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data/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.log
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| 1 |
+
2024-05-24 02:08:38,416 - INFO -
|
| 2 |
+
num_classes 500
|
| 3 |
+
2024-05-24 02:08:38,416 - INFO - num train 42490
|
| 4 |
+
2024-05-24 02:08:38,416 - INFO - num val 980
|
| 5 |
+
2024-05-24 02:08:38,416 - INFO - train loss full_loss
|
| 6 |
+
2024-05-24 02:08:38,416 - INFO - model name ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 7 |
+
2024-05-24 02:08:38,416 - INFO - num users 5763
|
| 8 |
+
2024-05-24 02:08:38,416 - INFO - meta data ebird_meta
|
| 9 |
+
2024-05-24 02:08:38,625 - INFO -
|
| 10 |
+
Epoch 0
|
| 11 |
+
2024-05-24 02:08:58,652 - INFO - [41984/42490] Loss : 1.6865
|
| 12 |
+
2024-05-24 02:08:58,932 - INFO - Test loss : 0.7063
|
| 13 |
+
2024-05-24 02:08:58,933 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-24 02:09:18,894 - INFO - [41984/42490] Loss : 1.1828
|
| 16 |
+
2024-05-24 02:09:19,183 - INFO - Test loss : 0.4485
|
| 17 |
+
2024-05-24 02:09:19,183 - INFO -
|
| 18 |
+
Epoch 2
|
| 19 |
+
2024-05-24 02:09:34,039 - INFO - [41984/42490] Loss : 1.0067
|
| 20 |
+
2024-05-24 02:09:34,504 - INFO - Test loss : 0.3591
|
| 21 |
+
2024-05-24 02:09:34,504 - INFO -
|
| 22 |
+
Epoch 3
|
| 23 |
+
2024-05-24 02:09:53,745 - INFO - [41984/42490] Loss : 0.9406
|
| 24 |
+
2024-05-24 02:09:54,011 - INFO - Test loss : 0.3311
|
| 25 |
+
2024-05-24 02:09:54,012 - INFO -
|
| 26 |
+
Epoch 4
|
| 27 |
+
2024-05-24 02:10:11,893 - INFO - [41984/42490] Loss : 0.8945
|
| 28 |
+
2024-05-24 02:10:12,316 - INFO - Test loss : 0.3194
|
| 29 |
+
2024-05-24 02:10:12,317 - INFO -
|
| 30 |
+
Epoch 5
|
| 31 |
+
2024-05-24 02:10:31,636 - INFO - [41984/42490] Loss : 0.8648
|
| 32 |
+
2024-05-24 02:10:31,903 - INFO - Test loss : 0.3127
|
| 33 |
+
2024-05-24 02:10:31,903 - INFO -
|
| 34 |
+
Epoch 6
|
| 35 |
+
2024-05-24 02:10:50,666 - INFO - [41984/42490] Loss : 0.8430
|
| 36 |
+
2024-05-24 02:10:51,041 - INFO - Test loss : 0.3076
|
| 37 |
+
2024-05-24 02:10:51,041 - INFO -
|
| 38 |
+
Epoch 7
|
| 39 |
+
2024-05-24 02:11:08,326 - INFO - [41984/42490] Loss : 0.8253
|
| 40 |
+
2024-05-24 02:11:08,568 - INFO - Test loss : 0.3091
|
| 41 |
+
2024-05-24 02:11:08,568 - INFO -
|
| 42 |
+
Epoch 8
|
| 43 |
+
2024-05-24 02:11:27,966 - INFO - [41984/42490] Loss : 0.8094
|
| 44 |
+
2024-05-24 02:11:28,291 - INFO - Test loss : 0.3071
|
| 45 |
+
2024-05-24 02:11:28,291 - INFO -
|
| 46 |
+
Epoch 9
|
| 47 |
+
2024-05-24 02:11:47,971 - INFO - [41984/42490] Loss : 0.7975
|
| 48 |
+
2024-05-24 02:11:48,247 - INFO - Test loss : 0.3136
|
| 49 |
+
2024-05-24 02:11:48,247 - INFO -
|
| 50 |
+
Epoch 10
|
| 51 |
+
2024-05-24 02:12:07,582 - INFO - [41984/42490] Loss : 0.7855
|
| 52 |
+
2024-05-24 02:12:07,851 - INFO - Test loss : 0.3146
|
| 53 |
+
2024-05-24 02:12:07,863 - INFO - (980,)
|
| 54 |
+
2024-05-24 02:12:07,901 - INFO - Split ID: 0
|
| 55 |
+
2024-05-24 02:12:07,901 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 4.9
|
| 56 |
+
2024-05-24 02:12:07,902 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 11.43
|
| 57 |
+
2024-05-24 02:12:07,902 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 17.35
|
| 58 |
+
2024-05-24 02:12:07,902 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 28.06
|
| 59 |
+
2024-05-24 02:12:07,902 - INFO -
|
| 60 |
+
No prior
|
| 61 |
+
2024-05-24 02:12:07,903 - INFO - (2262,)
|
| 62 |
+
2024-05-24 02:12:08,040 - INFO - Split ID: 0
|
| 63 |
+
2024-05-24 02:12:08,040 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 64 |
+
2024-05-24 02:12:08,040 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 65 |
+
2024-05-24 02:12:08,040 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 66 |
+
2024-05-24 02:12:08,040 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 67 |
+
2024-05-24 02:12:09,953 - INFO - Split ID: 0
|
| 68 |
+
2024-05-24 02:12:09,954 - INFO - Top 1 (Epoch 10)acc (%): 79.0
|
| 69 |
+
2024-05-24 02:12:09,954 - INFO - Top 3 (Epoch 10)acc (%): 91.29
|
| 70 |
+
2024-05-24 02:12:09,954 - INFO - Top 5 (Epoch 10)acc (%): 93.41
|
| 71 |
+
2024-05-24 02:12:09,954 - INFO - Top 10 (Epoch 10)acc (%): 95.89
|
| 72 |
+
2024-05-24 02:12:09,954 - INFO -
|
| 73 |
+
Epoch 11
|
| 74 |
+
2024-05-24 02:12:27,109 - INFO - [41984/42490] Loss : 0.7759
|
| 75 |
+
2024-05-24 02:12:27,776 - INFO - Test loss : 0.3144
|
| 76 |
+
2024-05-24 02:12:27,776 - INFO -
|
| 77 |
+
Epoch 12
|
| 78 |
+
2024-05-24 02:12:45,035 - INFO - [41984/42490] Loss : 0.7673
|
| 79 |
+
2024-05-24 02:12:45,291 - INFO - Test loss : 0.3151
|
| 80 |
+
2024-05-24 02:12:45,292 - INFO -
|
| 81 |
+
Epoch 13
|
| 82 |
+
2024-05-24 02:13:04,036 - INFO - [41984/42490] Loss : 0.7586
|
| 83 |
+
2024-05-24 02:13:04,334 - INFO - Test loss : 0.3214
|
| 84 |
+
2024-05-24 02:13:04,334 - INFO -
|
| 85 |
+
Epoch 14
|
| 86 |
+
2024-05-24 02:13:23,192 - INFO - [41984/42490] Loss : 0.7483
|
| 87 |
+
2024-05-24 02:13:23,415 - INFO - Test loss : 0.3270
|
| 88 |
+
2024-05-24 02:13:23,416 - INFO -
|
| 89 |
+
Epoch 15
|
| 90 |
+
2024-05-24 02:13:41,890 - INFO - [41984/42490] Loss : 0.7426
|
| 91 |
+
2024-05-24 02:13:42,155 - INFO - Test loss : 0.3348
|
| 92 |
+
2024-05-24 02:13:42,156 - INFO -
|
| 93 |
+
Epoch 16
|
| 94 |
+
2024-05-24 02:14:01,166 - INFO - [41984/42490] Loss : 0.7340
|
| 95 |
+
2024-05-24 02:14:01,429 - INFO - Test loss : 0.3401
|
| 96 |
+
2024-05-24 02:14:01,429 - INFO -
|
| 97 |
+
Epoch 17
|
| 98 |
+
2024-05-24 02:14:21,601 - INFO - [41984/42490] Loss : 0.7282
|
| 99 |
+
2024-05-24 02:14:21,866 - INFO - Test loss : 0.3454
|
| 100 |
+
2024-05-24 02:14:21,866 - INFO -
|
| 101 |
+
Epoch 18
|
| 102 |
+
2024-05-24 02:14:41,760 - INFO - [41984/42490] Loss : 0.7229
|
| 103 |
+
2024-05-24 02:14:42,024 - INFO - Test loss : 0.3527
|
| 104 |
+
2024-05-24 02:14:42,024 - INFO -
|
| 105 |
+
Epoch 19
|
| 106 |
+
2024-05-24 02:15:00,076 - INFO - [41984/42490] Loss : 0.7149
|
| 107 |
+
2024-05-24 02:15:00,769 - INFO - Test loss : 0.3486
|
| 108 |
+
2024-05-24 02:15:00,770 - INFO -
|
| 109 |
+
Epoch 20
|
| 110 |
+
2024-05-24 02:15:17,938 - INFO - [41984/42490] Loss : 0.7103
|
| 111 |
+
2024-05-24 02:15:18,282 - INFO - Test loss : 0.3614
|
| 112 |
+
2024-05-24 02:15:18,293 - INFO - (980,)
|
| 113 |
+
2024-05-24 02:15:18,329 - INFO - Split ID: 0
|
| 114 |
+
2024-05-24 02:15:18,329 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 5.71
|
| 115 |
+
2024-05-24 02:15:18,330 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 13.47
|
| 116 |
+
2024-05-24 02:15:18,330 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 18.67
|
| 117 |
+
2024-05-24 02:15:18,330 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 28.16
|
| 118 |
+
2024-05-24 02:15:18,330 - INFO -
|
| 119 |
+
No prior
|
| 120 |
+
2024-05-24 02:15:18,331 - INFO - (2262,)
|
| 121 |
+
2024-05-24 02:15:18,384 - INFO - Split ID: 0
|
| 122 |
+
2024-05-24 02:15:18,384 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 123 |
+
2024-05-24 02:15:18,385 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 124 |
+
2024-05-24 02:15:18,385 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 125 |
+
2024-05-24 02:15:18,385 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 126 |
+
2024-05-24 02:15:20,230 - INFO - Split ID: 0
|
| 127 |
+
2024-05-24 02:15:20,230 - INFO - Top 1 (Epoch 20)acc (%): 79.71
|
| 128 |
+
2024-05-24 02:15:20,231 - INFO - Top 3 (Epoch 20)acc (%): 91.42
|
| 129 |
+
2024-05-24 02:15:20,231 - INFO - Top 5 (Epoch 20)acc (%): 94.03
|
| 130 |
+
2024-05-24 02:15:20,231 - INFO - Top 10 (Epoch 20)acc (%): 96.11
|
| 131 |
+
2024-05-24 02:15:20,231 - INFO -
|
| 132 |
+
Epoch 21
|
| 133 |
+
2024-05-24 02:15:39,202 - INFO - [41984/42490] Loss : 0.7057
|
| 134 |
+
2024-05-24 02:15:39,465 - INFO - Test loss : 0.3655
|
| 135 |
+
2024-05-24 02:15:39,465 - INFO -
|
| 136 |
+
Epoch 22
|
| 137 |
+
2024-05-24 02:15:58,372 - INFO - [41984/42490] Loss : 0.6996
|
| 138 |
+
2024-05-24 02:15:58,787 - INFO - Test loss : 0.3785
|
| 139 |
+
2024-05-24 02:15:58,787 - INFO -
|
| 140 |
+
Epoch 23
|
| 141 |
+
2024-05-24 02:16:18,493 - INFO - [41984/42490] Loss : 0.6928
|
| 142 |
+
2024-05-24 02:16:18,768 - INFO - Test loss : 0.3802
|
| 143 |
+
2024-05-24 02:16:18,768 - INFO -
|
| 144 |
+
Epoch 24
|
| 145 |
+
2024-05-24 02:16:39,867 - INFO - [41984/42490] Loss : 0.6906
|
| 146 |
+
2024-05-24 02:16:40,182 - INFO - Test loss : 0.3881
|
| 147 |
+
2024-05-24 02:16:40,182 - INFO -
|
| 148 |
+
Epoch 25
|
| 149 |
+
2024-05-24 02:16:58,419 - INFO - [41984/42490] Loss : 0.6881
|
| 150 |
+
2024-05-24 02:16:58,817 - INFO - Test loss : 0.3829
|
| 151 |
+
2024-05-24 02:16:58,817 - INFO -
|
| 152 |
+
Epoch 26
|
| 153 |
+
2024-05-24 02:17:17,852 - INFO - [41984/42490] Loss : 0.6818
|
| 154 |
+
2024-05-24 02:17:18,136 - INFO - Test loss : 0.3899
|
| 155 |
+
2024-05-24 02:17:18,136 - INFO -
|
| 156 |
+
Epoch 27
|
| 157 |
+
2024-05-24 02:17:35,757 - INFO - [41984/42490] Loss : 0.6795
|
| 158 |
+
2024-05-24 02:17:36,051 - INFO - Test loss : 0.3934
|
| 159 |
+
2024-05-24 02:17:36,051 - INFO -
|
| 160 |
+
Epoch 28
|
| 161 |
+
2024-05-24 02:17:55,125 - INFO - [41984/42490] Loss : 0.6730
|
| 162 |
+
2024-05-24 02:17:55,547 - INFO - Test loss : 0.4129
|
| 163 |
+
2024-05-24 02:17:55,547 - INFO -
|
| 164 |
+
Epoch 29
|
| 165 |
+
2024-05-24 02:18:16,478 - INFO - [41984/42490] Loss : 0.6709
|
| 166 |
+
2024-05-24 02:18:16,984 - INFO - Test loss : 0.4111
|
| 167 |
+
2024-05-24 02:18:16,984 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 168 |
+
2024-05-24 02:18:17,002 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 169 |
+
2024-05-24 02:18:17,049 - INFO -
|
| 170 |
+
No prior
|
| 171 |
+
2024-05-24 02:18:17,050 - INFO - (2262,)
|
| 172 |
+
2024-05-24 02:18:17,102 - INFO - Split ID: 0
|
| 173 |
+
2024-05-24 02:18:17,103 - INFO - Top 1 acc (%): 70.07
|
| 174 |
+
2024-05-24 02:18:17,103 - INFO - Top 3 acc (%): 86.6
|
| 175 |
+
2024-05-24 02:18:17,103 - INFO - Top 5 acc (%): 90.05
|
| 176 |
+
2024-05-24 02:18:17,103 - INFO - Top 10 acc (%): 92.88
|
| 177 |
+
2024-05-24 02:18:18,764 - INFO - Split ID: 0
|
| 178 |
+
2024-05-24 02:18:18,764 - INFO - Top 1 acc (%): 79.93
|
| 179 |
+
2024-05-24 02:18:18,765 - INFO - Top 3 acc (%): 91.47
|
| 180 |
+
2024-05-24 02:18:18,765 - INFO - Top 5 acc (%): 94.16
|
| 181 |
+
2024-05-24 02:18:18,765 - INFO - Top 10 acc (%): 96.37
|
| 182 |
+
2024-05-24 02:18:18,765 - INFO -
|
| 183 |
+
Sphere2Vec-sphereM
|
| 184 |
+
2024-05-24 02:18:18,765 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 185 |
+
2024-05-24 02:18:18,781 - INFO - (980,)
|
| 186 |
+
2024-05-24 02:18:18,816 - INFO - Split ID: 0
|
| 187 |
+
2024-05-24 02:18:18,816 - INFO - Top 1 LocEnc acc (%): 5.82
|
| 188 |
+
2024-05-24 02:18:18,816 - INFO - Top 3 LocEnc acc (%): 13.37
|
| 189 |
+
2024-05-24 02:18:18,817 - INFO - Top 5 LocEnc acc (%): 18.88
|
| 190 |
+
2024-05-24 02:18:18,817 - INFO - Top 10 LocEnc acc (%): 29.29
|
| 191 |
+
2024-05-27 15:19:34,756 - INFO -
|
| 192 |
+
num_classes 500
|
| 193 |
+
2024-05-27 15:19:34,772 - INFO - num train 42490
|
| 194 |
+
2024-05-27 15:19:34,772 - INFO - num val 980
|
| 195 |
+
2024-05-27 15:19:34,772 - INFO - train loss full_loss
|
| 196 |
+
2024-05-27 15:19:34,772 - INFO - model name ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 197 |
+
2024-05-27 15:19:34,772 - INFO - num users 5763
|
| 198 |
+
2024-05-27 15:19:34,772 - INFO - meta data ebird_meta
|
| 199 |
+
2024-05-27 15:19:35,014 - INFO -
|
| 200 |
+
Epoch 0
|
| 201 |
+
2024-05-27 15:20:49,447 - INFO - [41984/42490] Loss : 1.6750
|
| 202 |
+
2024-05-27 15:20:51,227 - INFO - Test loss : 0.6893
|
| 203 |
+
2024-05-27 15:20:51,227 - INFO -
|
| 204 |
+
Epoch 1
|
| 205 |
+
2024-05-27 15:22:06,341 - INFO - [41984/42490] Loss : 1.1807
|
| 206 |
+
2024-05-27 15:22:07,945 - INFO - Test loss : 0.4481
|
| 207 |
+
2024-05-27 15:22:07,945 - INFO -
|
| 208 |
+
Epoch 2
|
| 209 |
+
2024-05-27 15:23:21,539 - INFO - [41984/42490] Loss : 1.0118
|
| 210 |
+
2024-05-27 15:23:23,208 - INFO - Test loss : 0.3594
|
| 211 |
+
2024-05-27 15:23:23,209 - INFO -
|
| 212 |
+
Epoch 3
|
| 213 |
+
2024-05-27 15:24:36,856 - INFO - [41984/42490] Loss : 0.9415
|
| 214 |
+
2024-05-27 15:24:38,539 - INFO - Test loss : 0.3335
|
| 215 |
+
2024-05-27 15:24:38,539 - INFO -
|
| 216 |
+
Epoch 4
|
| 217 |
+
2024-05-27 15:25:51,895 - INFO - [41984/42490] Loss : 0.8984
|
| 218 |
+
2024-05-27 15:25:53,567 - INFO - Test loss : 0.3198
|
| 219 |
+
2024-05-27 15:25:53,568 - INFO -
|
| 220 |
+
Epoch 5
|
| 221 |
+
2024-05-27 15:27:07,030 - INFO - [41984/42490] Loss : 0.8686
|
| 222 |
+
2024-05-27 15:27:08,706 - INFO - Test loss : 0.3142
|
| 223 |
+
2024-05-27 15:27:08,706 - INFO -
|
| 224 |
+
Epoch 6
|
| 225 |
+
2024-05-27 15:28:23,693 - INFO - [41984/42490] Loss : 0.8444
|
| 226 |
+
2024-05-27 15:28:25,467 - INFO - Test loss : 0.3135
|
| 227 |
+
2024-05-27 15:28:25,467 - INFO -
|
| 228 |
+
Epoch 7
|
| 229 |
+
2024-05-27 15:29:39,697 - INFO - [41984/42490] Loss : 0.8267
|
| 230 |
+
2024-05-27 15:29:41,492 - INFO - Test loss : 0.3104
|
| 231 |
+
2024-05-27 15:29:41,492 - INFO -
|
| 232 |
+
Epoch 8
|
| 233 |
+
2024-05-27 15:30:56,297 - INFO - [41984/42490] Loss : 0.8128
|
| 234 |
+
2024-05-27 15:30:57,982 - INFO - Test loss : 0.3044
|
| 235 |
+
2024-05-27 15:30:57,982 - INFO -
|
| 236 |
+
Epoch 9
|
| 237 |
+
2024-05-27 15:32:12,058 - INFO - [41984/42490] Loss : 0.7986
|
| 238 |
+
2024-05-27 15:32:13,744 - INFO - Test loss : 0.3132
|
| 239 |
+
2024-05-27 15:32:13,744 - INFO -
|
| 240 |
+
Epoch 10
|
| 241 |
+
2024-05-27 15:33:28,410 - INFO - [41984/42490] Loss : 0.7884
|
| 242 |
+
2024-05-27 15:33:30,093 - INFO - Test loss : 0.3136
|
| 243 |
+
2024-05-27 15:33:30,093 - INFO -
|
| 244 |
+
Epoch 11
|
| 245 |
+
2024-05-27 15:34:45,440 - INFO - [41984/42490] Loss : 0.7755
|
| 246 |
+
2024-05-27 15:34:47,144 - INFO - Test loss : 0.3175
|
| 247 |
+
2024-05-27 15:34:47,144 - INFO -
|
| 248 |
+
Epoch 12
|
| 249 |
+
2024-05-27 15:36:00,489 - INFO - [41984/42490] Loss : 0.7679
|
| 250 |
+
2024-05-27 15:36:02,149 - INFO - Test loss : 0.3160
|
| 251 |
+
2024-05-27 15:36:02,149 - INFO -
|
| 252 |
+
Epoch 13
|
| 253 |
+
2024-05-27 15:37:15,994 - INFO - [41984/42490] Loss : 0.7587
|
| 254 |
+
2024-05-27 15:37:17,711 - INFO - Test loss : 0.3212
|
| 255 |
+
2024-05-27 15:37:17,712 - INFO -
|
| 256 |
+
Epoch 14
|
| 257 |
+
2024-05-27 15:38:31,876 - INFO - [41984/42490] Loss : 0.7508
|
| 258 |
+
2024-05-27 15:38:33,657 - INFO - Test loss : 0.3293
|
| 259 |
+
2024-05-27 15:38:33,657 - INFO -
|
| 260 |
+
Epoch 15
|
| 261 |
+
2024-05-27 15:39:47,982 - INFO - [41984/42490] Loss : 0.7433
|
| 262 |
+
2024-05-27 15:39:49,666 - INFO - Test loss : 0.3341
|
| 263 |
+
2024-05-27 15:39:49,666 - INFO -
|
| 264 |
+
Epoch 16
|
| 265 |
+
2024-05-27 15:41:03,934 - INFO - [41984/42490] Loss : 0.7372
|
| 266 |
+
2024-05-27 15:41:05,619 - INFO - Test loss : 0.3336
|
| 267 |
+
2024-05-27 15:41:05,619 - INFO -
|
| 268 |
+
Epoch 17
|
| 269 |
+
2024-05-27 15:42:19,864 - INFO - [41984/42490] Loss : 0.7300
|
| 270 |
+
2024-05-27 15:42:21,572 - INFO - Test loss : 0.3383
|
| 271 |
+
2024-05-27 15:42:21,578 - INFO -
|
| 272 |
+
Epoch 18
|
| 273 |
+
2024-05-27 15:43:35,764 - INFO - [41984/42490] Loss : 0.7225
|
| 274 |
+
2024-05-27 15:43:37,534 - INFO - Test loss : 0.3506
|
| 275 |
+
2024-05-27 15:43:37,534 - INFO -
|
| 276 |
+
Epoch 19
|
| 277 |
+
2024-05-27 15:44:51,813 - INFO - [41984/42490] Loss : 0.7160
|
| 278 |
+
2024-05-27 15:44:53,523 - INFO - Test loss : 0.3516
|
| 279 |
+
2024-05-27 15:44:53,523 - INFO -
|
| 280 |
+
Epoch 20
|
| 281 |
+
2024-05-27 15:46:08,183 - INFO - [41984/42490] Loss : 0.7104
|
| 282 |
+
2024-05-27 15:46:09,908 - INFO - Test loss : 0.3552
|
| 283 |
+
2024-05-27 15:46:09,908 - INFO -
|
| 284 |
+
Epoch 21
|
| 285 |
+
2024-05-27 15:47:23,962 - INFO - [41984/42490] Loss : 0.7075
|
| 286 |
+
2024-05-27 15:47:25,644 - INFO - Test loss : 0.3619
|
| 287 |
+
2024-05-27 15:47:25,644 - INFO -
|
| 288 |
+
Epoch 22
|
| 289 |
+
2024-05-27 15:48:37,857 - INFO - [41984/42490] Loss : 0.7010
|
| 290 |
+
2024-05-27 15:48:39,514 - INFO - Test loss : 0.3693
|
| 291 |
+
2024-05-27 15:48:39,515 - INFO -
|
| 292 |
+
Epoch 23
|
| 293 |
+
2024-05-27 15:49:53,591 - INFO - [41984/42490] Loss : 0.6954
|
| 294 |
+
2024-05-27 15:49:55,274 - INFO - Test loss : 0.3737
|
| 295 |
+
2024-05-27 15:49:55,275 - INFO -
|
| 296 |
+
Epoch 24
|
| 297 |
+
2024-05-27 15:51:09,281 - INFO - [41984/42490] Loss : 0.6920
|
| 298 |
+
2024-05-27 15:51:10,959 - INFO - Test loss : 0.3775
|
| 299 |
+
2024-05-27 15:51:10,959 - INFO -
|
| 300 |
+
Epoch 25
|
| 301 |
+
2024-05-27 15:52:25,097 - INFO - [41984/42490] Loss : 0.6857
|
| 302 |
+
2024-05-27 15:52:26,689 - INFO - Test loss : 0.3947
|
| 303 |
+
2024-05-27 15:52:26,695 - INFO -
|
| 304 |
+
Epoch 26
|
| 305 |
+
2024-05-27 15:53:40,786 - INFO - [41984/42490] Loss : 0.6840
|
| 306 |
+
2024-05-27 15:53:42,454 - INFO - Test loss : 0.3901
|
| 307 |
+
2024-05-27 15:53:42,454 - INFO -
|
| 308 |
+
Epoch 27
|
| 309 |
+
2024-05-27 15:54:56,679 - INFO - [41984/42490] Loss : 0.6814
|
| 310 |
+
2024-05-27 15:54:58,358 - INFO - Test loss : 0.3958
|
| 311 |
+
2024-05-27 15:54:58,358 - INFO -
|
| 312 |
+
Epoch 28
|
| 313 |
+
2024-05-27 15:56:12,409 - INFO - [41984/42490] Loss : 0.6749
|
| 314 |
+
2024-05-27 15:56:14,182 - INFO - Test loss : 0.4066
|
| 315 |
+
2024-05-27 15:56:14,182 - INFO -
|
| 316 |
+
Epoch 29
|
| 317 |
+
2024-05-27 15:57:28,333 - INFO - [41984/42490] Loss : 0.6724
|
| 318 |
+
2024-05-27 15:57:29,998 - INFO - Test loss : 0.4093
|
| 319 |
+
2024-05-27 15:57:29,998 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 320 |
+
2024-05-27 15:57:30,067 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 321 |
+
2024-05-27 15:57:30,141 - INFO -
|
| 322 |
+
No prior
|
| 323 |
+
2024-05-27 15:57:30,142 - INFO - (2262,)
|
| 324 |
+
2024-05-27 15:57:30,223 - INFO - Split ID: 0
|
| 325 |
+
2024-05-27 15:57:30,223 - INFO - Top 1 acc (%): 70.07
|
| 326 |
+
2024-05-27 15:57:30,224 - INFO - Top 3 acc (%): 86.6
|
| 327 |
+
2024-05-27 15:57:30,224 - INFO - Top 5 acc (%): 90.05
|
| 328 |
+
2024-05-27 15:57:30,224 - INFO - Top 10 acc (%): 92.88
|
| 329 |
+
2024-05-27 15:57:35,450 - INFO - Split ID: 0
|
| 330 |
+
2024-05-27 15:57:35,451 - INFO - Top 1 acc (%): 79.75
|
| 331 |
+
2024-05-27 15:57:35,451 - INFO - Top 3 acc (%): 91.47
|
| 332 |
+
2024-05-27 15:57:35,451 - INFO - Top 5 acc (%): 93.81
|
| 333 |
+
2024-05-27 15:57:35,451 - INFO - Top 10 acc (%): 96.24
|
| 334 |
+
2024-05-27 15:57:35,451 - INFO -
|
| 335 |
+
Only Sphere2Vec-sphereM
|
| 336 |
+
2024-05-27 15:57:35,451 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 337 |
+
2024-05-27 15:57:35,483 - INFO - (980,)
|
| 338 |
+
2024-05-27 15:57:35,523 - INFO - Split ID: 0
|
| 339 |
+
2024-05-27 15:57:35,524 - INFO - Top 1 LocEnc acc (%): 6.73
|
| 340 |
+
2024-05-27 15:57:35,524 - INFO - Top 3 LocEnc acc (%): 15.31
|
| 341 |
+
2024-05-27 15:57:35,525 - INFO - Top 5 LocEnc acc (%): 20.92
|
| 342 |
+
2024-05-27 15:57:35,525 - INFO - Top 10 LocEnc acc (%): 30.41
|
| 343 |
+
2024-05-30 19:44:39,937 - INFO -
|
| 344 |
+
num_classes 500
|
| 345 |
+
2024-05-30 19:44:39,944 - INFO - num train 42490
|
| 346 |
+
2024-05-30 19:44:39,944 - INFO - num val 980
|
| 347 |
+
2024-05-30 19:44:39,944 - INFO - train loss full_loss
|
| 348 |
+
2024-05-30 19:44:39,944 - INFO - model name ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 349 |
+
2024-05-30 19:44:39,944 - INFO - num users 5763
|
| 350 |
+
2024-05-30 19:44:39,944 - INFO - meta data ebird_meta
|
| 351 |
+
2024-05-30 19:44:40,136 - INFO -
|
| 352 |
+
Only Sphere2Vec-sphereM
|
| 353 |
+
2024-05-30 19:44:40,136 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 354 |
+
2024-05-30 19:44:40,236 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 355 |
+
2024-05-30 19:44:40,287 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 356 |
+
2024-05-30 19:44:40,336 - INFO -
|
| 357 |
+
No prior
|
| 358 |
+
2024-05-30 19:44:40,337 - INFO - (2262,)
|
| 359 |
+
2024-05-30 19:44:40,454 - INFO - Save results to ../eval_results/eval_birdsnap_ebird_meta_test_no_prior.csv
|
| 360 |
+
2024-05-30 19:44:40,454 - INFO - Split ID: 0
|
| 361 |
+
2024-05-30 19:44:40,454 - INFO - Top 1 acc (%): 70.07
|
| 362 |
+
2024-05-30 19:44:40,454 - INFO - Top 3 acc (%): 86.6
|
| 363 |
+
2024-05-30 19:44:40,454 - INFO - Top 5 acc (%): 90.05
|
| 364 |
+
2024-05-30 19:44:40,454 - INFO - Top 10 acc (%): 92.88
|
| 365 |
+
2024-05-30 19:44:42,097 - INFO - Split ID: 0
|
| 366 |
+
2024-05-30 19:44:42,097 - INFO - Top 1 hit (%): 79.75
|
| 367 |
+
2024-05-30 19:44:42,097 - INFO - Top 3 hit (%): 91.47
|
| 368 |
+
2024-05-30 19:44:42,097 - INFO - Top 5 hit (%): 93.81
|
| 369 |
+
2024-05-30 19:44:42,097 - INFO - Top 10 hit (%): 96.24
|
| 370 |
+
2024-05-30 19:44:42,097 - INFO -
|
| 371 |
+
Only Sphere2Vec-sphereM
|
| 372 |
+
2024-05-30 19:44:42,098 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
|
| 373 |
+
2024-05-30 19:44:42,134 - INFO - (980,)
|
| 374 |
+
2024-05-30 19:44:42,170 - INFO - Split ID: 0
|
| 375 |
+
2024-05-30 19:44:42,171 - INFO - Top 1 LocEnc acc (%): 6.73
|
| 376 |
+
2024-05-30 19:44:42,171 - INFO - Top 3 LocEnc acc (%): 15.31
|
| 377 |
+
2024-05-30 19:44:42,171 - INFO - Top 5 LocEnc acc (%): 20.92
|
| 378 |
+
2024-05-30 19:44:42,171 - INFO - Top 10 LocEnc acc (%): 30.41
|