Upload data/model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.log with huggingface_hub
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data/model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.log
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| 1 |
+
2024-05-30 09:42:27,060 - INFO -
|
| 2 |
+
num_classes 500
|
| 3 |
+
2024-05-30 09:42:27,060 - INFO - num train 42490
|
| 4 |
+
2024-05-30 09:42:27,060 - INFO - num val 980
|
| 5 |
+
2024-05-30 09:42:27,060 - INFO - train loss full_loss
|
| 6 |
+
2024-05-30 09:42:27,060 - INFO - model name ../models/sphere2vec_dfs/model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 7 |
+
2024-05-30 09:42:27,060 - INFO - num users 5763
|
| 8 |
+
2024-05-30 09:42:27,060 - INFO - meta data ebird_meta
|
| 9 |
+
2024-05-30 09:42:27,920 - INFO -
|
| 10 |
+
Epoch 0
|
| 11 |
+
2024-05-30 09:42:45,086 - INFO - [40960/42490] Loss : 2.0212
|
| 12 |
+
2024-05-30 09:42:45,165 - INFO - Test loss : 0.6313
|
| 13 |
+
2024-05-30 09:42:45,165 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-30 09:43:01,624 - INFO - [40960/42490] Loss : 1.4357
|
| 16 |
+
2024-05-30 09:43:02,102 - INFO - Test loss : 0.5213
|
| 17 |
+
2024-05-30 09:43:02,102 - INFO -
|
| 18 |
+
Epoch 2
|
| 19 |
+
2024-05-30 09:43:21,355 - INFO - [40960/42490] Loss : 1.3273
|
| 20 |
+
2024-05-30 09:43:21,833 - INFO - Test loss : 0.4779
|
| 21 |
+
2024-05-30 09:43:21,833 - INFO -
|
| 22 |
+
Epoch 3
|
| 23 |
+
2024-05-30 09:43:39,460 - INFO - [40960/42490] Loss : 1.2333
|
| 24 |
+
2024-05-30 09:43:39,933 - INFO - Test loss : 0.4224
|
| 25 |
+
2024-05-30 09:43:39,933 - INFO -
|
| 26 |
+
Epoch 4
|
| 27 |
+
2024-05-30 09:43:58,185 - INFO - [40960/42490] Loss : 1.1870
|
| 28 |
+
2024-05-30 09:43:58,656 - INFO - Test loss : 0.4142
|
| 29 |
+
2024-05-30 09:43:58,656 - INFO -
|
| 30 |
+
Epoch 5
|
| 31 |
+
2024-05-30 09:44:15,808 - INFO - [40960/42490] Loss : 1.1523
|
| 32 |
+
2024-05-30 09:44:16,284 - INFO - Test loss : 0.3983
|
| 33 |
+
2024-05-30 09:44:16,285 - INFO -
|
| 34 |
+
Epoch 6
|
| 35 |
+
2024-05-30 09:44:33,853 - INFO - [40960/42490] Loss : 1.1277
|
| 36 |
+
2024-05-30 09:44:34,321 - INFO - Test loss : 0.4161
|
| 37 |
+
2024-05-30 09:44:34,321 - INFO -
|
| 38 |
+
Epoch 7
|
| 39 |
+
2024-05-30 09:44:53,146 - INFO - [40960/42490] Loss : 1.1080
|
| 40 |
+
2024-05-30 09:44:53,624 - INFO - Test loss : 0.3978
|
| 41 |
+
2024-05-30 09:44:53,624 - INFO -
|
| 42 |
+
Epoch 8
|
| 43 |
+
2024-05-30 09:45:09,981 - INFO - [40960/42490] Loss : 1.0903
|
| 44 |
+
2024-05-30 09:45:10,457 - INFO - Test loss : 0.3843
|
| 45 |
+
2024-05-30 09:45:10,458 - INFO -
|
| 46 |
+
Epoch 9
|
| 47 |
+
2024-05-30 09:45:27,620 - INFO - [40960/42490] Loss : 1.0710
|
| 48 |
+
2024-05-30 09:45:28,104 - INFO - Test loss : 0.3856
|
| 49 |
+
2024-05-30 09:45:28,104 - INFO -
|
| 50 |
+
Epoch 10
|
| 51 |
+
2024-05-30 09:45:47,248 - INFO - [40960/42490] Loss : 1.0511
|
| 52 |
+
2024-05-30 09:45:47,720 - INFO - Test loss : 0.3664
|
| 53 |
+
2024-05-30 09:45:47,732 - INFO - (980,)
|
| 54 |
+
2024-05-30 09:45:47,769 - INFO - Split ID: 0
|
| 55 |
+
2024-05-30 09:45:47,769 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.73
|
| 56 |
+
2024-05-30 09:45:47,769 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 4.08
|
| 57 |
+
2024-05-30 09:45:47,769 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 5.92
|
| 58 |
+
2024-05-30 09:45:47,769 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 11.94
|
| 59 |
+
2024-05-30 09:45:47,770 - INFO -
|
| 60 |
+
No prior
|
| 61 |
+
2024-05-30 09:45:47,771 - INFO - (2262,)
|
| 62 |
+
2024-05-30 09:45:47,824 - INFO - Split ID: 0
|
| 63 |
+
2024-05-30 09:45:47,824 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 64 |
+
2024-05-30 09:45:47,824 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 65 |
+
2024-05-30 09:45:47,824 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 66 |
+
2024-05-30 09:45:47,824 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 67 |
+
2024-05-30 09:45:49,827 - INFO - Split ID: 0
|
| 68 |
+
2024-05-30 09:45:49,827 - INFO - Top 1 (Epoch 10)acc (%): 75.6
|
| 69 |
+
2024-05-30 09:45:49,827 - INFO - Top 3 (Epoch 10)acc (%): 89.39
|
| 70 |
+
2024-05-30 09:45:49,827 - INFO - Top 5 (Epoch 10)acc (%): 92.26
|
| 71 |
+
2024-05-30 09:45:49,827 - INFO - Top 10 (Epoch 10)acc (%): 94.83
|
| 72 |
+
2024-05-30 09:45:49,827 - INFO -
|
| 73 |
+
Epoch 11
|
| 74 |
+
2024-05-30 09:46:07,705 - INFO - [40960/42490] Loss : 1.0305
|
| 75 |
+
2024-05-30 09:46:07,895 - INFO - Test loss : 0.3499
|
| 76 |
+
2024-05-30 09:46:07,896 - INFO -
|
| 77 |
+
Epoch 12
|
| 78 |
+
2024-05-30 09:46:25,372 - INFO - [40960/42490] Loss : 1.0125
|
| 79 |
+
2024-05-30 09:46:25,574 - INFO - Test loss : 0.3417
|
| 80 |
+
2024-05-30 09:46:25,574 - INFO -
|
| 81 |
+
Epoch 13
|
| 82 |
+
2024-05-30 09:46:43,809 - INFO - [40960/42490] Loss : 0.9936
|
| 83 |
+
2024-05-30 09:46:44,284 - INFO - Test loss : 0.3309
|
| 84 |
+
2024-05-30 09:46:44,284 - INFO -
|
| 85 |
+
Epoch 14
|
| 86 |
+
2024-05-30 09:47:02,529 - INFO - [40960/42490] Loss : 0.9753
|
| 87 |
+
2024-05-30 09:47:03,007 - INFO - Test loss : 0.3134
|
| 88 |
+
2024-05-30 09:47:03,007 - INFO -
|
| 89 |
+
Epoch 15
|
| 90 |
+
2024-05-30 09:47:20,017 - INFO - [40960/42490] Loss : 0.9585
|
| 91 |
+
2024-05-30 09:47:20,355 - INFO - Test loss : 0.3124
|
| 92 |
+
2024-05-30 09:47:20,355 - INFO -
|
| 93 |
+
Epoch 16
|
| 94 |
+
2024-05-30 09:47:40,212 - INFO - [40960/42490] Loss : 0.9439
|
| 95 |
+
2024-05-30 09:47:40,685 - INFO - Test loss : 0.3107
|
| 96 |
+
2024-05-30 09:47:40,686 - INFO -
|
| 97 |
+
Epoch 17
|
| 98 |
+
2024-05-30 09:47:58,614 - INFO - [40960/42490] Loss : 0.9379
|
| 99 |
+
2024-05-30 09:47:59,092 - INFO - Test loss : 0.3093
|
| 100 |
+
2024-05-30 09:47:59,092 - INFO -
|
| 101 |
+
Epoch 18
|
| 102 |
+
2024-05-30 09:48:17,414 - INFO - [40960/42490] Loss : 0.9286
|
| 103 |
+
2024-05-30 09:48:17,892 - INFO - Test loss : 0.3141
|
| 104 |
+
2024-05-30 09:48:17,892 - INFO -
|
| 105 |
+
Epoch 19
|
| 106 |
+
2024-05-30 09:48:35,428 - INFO - [40960/42490] Loss : 0.9239
|
| 107 |
+
2024-05-30 09:48:35,905 - INFO - Test loss : 0.3016
|
| 108 |
+
2024-05-30 09:48:35,905 - INFO -
|
| 109 |
+
Epoch 20
|
| 110 |
+
2024-05-30 09:48:52,905 - INFO - [40960/42490] Loss : 0.9147
|
| 111 |
+
2024-05-30 09:48:53,304 - INFO - Test loss : 0.3105
|
| 112 |
+
2024-05-30 09:48:53,309 - INFO - (980,)
|
| 113 |
+
2024-05-30 09:48:53,345 - INFO - Split ID: 0
|
| 114 |
+
2024-05-30 09:48:53,345 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.35
|
| 115 |
+
2024-05-30 09:48:53,346 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 7.04
|
| 116 |
+
2024-05-30 09:48:53,346 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 11.33
|
| 117 |
+
2024-05-30 09:48:53,346 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 20.1
|
| 118 |
+
2024-05-30 09:48:53,346 - INFO -
|
| 119 |
+
No prior
|
| 120 |
+
2024-05-30 09:48:53,347 - INFO - (2262,)
|
| 121 |
+
2024-05-30 09:48:53,396 - INFO - Split ID: 0
|
| 122 |
+
2024-05-30 09:48:53,397 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 123 |
+
2024-05-30 09:48:53,397 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 124 |
+
2024-05-30 09:48:53,397 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 125 |
+
2024-05-30 09:48:53,397 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 126 |
+
2024-05-30 09:48:55,350 - INFO - Split ID: 0
|
| 127 |
+
2024-05-30 09:48:55,350 - INFO - Top 1 (Epoch 20)acc (%): 77.37
|
| 128 |
+
2024-05-30 09:48:55,351 - INFO - Top 3 (Epoch 20)acc (%): 90.27
|
| 129 |
+
2024-05-30 09:48:55,351 - INFO - Top 5 (Epoch 20)acc (%): 92.88
|
| 130 |
+
2024-05-30 09:48:55,351 - INFO - Top 10 (Epoch 20)acc (%): 95.31
|
| 131 |
+
2024-05-30 09:48:55,351 - INFO -
|
| 132 |
+
Epoch 21
|
| 133 |
+
2024-05-30 09:49:12,450 - INFO - [40960/42490] Loss : 0.9106
|
| 134 |
+
2024-05-30 09:49:12,939 - INFO - Test loss : 0.3063
|
| 135 |
+
2024-05-30 09:49:12,939 - INFO -
|
| 136 |
+
Epoch 22
|
| 137 |
+
2024-05-30 09:49:32,250 - INFO - [40960/42490] Loss : 0.9059
|
| 138 |
+
2024-05-30 09:49:32,392 - INFO - Test loss : 0.3114
|
| 139 |
+
2024-05-30 09:49:32,392 - INFO -
|
| 140 |
+
Epoch 23
|
| 141 |
+
2024-05-30 09:49:50,686 - INFO - [40960/42490] Loss : 0.9013
|
| 142 |
+
2024-05-30 09:49:50,879 - INFO - Test loss : 0.2955
|
| 143 |
+
2024-05-30 09:49:50,879 - INFO -
|
| 144 |
+
Epoch 24
|
| 145 |
+
2024-05-30 09:50:07,763 - INFO - [40960/42490] Loss : 0.8951
|
| 146 |
+
2024-05-30 09:50:08,079 - INFO - Test loss : 0.3268
|
| 147 |
+
2024-05-30 09:50:08,079 - INFO -
|
| 148 |
+
Epoch 25
|
| 149 |
+
2024-05-30 09:50:24,550 - INFO - [40960/42490] Loss : 0.8914
|
| 150 |
+
2024-05-30 09:50:25,025 - INFO - Test loss : 0.3002
|
| 151 |
+
2024-05-30 09:50:25,025 - INFO -
|
| 152 |
+
Epoch 26
|
| 153 |
+
2024-05-30 09:50:41,425 - INFO - [40960/42490] Loss : 0.8880
|
| 154 |
+
2024-05-30 09:50:41,894 - INFO - Test loss : 0.2971
|
| 155 |
+
2024-05-30 09:50:41,894 - INFO -
|
| 156 |
+
Epoch 27
|
| 157 |
+
2024-05-30 09:51:00,470 - INFO - [40960/42490] Loss : 0.8820
|
| 158 |
+
2024-05-30 09:51:00,947 - INFO - Test loss : 0.3045
|
| 159 |
+
2024-05-30 09:51:00,948 - INFO -
|
| 160 |
+
Epoch 28
|
| 161 |
+
2024-05-30 09:51:18,600 - INFO - [40960/42490] Loss : 0.8789
|
| 162 |
+
2024-05-30 09:51:19,078 - INFO - Test loss : 0.3029
|
| 163 |
+
2024-05-30 09:51:19,078 - INFO -
|
| 164 |
+
Epoch 29
|
| 165 |
+
2024-05-30 09:51:37,453 - INFO - [40960/42490] Loss : 0.8772
|
| 166 |
+
2024-05-30 09:51:37,931 - INFO - Test loss : 0.3032
|
| 167 |
+
2024-05-30 09:51:37,931 - INFO -
|
| 168 |
+
Epoch 30
|
| 169 |
+
2024-05-30 09:51:57,017 - INFO - [40960/42490] Loss : 0.8728
|
| 170 |
+
2024-05-30 09:51:57,491 - INFO - Test loss : 0.3011
|
| 171 |
+
2024-05-30 09:51:57,497 - INFO - (980,)
|
| 172 |
+
2024-05-30 09:51:57,531 - INFO - Split ID: 0
|
| 173 |
+
2024-05-30 09:51:57,532 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 3.57
|
| 174 |
+
2024-05-30 09:51:57,532 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 8.57
|
| 175 |
+
2024-05-30 09:51:57,532 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 12.86
|
| 176 |
+
2024-05-30 09:51:57,532 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 21.84
|
| 177 |
+
2024-05-30 09:51:57,532 - INFO -
|
| 178 |
+
No prior
|
| 179 |
+
2024-05-30 09:51:57,533 - INFO - (2262,)
|
| 180 |
+
2024-05-30 09:51:57,583 - INFO - Split ID: 0
|
| 181 |
+
2024-05-30 09:51:57,583 - INFO - Top 1 (Epoch 30)acc (%): 70.07
|
| 182 |
+
2024-05-30 09:51:57,583 - INFO - Top 3 (Epoch 30)acc (%): 86.6
|
| 183 |
+
2024-05-30 09:51:57,583 - INFO - Top 5 (Epoch 30)acc (%): 90.05
|
| 184 |
+
2024-05-30 09:51:57,583 - INFO - Top 10 (Epoch 30)acc (%): 92.88
|
| 185 |
+
2024-05-30 09:51:59,584 - INFO - Split ID: 0
|
| 186 |
+
2024-05-30 09:51:59,585 - INFO - Top 1 (Epoch 30)acc (%): 77.81
|
| 187 |
+
2024-05-30 09:51:59,585 - INFO - Top 3 (Epoch 30)acc (%): 90.72
|
| 188 |
+
2024-05-30 09:51:59,585 - INFO - Top 5 (Epoch 30)acc (%): 92.79
|
| 189 |
+
2024-05-30 09:51:59,585 - INFO - Top 10 (Epoch 30)acc (%): 95.49
|
| 190 |
+
2024-05-30 09:51:59,585 - INFO -
|
| 191 |
+
Epoch 31
|
| 192 |
+
2024-05-30 09:52:17,309 - INFO - [40960/42490] Loss : 0.8724
|
| 193 |
+
2024-05-30 09:52:17,750 - INFO - Test loss : 0.2902
|
| 194 |
+
2024-05-30 09:52:17,750 - INFO -
|
| 195 |
+
Epoch 32
|
| 196 |
+
2024-05-30 09:52:36,071 - INFO - [40960/42490] Loss : 0.8702
|
| 197 |
+
2024-05-30 09:52:36,548 - INFO - Test loss : 0.3013
|
| 198 |
+
2024-05-30 09:52:36,548 - INFO -
|
| 199 |
+
Epoch 33
|
| 200 |
+
2024-05-30 09:52:54,503 - INFO - [40960/42490] Loss : 0.8663
|
| 201 |
+
2024-05-30 09:52:54,981 - INFO - Test loss : 0.3036
|
| 202 |
+
2024-05-30 09:52:54,981 - INFO -
|
| 203 |
+
Epoch 34
|
| 204 |
+
2024-05-30 09:53:12,352 - INFO - [40960/42490] Loss : 0.8638
|
| 205 |
+
2024-05-30 09:53:12,823 - INFO - Test loss : 0.2981
|
| 206 |
+
2024-05-30 09:53:12,823 - INFO -
|
| 207 |
+
Epoch 35
|
| 208 |
+
2024-05-30 09:53:30,635 - INFO - [40960/42490] Loss : 0.8611
|
| 209 |
+
2024-05-30 09:53:31,076 - INFO - Test loss : 0.3036
|
| 210 |
+
2024-05-30 09:53:31,076 - INFO -
|
| 211 |
+
Epoch 36
|
| 212 |
+
2024-05-30 09:53:48,147 - INFO - [40960/42490] Loss : 0.8600
|
| 213 |
+
2024-05-30 09:53:48,619 - INFO - Test loss : 0.2970
|
| 214 |
+
2024-05-30 09:53:48,619 - INFO -
|
| 215 |
+
Epoch 37
|
| 216 |
+
2024-05-30 09:54:06,467 - INFO - [40960/42490] Loss : 0.8580
|
| 217 |
+
2024-05-30 09:54:06,953 - INFO - Test loss : 0.2944
|
| 218 |
+
2024-05-30 09:54:06,953 - INFO -
|
| 219 |
+
Epoch 38
|
| 220 |
+
2024-05-30 09:54:25,910 - INFO - [40960/42490] Loss : 0.8578
|
| 221 |
+
2024-05-30 09:54:26,386 - INFO - Test loss : 0.3065
|
| 222 |
+
2024-05-30 09:54:26,387 - INFO -
|
| 223 |
+
Epoch 39
|
| 224 |
+
2024-05-30 09:54:42,584 - INFO - [40960/42490] Loss : 0.8558
|
| 225 |
+
2024-05-30 09:54:42,914 - INFO - Test loss : 0.3093
|
| 226 |
+
2024-05-30 09:54:42,914 - INFO -
|
| 227 |
+
Epoch 40
|
| 228 |
+
2024-05-30 09:55:00,185 - INFO - [40960/42490] Loss : 0.8527
|
| 229 |
+
2024-05-30 09:55:00,439 - INFO - Test loss : 0.3010
|
| 230 |
+
2024-05-30 09:55:00,443 - INFO - (980,)
|
| 231 |
+
2024-05-30 09:55:00,478 - INFO - Split ID: 0
|
| 232 |
+
2024-05-30 09:55:00,479 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 3.57
|
| 233 |
+
2024-05-30 09:55:00,479 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 9.49
|
| 234 |
+
2024-05-30 09:55:00,479 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 13.98
|
| 235 |
+
2024-05-30 09:55:00,479 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 21.22
|
| 236 |
+
2024-05-30 09:55:00,480 - INFO -
|
| 237 |
+
No prior
|
| 238 |
+
2024-05-30 09:55:00,481 - INFO - (2262,)
|
| 239 |
+
2024-05-30 09:55:00,531 - INFO - Split ID: 0
|
| 240 |
+
2024-05-30 09:55:00,531 - INFO - Top 1 (Epoch 40)acc (%): 70.07
|
| 241 |
+
2024-05-30 09:55:00,531 - INFO - Top 3 (Epoch 40)acc (%): 86.6
|
| 242 |
+
2024-05-30 09:55:00,531 - INFO - Top 5 (Epoch 40)acc (%): 90.05
|
| 243 |
+
2024-05-30 09:55:00,531 - INFO - Top 10 (Epoch 40)acc (%): 92.88
|
| 244 |
+
2024-05-30 09:55:02,497 - INFO - Split ID: 0
|
| 245 |
+
2024-05-30 09:55:02,498 - INFO - Top 1 (Epoch 40)acc (%): 78.12
|
| 246 |
+
2024-05-30 09:55:02,498 - INFO - Top 3 (Epoch 40)acc (%): 90.72
|
| 247 |
+
2024-05-30 09:55:02,498 - INFO - Top 5 (Epoch 40)acc (%): 92.97
|
| 248 |
+
2024-05-30 09:55:02,498 - INFO - Top 10 (Epoch 40)acc (%): 95.53
|
| 249 |
+
2024-05-30 09:55:02,498 - INFO -
|
| 250 |
+
Epoch 41
|
| 251 |
+
2024-05-30 09:55:20,592 - INFO - [40960/42490] Loss : 0.8504
|
| 252 |
+
2024-05-30 09:55:20,648 - INFO - Test loss : 0.2932
|
| 253 |
+
2024-05-30 09:55:20,648 - INFO -
|
| 254 |
+
Epoch 42
|
| 255 |
+
2024-05-30 09:55:38,785 - INFO - [40960/42490] Loss : 0.8517
|
| 256 |
+
2024-05-30 09:55:39,264 - INFO - Test loss : 0.3010
|
| 257 |
+
2024-05-30 09:55:39,264 - INFO -
|
| 258 |
+
Epoch 43
|
| 259 |
+
2024-05-30 09:55:55,604 - INFO - [40960/42490] Loss : 0.8474
|
| 260 |
+
2024-05-30 09:55:56,073 - INFO - Test loss : 0.3009
|
| 261 |
+
2024-05-30 09:55:56,073 - INFO -
|
| 262 |
+
Epoch 44
|
| 263 |
+
2024-05-30 09:56:13,847 - INFO - [40960/42490] Loss : 0.8485
|
| 264 |
+
2024-05-30 09:56:14,324 - INFO - Test loss : 0.3058
|
| 265 |
+
2024-05-30 09:56:14,324 - INFO -
|
| 266 |
+
Epoch 45
|
| 267 |
+
2024-05-30 09:56:32,533 - INFO - [40960/42490] Loss : 0.8459
|
| 268 |
+
2024-05-30 09:56:32,580 - INFO - Test loss : 0.2997
|
| 269 |
+
2024-05-30 09:56:32,580 - INFO -
|
| 270 |
+
Epoch 46
|
| 271 |
+
2024-05-30 09:56:51,359 - INFO - [40960/42490] Loss : 0.8454
|
| 272 |
+
2024-05-30 09:56:51,406 - INFO - Test loss : 0.2869
|
| 273 |
+
2024-05-30 09:56:51,406 - INFO -
|
| 274 |
+
Epoch 47
|
| 275 |
+
2024-05-30 09:57:09,396 - INFO - [40960/42490] Loss : 0.8454
|
| 276 |
+
2024-05-30 09:57:09,780 - INFO - Test loss : 0.3131
|
| 277 |
+
2024-05-30 09:57:09,781 - INFO -
|
| 278 |
+
Epoch 48
|
| 279 |
+
2024-05-30 09:57:27,729 - INFO - [40960/42490] Loss : 0.8410
|
| 280 |
+
2024-05-30 09:57:28,201 - INFO - Test loss : 0.3061
|
| 281 |
+
2024-05-30 09:57:28,201 - INFO -
|
| 282 |
+
Epoch 49
|
| 283 |
+
2024-05-30 09:57:46,153 - INFO - [40960/42490] Loss : 0.8398
|
| 284 |
+
2024-05-30 09:57:46,514 - INFO - Test loss : 0.3052
|
| 285 |
+
2024-05-30 09:57:46,514 - INFO -
|
| 286 |
+
Epoch 50
|
| 287 |
+
2024-05-30 09:58:02,837 - INFO - [40960/42490] Loss : 0.8384
|
| 288 |
+
2024-05-30 09:58:02,916 - INFO - Test loss : 0.2970
|
| 289 |
+
2024-05-30 09:58:02,921 - INFO - (980,)
|
| 290 |
+
2024-05-30 09:58:02,956 - INFO - Split ID: 0
|
| 291 |
+
2024-05-30 09:58:02,957 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 3.67
|
| 292 |
+
2024-05-30 09:58:02,957 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 8.67
|
| 293 |
+
2024-05-30 09:58:02,957 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 12.96
|
| 294 |
+
2024-05-30 09:58:02,957 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 22.65
|
| 295 |
+
2024-05-30 09:58:02,958 - INFO -
|
| 296 |
+
No prior
|
| 297 |
+
2024-05-30 09:58:02,958 - INFO - (2262,)
|
| 298 |
+
2024-05-30 09:58:03,014 - INFO - Split ID: 0
|
| 299 |
+
2024-05-30 09:58:03,015 - INFO - Top 1 (Epoch 50)acc (%): 70.07
|
| 300 |
+
2024-05-30 09:58:03,015 - INFO - Top 3 (Epoch 50)acc (%): 86.6
|
| 301 |
+
2024-05-30 09:58:03,015 - INFO - Top 5 (Epoch 50)acc (%): 90.05
|
| 302 |
+
2024-05-30 09:58:03,015 - INFO - Top 10 (Epoch 50)acc (%): 92.88
|
| 303 |
+
2024-05-30 09:58:05,021 - INFO - Split ID: 0
|
| 304 |
+
2024-05-30 09:58:05,021 - INFO - Top 1 (Epoch 50)acc (%): 78.16
|
| 305 |
+
2024-05-30 09:58:05,021 - INFO - Top 3 (Epoch 50)acc (%): 90.67
|
| 306 |
+
2024-05-30 09:58:05,021 - INFO - Top 5 (Epoch 50)acc (%): 93.02
|
| 307 |
+
2024-05-30 09:58:05,021 - INFO - Top 10 (Epoch 50)acc (%): 95.62
|
| 308 |
+
2024-05-30 09:58:05,021 - INFO -
|
| 309 |
+
Epoch 51
|
| 310 |
+
2024-05-30 09:58:21,539 - INFO - [40960/42490] Loss : 0.8375
|
| 311 |
+
2024-05-30 09:58:22,012 - INFO - Test loss : 0.3068
|
| 312 |
+
2024-05-30 09:58:22,012 - INFO -
|
| 313 |
+
Epoch 52
|
| 314 |
+
2024-05-30 09:58:39,122 - INFO - [40960/42490] Loss : 0.8384
|
| 315 |
+
2024-05-30 09:58:39,599 - INFO - Test loss : 0.3121
|
| 316 |
+
2024-05-30 09:58:39,600 - INFO -
|
| 317 |
+
Epoch 53
|
| 318 |
+
2024-05-30 09:58:58,738 - INFO - [40960/42490] Loss : 0.8346
|
| 319 |
+
2024-05-30 09:58:59,210 - INFO - Test loss : 0.3078
|
| 320 |
+
2024-05-30 09:58:59,210 - INFO -
|
| 321 |
+
Epoch 54
|
| 322 |
+
2024-05-30 09:59:14,393 - INFO - [40960/42490] Loss : 0.8339
|
| 323 |
+
2024-05-30 09:59:14,450 - INFO - Test loss : 0.3099
|
| 324 |
+
2024-05-30 09:59:14,450 - INFO -
|
| 325 |
+
Epoch 55
|
| 326 |
+
2024-05-30 09:59:16,910 - INFO - [40960/42490] Loss : 0.8343
|
| 327 |
+
2024-05-30 09:59:16,957 - INFO - Test loss : 0.3074
|
| 328 |
+
2024-05-30 09:59:16,957 - INFO -
|
| 329 |
+
Epoch 56
|
| 330 |
+
2024-05-30 09:59:19,377 - INFO - [40960/42490] Loss : 0.8322
|
| 331 |
+
2024-05-30 09:59:19,424 - INFO - Test loss : 0.3154
|
| 332 |
+
2024-05-30 09:59:19,424 - INFO -
|
| 333 |
+
Epoch 57
|
| 334 |
+
2024-05-30 09:59:21,849 - INFO - [40960/42490] Loss : 0.8314
|
| 335 |
+
2024-05-30 09:59:21,896 - INFO - Test loss : 0.3169
|
| 336 |
+
2024-05-30 09:59:21,896 - INFO -
|
| 337 |
+
Epoch 58
|
| 338 |
+
2024-05-30 09:59:24,321 - INFO - [40960/42490] Loss : 0.8314
|
| 339 |
+
2024-05-30 09:59:24,368 - INFO - Test loss : 0.3139
|
| 340 |
+
2024-05-30 09:59:24,368 - INFO -
|
| 341 |
+
Epoch 59
|
| 342 |
+
2024-05-30 09:59:26,789 - INFO - [40960/42490] Loss : 0.8287
|
| 343 |
+
2024-05-30 09:59:26,836 - INFO - Test loss : 0.3154
|
| 344 |
+
2024-05-30 09:59:26,836 - INFO -
|
| 345 |
+
Epoch 60
|
| 346 |
+
2024-05-30 09:59:29,267 - INFO - [40960/42490] Loss : 0.8283
|
| 347 |
+
2024-05-30 09:59:29,315 - INFO - Test loss : 0.3184
|
| 348 |
+
2024-05-30 09:59:29,320 - INFO - (980,)
|
| 349 |
+
2024-05-30 09:59:29,356 - INFO - Split ID: 0
|
| 350 |
+
2024-05-30 09:59:29,356 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 4.49
|
| 351 |
+
2024-05-30 09:59:29,357 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 9.69
|
| 352 |
+
2024-05-30 09:59:29,357 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 14.39
|
| 353 |
+
2024-05-30 09:59:29,357 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 21.22
|
| 354 |
+
2024-05-30 09:59:29,357 - INFO -
|
| 355 |
+
No prior
|
| 356 |
+
2024-05-30 09:59:29,358 - INFO - (2262,)
|
| 357 |
+
2024-05-30 09:59:29,409 - INFO - Split ID: 0
|
| 358 |
+
2024-05-30 09:59:29,409 - INFO - Top 1 (Epoch 60)acc (%): 70.07
|
| 359 |
+
2024-05-30 09:59:29,409 - INFO - Top 3 (Epoch 60)acc (%): 86.6
|
| 360 |
+
2024-05-30 09:59:29,409 - INFO - Top 5 (Epoch 60)acc (%): 90.05
|
| 361 |
+
2024-05-30 09:59:29,409 - INFO - Top 10 (Epoch 60)acc (%): 92.88
|
| 362 |
+
2024-05-30 09:59:30,758 - INFO - Split ID: 0
|
| 363 |
+
2024-05-30 09:59:30,758 - INFO - Top 1 (Epoch 60)acc (%): 78.34
|
| 364 |
+
2024-05-30 09:59:30,758 - INFO - Top 3 (Epoch 60)acc (%): 90.94
|
| 365 |
+
2024-05-30 09:59:30,758 - INFO - Top 5 (Epoch 60)acc (%): 92.88
|
| 366 |
+
2024-05-30 09:59:30,758 - INFO - Top 10 (Epoch 60)acc (%): 95.58
|
| 367 |
+
2024-05-30 09:59:30,758 - INFO -
|
| 368 |
+
Epoch 61
|
| 369 |
+
2024-05-30 09:59:33,186 - INFO - [40960/42490] Loss : 0.8295
|
| 370 |
+
2024-05-30 09:59:33,233 - INFO - Test loss : 0.3185
|
| 371 |
+
2024-05-30 09:59:33,233 - INFO -
|
| 372 |
+
Epoch 62
|
| 373 |
+
2024-05-30 09:59:35,670 - INFO - [40960/42490] Loss : 0.8273
|
| 374 |
+
2024-05-30 09:59:35,717 - INFO - Test loss : 0.3107
|
| 375 |
+
2024-05-30 09:59:35,717 - INFO -
|
| 376 |
+
Epoch 63
|
| 377 |
+
2024-05-30 09:59:38,146 - INFO - [40960/42490] Loss : 0.8255
|
| 378 |
+
2024-05-30 09:59:38,193 - INFO - Test loss : 0.3066
|
| 379 |
+
2024-05-30 09:59:38,193 - INFO -
|
| 380 |
+
Epoch 64
|
| 381 |
+
2024-05-30 09:59:40,647 - INFO - [40960/42490] Loss : 0.8262
|
| 382 |
+
2024-05-30 09:59:40,694 - INFO - Test loss : 0.3071
|
| 383 |
+
2024-05-30 09:59:40,695 - INFO -
|
| 384 |
+
Epoch 65
|
| 385 |
+
2024-05-30 09:59:43,167 - INFO - [40960/42490] Loss : 0.8233
|
| 386 |
+
2024-05-30 09:59:43,215 - INFO - Test loss : 0.3104
|
| 387 |
+
2024-05-30 09:59:43,215 - INFO -
|
| 388 |
+
Epoch 66
|
| 389 |
+
2024-05-30 09:59:45,679 - INFO - [40960/42490] Loss : 0.8250
|
| 390 |
+
2024-05-30 09:59:45,727 - INFO - Test loss : 0.3081
|
| 391 |
+
2024-05-30 09:59:45,727 - INFO -
|
| 392 |
+
Epoch 67
|
| 393 |
+
2024-05-30 09:59:48,204 - INFO - [40960/42490] Loss : 0.8219
|
| 394 |
+
2024-05-30 09:59:48,251 - INFO - Test loss : 0.3194
|
| 395 |
+
2024-05-30 09:59:48,252 - INFO -
|
| 396 |
+
Epoch 68
|
| 397 |
+
2024-05-30 09:59:50,712 - INFO - [40960/42490] Loss : 0.8226
|
| 398 |
+
2024-05-30 09:59:50,761 - INFO - Test loss : 0.2966
|
| 399 |
+
2024-05-30 09:59:50,761 - INFO -
|
| 400 |
+
Epoch 69
|
| 401 |
+
2024-05-30 09:59:53,229 - INFO - [40960/42490] Loss : 0.8219
|
| 402 |
+
2024-05-30 09:59:53,276 - INFO - Test loss : 0.3077
|
| 403 |
+
2024-05-30 09:59:53,276 - INFO -
|
| 404 |
+
Epoch 70
|
| 405 |
+
2024-05-30 09:59:55,759 - INFO - [40960/42490] Loss : 0.8214
|
| 406 |
+
2024-05-30 09:59:55,806 - INFO - Test loss : 0.3064
|
| 407 |
+
2024-05-30 09:59:55,810 - INFO - (980,)
|
| 408 |
+
2024-05-30 09:59:55,846 - INFO - Split ID: 0
|
| 409 |
+
2024-05-30 09:59:55,847 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 3.88
|
| 410 |
+
2024-05-30 09:59:55,847 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 9.8
|
| 411 |
+
2024-05-30 09:59:55,847 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 13.88
|
| 412 |
+
2024-05-30 09:59:55,847 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 21.33
|
| 413 |
+
2024-05-30 09:59:55,847 - INFO -
|
| 414 |
+
No prior
|
| 415 |
+
2024-05-30 09:59:55,848 - INFO - (2262,)
|
| 416 |
+
2024-05-30 09:59:55,898 - INFO - Split ID: 0
|
| 417 |
+
2024-05-30 09:59:55,898 - INFO - Top 1 (Epoch 70)acc (%): 70.07
|
| 418 |
+
2024-05-30 09:59:55,898 - INFO - Top 3 (Epoch 70)acc (%): 86.6
|
| 419 |
+
2024-05-30 09:59:55,898 - INFO - Top 5 (Epoch 70)acc (%): 90.05
|
| 420 |
+
2024-05-30 09:59:55,898 - INFO - Top 10 (Epoch 70)acc (%): 92.88
|
| 421 |
+
2024-05-30 09:59:57,253 - INFO - Split ID: 0
|
| 422 |
+
2024-05-30 09:59:57,253 - INFO - Top 1 (Epoch 70)acc (%): 78.51
|
| 423 |
+
2024-05-30 09:59:57,253 - INFO - Top 3 (Epoch 70)acc (%): 90.89
|
| 424 |
+
2024-05-30 09:59:57,253 - INFO - Top 5 (Epoch 70)acc (%): 92.97
|
| 425 |
+
2024-05-30 09:59:57,253 - INFO - Top 10 (Epoch 70)acc (%): 95.58
|
| 426 |
+
2024-05-30 09:59:57,253 - INFO -
|
| 427 |
+
Epoch 71
|
| 428 |
+
2024-05-30 09:59:59,683 - INFO - [40960/42490] Loss : 0.8186
|
| 429 |
+
2024-05-30 09:59:59,730 - INFO - Test loss : 0.3178
|
| 430 |
+
2024-05-30 09:59:59,731 - INFO -
|
| 431 |
+
Epoch 72
|
| 432 |
+
2024-05-30 10:00:02,213 - INFO - [40960/42490] Loss : 0.8191
|
| 433 |
+
2024-05-30 10:00:02,260 - INFO - Test loss : 0.2958
|
| 434 |
+
2024-05-30 10:00:02,260 - INFO -
|
| 435 |
+
Epoch 73
|
| 436 |
+
2024-05-30 10:00:04,688 - INFO - [40960/42490] Loss : 0.8191
|
| 437 |
+
2024-05-30 10:00:04,736 - INFO - Test loss : 0.3110
|
| 438 |
+
2024-05-30 10:00:04,736 - INFO -
|
| 439 |
+
Epoch 74
|
| 440 |
+
2024-05-30 10:00:07,172 - INFO - [40960/42490] Loss : 0.8186
|
| 441 |
+
2024-05-30 10:00:07,219 - INFO - Test loss : 0.3149
|
| 442 |
+
2024-05-30 10:00:07,219 - INFO -
|
| 443 |
+
Epoch 75
|
| 444 |
+
2024-05-30 10:00:09,694 - INFO - [40960/42490] Loss : 0.8171
|
| 445 |
+
2024-05-30 10:00:09,741 - INFO - Test loss : 0.3120
|
| 446 |
+
2024-05-30 10:00:09,741 - INFO -
|
| 447 |
+
Epoch 76
|
| 448 |
+
2024-05-30 10:00:12,192 - INFO - [40960/42490] Loss : 0.8171
|
| 449 |
+
2024-05-30 10:00:12,239 - INFO - Test loss : 0.3063
|
| 450 |
+
2024-05-30 10:00:12,239 - INFO -
|
| 451 |
+
Epoch 77
|
| 452 |
+
2024-05-30 10:00:14,669 - INFO - [40960/42490] Loss : 0.8176
|
| 453 |
+
2024-05-30 10:00:14,716 - INFO - Test loss : 0.3075
|
| 454 |
+
2024-05-30 10:00:14,716 - INFO -
|
| 455 |
+
Epoch 78
|
| 456 |
+
2024-05-30 10:00:17,161 - INFO - [40960/42490] Loss : 0.8151
|
| 457 |
+
2024-05-30 10:00:17,208 - INFO - Test loss : 0.3074
|
| 458 |
+
2024-05-30 10:00:17,208 - INFO -
|
| 459 |
+
Epoch 79
|
| 460 |
+
2024-05-30 10:00:19,637 - INFO - [40960/42490] Loss : 0.8151
|
| 461 |
+
2024-05-30 10:00:19,694 - INFO - Test loss : 0.3223
|
| 462 |
+
2024-05-30 10:00:19,694 - INFO -
|
| 463 |
+
Epoch 80
|
| 464 |
+
2024-05-30 10:00:25,369 - INFO - [40960/42490] Loss : 0.8151
|
| 465 |
+
2024-05-30 10:00:25,560 - INFO - Test loss : 0.3187
|
| 466 |
+
2024-05-30 10:00:25,565 - INFO - (980,)
|
| 467 |
+
2024-05-30 10:00:25,601 - INFO - Split ID: 0
|
| 468 |
+
2024-05-30 10:00:25,601 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 4.29
|
| 469 |
+
2024-05-30 10:00:25,602 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 9.69
|
| 470 |
+
2024-05-30 10:00:25,602 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 13.67
|
| 471 |
+
2024-05-30 10:00:25,602 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 21.94
|
| 472 |
+
2024-05-30 10:00:25,602 - INFO -
|
| 473 |
+
No prior
|
| 474 |
+
2024-05-30 10:00:25,603 - INFO - (2262,)
|
| 475 |
+
2024-05-30 10:00:25,653 - INFO - Split ID: 0
|
| 476 |
+
2024-05-30 10:00:25,653 - INFO - Top 1 (Epoch 80)acc (%): 70.07
|
| 477 |
+
2024-05-30 10:00:25,653 - INFO - Top 3 (Epoch 80)acc (%): 86.6
|
| 478 |
+
2024-05-30 10:00:25,653 - INFO - Top 5 (Epoch 80)acc (%): 90.05
|
| 479 |
+
2024-05-30 10:00:25,654 - INFO - Top 10 (Epoch 80)acc (%): 92.88
|
| 480 |
+
2024-05-30 10:00:27,710 - INFO - Split ID: 0
|
| 481 |
+
2024-05-30 10:00:27,710 - INFO - Top 1 (Epoch 80)acc (%): 78.69
|
| 482 |
+
2024-05-30 10:00:27,710 - INFO - Top 3 (Epoch 80)acc (%): 90.98
|
| 483 |
+
2024-05-30 10:00:27,710 - INFO - Top 5 (Epoch 80)acc (%): 93.1
|
| 484 |
+
2024-05-30 10:00:27,710 - INFO - Top 10 (Epoch 80)acc (%): 95.62
|
| 485 |
+
2024-05-30 10:00:27,710 - INFO -
|
| 486 |
+
Epoch 81
|
| 487 |
+
2024-05-30 10:00:36,224 - INFO - [40960/42490] Loss : 0.8143
|
| 488 |
+
2024-05-30 10:00:36,406 - INFO - Test loss : 0.3151
|
| 489 |
+
2024-05-30 10:00:36,406 - INFO -
|
| 490 |
+
Epoch 82
|
| 491 |
+
2024-05-30 10:00:44,937 - INFO - [40960/42490] Loss : 0.8136
|
| 492 |
+
2024-05-30 10:00:45,126 - INFO - Test loss : 0.3277
|
| 493 |
+
2024-05-30 10:00:45,126 - INFO -
|
| 494 |
+
Epoch 83
|
| 495 |
+
2024-05-30 10:00:53,695 - INFO - [40960/42490] Loss : 0.8156
|
| 496 |
+
2024-05-30 10:00:53,890 - INFO - Test loss : 0.3103
|
| 497 |
+
2024-05-30 10:00:53,890 - INFO -
|
| 498 |
+
Epoch 84
|
| 499 |
+
2024-05-30 10:01:02,456 - INFO - [40960/42490] Loss : 0.8136
|
| 500 |
+
2024-05-30 10:01:02,645 - INFO - Test loss : 0.3187
|
| 501 |
+
2024-05-30 10:01:02,645 - INFO -
|
| 502 |
+
Epoch 85
|
| 503 |
+
2024-05-30 10:01:11,222 - INFO - [40960/42490] Loss : 0.8113
|
| 504 |
+
2024-05-30 10:01:11,414 - INFO - Test loss : 0.3206
|
| 505 |
+
2024-05-30 10:01:11,414 - INFO -
|
| 506 |
+
Epoch 86
|
| 507 |
+
2024-05-30 10:01:19,910 - INFO - [40960/42490] Loss : 0.8103
|
| 508 |
+
2024-05-30 10:01:20,100 - INFO - Test loss : 0.3206
|
| 509 |
+
2024-05-30 10:01:20,100 - INFO -
|
| 510 |
+
Epoch 87
|
| 511 |
+
2024-05-30 10:01:28,661 - INFO - [40960/42490] Loss : 0.8101
|
| 512 |
+
2024-05-30 10:01:28,854 - INFO - Test loss : 0.3204
|
| 513 |
+
2024-05-30 10:01:28,854 - INFO -
|
| 514 |
+
Epoch 88
|
| 515 |
+
2024-05-30 10:01:41,386 - INFO - [40960/42490] Loss : 0.8098
|
| 516 |
+
2024-05-30 10:01:41,855 - INFO - Test loss : 0.3255
|
| 517 |
+
2024-05-30 10:01:41,855 - INFO -
|
| 518 |
+
Epoch 89
|
| 519 |
+
2024-05-30 10:01:59,205 - INFO - [40960/42490] Loss : 0.8080
|
| 520 |
+
2024-05-30 10:01:59,678 - INFO - Test loss : 0.3189
|
| 521 |
+
2024-05-30 10:01:59,678 - INFO -
|
| 522 |
+
Epoch 90
|
| 523 |
+
2024-05-30 10:02:17,423 - INFO - [40960/42490] Loss : 0.8091
|
| 524 |
+
2024-05-30 10:02:17,902 - INFO - Test loss : 0.3236
|
| 525 |
+
2024-05-30 10:02:17,909 - INFO - (980,)
|
| 526 |
+
2024-05-30 10:02:17,946 - INFO - Split ID: 0
|
| 527 |
+
2024-05-30 10:02:17,946 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 3.67
|
| 528 |
+
2024-05-30 10:02:17,946 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 8.78
|
| 529 |
+
2024-05-30 10:02:17,947 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 12.55
|
| 530 |
+
2024-05-30 10:02:17,947 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 19.9
|
| 531 |
+
2024-05-30 10:02:17,947 - INFO -
|
| 532 |
+
No prior
|
| 533 |
+
2024-05-30 10:02:17,948 - INFO - (2262,)
|
| 534 |
+
2024-05-30 10:02:17,999 - INFO - Split ID: 0
|
| 535 |
+
2024-05-30 10:02:17,999 - INFO - Top 1 (Epoch 90)acc (%): 70.07
|
| 536 |
+
2024-05-30 10:02:17,999 - INFO - Top 3 (Epoch 90)acc (%): 86.6
|
| 537 |
+
2024-05-30 10:02:18,000 - INFO - Top 5 (Epoch 90)acc (%): 90.05
|
| 538 |
+
2024-05-30 10:02:18,000 - INFO - Top 10 (Epoch 90)acc (%): 92.88
|
| 539 |
+
2024-05-30 10:02:19,951 - INFO - Split ID: 0
|
| 540 |
+
2024-05-30 10:02:19,951 - INFO - Top 1 (Epoch 90)acc (%): 78.34
|
| 541 |
+
2024-05-30 10:02:19,952 - INFO - Top 3 (Epoch 90)acc (%): 91.03
|
| 542 |
+
2024-05-30 10:02:19,952 - INFO - Top 5 (Epoch 90)acc (%): 93.06
|
| 543 |
+
2024-05-30 10:02:19,952 - INFO - Top 10 (Epoch 90)acc (%): 95.62
|
| 544 |
+
2024-05-30 10:02:19,952 - INFO -
|
| 545 |
+
Epoch 91
|
| 546 |
+
2024-05-30 10:02:36,856 - INFO - [40960/42490] Loss : 0.8102
|
| 547 |
+
2024-05-30 10:02:37,331 - INFO - Test loss : 0.3148
|
| 548 |
+
2024-05-30 10:02:37,331 - INFO -
|
| 549 |
+
Epoch 92
|
| 550 |
+
2024-05-30 10:02:54,788 - INFO - [40960/42490] Loss : 0.8083
|
| 551 |
+
2024-05-30 10:02:55,261 - INFO - Test loss : 0.3154
|
| 552 |
+
2024-05-30 10:02:55,261 - INFO -
|
| 553 |
+
Epoch 93
|
| 554 |
+
2024-05-30 10:03:13,180 - INFO - [40960/42490] Loss : 0.8072
|
| 555 |
+
2024-05-30 10:03:13,655 - INFO - Test loss : 0.3198
|
| 556 |
+
2024-05-30 10:03:13,655 - INFO -
|
| 557 |
+
Epoch 94
|
| 558 |
+
2024-05-30 10:03:31,453 - INFO - [40960/42490] Loss : 0.8060
|
| 559 |
+
2024-05-30 10:03:31,930 - INFO - Test loss : 0.3295
|
| 560 |
+
2024-05-30 10:03:31,930 - INFO -
|
| 561 |
+
Epoch 95
|
| 562 |
+
2024-05-30 10:03:51,097 - INFO - [40960/42490] Loss : 0.8070
|
| 563 |
+
2024-05-30 10:03:51,575 - INFO - Test loss : 0.3224
|
| 564 |
+
2024-05-30 10:03:51,575 - INFO -
|
| 565 |
+
Epoch 96
|
| 566 |
+
2024-05-30 10:04:10,769 - INFO - [40960/42490] Loss : 0.8070
|
| 567 |
+
2024-05-30 10:04:11,241 - INFO - Test loss : 0.3229
|
| 568 |
+
2024-05-30 10:04:11,241 - INFO -
|
| 569 |
+
Epoch 97
|
| 570 |
+
2024-05-30 10:04:29,904 - INFO - [40960/42490] Loss : 0.8061
|
| 571 |
+
2024-05-30 10:04:30,382 - INFO - Test loss : 0.3124
|
| 572 |
+
2024-05-30 10:04:30,382 - INFO -
|
| 573 |
+
Epoch 98
|
| 574 |
+
2024-05-30 10:04:49,243 - INFO - [40960/42490] Loss : 0.8054
|
| 575 |
+
2024-05-30 10:04:49,720 - INFO - Test loss : 0.3345
|
| 576 |
+
2024-05-30 10:04:49,720 - INFO -
|
| 577 |
+
Epoch 99
|
| 578 |
+
2024-05-30 10:05:08,173 - INFO - [40960/42490] Loss : 0.8067
|
| 579 |
+
2024-05-30 10:05:08,643 - INFO - Test loss : 0.3203
|
| 580 |
+
2024-05-30 10:05:08,643 - INFO - Saving output model to ../models/sphere2vec_dfs/model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 581 |
+
2024-05-30 10:05:08,670 - INFO - Saving output model to ../models/sphere2vec_dfs/model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 582 |
+
2024-05-30 10:05:08,756 - INFO -
|
| 583 |
+
No prior
|
| 584 |
+
2024-05-30 10:05:08,757 - INFO - (2262,)
|
| 585 |
+
2024-05-30 10:05:08,809 - INFO - Split ID: 0
|
| 586 |
+
2024-05-30 10:05:08,809 - INFO - Top 1 acc (%): 70.07
|
| 587 |
+
2024-05-30 10:05:08,809 - INFO - Top 3 acc (%): 86.6
|
| 588 |
+
2024-05-30 10:05:08,809 - INFO - Top 5 acc (%): 90.05
|
| 589 |
+
2024-05-30 10:05:08,809 - INFO - Top 10 acc (%): 92.88
|
| 590 |
+
2024-05-30 10:05:10,810 - INFO - Split ID: 0
|
| 591 |
+
2024-05-30 10:05:10,810 - INFO - Top 1 acc (%): 78.69
|
| 592 |
+
2024-05-30 10:05:10,810 - INFO - Top 3 acc (%): 91.11
|
| 593 |
+
2024-05-30 10:05:10,810 - INFO - Top 5 acc (%): 93.1
|
| 594 |
+
2024-05-30 10:05:10,810 - INFO - Top 10 acc (%): 95.62
|
| 595 |
+
2024-05-30 10:05:10,810 - INFO -
|
| 596 |
+
Sphere2Vec-dfs
|
| 597 |
+
2024-05-30 10:05:10,810 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 598 |
+
2024-05-30 10:05:10,830 - INFO - (980,)
|
| 599 |
+
2024-05-30 10:05:10,863 - INFO - Split ID: 0
|
| 600 |
+
2024-05-30 10:05:10,863 - INFO - Top 1 LocEnc acc (%): 3.78
|
| 601 |
+
2024-05-30 10:05:10,863 - INFO - Top 3 LocEnc acc (%): 9.29
|
| 602 |
+
2024-05-30 10:05:10,863 - INFO - Top 5 LocEnc acc (%): 13.57
|
| 603 |
+
2024-05-30 10:05:10,863 - INFO - Top 10 LocEnc acc (%): 21.73
|
| 604 |
+
2024-05-31 03:57:08,166 - INFO -
|
| 605 |
+
num_classes 500
|
| 606 |
+
2024-05-31 03:57:08,166 - INFO - num train 42490
|
| 607 |
+
2024-05-31 03:57:08,166 - INFO - num val 980
|
| 608 |
+
2024-05-31 03:57:08,166 - INFO - train loss full_loss
|
| 609 |
+
2024-05-31 03:57:08,166 - INFO - model name ../models/sphere2vec_dfs/model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 610 |
+
2024-05-31 03:57:08,166 - INFO - num users 5763
|
| 611 |
+
2024-05-31 03:57:08,166 - INFO - meta data ebird_meta
|
| 612 |
+
2024-05-31 03:57:08,996 - INFO -
|
| 613 |
+
Only Sphere2Vec-dfs
|
| 614 |
+
2024-05-31 03:57:08,996 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 615 |
+
2024-05-31 03:57:09,011 - INFO - Saving output model to ../models/sphere2vec_dfs/model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 616 |
+
2024-05-31 03:57:09,142 - INFO - Saving output model to ../models/sphere2vec_dfs/model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 617 |
+
2024-05-31 03:57:09,270 - INFO -
|
| 618 |
+
No prior
|
| 619 |
+
2024-05-31 03:57:09,273 - INFO - (2262,)
|
| 620 |
+
2024-05-31 03:57:09,407 - INFO - Save results to ../eval_results/eval_birdsnap_ebird_meta_test_no_prior.csv
|
| 621 |
+
2024-05-31 03:57:09,407 - INFO - Split ID: 0
|
| 622 |
+
2024-05-31 03:57:09,407 - INFO - Top 1 acc (%): 70.07
|
| 623 |
+
2024-05-31 03:57:09,407 - INFO - Top 3 acc (%): 86.6
|
| 624 |
+
2024-05-31 03:57:09,407 - INFO - Top 5 acc (%): 90.05
|
| 625 |
+
2024-05-31 03:57:09,407 - INFO - Top 10 acc (%): 92.88
|
| 626 |
+
2024-05-31 03:57:11,355 - INFO - Split ID: 0
|
| 627 |
+
2024-05-31 03:57:11,355 - INFO - Top 1 hit (%): 78.69
|
| 628 |
+
2024-05-31 03:57:11,356 - INFO - Top 3 hit (%): 91.11
|
| 629 |
+
2024-05-31 03:57:11,356 - INFO - Top 5 hit (%): 93.1
|
| 630 |
+
2024-05-31 03:57:11,356 - INFO - Top 10 hit (%): 95.62
|
| 631 |
+
2024-05-31 03:57:11,356 - INFO -
|
| 632 |
+
Only Sphere2Vec-dfs
|
| 633 |
+
2024-05-31 03:57:11,356 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.1000000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 634 |
+
2024-05-31 03:57:11,406 - INFO - (980,)
|
| 635 |
+
2024-05-31 03:57:11,446 - INFO - Split ID: 0
|
| 636 |
+
2024-05-31 03:57:11,446 - INFO - Top 1 LocEnc acc (%): 3.78
|
| 637 |
+
2024-05-31 03:57:11,447 - INFO - Top 3 LocEnc acc (%): 9.29
|
| 638 |
+
2024-05-31 03:57:11,447 - INFO - Top 5 LocEnc acc (%): 13.57
|
| 639 |
+
2024-05-31 03:57:11,447 - INFO - Top 10 LocEnc acc (%): 21.73
|