48:02,643 - INFO - Test loss : 0.3699
|
| 135 |
+
2024-05-22 23:48:02,643 - INFO -
|
| 136 |
+
Epoch 22
|
| 137 |
+
2024-05-22 23:48:23,465 - INFO - [41984/42490] Loss : 0.7004
|
| 138 |
+
2024-05-22 23:48:23,939 - INFO - Test loss : 0.3755
|
| 139 |
+
2024-05-22 23:48:23,939 - INFO -
|
| 140 |
+
Epoch 23
|
| 141 |
+
2024-05-22 23:48:44,204 - INFO - [41984/42490] Loss : 0.6929
|
| 142 |
+
2024-05-22 23:48:44,720 - INFO - Test loss : 0.3850
|
| 143 |
+
2024-05-22 23:48:44,721 - INFO -
|
| 144 |
+
Epoch 24
|
| 145 |
+
2024-05-22 23:49:04,869 - INFO - [41984/42490] Loss : 0.6887
|
| 146 |
+
2024-05-22 23:49:05,387 - INFO - Test loss : 0.3897
|
| 147 |
+
2024-05-22 23:49:05,387 - INFO -
|
| 148 |
+
Epoch 25
|
| 149 |
+
2024-05-22 23:49:25,665 - INFO - [41984/42490] Loss : 0.6837
|
| 150 |
+
2024-05-22 23:49:26,138 - INFO - Test loss : 0.3957
|
| 151 |
+
2024-05-22 23:49:26,138 - INFO -
|
| 152 |
+
Epoch 26
|
| 153 |
+
2024-05-22 23:49:46,313 - INFO - [41984/42490] Loss : 0.6818
|
| 154 |
+
2024-05-22 23:49:46,787 - INFO - Test loss : 0.4011
|
| 155 |
+
2024-05-22 23:49:46,787 - INFO -
|
| 156 |
+
Epoch 27
|
| 157 |
+
2024-05-22 23:50:06,985 - INFO - [41984/42490] Loss : 0.6771
|
| 158 |
+
2024-05-22 23:50:07,466 - INFO - Test loss : 0.3986
|
| 159 |
+
2024-05-22 23:50:07,466 - INFO -
|
| 160 |
+
Epoch 28
|
| 161 |
+
2024-05-22 23:50:27,680 - INFO - [41984/42490] Loss : 0.6726
|
| 162 |
+
2024-05-22 23:50:28,154 - INFO - Test loss : 0.4019
|
| 163 |
+
2024-05-22 23:50:28,154 - INFO -
|
| 164 |
+
Epoch 29
|
| 165 |
+
2024-05-22 23:50:48,352 - INFO - [41984/42490] Loss : 0.6688
|
| 166 |
+
2024-05-22 23:50:48,822 - INFO - Test loss : 0.4150
|
| 167 |
+
2024-05-22 23:50:48,822 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 168 |
+
2024-05-22 23:50:48,839 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 169 |
+
2024-05-22 23:50:48,909 - INFO -
|
| 170 |
+
No prior
|
| 171 |
+
2024-05-22 23:50:48,910 - INFO - (2262,)
|
| 172 |
+
2024-05-22 23:50:48,960 - INFO - Split ID: 0
|
| 173 |
+
2024-05-22 23:50:48,960 - INFO - Top 1 acc (%): 70.07
|
| 174 |
+
2024-05-22 23:50:48,960 - INFO - Top 3 acc (%): 86.6
|
| 175 |
+
2024-05-22 23:50:48,960 - INFO - Top 5 acc (%): 90.05
|
| 176 |
+
2024-05-22 23:50:48,960 - INFO - Top 10 acc (%): 92.88
|
| 177 |
+
2024-05-22 23:50:50,490 - INFO - Split ID: 0
|
| 178 |
+
2024-05-22 23:50:50,490 - INFO - Top 1 acc (%): 79.84
|
| 179 |
+
2024-05-22 23:50:50,490 - INFO - Top 3 acc (%): 91.78
|
| 180 |
+
2024-05-22 23:50:50,490 - INFO - Top 5 acc (%): 94.08
|
| 181 |
+
2024-05-22 23:50:50,491 - INFO - Top 10 acc (%): 96.24
|
| 182 |
+
2024-05-22 23:50:50,491 - INFO -
|
| 183 |
+
Sphere2Vec-sphereC
|
| 184 |
+
2024-05-22 23:50:50,491 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 185 |
+
2024-05-22 23:50:50,507 - INFO - (980,)
|
| 186 |
+
2024-05-22 23:50:50,540 - INFO - Split ID: 0
|
| 187 |
+
2024-05-22 23:50:50,541 - INFO - Top 1 LocEnc acc (%): 5.61
|
| 188 |
+
2024-05-22 23:50:50,541 - INFO - Top 3 LocEnc acc (%): 14.29
|
| 189 |
+
2024-05-22 23:50:50,541 - INFO - Top 5 LocEnc acc (%): 20.31
|
| 190 |
+
2024-05-22 23:50:50,541 - INFO - Top 10 LocEnc acc (%): 29.18
|
| 191 |
+
2024-05-27 14:23:48,928 - INFO -
|
| 192 |
+
num_classes 500
|
| 193 |
+
2024-05-27 14:23:48,934 - INFO - num train 42490
|
| 194 |
+
2024-05-27 14:23:48,934 - INFO - num val 980
|
| 195 |
+
2024-05-27 14:23:48,934 - INFO - train loss full_loss
|
| 196 |
+
2024-05-27 14:23:48,934 - INFO - model name ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 197 |
+
2024-05-27 14:23:48,934 - INFO - num users 5763
|
| 198 |
+
2024-05-27 14:23:48,934 - INFO - meta data ebird_meta
|
| 199 |
+
2024-05-27 14:23:49,198 - INFO -
|
| 200 |
+
Epoch 0
|
| 201 |
+
2024-05-27 14:25:03,231 - INFO - [41984/42490] Loss : 1.7650
|
| 202 |
+
2024-05-27 14:25:04,908 - INFO - Test loss : 0.7511
|
| 203 |
+
2024-05-27 14:25:04,908 - INFO -
|
| 204 |
+
Epoch 1
|
| 205 |
+
2024-05-27 14:26:18,772 - INFO - [41984/42490] Loss : 1.2427
|
| 206 |
+
2024-05-27 14:26:20,510 - INFO - Test loss : 0.4820
|
| 207 |
+
2024-05-27 14:26:20,510 - INFO -
|
| 208 |
+
Epoch 2
|
| 209 |
+
2024-05-27 14:27:33,641 - INFO - [41984/42490] Loss : 1.0245
|
| 210 |
+
2024-05-27 14:27:35,272 - INFO - Test loss : 0.3581
|
| 211 |
+
2024-05-27 14:27:35,273 - INFO -
|
| 212 |
+
Epoch 3
|
| 213 |
+
2024-05-27 14:28:49,650 - INFO - [41984/42490] Loss : 0.9434
|
| 214 |
+
2024-05-27 14:28:51,329 - INFO - Test loss : 0.3248
|
| 215 |
+
2024-05-27 14:28:51,329 - INFO -
|
| 216 |
+
Epoch 4
|
| 217 |
+
2024-05-27 14:30:04,684 - INFO - [41984/42490] Loss : 0.8994
|
| 218 |
+
2024-05-27 14:30:06,367 - INFO - Test loss : 0.3166
|
| 219 |
+
2024-05-27 14:30:06,368 - INFO -
|
| 220 |
+
Epoch 5
|
| 221 |
+
2024-05-27 14:31:19,717 - INFO - [41984/42490] Loss : 0.8672
|
| 222 |
+
2024-05-27 14:31:21,393 - INFO - Test loss : 0.3130
|
| 223 |
+
2024-05-27 14:31:21,393 - INFO -
|
| 224 |
+
Epoch 6
|
| 225 |
+
2024-05-27 14:32:35,026 - INFO - [41984/42490] Loss : 0.8429
|
| 226 |
+
2024-05-27 14:32:36,707 - INFO - Test loss : 0.3068
|
| 227 |
+
2024-05-27 14:32:36,707 - INFO -
|
| 228 |
+
Epoch 7
|
| 229 |
+
2024-05-27 14:33:50,205 - INFO - [41984/42490] Loss : 0.8256
|
| 230 |
+
2024-05-27 14:33:51,943 - INFO - Test loss : 0.3118
|
| 231 |
+
2024-05-27 14:33:51,944 - INFO -
|
| 232 |
+
Epoch 8
|
| 233 |
+
2024-05-27 14:35:05,564 - INFO - [41984/42490] Loss : 0.8092
|
| 234 |
+
2024-05-27 14:35:07,230 - INFO - Test loss : 0.3183
|
| 235 |
+
2024-05-27 14:35:07,230 - INFO -
|
| 236 |
+
Epoch 9
|
| 237 |
+
2024-05-27 14:36:21,772 - INFO - [41984/42490] Loss : 0.7943
|
| 238 |
+
2024-05-27 14:36:23,438 - INFO - Test loss : 0.3202
|
| 239 |
+
2024-05-27 14:36:23,438 - INFO -
|
| 240 |
+
Epoch 10
|
| 241 |
+
2024-05-27 14:37:37,094 - INFO - [41984/42490] Loss : 0.7840
|
| 242 |
+
2024-05-27 14:37:38,807 - INFO - Test loss : 0.3240
|
| 243 |
+
2024-05-27 14:37:38,807 - INFO -
|
| 244 |
+
Epoch 11
|
| 245 |
+
2024-05-27 14:38:53,004 - INFO - [41984/42490] Loss : 0.7736
|
| 246 |
+
2024-05-27 14:38:54,677 - INFO - Test loss : 0.3300
|
| 247 |
+
2024-05-27 14:38:54,678 - INFO -
|
| 248 |
+
Epoch 12
|
| 249 |
+
2024-05-27 14:40:08,170 - INFO - [41984/42490] Loss : 0.7618
|
| 250 |
+
2024-05-27 14:40:09,904 - INFO - Test loss : 0.3287
|
| 251 |
+
2024-05-27 14:40:09,904 - INFO -
|
| 252 |
+
Epoch 13
|
| 253 |
+
2024-05-27 14:41:23,260 - INFO - [41984/42490] Loss : 0.7547
|
| 254 |
+
2024-05-27 14:41:24,948 - INFO - Test loss : 0.3302
|
| 255 |
+
2024-05-27 14:41:24,948 - INFO -
|
| 256 |
+
Epoch 14
|
| 257 |
+
2024-05-27 14:42:38,692 - INFO - [41984/42490] Loss : 0.7435
|
| 258 |
+
2024-05-27 14:42:40,430 - INFO - Test loss : 0.3398
|
| 259 |
+
2024-05-27 14:42:40,430 - INFO -
|
| 260 |
+
Epoch 15
|
| 261 |
+
2024-05-27 14:43:53,642 - INFO - [41984/42490] Loss : 0.7400
|
| 262 |
+
2024-05-27 14:43:55,322 - INFO - Test loss : 0.3408
|
| 263 |
+
2024-05-27 14:43:55,322 - INFO -
|
| 264 |
+
Epoch 16
|
| 265 |
+
2024-05-27 14:45:08,634 - INFO - [41984/42490] Loss : 0.7327
|
| 266 |
+
2024-05-27 14:45:10,335 - INFO - Test loss : 0.3468
|
| 267 |
+
2024-05-27 14:45:10,336 - INFO -
|
| 268 |
+
Epoch 17
|
| 269 |
+
2024-05-27 14:46:23,909 - INFO - [41984/42490] Loss : 0.7246
|
| 270 |
+
2024-05-27 14:46:25,614 - INFO - Test loss : 0.3542
|
| 271 |
+
2024-05-27 14:46:25,614 - INFO -
|
| 272 |
+
Epoch 18
|
| 273 |
+
2024-05-27 14:47:38,920 - INFO - [41984/42490] Loss : 0.7216
|
| 274 |
+
2024-05-27 14:47:40,601 - INFO - Test loss : 0.3582
|
| 275 |
+
2024-05-27 14:47:40,601 - INFO -
|
| 276 |
+
Epoch 19
|
| 277 |
+
2024-05-27 14:48:53,770 - INFO - [41984/42490] Loss : 0.7132
|
| 278 |
+
2024-05-27 14:48:55,447 - INFO - Test loss : 0.3584
|
| 279 |
+
2024-05-27 14:48:55,448 - INFO -
|
| 280 |
+
Epoch 20
|
| 281 |
+
2024-05-27 14:50:08,862 - INFO - [41984/42490] Loss : 0.7075
|
| 282 |
+
2024-05-27 14:50:10,509 - INFO - Test loss : 0.3655
|
| 283 |
+
2024-05-27 14:50:10,509 - INFO -
|
| 284 |
+
Epoch 21
|
| 285 |
+
2024-05-27 14:51:24,297 - INFO - [41984/42490] Loss : 0.7037
|
| 286 |
+
2024-05-27 14:51:26,015 - INFO - Test loss : 0.3653
|
| 287 |
+
2024-05-27 14:51:26,015 - INFO -
|
| 288 |
+
Epoch 22
|
| 289 |
+
2024-05-27 14:52:31,753 - INFO - [41984/42490] Loss : 0.6977
|
| 290 |
+
2024-05-27 14:52:33,173 - INFO - Test loss : 0.3784
|
| 291 |
+
2024-05-27 14:52:33,174 - INFO -
|
| 292 |
+
Epoch 23
|
| 293 |
+
2024-05-27 14:53:36,194 - INFO - [41984/42490] Loss : 0.6919
|
| 294 |
+
2024-05-27 14:53:37,900 - INFO - Test loss : 0.3802
|
| 295 |
+
2024-05-27 14:53:37,900 - INFO -
|
| 296 |
+
Epoch 24
|
| 297 |
+
2024-05-27 14:54:53,126 - INFO - [41984/42490] Loss : 0.6883
|
| 298 |
+
2024-05-27 14:54:54,891 - INFO - Test loss : 0.3797
|
| 299 |
+
2024-05-27 14:54:54,891 - INFO -
|
| 300 |
+
Epoch 25
|
| 301 |
+
2024-05-27 14:56:10,410 - INFO - [41984/42490] Loss : 0.6840
|
| 302 |
+
2024-05-27 14:56:12,094 - INFO - Test loss : 0.3922
|
| 303 |
+
2024-05-27 14:56:12,094 - INFO -
|
| 304 |
+
Epoch 26
|
| 305 |
+
2024-05-27 14:57:26,157 - INFO - [41984/42490] Loss : 0.6801
|
| 306 |
+
2024-05-27 14:57:27,828 - INFO - Test loss : 0.3861
|
| 307 |
+
2024-05-27 14:57:27,829 - INFO -
|
| 308 |
+
Epoch 27
|
| 309 |
+
2024-05-27 14:58:41,722 - INFO - [41984/42490] Loss : 0.6770
|
| 310 |
+
2024-05-27 14:58:43,381 - INFO - Test loss : 0.3994
|
| 311 |
+
2024-05-27 14:58:43,381 - INFO -
|
| 312 |
+
Epoch 28
|
| 313 |
+
2024-05-27 14:59:58,374 - INFO - [41984/42490] Loss : 0.6716
|
| 314 |
+
2024-05-27 15:00:00,061 - INFO - Test loss : 0.4054
|
| 315 |
+
2024-05-27 15:00:00,061 - INFO -
|
| 316 |
+
Epoch 29
|
| 317 |
+
2024-05-27 15:01:14,066 - INFO - [41984/42490] Loss : 0.6681
|
| 318 |
+
2024-05-27 15:01:15,735 - INFO - Test loss : 0.4079
|
| 319 |
+
2024-05-27 15:01:15,736 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 320 |
+
2024-05-27 15:01:16,132 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 321 |
+
2024-05-27 15:01:16,185 - INFO -
|
| 322 |
+
No prior
|
| 323 |
+
2024-05-27 15:01:16,187 - INFO - (2262,)
|
| 324 |
+
2024-05-27 15:01:16,251 - INFO - Split ID: 0
|
| 325 |
+
2024-05-27 15:01:16,251 - INFO - Top 1 acc (%): 70.07
|
| 326 |
+
2024-05-27 15:01:16,252 - INFO - Top 3 acc (%): 86.6
|
| 327 |
+
2024-05-27 15:01:16,252 - INFO - Top 5 acc (%): 90.05
|
| 328 |
+
2024-05-27 15:01:16,252 - INFO - Top 10 acc (%): 92.88
|
| 329 |
+
2024-05-27 15:01:21,316 - INFO - Split ID: 0
|
| 330 |
+
2024-05-27 15:01:21,316 - INFO - Top 1 acc (%): 79.97
|
| 331 |
+
2024-05-27 15:01:21,317 - INFO - Top 3 acc (%): 91.78
|
| 332 |
+
2024-05-27 15:01:21,317 - INFO - Top 5 acc (%): 94.21
|
| 333 |
+
2024-05-27 15:01:21,317 - INFO - Top 10 acc (%): 96.33
|
| 334 |
+
2024-05-27 15:01:21,317 - INFO -
|
| 335 |
+
Only Sphere2Vec-sphereC
|
| 336 |
+
2024-05-27 15:01:21,317 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 337 |
+
2024-05-27 15:01:21,348 - INFO - (980,)
|
| 338 |
+
2024-05-27 15:01:21,395 - INFO - Split ID: 0
|
| 339 |
+
2024-05-27 15:01:21,396 - INFO - Top 1 LocEnc acc (%): 6.33
|
| 340 |
+
2024-05-27 15:01:21,396 - INFO - Top 3 LocEnc acc (%): 15.41
|
| 341 |
+
2024-05-27 15:01:21,396 - INFO - Top 5 LocEnc acc (%): 20.61
|
| 342 |
+
2024-05-27 15:01:21,396 - INFO - Top 10 LocEnc acc (%): 30.31
|
| 343 |
+
2024-05-30 19:43:24,377 - INFO -
|
| 344 |
+
num_classes 500
|
| 345 |
+
2024-05-30 19:43:24,394 - INFO - num train 42490
|
| 346 |
+
2024-05-30 19:43:24,394 - INFO - num val 980
|
| 347 |
+
2024-05-30 19:43:24,394 - INFO - train loss full_loss
|
| 348 |
+
2024-05-30 19:43:24,394 - INFO - model name ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 349 |
+
2024-05-30 19:43:24,394 - INFO - num users 5763
|
| 350 |
+
2024-05-30 19:43:24,394 - INFO - meta data ebird_meta
|
| 351 |
+
2024-05-30 19:43:24,584 - INFO -
|
| 352 |
+
Only Sphere2Vec-sphereC
|
| 353 |
+
2024-05-30 19:43:24,584 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 354 |
+
2024-05-30 19:43:24,704 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 355 |
+
2024-05-30 19:43:24,758 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 356 |
+
2024-05-30 19:43:24,804 - INFO -
|
| 357 |
+
No prior
|
| 358 |
+
2024-05-30 19:43:24,805 - INFO - (2262,)
|
| 359 |
+
2024-05-30 19:43:24,921 - INFO - Save results to ../eval_results/eval_birdsnap_ebird_meta_test_no_prior.csv
|
| 360 |
+
2024-05-30 19:43:24,922 - INFO - Split ID: 0
|
| 361 |
+
2024-05-30 19:43:24,922 - INFO - Top 1 acc (%): 70.07
|
| 362 |
+
2024-05-30 19:43:24,922 - INFO - Top 3 acc (%): 86.6
|
| 363 |
+
2024-05-30 19:43:24,922 - INFO - Top 5 acc (%): 90.05
|
| 364 |
+
2024-05-30 19:43:24,922 - INFO - Top 10 acc (%): 92.88
|
| 365 |
+
2024-05-30 19:43:26,749 - INFO - Split ID: 0
|
| 366 |
+
2024-05-30 19:43:26,749 - INFO - Top 1 hit (%): 79.97
|
| 367 |
+
2024-05-30 19:43:26,749 - INFO - Top 3 hit (%): 91.78
|
| 368 |
+
2024-05-30 19:43:26,749 - INFO - Top 5 hit (%): 94.21
|
| 369 |
+
2024-05-30 19:43:26,749 - INFO - Top 10 hit (%): 96.33
|
| 370 |
+
2024-05-30 19:43:26,750 - INFO -
|
| 371 |
+
Only Sphere2Vec-sphereC
|
| 372 |
+
2024-05-30 19:43:26,750 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 373 |
+
2024-05-30 19:43:26,783 - INFO - (980,)
|
| 374 |
+
2024-05-30 19:43:26,819 - INFO - Split ID: 0
|
| 375 |
+
2024-05-30 19:43:26,819 - INFO - Top 1 LocEnc acc (%): 6.33
|
| 376 |
+
2024-05-30 19:43:26,820 - INFO - Top 3 LocEnc acc (%): 15.41
|
| 377 |
+
2024-05-30 19:43:26,820 - INFO - Top 5 LocEnc acc (%): 20.61
|
| 378 |
+
2024-05-30 19:43:26,820 - INFO - Top 10 LocEnc acc (%): 30.31
|