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data/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.log
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| 1 |
+
2024-05-20 19:50:53,347 - INFO -
|
| 2 |
+
num_classes 500
|
| 3 |
+
2024-05-20 19:50:53,347 - INFO - num train 42490
|
| 4 |
+
2024-05-20 19:50:53,347 - INFO - num val 980
|
| 5 |
+
2024-05-20 19:50:53,347 - INFO - train loss full_loss
|
| 6 |
+
2024-05-20 19:50:53,347 - INFO - model name ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 7 |
+
2024-05-20 19:50:53,347 - INFO - num users 5763
|
| 8 |
+
2024-05-20 19:50:53,347 - INFO - meta data ebird_meta
|
| 9 |
+
2024-05-20 19:50:53,555 - INFO -
|
| 10 |
+
Epoch 0
|
| 11 |
+
2024-05-20 19:51:13,836 - INFO - [41984/42490] Loss : 1.2835
|
| 12 |
+
2024-05-20 19:51:14,306 - INFO - Test loss : 0.4673
|
| 13 |
+
2024-05-20 19:51:14,307 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-20 19:51:34,902 - INFO - [41984/42490] Loss : 0.9799
|
| 16 |
+
2024-05-20 19:51:35,266 - INFO - Test loss : 0.3792
|
| 17 |
+
2024-05-20 19:51:35,267 - INFO -
|
| 18 |
+
Epoch 2
|
| 19 |
+
2024-05-20 19:51:55,750 - INFO - [41984/42490] Loss : 0.9101
|
| 20 |
+
2024-05-20 19:51:56,219 - INFO - Test loss : 0.3868
|
| 21 |
+
2024-05-20 19:51:56,219 - INFO -
|
| 22 |
+
Epoch 3
|
| 23 |
+
2024-05-20 19:52:16,302 - INFO - [41984/42490] Loss : 0.8732
|
| 24 |
+
2024-05-20 19:52:16,771 - INFO - Test loss : 0.3792
|
| 25 |
+
2024-05-20 19:52:16,771 - INFO -
|
| 26 |
+
Epoch 4
|
| 27 |
+
2024-05-20 19:52:36,877 - INFO - [41984/42490] Loss : 0.8492
|
| 28 |
+
2024-05-20 19:52:37,347 - INFO - Test loss : 0.3506
|
| 29 |
+
2024-05-20 19:52:37,347 - INFO -
|
| 30 |
+
Epoch 5
|
| 31 |
+
2024-05-20 19:52:57,418 - INFO - [41984/42490] Loss : 0.8341
|
| 32 |
+
2024-05-20 19:52:57,886 - INFO - Test loss : 0.3482
|
| 33 |
+
2024-05-20 19:52:57,887 - INFO -
|
| 34 |
+
Epoch 6
|
| 35 |
+
2024-05-20 19:53:17,990 - INFO - [41984/42490] Loss : 0.8224
|
| 36 |
+
2024-05-20 19:53:18,431 - INFO - Test loss : 0.3420
|
| 37 |
+
2024-05-20 19:53:18,431 - INFO -
|
| 38 |
+
Epoch 7
|
| 39 |
+
2024-05-20 19:53:38,536 - INFO - [41984/42490] Loss : 0.8139
|
| 40 |
+
2024-05-20 19:53:39,004 - INFO - Test loss : 0.3428
|
| 41 |
+
2024-05-20 19:53:39,005 - INFO -
|
| 42 |
+
Epoch 8
|
| 43 |
+
2024-05-20 19:53:59,074 - INFO - [41984/42490] Loss : 0.8044
|
| 44 |
+
2024-05-20 19:53:59,544 - INFO - Test loss : 0.3438
|
| 45 |
+
2024-05-20 19:53:59,544 - INFO -
|
| 46 |
+
Epoch 9
|
| 47 |
+
2024-05-20 19:54:19,664 - INFO - [41984/42490] Loss : 0.7987
|
| 48 |
+
2024-05-20 19:54:20,134 - INFO - Test loss : 0.3510
|
| 49 |
+
2024-05-20 19:54:20,134 - INFO -
|
| 50 |
+
Epoch 10
|
| 51 |
+
2024-05-20 19:54:40,166 - INFO - [41984/42490] Loss : 0.7925
|
| 52 |
+
2024-05-20 19:54:40,636 - INFO - Test loss : 0.3444
|
| 53 |
+
2024-05-20 19:54:40,646 - INFO - (980,)
|
| 54 |
+
2024-05-20 19:54:40,683 - INFO - Split ID: 0
|
| 55 |
+
2024-05-20 19:54:40,683 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.37
|
| 56 |
+
2024-05-20 19:54:40,683 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 8.78
|
| 57 |
+
2024-05-20 19:54:40,684 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 13.27
|
| 58 |
+
2024-05-20 19:54:40,684 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 23.27
|
| 59 |
+
2024-05-20 19:54:40,684 - INFO -
|
| 60 |
+
No prior
|
| 61 |
+
2024-05-20 19:54:40,685 - INFO - (2262,)
|
| 62 |
+
2024-05-20 19:54:40,734 - INFO - Split ID: 0
|
| 63 |
+
2024-05-20 19:54:40,734 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 64 |
+
2024-05-20 19:54:40,735 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 65 |
+
2024-05-20 19:54:40,735 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 66 |
+
2024-05-20 19:54:40,735 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 67 |
+
2024-05-20 19:54:41,956 - INFO - Split ID: 0
|
| 68 |
+
2024-05-20 19:54:41,956 - INFO - Top 1 (Epoch 10)acc (%): 78.56
|
| 69 |
+
2024-05-20 19:54:41,956 - INFO - Top 3 (Epoch 10)acc (%): 90.63
|
| 70 |
+
2024-05-20 19:54:41,957 - INFO - Top 5 (Epoch 10)acc (%): 93.1
|
| 71 |
+
2024-05-20 19:54:41,957 - INFO - Top 10 (Epoch 10)acc (%): 95.58
|
| 72 |
+
2024-05-20 19:54:41,957 - INFO -
|
| 73 |
+
Epoch 11
|
| 74 |
+
2024-05-20 19:55:02,077 - INFO - [41984/42490] Loss : 0.7867
|
| 75 |
+
2024-05-20 19:55:02,547 - INFO - Test loss : 0.3492
|
| 76 |
+
2024-05-20 19:55:02,547 - INFO -
|
| 77 |
+
Epoch 12
|
| 78 |
+
2024-05-20 19:55:23,004 - INFO - [41984/42490] Loss : 0.7841
|
| 79 |
+
2024-05-20 19:55:23,475 - INFO - Test loss : 0.3441
|
| 80 |
+
2024-05-20 19:55:23,475 - INFO -
|
| 81 |
+
Epoch 13
|
| 82 |
+
2024-05-20 19:55:43,591 - INFO - [41984/42490] Loss : 0.7781
|
| 83 |
+
2024-05-20 19:55:44,062 - INFO - Test loss : 0.3458
|
| 84 |
+
2024-05-20 19:55:44,063 - INFO -
|
| 85 |
+
Epoch 14
|
| 86 |
+
2024-05-20 19:56:04,640 - INFO - [41984/42490] Loss : 0.7753
|
| 87 |
+
2024-05-20 19:56:05,109 - INFO - Test loss : 0.3506
|
| 88 |
+
2024-05-20 19:56:05,109 - INFO -
|
| 89 |
+
Epoch 15
|
| 90 |
+
2024-05-20 19:56:25,199 - INFO - [41984/42490] Loss : 0.7697
|
| 91 |
+
2024-05-20 19:56:25,670 - INFO - Test loss : 0.3520
|
| 92 |
+
2024-05-20 19:56:25,670 - INFO -
|
| 93 |
+
Epoch 16
|
| 94 |
+
2024-05-20 19:56:45,806 - INFO - [41984/42490] Loss : 0.7672
|
| 95 |
+
2024-05-20 19:56:46,276 - INFO - Test loss : 0.3479
|
| 96 |
+
2024-05-20 19:56:46,276 - INFO -
|
| 97 |
+
Epoch 17
|
| 98 |
+
2024-05-20 19:57:06,645 - INFO - [41984/42490] Loss : 0.7620
|
| 99 |
+
2024-05-20 19:57:07,112 - INFO - Test loss : 0.3550
|
| 100 |
+
2024-05-20 19:57:07,112 - INFO -
|
| 101 |
+
Epoch 18
|
| 102 |
+
2024-05-20 19:57:27,211 - INFO - [41984/42490] Loss : 0.7598
|
| 103 |
+
2024-05-20 19:57:27,680 - INFO - Test loss : 0.3539
|
| 104 |
+
2024-05-20 19:57:27,680 - INFO -
|
| 105 |
+
Epoch 19
|
| 106 |
+
2024-05-20 19:57:47,842 - INFO - [41984/42490] Loss : 0.7590
|
| 107 |
+
2024-05-20 19:57:48,313 - INFO - Test loss : 0.3567
|
| 108 |
+
2024-05-20 19:57:48,313 - INFO -
|
| 109 |
+
Epoch 20
|
| 110 |
+
2024-05-20 19:58:08,392 - INFO - [41984/42490] Loss : 0.7549
|
| 111 |
+
2024-05-20 19:58:08,863 - INFO - Test loss : 0.3548
|
| 112 |
+
2024-05-20 19:58:08,865 - INFO - (980,)
|
| 113 |
+
2024-05-20 19:58:08,898 - INFO - Split ID: 0
|
| 114 |
+
2024-05-20 19:58:08,898 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.18
|
| 115 |
+
2024-05-20 19:58:08,898 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 10.0
|
| 116 |
+
2024-05-20 19:58:08,898 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 14.39
|
| 117 |
+
2024-05-20 19:58:08,899 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 23.78
|
| 118 |
+
2024-05-20 19:58:08,899 - INFO -
|
| 119 |
+
No prior
|
| 120 |
+
2024-05-20 19:58:08,900 - INFO - (2262,)
|
| 121 |
+
2024-05-20 19:58:08,950 - INFO - Split ID: 0
|
| 122 |
+
2024-05-20 19:58:08,950 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 123 |
+
2024-05-20 19:58:08,950 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 124 |
+
2024-05-20 19:58:08,950 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 125 |
+
2024-05-20 19:58:08,950 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 126 |
+
2024-05-20 19:58:10,168 - INFO - Split ID: 0
|
| 127 |
+
2024-05-20 19:58:10,169 - INFO - Top 1 (Epoch 20)acc (%): 78.78
|
| 128 |
+
2024-05-20 19:58:10,169 - INFO - Top 3 (Epoch 20)acc (%): 91.11
|
| 129 |
+
2024-05-20 19:58:10,169 - INFO - Top 5 (Epoch 20)acc (%): 93.32
|
| 130 |
+
2024-05-20 19:58:10,169 - INFO - Top 10 (Epoch 20)acc (%): 95.76
|
| 131 |
+
2024-05-20 19:58:10,169 - INFO -
|
| 132 |
+
Epoch 21
|
| 133 |
+
2024-05-20 19:58:30,288 - INFO - [41984/42490] Loss : 0.7522
|
| 134 |
+
2024-05-20 19:58:30,813 - INFO - Test loss : 0.3665
|
| 135 |
+
2024-05-20 19:58:30,813 - INFO -
|
| 136 |
+
Epoch 22
|
| 137 |
+
2024-05-20 19:58:50,920 - INFO - [41984/42490] Loss : 0.7498
|
| 138 |
+
2024-05-20 19:58:51,435 - INFO - Test loss : 0.3678
|
| 139 |
+
2024-05-20 19:58:51,435 - INFO -
|
| 140 |
+
Epoch 23
|
| 141 |
+
2024-05-20 19:59:11,513 - INFO - [41984/42490] Loss : 0.7474
|
| 142 |
+
2024-05-20 19:59:11,984 - INFO - Test loss : 0.3628
|
| 143 |
+
2024-05-20 19:59:11,984 - INFO -
|
| 144 |
+
Epoch 24
|
| 145 |
+
2024-05-20 19:59:32,121 - INFO - [41984/42490] Loss : 0.7418
|
| 146 |
+
2024-05-20 19:59:32,591 - INFO - Test loss : 0.3618
|
| 147 |
+
2024-05-20 19:59:32,591 - INFO -
|
| 148 |
+
Epoch 25
|
| 149 |
+
2024-05-20 19:59:53,044 - INFO - [41984/42490] Loss : 0.7432
|
| 150 |
+
2024-05-20 19:59:53,514 - INFO - Test loss : 0.3596
|
| 151 |
+
2024-05-20 19:59:53,514 - INFO -
|
| 152 |
+
Epoch 26
|
| 153 |
+
2024-05-20 20:00:12,551 - INFO - [41984/42490] Loss : 0.7416
|
| 154 |
+
2024-05-20 20:00:13,082 - INFO - Test loss : 0.3600
|
| 155 |
+
2024-05-20 20:00:13,082 - INFO -
|
| 156 |
+
Epoch 27
|
| 157 |
+
2024-05-20 20:00:33,905 - INFO - [41984/42490] Loss : 0.7367
|
| 158 |
+
2024-05-20 20:00:34,373 - INFO - Test loss : 0.3692
|
| 159 |
+
2024-05-20 20:00:34,374 - INFO -
|
| 160 |
+
Epoch 28
|
| 161 |
+
2024-05-20 20:00:54,425 - INFO - [41984/42490] Loss : 0.7357
|
| 162 |
+
2024-05-20 20:00:54,895 - INFO - Test loss : 0.3712
|
| 163 |
+
2024-05-20 20:00:54,895 - INFO -
|
| 164 |
+
Epoch 29
|
| 165 |
+
2024-05-20 20:01:15,527 - INFO - [41984/42490] Loss : 0.7338
|
| 166 |
+
2024-05-20 20:01:15,997 - INFO - Test loss : 0.3705
|
| 167 |
+
2024-05-20 20:01:15,997 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 168 |
+
2024-05-20 20:01:16,021 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 169 |
+
2024-05-20 20:01:16,105 - INFO -
|
| 170 |
+
No prior
|
| 171 |
+
2024-05-20 20:01:16,106 - INFO - (2262,)
|
| 172 |
+
2024-05-20 20:01:16,155 - INFO - Split ID: 0
|
| 173 |
+
2024-05-20 20:01:16,155 - INFO - Top 1 acc (%): 70.07
|
| 174 |
+
2024-05-20 20:01:16,155 - INFO - Top 3 acc (%): 86.6
|
| 175 |
+
2024-05-20 20:01:16,155 - INFO - Top 5 acc (%): 90.05
|
| 176 |
+
2024-05-20 20:01:16,155 - INFO - Top 10 acc (%): 92.88
|
| 177 |
+
2024-05-20 20:01:17,375 - INFO - Split ID: 0
|
| 178 |
+
2024-05-20 20:01:17,375 - INFO - Top 1 acc (%): 79.35
|
| 179 |
+
2024-05-20 20:01:17,375 - INFO - Top 3 acc (%): 91.16
|
| 180 |
+
2024-05-20 20:01:17,375 - INFO - Top 5 acc (%): 93.5
|
| 181 |
+
2024-05-20 20:01:17,375 - INFO - Top 10 acc (%): 95.8
|
| 182 |
+
2024-05-20 20:01:17,375 - INFO -
|
| 183 |
+
wrap
|
| 184 |
+
2024-05-20 20:01:17,375 - INFO - Model : model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 185 |
+
2024-05-20 20:01:17,393 - INFO - (980,)
|
| 186 |
+
2024-05-20 20:01:17,426 - INFO - Split ID: 0
|
| 187 |
+
2024-05-20 20:01:17,426 - INFO - Top 1 LocEnc acc (%): 5.0
|
| 188 |
+
2024-05-20 20:01:17,426 - INFO - Top 3 LocEnc acc (%): 11.73
|
| 189 |
+
2024-05-20 20:01:17,426 - INFO - Top 5 LocEnc acc (%): 16.43
|
| 190 |
+
2024-05-20 20:01:17,426 - INFO - Top 10 LocEnc acc (%): 24.8
|
| 191 |
+
2024-05-25 11:54:24,895 - INFO -
|
| 192 |
+
num_classes 500
|
| 193 |
+
2024-05-25 11:54:24,990 - INFO - num train 42490
|
| 194 |
+
2024-05-25 11:54:24,990 - INFO - num val 980
|
| 195 |
+
2024-05-25 11:54:24,990 - INFO - train loss full_loss
|
| 196 |
+
2024-05-25 11:54:24,990 - INFO - model name ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 197 |
+
2024-05-25 11:54:24,990 - INFO - num users 5763
|
| 198 |
+
2024-05-25 11:54:24,990 - INFO - meta data ebird_meta
|
| 199 |
+
2024-05-25 11:54:25,889 - INFO -
|
| 200 |
+
Epoch 0
|
| 201 |
+
2024-05-25 11:54:41,696 - INFO - [41984/42490] Loss : 1.3001
|
| 202 |
+
2024-05-25 11:54:42,168 - INFO - Test loss : 0.4397
|
| 203 |
+
2024-05-25 11:54:42,168 - INFO -
|
| 204 |
+
Epoch 1
|
| 205 |
+
2024-05-25 11:54:59,995 - INFO - [41984/42490] Loss : 0.9789
|
| 206 |
+
2024-05-25 11:55:00,464 - INFO - Test loss : 0.3907
|
| 207 |
+
2024-05-25 11:55:00,464 - INFO -
|
| 208 |
+
Epoch 2
|
| 209 |
+
2024-05-25 11:55:18,319 - INFO - [41984/42490] Loss : 0.9087
|
| 210 |
+
2024-05-25 11:55:18,794 - INFO - Test loss : 0.3875
|
| 211 |
+
2024-05-25 11:55:18,794 - INFO -
|
| 212 |
+
Epoch 3
|
| 213 |
+
2024-05-25 11:55:34,358 - INFO - [41984/42490] Loss : 0.8728
|
| 214 |
+
2024-05-25 11:55:34,669 - INFO - Test loss : 0.3660
|
| 215 |
+
2024-05-25 11:55:34,669 - INFO -
|
| 216 |
+
Epoch 4
|
| 217 |
+
2024-05-25 11:55:51,023 - INFO - [41984/42490] Loss : 0.8494
|
| 218 |
+
2024-05-25 11:55:51,495 - INFO - Test loss : 0.3567
|
| 219 |
+
2024-05-25 11:55:51,495 - INFO -
|
| 220 |
+
Epoch 5
|
| 221 |
+
2024-05-25 11:56:07,984 - INFO - [41984/42490] Loss : 0.8342
|
| 222 |
+
2024-05-25 11:56:08,451 - INFO - Test loss : 0.3563
|
| 223 |
+
2024-05-25 11:56:08,451 - INFO -
|
| 224 |
+
Epoch 6
|
| 225 |
+
2024-05-25 11:56:24,091 - INFO - [41984/42490] Loss : 0.8216
|
| 226 |
+
2024-05-25 11:56:24,567 - INFO - Test loss : 0.3577
|
| 227 |
+
2024-05-25 11:56:24,567 - INFO -
|
| 228 |
+
Epoch 7
|
| 229 |
+
2024-05-25 11:56:39,796 - INFO - [41984/42490] Loss : 0.8123
|
| 230 |
+
2024-05-25 11:56:40,270 - INFO - Test loss : 0.3444
|
| 231 |
+
2024-05-25 11:56:40,270 - INFO -
|
| 232 |
+
Epoch 8
|
| 233 |
+
2024-05-25 11:56:56,706 - INFO - [41984/42490] Loss : 0.8047
|
| 234 |
+
2024-05-25 11:56:56,805 - INFO - Test loss : 0.3513
|
| 235 |
+
2024-05-25 11:56:56,805 - INFO -
|
| 236 |
+
Epoch 9
|
| 237 |
+
2024-05-25 11:57:13,075 - INFO - [41984/42490] Loss : 0.7973
|
| 238 |
+
2024-05-25 11:57:13,545 - INFO - Test loss : 0.3481
|
| 239 |
+
2024-05-25 11:57:13,546 - INFO -
|
| 240 |
+
Epoch 10
|
| 241 |
+
2024-05-25 11:57:29,027 - INFO - [41984/42490] Loss : 0.7922
|
| 242 |
+
2024-05-25 11:57:29,257 - INFO - Test loss : 0.3469
|
| 243 |
+
2024-05-25 11:57:29,275 - INFO - (980,)
|
| 244 |
+
2024-05-25 11:57:29,312 - INFO - Split ID: 0
|
| 245 |
+
2024-05-25 11:57:29,312 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.47
|
| 246 |
+
2024-05-25 11:57:29,312 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 8.67
|
| 247 |
+
2024-05-25 11:57:29,312 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 14.69
|
| 248 |
+
2024-05-25 11:57:29,312 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 21.53
|
| 249 |
+
2024-05-25 11:57:29,312 - INFO -
|
| 250 |
+
No prior
|
| 251 |
+
2024-05-25 11:57:29,313 - INFO - (2262,)
|
| 252 |
+
2024-05-25 11:57:29,365 - INFO - Split ID: 0
|
| 253 |
+
2024-05-25 11:57:29,365 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 254 |
+
2024-05-25 11:57:29,365 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 255 |
+
2024-05-25 11:57:29,365 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 256 |
+
2024-05-25 11:57:29,365 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 257 |
+
2024-05-25 11:57:31,106 - INFO - Split ID: 0
|
| 258 |
+
2024-05-25 11:57:31,106 - INFO - Top 1 (Epoch 10)acc (%): 78.38
|
| 259 |
+
2024-05-25 11:57:31,107 - INFO - Top 3 (Epoch 10)acc (%): 90.5
|
| 260 |
+
2024-05-25 11:57:31,107 - INFO - Top 5 (Epoch 10)acc (%): 92.93
|
| 261 |
+
2024-05-25 11:57:31,107 - INFO - Top 10 (Epoch 10)acc (%): 95.67
|
| 262 |
+
2024-05-25 11:57:31,107 - INFO -
|
| 263 |
+
Epoch 11
|
| 264 |
+
2024-05-25 11:57:48,814 - INFO - [41984/42490] Loss : 0.7869
|
| 265 |
+
2024-05-25 11:57:49,289 - INFO - Test loss : 0.3455
|
| 266 |
+
2024-05-25 11:57:49,290 - INFO -
|
| 267 |
+
Epoch 12
|
| 268 |
+
2024-05-25 11:58:06,698 - INFO - [41984/42490] Loss : 0.7820
|
| 269 |
+
2024-05-25 11:58:07,007 - INFO - Test loss : 0.3470
|
| 270 |
+
2024-05-25 11:58:07,007 - INFO -
|
| 271 |
+
Epoch 13
|
| 272 |
+
2024-05-25 11:58:23,024 - INFO - [41984/42490] Loss : 0.7773
|
| 273 |
+
2024-05-25 11:58:23,182 - INFO - Test loss : 0.3488
|
| 274 |
+
2024-05-25 11:58:23,182 - INFO -
|
| 275 |
+
Epoch 14
|
| 276 |
+
2024-05-25 11:58:38,864 - INFO - [41984/42490] Loss : 0.7712
|
| 277 |
+
2024-05-25 11:58:39,338 - INFO - Test loss : 0.3509
|
| 278 |
+
2024-05-25 11:58:39,338 - INFO -
|
| 279 |
+
Epoch 15
|
| 280 |
+
2024-05-25 11:58:55,193 - INFO - [41984/42490] Loss : 0.7683
|
| 281 |
+
2024-05-25 11:58:55,354 - INFO - Test loss : 0.3572
|
| 282 |
+
2024-05-25 11:58:55,355 - INFO -
|
| 283 |
+
Epoch 16
|
| 284 |
+
2024-05-25 11:59:11,732 - INFO - [41984/42490] Loss : 0.7660
|
| 285 |
+
2024-05-25 11:59:12,207 - INFO - Test loss : 0.3495
|
| 286 |
+
2024-05-25 11:59:12,207 - INFO -
|
| 287 |
+
Epoch 17
|
| 288 |
+
2024-05-25 11:59:27,608 - INFO - [41984/42490] Loss : 0.7616
|
| 289 |
+
2024-05-25 11:59:27,949 - INFO - Test loss : 0.3460
|
| 290 |
+
2024-05-25 11:59:27,949 - INFO -
|
| 291 |
+
Epoch 18
|
| 292 |
+
2024-05-25 11:59:43,843 - INFO - [41984/42490] Loss : 0.7573
|
| 293 |
+
2024-05-25 11:59:44,318 - INFO - Test loss : 0.3496
|
| 294 |
+
2024-05-25 11:59:44,319 - INFO -
|
| 295 |
+
Epoch 19
|
| 296 |
+
2024-05-25 12:00:00,436 - INFO - [41984/42490] Loss : 0.7550
|
| 297 |
+
2024-05-25 12:00:00,910 - INFO - Test loss : 0.3527
|
| 298 |
+
2024-05-25 12:00:00,910 - INFO -
|
| 299 |
+
Epoch 20
|
| 300 |
+
2024-05-25 12:00:16,941 - INFO - [41984/42490] Loss : 0.7539
|
| 301 |
+
2024-05-25 12:00:17,416 - INFO - Test loss : 0.3515
|
| 302 |
+
2024-05-25 12:00:17,418 - INFO - (980,)
|
| 303 |
+
2024-05-25 12:00:17,452 - INFO - Split ID: 0
|
| 304 |
+
2024-05-25 12:00:17,452 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.18
|
| 305 |
+
2024-05-25 12:00:17,452 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 10.82
|
| 306 |
+
2024-05-25 12:00:17,452 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 15.1
|
| 307 |
+
2024-05-25 12:00:17,452 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 24.49
|
| 308 |
+
2024-05-25 12:00:17,452 - INFO -
|
| 309 |
+
No prior
|
| 310 |
+
2024-05-25 12:00:17,453 - INFO - (2262,)
|
| 311 |
+
2024-05-25 12:00:17,504 - INFO - Split ID: 0
|
| 312 |
+
2024-05-25 12:00:17,504 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 313 |
+
2024-05-25 12:00:17,504 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 314 |
+
2024-05-25 12:00:17,504 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 315 |
+
2024-05-25 12:00:17,504 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 316 |
+
2024-05-25 12:00:19,274 - INFO - Split ID: 0
|
| 317 |
+
2024-05-25 12:00:19,274 - INFO - Top 1 (Epoch 20)acc (%): 78.74
|
| 318 |
+
2024-05-25 12:00:19,274 - INFO - Top 3 (Epoch 20)acc (%): 91.03
|
| 319 |
+
2024-05-25 12:00:19,274 - INFO - Top 5 (Epoch 20)acc (%): 93.1
|
| 320 |
+
2024-05-25 12:00:19,274 - INFO - Top 10 (Epoch 20)acc (%): 95.67
|
| 321 |
+
2024-05-25 12:00:19,274 - INFO -
|
| 322 |
+
Epoch 21
|
| 323 |
+
2024-05-25 12:00:37,317 - INFO - [41984/42490] Loss : 0.7505
|
| 324 |
+
2024-05-25 12:00:37,793 - INFO - Test loss : 0.3490
|
| 325 |
+
2024-05-25 12:00:37,794 - INFO -
|
| 326 |
+
Epoch 22
|
| 327 |
+
2024-05-25 12:00:54,164 - INFO - [41984/42490] Loss : 0.7479
|
| 328 |
+
2024-05-25 12:00:54,213 - INFO - Test loss : 0.3511
|
| 329 |
+
2024-05-25 12:00:54,213 - INFO -
|
| 330 |
+
Epoch 23
|
| 331 |
+
2024-05-25 12:00:56,576 - INFO - [41984/42490] Loss : 0.7452
|
| 332 |
+
2024-05-25 12:00:56,622 - INFO - Test loss : 0.3500
|
| 333 |
+
2024-05-25 12:00:56,622 - INFO -
|
| 334 |
+
Epoch 24
|
| 335 |
+
2024-05-25 12:00:58,804 - INFO - [41984/42490] Loss : 0.7472
|
| 336 |
+
2024-05-25 12:00:58,850 - INFO - Test loss : 0.3600
|
| 337 |
+
2024-05-25 12:00:58,850 - INFO -
|
| 338 |
+
Epoch 25
|
| 339 |
+
2024-05-25 12:01:01,129 - INFO - [41984/42490] Loss : 0.7423
|
| 340 |
+
2024-05-25 12:01:01,175 - INFO - Test loss : 0.3638
|
| 341 |
+
2024-05-25 12:01:01,175 - INFO -
|
| 342 |
+
Epoch 26
|
| 343 |
+
2024-05-25 12:01:03,453 - INFO - [41984/42490] Loss : 0.7398
|
| 344 |
+
2024-05-25 12:01:03,500 - INFO - Test loss : 0.3591
|
| 345 |
+
2024-05-25 12:01:03,500 - INFO -
|
| 346 |
+
Epoch 27
|
| 347 |
+
2024-05-25 12:01:05,680 - INFO - [41984/42490] Loss : 0.7369
|
| 348 |
+
2024-05-25 12:01:05,726 - INFO - Test loss : 0.3622
|
| 349 |
+
2024-05-25 12:01:05,726 - INFO -
|
| 350 |
+
Epoch 28
|
| 351 |
+
2024-05-25 12:01:07,992 - INFO - [41984/42490] Loss : 0.7341
|
| 352 |
+
2024-05-25 12:01:08,038 - INFO - Test loss : 0.3659
|
| 353 |
+
2024-05-25 12:01:08,039 - INFO -
|
| 354 |
+
Epoch 29
|
| 355 |
+
2024-05-25 12:01:10,230 - INFO - [41984/42490] Loss : 0.7327
|
| 356 |
+
2024-05-25 12:01:10,276 - INFO - Test loss : 0.3670
|
| 357 |
+
2024-05-25 12:01:10,276 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 358 |
+
2024-05-25 12:01:10,339 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 359 |
+
2024-05-25 12:01:10,402 - INFO -
|
| 360 |
+
No prior
|
| 361 |
+
2024-05-25 12:01:10,403 - INFO - (2262,)
|
| 362 |
+
2024-05-25 12:01:10,453 - INFO - Split ID: 0
|
| 363 |
+
2024-05-25 12:01:10,587 - INFO - Top 1 acc (%): 70.07
|
| 364 |
+
2024-05-25 12:01:10,587 - INFO - Top 3 acc (%): 86.6
|
| 365 |
+
2024-05-25 12:01:10,587 - INFO - Top 5 acc (%): 90.05
|
| 366 |
+
2024-05-25 12:01:10,587 - INFO - Top 10 acc (%): 92.88
|
| 367 |
+
2024-05-25 12:01:11,861 - INFO - Split ID: 0
|
| 368 |
+
2024-05-25 12:01:11,861 - INFO - Top 1 acc (%): 79.0
|
| 369 |
+
2024-05-25 12:01:11,861 - INFO - Top 3 acc (%): 91.03
|
| 370 |
+
2024-05-25 12:01:11,861 - INFO - Top 5 acc (%): 93.32
|
| 371 |
+
2024-05-25 12:01:11,861 - INFO - Top 10 acc (%): 95.71
|
| 372 |
+
2024-05-25 12:01:11,861 - INFO -
|
| 373 |
+
Only wrap
|
| 374 |
+
2024-05-25 12:01:11,861 - INFO - Model : model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 375 |
+
2024-05-25 12:01:11,873 - INFO - (980,)
|
| 376 |
+
2024-05-25 12:01:11,907 - INFO - Split ID: 0
|
| 377 |
+
2024-05-25 12:01:11,907 - INFO - Top 1 LocEnc acc (%): 4.69
|
| 378 |
+
2024-05-25 12:01:11,907 - INFO - Top 3 LocEnc acc (%): 11.43
|
| 379 |
+
2024-05-25 12:01:11,907 - INFO - Top 5 LocEnc acc (%): 16.73
|
| 380 |
+
2024-05-25 12:01:11,907 - INFO - Top 10 LocEnc acc (%): 24.18
|
| 381 |
+
2024-05-25 12:07:51,248 - INFO -
|
| 382 |
+
num_classes 500
|
| 383 |
+
2024-05-25 12:07:51,248 - INFO - num train 42490
|
| 384 |
+
2024-05-25 12:07:51,248 - INFO - num val 980
|
| 385 |
+
2024-05-25 12:07:51,248 - INFO - train loss full_loss
|
| 386 |
+
2024-05-25 12:07:51,248 - INFO - model name ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 387 |
+
2024-05-25 12:07:51,248 - INFO - num users 5763
|
| 388 |
+
2024-05-25 12:07:51,248 - INFO - meta data ebird_meta
|
| 389 |
+
2024-05-25 12:07:52,151 - INFO -
|
| 390 |
+
Epoch 0
|
| 391 |
+
2024-05-25 12:07:55,532 - INFO - [41984/42490] Loss : 1.2908
|
| 392 |
+
2024-05-25 12:07:55,578 - INFO - Test loss : 0.4367
|
| 393 |
+
2024-05-25 12:07:55,578 - INFO -
|
| 394 |
+
Epoch 1
|
| 395 |
+
2024-05-25 12:07:58,435 - INFO - [41984/42490] Loss : 0.9842
|
| 396 |
+
2024-05-25 12:07:58,480 - INFO - Test loss : 0.4033
|
| 397 |
+
2024-05-25 12:07:58,480 - INFO -
|
| 398 |
+
Epoch 2
|
| 399 |
+
2024-05-25 12:08:01,123 - INFO - [41984/42490] Loss : 0.9172
|
| 400 |
+
2024-05-25 12:08:01,168 - INFO - Test loss : 0.3707
|
| 401 |
+
2024-05-25 12:08:01,168 - INFO -
|
| 402 |
+
Epoch 3
|
| 403 |
+
2024-05-25 12:08:03,744 - INFO - [41984/42490] Loss : 0.8774
|
| 404 |
+
2024-05-25 12:08:03,789 - INFO - Test loss : 0.3584
|
| 405 |
+
2024-05-25 12:08:03,790 - INFO -
|
| 406 |
+
Epoch 4
|
| 407 |
+
2024-05-25 12:08:06,656 - INFO - [41984/42490] Loss : 0.8542
|
| 408 |
+
2024-05-25 12:08:06,702 - INFO - Test loss : 0.3495
|
| 409 |
+
2024-05-25 12:08:06,702 - INFO -
|
| 410 |
+
Epoch 5
|
| 411 |
+
2024-05-25 12:08:09,502 - INFO - [41984/42490] Loss : 0.8386
|
| 412 |
+
2024-05-25 12:08:09,547 - INFO - Test loss : 0.3515
|
| 413 |
+
2024-05-25 12:08:09,548 - INFO -
|
| 414 |
+
Epoch 6
|
| 415 |
+
2024-05-25 12:08:11,906 - INFO - [41984/42490] Loss : 0.8265
|
| 416 |
+
2024-05-25 12:08:11,952 - INFO - Test loss : 0.3529
|
| 417 |
+
2024-05-25 12:08:11,952 - INFO -
|
| 418 |
+
Epoch 7
|
| 419 |
+
2024-05-25 12:08:14,823 - INFO - [41984/42490] Loss : 0.8186
|
| 420 |
+
2024-05-25 12:08:14,868 - INFO - Test loss : 0.3473
|
| 421 |
+
2024-05-25 12:08:14,869 - INFO -
|
| 422 |
+
Epoch 8
|
| 423 |
+
2024-05-25 12:08:17,656 - INFO - [41984/42490] Loss : 0.8093
|
| 424 |
+
2024-05-25 12:08:17,701 - INFO - Test loss : 0.3637
|
| 425 |
+
2024-05-25 12:08:17,702 - INFO -
|
| 426 |
+
Epoch 9
|
| 427 |
+
2024-05-25 12:08:20,560 - INFO - [41984/42490] Loss : 0.8016
|
| 428 |
+
2024-05-25 12:08:20,605 - INFO - Test loss : 0.3439
|
| 429 |
+
2024-05-25 12:08:20,606 - INFO -
|
| 430 |
+
Epoch 10
|
| 431 |
+
2024-05-25 12:08:23,042 - INFO - [41984/42490] Loss : 0.7962
|
| 432 |
+
2024-05-25 12:08:23,088 - INFO - Test loss : 0.3421
|
| 433 |
+
2024-05-25 12:08:23,106 - INFO - (980,)
|
| 434 |
+
2024-05-25 12:08:23,144 - INFO - Split ID: 0
|
| 435 |
+
2024-05-25 12:08:23,144 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.16
|
| 436 |
+
2024-05-25 12:08:23,144 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 9.59
|
| 437 |
+
2024-05-25 12:08:23,144 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 13.47
|
| 438 |
+
2024-05-25 12:08:23,144 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 21.73
|
| 439 |
+
2024-05-25 12:08:23,144 - INFO -
|
| 440 |
+
No prior
|
| 441 |
+
2024-05-25 12:08:23,145 - INFO - (2262,)
|
| 442 |
+
2024-05-25 12:08:23,197 - INFO - Split ID: 0
|
| 443 |
+
2024-05-25 12:08:23,197 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 444 |
+
2024-05-25 12:08:23,197 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 445 |
+
2024-05-25 12:08:23,197 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 446 |
+
2024-05-25 12:08:23,197 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 447 |
+
2024-05-25 12:08:24,674 - INFO - Split ID: 0
|
| 448 |
+
2024-05-25 12:08:24,674 - INFO - Top 1 (Epoch 10)acc (%): 78.29
|
| 449 |
+
2024-05-25 12:08:24,674 - INFO - Top 3 (Epoch 10)acc (%): 90.63
|
| 450 |
+
2024-05-25 12:08:24,674 - INFO - Top 5 (Epoch 10)acc (%): 92.93
|
| 451 |
+
2024-05-25 12:08:24,674 - INFO - Top 10 (Epoch 10)acc (%): 95.49
|
| 452 |
+
2024-05-25 12:08:24,675 - INFO -
|
| 453 |
+
Epoch 11
|
| 454 |
+
2024-05-25 12:08:27,462 - INFO - [41984/42490] Loss : 0.7895
|
| 455 |
+
2024-05-25 12:08:27,507 - INFO - Test loss : 0.3384
|
| 456 |
+
2024-05-25 12:08:27,507 - INFO -
|
| 457 |
+
Epoch 12
|
| 458 |
+
2024-05-25 12:08:30,154 - INFO - [41984/42490] Loss : 0.7854
|
| 459 |
+
2024-05-25 12:08:30,199 - INFO - Test loss : 0.3455
|
| 460 |
+
2024-05-25 12:08:30,199 - INFO -
|
| 461 |
+
Epoch 13
|
| 462 |
+
2024-05-25 12:08:32,853 - INFO - [41984/42490] Loss : 0.7817
|
| 463 |
+
2024-05-25 12:08:32,898 - INFO - Test loss : 0.3376
|
| 464 |
+
2024-05-25 12:08:32,898 - INFO -
|
| 465 |
+
Epoch 14
|
| 466 |
+
2024-05-25 12:08:35,684 - INFO - [41984/42490] Loss : 0.7783
|
| 467 |
+
2024-05-25 12:08:35,729 - INFO - Test loss : 0.3421
|
| 468 |
+
2024-05-25 12:08:35,729 - INFO -
|
| 469 |
+
Epoch 15
|
| 470 |
+
2024-05-25 12:08:38,597 - INFO - [41984/42490] Loss : 0.7729
|
| 471 |
+
2024-05-25 12:08:38,642 - INFO - Test loss : 0.3481
|
| 472 |
+
2024-05-25 12:08:38,642 - INFO -
|
| 473 |
+
Epoch 16
|
| 474 |
+
2024-05-25 12:08:41,432 - INFO - [41984/42490] Loss : 0.7711
|
| 475 |
+
2024-05-25 12:08:41,477 - INFO - Test loss : 0.3459
|
| 476 |
+
2024-05-25 12:08:41,477 - INFO -
|
| 477 |
+
Epoch 17
|
| 478 |
+
2024-05-25 12:08:43,884 - INFO - [41984/42490] Loss : 0.7659
|
| 479 |
+
2024-05-25 12:08:43,930 - INFO - Test loss : 0.3408
|
| 480 |
+
2024-05-25 12:08:43,930 - INFO -
|
| 481 |
+
Epoch 18
|
| 482 |
+
2024-05-25 12:08:47,015 - INFO - [41984/42490] Loss : 0.7622
|
| 483 |
+
2024-05-25 12:08:47,061 - INFO - Test loss : 0.3499
|
| 484 |
+
2024-05-25 12:08:47,061 - INFO -
|
| 485 |
+
Epoch 19
|
| 486 |
+
2024-05-25 12:08:49,630 - INFO - [41984/42490] Loss : 0.7582
|
| 487 |
+
2024-05-25 12:08:49,675 - INFO - Test loss : 0.3447
|
| 488 |
+
2024-05-25 12:08:49,675 - INFO -
|
| 489 |
+
Epoch 20
|
| 490 |
+
2024-05-25 12:08:52,543 - INFO - [41984/42490] Loss : 0.7554
|
| 491 |
+
2024-05-25 12:08:52,589 - INFO - Test loss : 0.3508
|
| 492 |
+
2024-05-25 12:08:52,590 - INFO - (980,)
|
| 493 |
+
2024-05-25 12:08:52,624 - INFO - Split ID: 0
|
| 494 |
+
2024-05-25 12:08:52,624 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.29
|
| 495 |
+
2024-05-25 12:08:52,624 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 11.22
|
| 496 |
+
2024-05-25 12:08:52,624 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 14.9
|
| 497 |
+
2024-05-25 12:08:52,624 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 25.51
|
| 498 |
+
2024-05-25 12:08:52,625 - INFO -
|
| 499 |
+
No prior
|
| 500 |
+
2024-05-25 12:08:52,626 - INFO - (2262,)
|
| 501 |
+
2024-05-25 12:08:52,676 - INFO - Split ID: 0
|
| 502 |
+
2024-05-25 12:08:52,676 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 503 |
+
2024-05-25 12:08:52,676 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 504 |
+
2024-05-25 12:08:52,676 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 505 |
+
2024-05-25 12:08:52,676 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 506 |
+
2024-05-25 12:08:53,957 - INFO - Split ID: 0
|
| 507 |
+
2024-05-25 12:08:53,957 - INFO - Top 1 (Epoch 20)acc (%): 78.78
|
| 508 |
+
2024-05-25 12:08:53,957 - INFO - Top 3 (Epoch 20)acc (%): 90.98
|
| 509 |
+
2024-05-25 12:08:53,957 - INFO - Top 5 (Epoch 20)acc (%): 93.46
|
| 510 |
+
2024-05-25 12:08:53,957 - INFO - Top 10 (Epoch 20)acc (%): 95.71
|
| 511 |
+
2024-05-25 12:08:53,958 - INFO -
|
| 512 |
+
Epoch 21
|
| 513 |
+
2024-05-25 12:08:56,754 - INFO - [41984/42490] Loss : 0.7540
|
| 514 |
+
2024-05-25 12:08:56,799 - INFO - Test loss : 0.3535
|
| 515 |
+
2024-05-25 12:08:56,799 - INFO -
|
| 516 |
+
Epoch 22
|
| 517 |
+
2024-05-25 12:08:59,673 - INFO - [41984/42490] Loss : 0.7522
|
| 518 |
+
2024-05-25 12:08:59,718 - INFO - Test loss : 0.3548
|
| 519 |
+
2024-05-25 12:08:59,718 - INFO -
|
| 520 |
+
Epoch 23
|
| 521 |
+
2024-05-25 12:09:02,376 - INFO - [41984/42490] Loss : 0.7504
|
| 522 |
+
2024-05-25 12:09:02,422 - INFO - Test loss : 0.3592
|
| 523 |
+
2024-05-25 12:09:02,422 - INFO -
|
| 524 |
+
Epoch 24
|
| 525 |
+
2024-05-25 12:09:05,001 - INFO - [41984/42490] Loss : 0.7471
|
| 526 |
+
2024-05-25 12:09:05,046 - INFO - Test loss : 0.3601
|
| 527 |
+
2024-05-25 12:09:05,046 - INFO -
|
| 528 |
+
Epoch 25
|
| 529 |
+
2024-05-25 12:09:07,910 - INFO - [41984/42490] Loss : 0.7442
|
| 530 |
+
2024-05-25 12:09:07,955 - INFO - Test loss : 0.3650
|
| 531 |
+
2024-05-25 12:09:07,955 - INFO -
|
| 532 |
+
Epoch 26
|
| 533 |
+
2024-05-25 12:09:10,778 - INFO - [41984/42490] Loss : 0.7433
|
| 534 |
+
2024-05-25 12:09:10,824 - INFO - Test loss : 0.3611
|
| 535 |
+
2024-05-25 12:09:10,824 - INFO -
|
| 536 |
+
Epoch 27
|
| 537 |
+
2024-05-25 12:09:13,403 - INFO - [41984/42490] Loss : 0.7381
|
| 538 |
+
2024-05-25 12:09:13,450 - INFO - Test loss : 0.3616
|
| 539 |
+
2024-05-25 12:09:13,450 - INFO -
|
| 540 |
+
Epoch 28
|
| 541 |
+
2024-05-25 12:09:16,115 - INFO - [41984/42490] Loss : 0.7383
|
| 542 |
+
2024-05-25 12:09:16,161 - INFO - Test loss : 0.3625
|
| 543 |
+
2024-05-25 12:09:16,161 - INFO -
|
| 544 |
+
Epoch 29
|
| 545 |
+
2024-05-25 12:09:18,962 - INFO - [41984/42490] Loss : 0.7375
|
| 546 |
+
2024-05-25 12:09:19,008 - INFO - Test loss : 0.3639
|
| 547 |
+
2024-05-25 12:09:19,008 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 548 |
+
2024-05-25 12:09:19,071 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 549 |
+
2024-05-25 12:09:19,138 - INFO -
|
| 550 |
+
No prior
|
| 551 |
+
2024-05-25 12:09:19,139 - INFO - (2262,)
|
| 552 |
+
2024-05-25 12:09:19,189 - INFO - Split ID: 0
|
| 553 |
+
2024-05-25 12:09:19,189 - INFO - Top 1 acc (%): 70.07
|
| 554 |
+
2024-05-25 12:09:19,189 - INFO - Top 3 acc (%): 86.6
|
| 555 |
+
2024-05-25 12:09:19,189 - INFO - Top 5 acc (%): 90.05
|
| 556 |
+
2024-05-25 12:09:19,189 - INFO - Top 10 acc (%): 92.88
|
| 557 |
+
2024-05-25 12:09:20,863 - INFO - Split ID: 0
|
| 558 |
+
2024-05-25 12:09:20,863 - INFO - Top 1 acc (%): 78.91
|
| 559 |
+
2024-05-25 12:09:20,863 - INFO - Top 3 acc (%): 91.07
|
| 560 |
+
2024-05-25 12:09:20,864 - INFO - Top 5 acc (%): 93.37
|
| 561 |
+
2024-05-25 12:09:20,864 - INFO - Top 10 acc (%): 95.62
|
| 562 |
+
2024-05-25 12:09:20,864 - INFO -
|
| 563 |
+
Only wrap
|
| 564 |
+
2024-05-25 12:09:20,864 - INFO - Model : model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 565 |
+
2024-05-25 12:09:20,876 - INFO - (980,)
|
| 566 |
+
2024-05-25 12:09:20,910 - INFO - Split ID: 0
|
| 567 |
+
2024-05-25 12:09:20,910 - INFO - Top 1 LocEnc acc (%): 4.69
|
| 568 |
+
2024-05-25 12:09:20,910 - INFO - Top 3 LocEnc acc (%): 10.92
|
| 569 |
+
2024-05-25 12:09:20,910 - INFO - Top 5 LocEnc acc (%): 14.49
|
| 570 |
+
2024-05-25 12:09:20,910 - INFO - Top 10 LocEnc acc (%): 23.88
|
| 571 |
+
2024-05-27 17:06:53,316 - INFO -
|
| 572 |
+
num_classes 500
|
| 573 |
+
2024-05-27 17:06:53,351 - INFO - num train 42490
|
| 574 |
+
2024-05-27 17:06:53,351 - INFO - num val 980
|
| 575 |
+
2024-05-27 17:06:53,351 - INFO - train loss full_loss
|
| 576 |
+
2024-05-27 17:06:53,351 - INFO - model name ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 577 |
+
2024-05-27 17:06:53,351 - INFO - num users 5763
|
| 578 |
+
2024-05-27 17:06:53,351 - INFO - meta data ebird_meta
|
| 579 |
+
2024-05-27 17:06:53,624 - INFO -
|
| 580 |
+
Epoch 0
|
| 581 |
+
2024-05-27 17:07:56,555 - INFO - [41984/42490] Loss : 1.2978
|
| 582 |
+
2024-05-27 17:07:57,982 - INFO - Test loss : 0.4652
|
| 583 |
+
2024-05-27 17:07:57,982 - INFO -
|
| 584 |
+
Epoch 1
|
| 585 |
+
2024-05-27 17:09:00,957 - INFO - [41984/42490] Loss : 0.9868
|
| 586 |
+
2024-05-27 17:09:02,446 - INFO - Test loss : 0.3981
|
| 587 |
+
2024-05-27 17:09:02,447 - INFO -
|
| 588 |
+
Epoch 2
|
| 589 |
+
2024-05-27 17:10:05,224 - INFO - [41984/42490] Loss : 0.9259
|
| 590 |
+
2024-05-27 17:10:06,638 - INFO - Test loss : 0.3951
|
| 591 |
+
2024-05-27 17:10:06,638 - INFO -
|
| 592 |
+
Epoch 3
|
| 593 |
+
2024-05-27 17:11:09,427 - INFO - [41984/42490] Loss : 0.8871
|
| 594 |
+
2024-05-27 17:11:10,871 - INFO - Test loss : 0.3761
|
| 595 |
+
2024-05-27 17:11:10,871 - INFO -
|
| 596 |
+
Epoch 4
|
| 597 |
+
2024-05-27 17:12:13,776 - INFO - [41984/42490] Loss : 0.8599
|
| 598 |
+
2024-05-27 17:12:15,218 - INFO - Test loss : 0.3430
|
| 599 |
+
2024-05-27 17:12:15,218 - INFO -
|
| 600 |
+
Epoch 5
|
| 601 |
+
2024-05-27 17:13:18,588 - INFO - [41984/42490] Loss : 0.8422
|
| 602 |
+
2024-05-27 17:13:20,045 - INFO - Test loss : 0.3437
|
| 603 |
+
2024-05-27 17:13:20,045 - INFO -
|
| 604 |
+
Epoch 6
|
| 605 |
+
2024-05-27 17:14:23,050 - INFO - [41984/42490] Loss : 0.8295
|
| 606 |
+
2024-05-27 17:14:24,493 - INFO - Test loss : 0.3473
|
| 607 |
+
2024-05-27 17:14:24,493 - INFO -
|
| 608 |
+
Epoch 7
|
| 609 |
+
2024-05-27 17:15:27,373 - INFO - [41984/42490] Loss : 0.8211
|
| 610 |
+
2024-05-27 17:15:28,815 - INFO - Test loss : 0.3387
|
| 611 |
+
2024-05-27 17:15:28,816 - INFO -
|
| 612 |
+
Epoch 8
|
| 613 |
+
2024-05-27 17:16:31,714 - INFO - [41984/42490] Loss : 0.8143
|
| 614 |
+
2024-05-27 17:16:33,148 - INFO - Test loss : 0.3457
|
| 615 |
+
2024-05-27 17:16:33,149 - INFO -
|
| 616 |
+
Epoch 9
|
| 617 |
+
2024-05-27 17:17:36,021 - INFO - [41984/42490] Loss : 0.8080
|
| 618 |
+
2024-05-27 17:17:37,454 - INFO - Test loss : 0.3462
|
| 619 |
+
2024-05-27 17:17:37,454 - INFO -
|
| 620 |
+
Epoch 10
|
| 621 |
+
2024-05-27 17:18:40,299 - INFO - [41984/42490] Loss : 0.7992
|
| 622 |
+
2024-05-27 17:18:41,742 - INFO - Test loss : 0.3521
|
| 623 |
+
2024-05-27 17:18:41,742 - INFO -
|
| 624 |
+
Epoch 11
|
| 625 |
+
2024-05-27 17:19:45,005 - INFO - [41984/42490] Loss : 0.7965
|
| 626 |
+
2024-05-27 17:19:46,183 - INFO - Test loss : 0.3403
|
| 627 |
+
2024-05-27 17:19:46,184 - INFO -
|
| 628 |
+
Epoch 12
|
| 629 |
+
2024-05-27 17:20:48,337 - INFO - [41984/42490] Loss : 0.7929
|
| 630 |
+
2024-05-27 17:20:49,672 - INFO - Test loss : 0.3507
|
| 631 |
+
2024-05-27 17:20:49,673 - INFO -
|
| 632 |
+
Epoch 13
|
| 633 |
+
2024-05-27 17:21:52,336 - INFO - [41984/42490] Loss : 0.7866
|
| 634 |
+
2024-05-27 17:21:53,800 - INFO - Test loss : 0.3462
|
| 635 |
+
2024-05-27 17:21:53,801 - INFO -
|
| 636 |
+
Epoch 14
|
| 637 |
+
2024-05-27 17:22:57,439 - INFO - [41984/42490] Loss : 0.7793
|
| 638 |
+
2024-05-27 17:22:58,873 - INFO - Test loss : 0.3473
|
| 639 |
+
2024-05-27 17:22:58,873 - INFO -
|
| 640 |
+
Epoch 15
|
| 641 |
+
2024-05-27 17:24:00,961 - INFO - [41984/42490] Loss : 0.7777
|
| 642 |
+
2024-05-27 17:24:02,346 - INFO - Test loss : 0.3450
|
| 643 |
+
2024-05-27 17:24:02,346 - INFO -
|
| 644 |
+
Epoch 16
|
| 645 |
+
2024-05-27 17:25:05,039 - INFO - [41984/42490] Loss : 0.7730
|
| 646 |
+
2024-05-27 17:25:06,459 - INFO - Test loss : 0.3446
|
| 647 |
+
2024-05-27 17:25:06,459 - INFO -
|
| 648 |
+
Epoch 17
|
| 649 |
+
2024-05-27 17:26:08,992 - INFO - [41984/42490] Loss : 0.7698
|
| 650 |
+
2024-05-27 17:26:10,494 - INFO - Test loss : 0.3468
|
| 651 |
+
2024-05-27 17:26:10,495 - INFO -
|
| 652 |
+
Epoch 18
|
| 653 |
+
2024-05-27 17:27:13,972 - INFO - [41984/42490] Loss : 0.7633
|
| 654 |
+
2024-05-27 17:27:15,442 - INFO - Test loss : 0.3494
|
| 655 |
+
2024-05-27 17:27:15,443 - INFO -
|
| 656 |
+
Epoch 19
|
| 657 |
+
2024-05-27 17:28:18,197 - INFO - [41984/42490] Loss : 0.7627
|
| 658 |
+
2024-05-27 17:28:19,640 - INFO - Test loss : 0.3483
|
| 659 |
+
2024-05-27 17:28:19,640 - INFO -
|
| 660 |
+
Epoch 20
|
| 661 |
+
2024-05-27 17:29:22,269 - INFO - [41984/42490] Loss : 0.7607
|
| 662 |
+
2024-05-27 17:29:23,664 - INFO - Test loss : 0.3513
|
| 663 |
+
2024-05-27 17:29:23,665 - INFO -
|
| 664 |
+
Epoch 21
|
| 665 |
+
2024-05-27 17:30:26,308 - INFO - [41984/42490] Loss : 0.7573
|
| 666 |
+
2024-05-27 17:30:27,707 - INFO - Test loss : 0.3514
|
| 667 |
+
2024-05-27 17:30:27,707 - INFO -
|
| 668 |
+
Epoch 22
|
| 669 |
+
2024-05-27 17:31:30,295 - INFO - [41984/42490] Loss : 0.7542
|
| 670 |
+
2024-05-27 17:31:31,738 - INFO - Test loss : 0.3551
|
| 671 |
+
2024-05-27 17:31:31,739 - INFO -
|
| 672 |
+
Epoch 23
|
| 673 |
+
2024-05-27 17:32:34,388 - INFO - [41984/42490] Loss : 0.7495
|
| 674 |
+
2024-05-27 17:32:35,824 - INFO - Test loss : 0.3573
|
| 675 |
+
2024-05-27 17:32:35,825 - INFO -
|
| 676 |
+
Epoch 24
|
| 677 |
+
2024-05-27 17:33:38,557 - INFO - [41984/42490] Loss : 0.7532
|
| 678 |
+
2024-05-27 17:33:40,028 - INFO - Test loss : 0.3578
|
| 679 |
+
2024-05-27 17:33:40,029 - INFO -
|
| 680 |
+
Epoch 25
|
| 681 |
+
2024-05-27 17:34:43,433 - INFO - [41984/42490] Loss : 0.7473
|
| 682 |
+
2024-05-27 17:34:44,876 - INFO - Test loss : 0.3576
|
| 683 |
+
2024-05-27 17:34:44,876 - INFO -
|
| 684 |
+
Epoch 26
|
| 685 |
+
2024-05-27 17:35:47,492 - INFO - [41984/42490] Loss : 0.7467
|
| 686 |
+
2024-05-27 17:35:48,936 - INFO - Test loss : 0.3607
|
| 687 |
+
2024-05-27 17:35:48,936 - INFO -
|
| 688 |
+
Epoch 27
|
| 689 |
+
2024-05-27 17:36:51,562 - INFO - [41984/42490] Loss : 0.7439
|
| 690 |
+
2024-05-27 17:36:52,993 - INFO - Test loss : 0.3598
|
| 691 |
+
2024-05-27 17:36:52,993 - INFO -
|
| 692 |
+
Epoch 28
|
| 693 |
+
2024-05-27 17:37:55,754 - INFO - [41984/42490] Loss : 0.7426
|
| 694 |
+
2024-05-27 17:37:57,218 - INFO - Test loss : 0.3619
|
| 695 |
+
2024-05-27 17:37:57,218 - INFO -
|
| 696 |
+
Epoch 29
|
| 697 |
+
2024-05-27 17:39:00,838 - INFO - [41984/42490] Loss : 0.7404
|
| 698 |
+
2024-05-27 17:39:02,281 - INFO - Test loss : 0.3581
|
| 699 |
+
2024-05-27 17:39:02,281 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 700 |
+
2024-05-27 17:39:02,359 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 701 |
+
2024-05-27 17:39:02,430 - INFO -
|
| 702 |
+
No prior
|
| 703 |
+
2024-05-27 17:39:02,431 - INFO - (2262,)
|
| 704 |
+
2024-05-27 17:39:02,487 - INFO - Split ID: 0
|
| 705 |
+
2024-05-27 17:39:02,487 - INFO - Top 1 acc (%): 70.07
|
| 706 |
+
2024-05-27 17:39:02,487 - INFO - Top 3 acc (%): 86.6
|
| 707 |
+
2024-05-27 17:39:02,487 - INFO - Top 5 acc (%): 90.05
|
| 708 |
+
2024-05-27 17:39:02,487 - INFO - Top 10 acc (%): 92.88
|
| 709 |
+
2024-05-27 17:39:04,909 - INFO - Split ID: 0
|
| 710 |
+
2024-05-27 17:39:04,909 - INFO - Top 1 acc (%): 78.91
|
| 711 |
+
2024-05-27 17:39:04,909 - INFO - Top 3 acc (%): 91.11
|
| 712 |
+
2024-05-27 17:39:04,909 - INFO - Top 5 acc (%): 93.37
|
| 713 |
+
2024-05-27 17:39:04,909 - INFO - Top 10 acc (%): 95.8
|
| 714 |
+
2024-05-27 17:39:04,909 - INFO -
|
| 715 |
+
Only wrap
|
| 716 |
+
2024-05-27 17:39:04,909 - INFO - Model : model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 717 |
+
2024-05-27 17:39:04,937 - INFO - (980,)
|
| 718 |
+
2024-05-27 17:39:04,977 - INFO - Split ID: 0
|
| 719 |
+
2024-05-27 17:39:04,978 - INFO - Top 1 LocEnc acc (%): 4.08
|
| 720 |
+
2024-05-27 17:39:04,978 - INFO - Top 3 LocEnc acc (%): 11.12
|
| 721 |
+
2024-05-27 17:39:04,978 - INFO - Top 5 LocEnc acc (%): 15.51
|
| 722 |
+
2024-05-27 17:39:04,978 - INFO - Top 10 LocEnc acc (%): 25.31
|