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data/model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.log
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| 1 |
+
2024-05-25 06:21:42,561 - INFO -
|
| 2 |
+
num_classes 62
|
| 3 |
+
2024-05-25 06:21:42,561 - INFO - num train 363571
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| 4 |
+
2024-05-25 06:21:42,561 - INFO - num val 53041
|
| 5 |
+
2024-05-25 06:21:42,561 - INFO - train loss full_loss
|
| 6 |
+
2024-05-25 06:21:42,561 - INFO - model name ../models/sphere2vec_sphereCplus/model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 7 |
+
2024-05-25 06:21:42,561 - INFO - num users 1
|
| 8 |
+
2024-05-25 06:21:42,807 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-25 06:21:45,288 - INFO - [6144/363571] Loss : 1.9566
|
| 11 |
+
2024-05-25 06:22:03,947 - INFO - Test loss : 0.8911
|
| 12 |
+
2024-05-25 06:22:03,947 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-25 06:22:06,444 - INFO - [6144/363571] Loss : 1.6483
|
| 15 |
+
2024-05-25 06:22:26,211 - INFO - Test loss : 0.8283
|
| 16 |
+
2024-05-25 06:22:26,212 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-25 06:22:28,256 - INFO - [6144/363571] Loss : 1.5326
|
| 19 |
+
2024-05-25 06:22:44,087 - INFO - Test loss : 0.7512
|
| 20 |
+
2024-05-25 06:22:44,087 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-25 06:22:46,358 - INFO - [6144/363571] Loss : 1.4451
|
| 23 |
+
2024-05-25 06:23:02,670 - INFO - Test loss : 0.7096
|
| 24 |
+
2024-05-25 06:23:02,670 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-25 06:23:05,044 - INFO - [6144/363571] Loss : 1.4253
|
| 27 |
+
2024-05-25 06:23:20,557 - INFO - Test loss : 0.6772
|
| 28 |
+
2024-05-25 06:23:20,557 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-25 06:23:22,840 - INFO - [6144/363571] Loss : 1.3841
|
| 31 |
+
2024-05-25 06:23:39,283 - INFO - Test loss : 0.6916
|
| 32 |
+
2024-05-25 06:23:39,283 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-25 06:23:41,351 - INFO - [6144/363571] Loss : 1.3823
|
| 35 |
+
2024-05-25 06:23:57,509 - INFO - Test loss : 0.6867
|
| 36 |
+
2024-05-25 06:23:57,509 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-25 06:23:59,174 - INFO - [6144/363571] Loss : 1.3644
|
| 39 |
+
2024-05-25 06:24:15,832 - INFO - Test loss : 0.6713
|
| 40 |
+
2024-05-25 06:24:15,832 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-25 06:24:17,641 - INFO - [6144/363571] Loss : 1.3473
|
| 43 |
+
2024-05-25 06:24:36,092 - INFO - Test loss : 0.6575
|
| 44 |
+
2024-05-25 06:24:36,092 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-25 06:24:38,141 - INFO - [6144/363571] Loss : 1.3370
|
| 47 |
+
2024-05-25 06:24:58,627 - INFO - Test loss : 0.6645
|
| 48 |
+
2024-05-25 06:24:58,627 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-25 06:25:00,735 - INFO - [6144/363571] Loss : 1.3314
|
| 51 |
+
2024-05-25 06:25:17,520 - INFO - Test loss : 0.6764
|
| 52 |
+
2024-05-25 06:25:17,917 - INFO - (53041,)
|
| 53 |
+
2024-05-25 06:25:18,071 - INFO - Split ID: 0
|
| 54 |
+
2024-05-25 06:25:18,091 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 15.21
|
| 55 |
+
2024-05-25 06:25:18,093 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 29.41
|
| 56 |
+
2024-05-25 06:25:18,095 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 36.71
|
| 57 |
+
2024-05-25 06:25:18,097 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 50.6
|
| 58 |
+
2024-05-25 06:25:18,103 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-25 06:25:18,109 - INFO - (53041,)
|
| 61 |
+
2024-05-25 06:25:18,265 - INFO - Split ID: 0
|
| 62 |
+
2024-05-25 06:25:18,265 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 63 |
+
2024-05-25 06:25:18,265 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 64 |
+
2024-05-25 06:25:18,265 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 65 |
+
2024-05-25 06:25:18,266 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 66 |
+
2024-05-25 06:25:46,484 - INFO - Split ID: 0
|
| 67 |
+
2024-05-25 06:25:46,484 - INFO - Top 1 (Epoch 10)acc (%): 70.36
|
| 68 |
+
2024-05-25 06:25:46,484 - INFO - Top 3 (Epoch 10)acc (%): 85.12
|
| 69 |
+
2024-05-25 06:25:46,484 - INFO - Top 5 (Epoch 10)acc (%): 89.72
|
| 70 |
+
2024-05-25 06:25:46,484 - INFO - Top 10 (Epoch 10)acc (%): 94.57
|
| 71 |
+
2024-05-25 06:25:46,485 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-25 06:25:48,075 - INFO - [6144/363571] Loss : 1.3027
|
| 74 |
+
2024-05-25 06:26:05,132 - INFO - Test loss : 0.6384
|
| 75 |
+
2024-05-25 06:26:05,132 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-25 06:26:06,974 - INFO - [6144/363571] Loss : 1.3148
|
| 78 |
+
2024-05-25 06:26:23,707 - INFO - Test loss : 0.6477
|
| 79 |
+
2024-05-25 06:26:23,707 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-25 06:26:25,629 - INFO - [6144/363571] Loss : 1.2819
|
| 82 |
+
2024-05-25 06:26:41,785 - INFO - Test loss : 0.6578
|
| 83 |
+
2024-05-25 06:26:41,785 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-25 06:26:43,496 - INFO - [6144/363571] Loss : 1.2911
|
| 86 |
+
2024-05-25 06:27:01,414 - INFO - Test loss : 0.6327
|
| 87 |
+
2024-05-25 06:27:01,414 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-25 06:27:03,856 - INFO - [6144/363571] Loss : 1.2761
|
| 90 |
+
2024-05-25 06:27:23,148 - INFO - Test loss : 0.6451
|
| 91 |
+
2024-05-25 06:27:23,149 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-25 06:27:25,904 - INFO - [6144/363571] Loss : 1.2775
|
| 94 |
+
2024-05-25 06:27:42,280 - INFO - Test loss : 0.6573
|
| 95 |
+
2024-05-25 06:27:42,280 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-25 06:27:45,052 - INFO - [6144/363571] Loss : 1.2709
|
| 98 |
+
2024-05-25 06:28:01,410 - INFO - Test loss : 0.6419
|
| 99 |
+
2024-05-25 06:28:01,410 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-25 06:28:03,750 - INFO - [6144/363571] Loss : 1.2585
|
| 102 |
+
2024-05-25 06:28:19,575 - INFO - Test loss : 0.6449
|
| 103 |
+
2024-05-25 06:28:19,575 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-25 06:28:21,960 - INFO - [6144/363571] Loss : 1.2453
|
| 106 |
+
2024-05-25 06:28:38,144 - INFO - Test loss : 0.6506
|
| 107 |
+
2024-05-25 06:28:38,145 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-25 06:28:39,908 - INFO - [6144/363571] Loss : 1.2401
|
| 110 |
+
2024-05-25 06:28:56,174 - INFO - Test loss : 0.6353
|
| 111 |
+
2024-05-25 06:28:56,563 - INFO - (53041,)
|
| 112 |
+
2024-05-25 06:28:56,723 - INFO - Split ID: 0
|
| 113 |
+
2024-05-25 06:28:56,742 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 17.79
|
| 114 |
+
2024-05-25 06:28:56,744 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 31.56
|
| 115 |
+
2024-05-25 06:28:56,746 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 39.58
|
| 116 |
+
2024-05-25 06:28:56,748 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 54.34
|
| 117 |
+
2024-05-25 06:28:56,755 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-25 06:28:56,763 - INFO - (53041,)
|
| 120 |
+
2024-05-25 06:28:56,921 - INFO - Split ID: 0
|
| 121 |
+
2024-05-25 06:28:56,921 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 122 |
+
2024-05-25 06:28:56,921 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 123 |
+
2024-05-25 06:28:56,921 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 124 |
+
2024-05-25 06:28:56,922 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 125 |
+
2024-05-25 06:29:24,147 - INFO - Split ID: 0
|
| 126 |
+
2024-05-25 06:29:24,147 - INFO - Top 1 (Epoch 20)acc (%): 70.57
|
| 127 |
+
2024-05-25 06:29:24,147 - INFO - Top 3 (Epoch 20)acc (%): 85.28
|
| 128 |
+
2024-05-25 06:29:24,147 - INFO - Top 5 (Epoch 20)acc (%): 89.87
|
| 129 |
+
2024-05-25 06:29:24,147 - INFO - Top 10 (Epoch 20)acc (%): 94.7
|
| 130 |
+
2024-05-25 06:29:24,148 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-25 06:29:26,310 - INFO - [6144/363571] Loss : 1.2508
|
| 133 |
+
2024-05-25 06:29:46,568 - INFO - Test loss : 0.6185
|
| 134 |
+
2024-05-25 06:29:46,568 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-25 06:29:48,666 - INFO - [6144/363571] Loss : 1.2334
|
| 137 |
+
2024-05-25 06:30:04,612 - INFO - Test loss : 0.6410
|
| 138 |
+
2024-05-25 06:30:04,612 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-25 06:30:05,055 - INFO - [6144/363571] Loss : 1.2313
|
| 141 |
+
2024-05-25 06:30:07,507 - INFO - Test loss : 0.6332
|
| 142 |
+
2024-05-25 06:30:07,507 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-25 06:30:07,861 - INFO - [6144/363571] Loss : 1.2403
|
| 145 |
+
2024-05-25 06:30:10,223 - INFO - Test loss : 0.6130
|
| 146 |
+
2024-05-25 06:30:10,223 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-25 06:30:10,586 - INFO - [6144/363571] Loss : 1.2284
|
| 149 |
+
2024-05-25 06:30:13,050 - INFO - Test loss : 0.6397
|
| 150 |
+
2024-05-25 06:30:13,050 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-25 06:30:13,410 - INFO - [6144/363571] Loss : 1.2173
|
| 153 |
+
2024-05-25 06:30:15,748 - INFO - Test loss : 0.6434
|
| 154 |
+
2024-05-25 06:30:15,748 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-25 06:30:16,109 - INFO - [6144/363571] Loss : 1.2205
|
| 157 |
+
2024-05-25 06:30:18,532 - INFO - Test loss : 0.6267
|
| 158 |
+
2024-05-25 06:30:18,532 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-25 06:30:18,894 - INFO - [6144/363571] Loss : 1.2188
|
| 161 |
+
2024-05-25 06:30:21,268 - INFO - Test loss : 0.6240
|
| 162 |
+
2024-05-25 06:30:21,268 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-25 06:30:21,687 - INFO - [6144/363571] Loss : 1.2151
|
| 165 |
+
2024-05-25 06:30:24,078 - INFO - Test loss : 0.6190
|
| 166 |
+
2024-05-25 06:30:24,078 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-25 06:30:24,436 - INFO - [6144/363571] Loss : 1.2172
|
| 169 |
+
2024-05-25 06:30:26,784 - INFO - Test loss : 0.6399
|
| 170 |
+
2024-05-25 06:30:27,193 - INFO - (53041,)
|
| 171 |
+
2024-05-25 06:30:27,787 - INFO - Split ID: 0
|
| 172 |
+
2024-05-25 06:30:27,805 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 18.45
|
| 173 |
+
2024-05-25 06:30:27,807 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 31.45
|
| 174 |
+
2024-05-25 06:30:27,808 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 38.83
|
| 175 |
+
2024-05-25 06:30:27,810 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 53.04
|
| 176 |
+
2024-05-25 06:30:27,820 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-25 06:30:27,827 - INFO - (53041,)
|
| 179 |
+
2024-05-25 06:30:28,004 - INFO - Split ID: 0
|
| 180 |
+
2024-05-25 06:30:28,004 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 181 |
+
2024-05-25 06:30:28,004 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 182 |
+
2024-05-25 06:30:28,004 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 183 |
+
2024-05-25 06:30:28,004 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 184 |
+
2024-05-25 06:30:47,479 - INFO - Split ID: 0
|
| 185 |
+
2024-05-25 06:30:47,479 - INFO - Top 1 (Epoch 30)acc (%): 70.67
|
| 186 |
+
2024-05-25 06:30:47,479 - INFO - Top 3 (Epoch 30)acc (%): 85.38
|
| 187 |
+
2024-05-25 06:30:47,479 - INFO - Top 5 (Epoch 30)acc (%): 89.93
|
| 188 |
+
2024-05-25 06:30:47,479 - INFO - Top 10 (Epoch 30)acc (%): 94.76
|
| 189 |
+
2024-05-25 06:30:47,480 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-25 06:30:47,827 - INFO - [6144/363571] Loss : 1.1879
|
| 192 |
+
2024-05-25 06:30:50,262 - INFO - Test loss : 0.6622
|
| 193 |
+
2024-05-25 06:30:50,263 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-25 06:30:50,617 - INFO - [6144/363571] Loss : 1.2020
|
| 196 |
+
2024-05-25 06:30:52,967 - INFO - Test loss : 0.6256
|
| 197 |
+
2024-05-25 06:30:52,967 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-25 06:30:53,344 - INFO - [6144/363571] Loss : 1.2151
|
| 200 |
+
2024-05-25 06:30:55,798 - INFO - Test loss : 0.6110
|
| 201 |
+
2024-05-25 06:30:55,798 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-25 06:30:56,152 - INFO - [6144/363571] Loss : 1.1957
|
| 204 |
+
2024-05-25 06:30:58,466 - INFO - Test loss : 0.6283
|
| 205 |
+
2024-05-25 06:30:58,466 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-25 06:30:58,872 - INFO - [6144/363571] Loss : 1.2099
|
| 208 |
+
2024-05-25 06:31:01,249 - INFO - Test loss : 0.6262
|
| 209 |
+
2024-05-25 06:31:01,249 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-25 06:31:01,604 - INFO - [6144/363571] Loss : 1.1851
|
| 212 |
+
2024-05-25 06:31:03,921 - INFO - Test loss : 0.6340
|
| 213 |
+
2024-05-25 06:31:03,921 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-25 06:31:04,280 - INFO - [6144/363571] Loss : 1.2054
|
| 216 |
+
2024-05-25 06:31:06,700 - INFO - Test loss : 0.6229
|
| 217 |
+
2024-05-25 06:31:06,700 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-25 06:31:07,056 - INFO - [6144/363571] Loss : 1.1864
|
| 220 |
+
2024-05-25 06:31:09,367 - INFO - Test loss : 0.6213
|
| 221 |
+
2024-05-25 06:31:09,367 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-25 06:31:09,733 - INFO - [6144/363571] Loss : 1.1784
|
| 224 |
+
2024-05-25 06:31:12,179 - INFO - Test loss : 0.6137
|
| 225 |
+
2024-05-25 06:31:12,179 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-25 06:31:12,537 - INFO - [6144/363571] Loss : 1.1668
|
| 228 |
+
2024-05-25 06:31:14,884 - INFO - Test loss : 0.6208
|
| 229 |
+
2024-05-25 06:31:15,254 - INFO - (53041,)
|
| 230 |
+
2024-05-25 06:31:15,408 - INFO - Split ID: 0
|
| 231 |
+
2024-05-25 06:31:15,426 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 18.82
|
| 232 |
+
2024-05-25 06:31:15,428 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 33.03
|
| 233 |
+
2024-05-25 06:31:15,430 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 41.18
|
| 234 |
+
2024-05-25 06:31:15,432 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 55.29
|
| 235 |
+
2024-05-25 06:31:15,439 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-25 06:31:15,446 - INFO - (53041,)
|
| 238 |
+
2024-05-25 06:31:15,603 - INFO - Split ID: 0
|
| 239 |
+
2024-05-25 06:31:15,603 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 240 |
+
2024-05-25 06:31:15,603 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 241 |
+
2024-05-25 06:31:15,603 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 242 |
+
2024-05-25 06:31:15,603 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 243 |
+
2024-05-25 06:31:40,654 - INFO - Split ID: 0
|
| 244 |
+
2024-05-25 06:31:40,654 - INFO - Top 1 (Epoch 40)acc (%): 70.74
|
| 245 |
+
2024-05-25 06:31:40,654 - INFO - Top 3 (Epoch 40)acc (%): 85.47
|
| 246 |
+
2024-05-25 06:31:40,654 - INFO - Top 5 (Epoch 40)acc (%): 89.96
|
| 247 |
+
2024-05-25 06:31:40,654 - INFO - Top 10 (Epoch 40)acc (%): 94.79
|
| 248 |
+
2024-05-25 06:31:40,655 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-25 06:31:41,979 - INFO - [6144/363571] Loss : 1.1755
|
| 251 |
+
2024-05-25 06:31:52,059 - INFO - Test loss : 0.6243
|
| 252 |
+
2024-05-25 06:31:52,059 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-25 06:31:53,325 - INFO - [6144/363571] Loss : 1.1700
|
| 255 |
+
2024-05-25 06:32:03,316 - INFO - Test loss : 0.6129
|
| 256 |
+
2024-05-25 06:32:03,316 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-25 06:32:04,576 - INFO - [6144/363571] Loss : 1.1607
|
| 259 |
+
2024-05-25 06:32:14,722 - INFO - Test loss : 0.6221
|
| 260 |
+
2024-05-25 06:32:14,722 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-25 06:32:15,989 - INFO - [6144/363571] Loss : 1.1682
|
| 263 |
+
2024-05-25 06:32:25,960 - INFO - Test loss : 0.6147
|
| 264 |
+
2024-05-25 06:32:25,961 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-25 06:32:27,228 - INFO - [6144/363571] Loss : 1.1629
|
| 267 |
+
2024-05-25 06:32:37,619 - INFO - Test loss : 0.6085
|
| 268 |
+
2024-05-25 06:32:37,619 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-25 06:32:39,868 - INFO - [6144/363571] Loss : 1.1682
|
| 271 |
+
2024-05-25 06:32:55,694 - INFO - Test loss : 0.6193
|
| 272 |
+
2024-05-25 06:32:55,694 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-25 06:32:57,540 - INFO - [6144/363571] Loss : 1.1666
|
| 275 |
+
2024-05-25 06:33:14,267 - INFO - Test loss : 0.6048
|
| 276 |
+
2024-05-25 06:33:14,267 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-25 06:33:16,111 - INFO - [6144/363571] Loss : 1.1676
|
| 279 |
+
2024-05-25 06:33:32,538 - INFO - Test loss : 0.6124
|
| 280 |
+
2024-05-25 06:33:32,538 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-25 06:33:34,336 - INFO - [6144/363571] Loss : 1.1507
|
| 283 |
+
2024-05-25 06:33:50,341 - INFO - Test loss : 0.6333
|
| 284 |
+
2024-05-25 06:33:50,341 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-25 06:33:52,740 - INFO - [6144/363571] Loss : 1.1646
|
| 287 |
+
2024-05-25 06:34:08,736 - INFO - Test loss : 0.6193
|
| 288 |
+
2024-05-25 06:34:09,137 - INFO - (53041,)
|
| 289 |
+
2024-05-25 06:34:09,292 - INFO - Split ID: 0
|
| 290 |
+
2024-05-25 06:34:09,310 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 19.01
|
| 291 |
+
2024-05-25 06:34:09,312 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 33.39
|
| 292 |
+
2024-05-25 06:34:09,314 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 41.6
|
| 293 |
+
2024-05-25 06:34:09,316 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 56.5
|
| 294 |
+
2024-05-25 06:34:09,323 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-25 06:34:09,330 - INFO - (53041,)
|
| 297 |
+
2024-05-25 06:34:09,488 - INFO - Split ID: 0
|
| 298 |
+
2024-05-25 06:34:09,488 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 299 |
+
2024-05-25 06:34:09,488 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 300 |
+
2024-05-25 06:34:09,489 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 301 |
+
2024-05-25 06:34:09,489 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 302 |
+
2024-05-25 06:34:37,512 - INFO - Split ID: 0
|
| 303 |
+
2024-05-25 06:34:37,513 - INFO - Top 1 (Epoch 50)acc (%): 70.78
|
| 304 |
+
2024-05-25 06:34:37,513 - INFO - Top 3 (Epoch 50)acc (%): 85.45
|
| 305 |
+
2024-05-25 06:34:37,513 - INFO - Top 5 (Epoch 50)acc (%): 89.98
|
| 306 |
+
2024-05-25 06:34:37,513 - INFO - Top 10 (Epoch 50)acc (%): 94.79
|
| 307 |
+
2024-05-25 06:34:37,514 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-25 06:34:39,878 - INFO - [6144/363571] Loss : 1.1423
|
| 310 |
+
2024-05-25 06:35:00,264 - INFO - Test loss : 0.6046
|
| 311 |
+
2024-05-25 06:35:00,264 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-25 06:35:02,339 - INFO - [6144/363571] Loss : 1.1566
|
| 314 |
+
2024-05-25 06:35:18,621 - INFO - Test loss : 0.6008
|
| 315 |
+
2024-05-25 06:35:18,621 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-25 06:35:20,977 - INFO - [6144/363571] Loss : 1.1482
|
| 318 |
+
2024-05-25 06:35:37,083 - INFO - Test loss : 0.6140
|
| 319 |
+
2024-05-25 06:35:37,083 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-25 06:35:39,294 - INFO - [6144/363571] Loss : 1.1378
|
| 322 |
+
2024-05-25 06:35:55,080 - INFO - Test loss : 0.6410
|
| 323 |
+
2024-05-25 06:35:55,080 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-25 06:35:57,492 - INFO - [6144/363571] Loss : 1.1414
|
| 326 |
+
2024-05-25 06:36:14,100 - INFO - Test loss : 0.6236
|
| 327 |
+
2024-05-25 06:36:14,101 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-25 06:36:15,928 - INFO - [6144/363571] Loss : 1.1352
|
| 330 |
+
2024-05-25 06:36:32,607 - INFO - Test loss : 0.5928
|
| 331 |
+
2024-05-25 06:36:32,607 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-25 06:36:34,411 - INFO - [6144/363571] Loss : 1.1424
|
| 334 |
+
2024-05-25 06:36:50,528 - INFO - Test loss : 0.6099
|
| 335 |
+
2024-05-25 06:36:50,528 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-25 06:36:52,793 - INFO - [6144/363571] Loss : 1.1266
|
| 338 |
+
2024-05-25 06:37:09,803 - INFO - Test loss : 0.6244
|
| 339 |
+
2024-05-25 06:37:09,803 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-25 06:37:12,587 - INFO - [6144/363571] Loss : 1.1273
|
| 342 |
+
2024-05-25 06:37:32,137 - INFO - Test loss : 0.6112
|
| 343 |
+
2024-05-25 06:37:32,137 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-25 06:37:34,521 - INFO - [6144/363571] Loss : 1.1161
|
| 346 |
+
2024-05-25 06:37:51,563 - INFO - Test loss : 0.6080
|
| 347 |
+
2024-05-25 06:37:51,925 - INFO - (53041,)
|
| 348 |
+
2024-05-25 06:37:52,082 - INFO - Split ID: 0
|
| 349 |
+
2024-05-25 06:37:52,104 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 20.04
|
| 350 |
+
2024-05-25 06:37:52,106 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 34.17
|
| 351 |
+
2024-05-25 06:37:52,108 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 42.34
|
| 352 |
+
2024-05-25 06:37:52,110 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 57.14
|
| 353 |
+
2024-05-25 06:37:52,116 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-25 06:37:52,121 - INFO - (53041,)
|
| 356 |
+
2024-05-25 06:37:52,279 - INFO - Split ID: 0
|
| 357 |
+
2024-05-25 06:37:52,279 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 358 |
+
2024-05-25 06:37:52,279 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 359 |
+
2024-05-25 06:37:52,279 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 360 |
+
2024-05-25 06:37:52,279 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 361 |
+
2024-05-25 06:38:20,715 - INFO - Split ID: 0
|
| 362 |
+
2024-05-25 06:38:20,715 - INFO - Top 1 (Epoch 60)acc (%): 70.78
|
| 363 |
+
2024-05-25 06:38:20,716 - INFO - Top 3 (Epoch 60)acc (%): 85.49
|
| 364 |
+
2024-05-25 06:38:20,716 - INFO - Top 5 (Epoch 60)acc (%): 90.02
|
| 365 |
+
2024-05-25 06:38:20,716 - INFO - Top 10 (Epoch 60)acc (%): 94.83
|
| 366 |
+
2024-05-25 06:38:20,716 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-25 06:38:23,151 - INFO - [6144/363571] Loss : 1.1319
|
| 369 |
+
2024-05-25 06:38:39,488 - INFO - Test loss : 0.6073
|
| 370 |
+
2024-05-25 06:38:39,488 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-25 06:38:41,743 - INFO - [6144/363571] Loss : 1.1323
|
| 373 |
+
2024-05-25 06:38:57,665 - INFO - Test loss : 0.5992
|
| 374 |
+
2024-05-25 06:38:57,666 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-25 06:38:59,894 - INFO - [6144/363571] Loss : 1.1231
|
| 377 |
+
2024-05-25 06:39:15,693 - INFO - Test loss : 0.6101
|
| 378 |
+
2024-05-25 06:39:15,693 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-25 06:39:17,483 - INFO - [6144/363571] Loss : 1.1303
|
| 381 |
+
2024-05-25 06:39:34,531 - INFO - Test loss : 0.6199
|
| 382 |
+
2024-05-25 06:39:34,532 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-25 06:39:36,867 - INFO - [6144/363571] Loss : 1.1132
|
| 385 |
+
2024-05-25 06:39:55,980 - INFO - Test loss : 0.6135
|
| 386 |
+
2024-05-25 06:39:55,981 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-25 06:39:58,540 - INFO - [6144/363571] Loss : 1.1219
|
| 389 |
+
2024-05-25 06:40:16,575 - INFO - Test loss : 0.6084
|
| 390 |
+
2024-05-25 06:40:16,575 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-25 06:40:18,405 - INFO - [6144/363571] Loss : 1.1235
|
| 393 |
+
2024-05-25 06:40:34,715 - INFO - Test loss : 0.6040
|
| 394 |
+
2024-05-25 06:40:34,715 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-25 06:40:36,346 - INFO - [6144/363571] Loss : 1.1281
|
| 397 |
+
2024-05-25 06:40:52,861 - INFO - Test loss : 0.6060
|
| 398 |
+
2024-05-25 06:40:52,862 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-25 06:40:54,358 - INFO - [6144/363571] Loss : 1.1242
|
| 401 |
+
2024-05-25 06:41:11,653 - INFO - Test loss : 0.6047
|
| 402 |
+
2024-05-25 06:41:11,653 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-25 06:41:13,314 - INFO - [6144/363571] Loss : 1.1123
|
| 405 |
+
2024-05-25 06:41:30,081 - INFO - Test loss : 0.6067
|
| 406 |
+
2024-05-25 06:41:30,463 - INFO - (53041,)
|
| 407 |
+
2024-05-25 06:41:30,616 - INFO - Split ID: 0
|
| 408 |
+
2024-05-25 06:41:30,635 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 19.82
|
| 409 |
+
2024-05-25 06:41:30,637 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 34.29
|
| 410 |
+
2024-05-25 06:41:30,639 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 42.78
|
| 411 |
+
2024-05-25 06:41:30,641 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 57.09
|
| 412 |
+
2024-05-25 06:41:30,649 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-25 06:41:30,654 - INFO - (53041,)
|
| 415 |
+
2024-05-25 06:41:30,810 - INFO - Split ID: 0
|
| 416 |
+
2024-05-25 06:41:30,810 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 417 |
+
2024-05-25 06:41:30,810 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 418 |
+
2024-05-25 06:41:30,810 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 419 |
+
2024-05-25 06:41:30,810 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 420 |
+
2024-05-25 06:41:58,757 - INFO - Split ID: 0
|
| 421 |
+
2024-05-25 06:41:58,757 - INFO - Top 1 (Epoch 70)acc (%): 70.84
|
| 422 |
+
2024-05-25 06:41:58,757 - INFO - Top 3 (Epoch 70)acc (%): 85.51
|
| 423 |
+
2024-05-25 06:41:58,757 - INFO - Top 5 (Epoch 70)acc (%): 90.03
|
| 424 |
+
2024-05-25 06:41:58,757 - INFO - Top 10 (Epoch 70)acc (%): 94.85
|
| 425 |
+
2024-05-25 06:41:58,758 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-25 06:42:00,632 - INFO - [6144/363571] Loss : 1.1192
|
| 428 |
+
2024-05-25 06:42:20,768 - INFO - Test loss : 0.6087
|
| 429 |
+
2024-05-25 06:42:20,768 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-25 06:42:23,175 - INFO - [6144/363571] Loss : 1.1072
|
| 432 |
+
2024-05-25 06:42:41,015 - INFO - Test loss : 0.6170
|
| 433 |
+
2024-05-25 06:42:41,015 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-25 06:42:43,452 - INFO - [6144/363571] Loss : 1.1172
|
| 436 |
+
2024-05-25 06:42:59,920 - INFO - Test loss : 0.6160
|
| 437 |
+
2024-05-25 06:42:59,920 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-25 06:43:02,013 - INFO - [6144/363571] Loss : 1.1180
|
| 440 |
+
2024-05-25 06:43:18,359 - INFO - Test loss : 0.6144
|
| 441 |
+
2024-05-25 06:43:18,359 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-25 06:43:20,243 - INFO - [6144/363571] Loss : 1.1060
|
| 444 |
+
2024-05-25 06:43:36,419 - INFO - Test loss : 0.5993
|
| 445 |
+
2024-05-25 06:43:36,419 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-25 06:43:38,685 - INFO - [6144/363571] Loss : 1.1191
|
| 448 |
+
2024-05-25 06:43:54,801 - INFO - Test loss : 0.5954
|
| 449 |
+
2024-05-25 06:43:54,801 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-25 06:43:57,593 - INFO - [6144/363571] Loss : 1.1036
|
| 452 |
+
2024-05-25 06:44:13,945 - INFO - Test loss : 0.5967
|
| 453 |
+
2024-05-25 06:44:13,951 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-25 06:44:16,291 - INFO - [6144/363571] Loss : 1.1166
|
| 456 |
+
2024-05-25 06:44:32,125 - INFO - Test loss : 0.6028
|
| 457 |
+
2024-05-25 06:44:32,126 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-25 06:44:34,393 - INFO - [6144/363571] Loss : 1.1040
|
| 460 |
+
2024-05-25 06:44:54,070 - INFO - Test loss : 0.6032
|
| 461 |
+
2024-05-25 06:44:54,070 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-25 06:44:55,877 - INFO - [6144/363571] Loss : 1.1126
|
| 464 |
+
2024-05-25 06:45:15,341 - INFO - Test loss : 0.6060
|
| 465 |
+
2024-05-25 06:45:15,708 - INFO - (53041,)
|
| 466 |
+
2024-05-25 06:45:15,863 - INFO - Split ID: 0
|
| 467 |
+
2024-05-25 06:45:15,881 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 19.97
|
| 468 |
+
2024-05-25 06:45:15,882 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 34.26
|
| 469 |
+
2024-05-25 06:45:15,884 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 42.65
|
| 470 |
+
2024-05-25 06:45:15,886 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 57.06
|
| 471 |
+
2024-05-25 06:45:15,893 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-25 06:45:15,899 - INFO - (53041,)
|
| 474 |
+
2024-05-25 06:45:16,054 - INFO - Split ID: 0
|
| 475 |
+
2024-05-25 06:45:16,055 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 476 |
+
2024-05-25 06:45:16,055 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 477 |
+
2024-05-25 06:45:16,055 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 478 |
+
2024-05-25 06:45:16,055 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 479 |
+
2024-05-25 06:45:44,010 - INFO - Split ID: 0
|
| 480 |
+
2024-05-25 06:45:44,010 - INFO - Top 1 (Epoch 80)acc (%): 70.84
|
| 481 |
+
2024-05-25 06:45:44,011 - INFO - Top 3 (Epoch 80)acc (%): 85.5
|
| 482 |
+
2024-05-25 06:45:44,011 - INFO - Top 5 (Epoch 80)acc (%): 90.06
|
| 483 |
+
2024-05-25 06:45:44,011 - INFO - Top 10 (Epoch 80)acc (%): 94.85
|
| 484 |
+
2024-05-25 06:45:44,011 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-25 06:45:46,186 - INFO - [6144/363571] Loss : 1.1016
|
| 487 |
+
2024-05-25 06:46:02,891 - INFO - Test loss : 0.6076
|
| 488 |
+
2024-05-25 06:46:02,891 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-25 06:46:04,675 - INFO - [6144/363571] Loss : 1.1070
|
| 491 |
+
2024-05-25 06:46:21,420 - INFO - Test loss : 0.6099
|
| 492 |
+
2024-05-25 06:46:21,420 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-25 06:46:24,119 - INFO - [6144/363571] Loss : 1.1061
|
| 495 |
+
2024-05-25 06:46:40,002 - INFO - Test loss : 0.6113
|
| 496 |
+
2024-05-25 06:46:40,002 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-25 06:46:42,421 - INFO - [6144/363571] Loss : 1.0860
|
| 499 |
+
2024-05-25 06:46:58,412 - INFO - Test loss : 0.6108
|
| 500 |
+
2024-05-25 06:46:58,413 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-25 06:47:00,837 - INFO - [6144/363571] Loss : 1.1020
|
| 503 |
+
2024-05-25 06:47:19,531 - INFO - Test loss : 0.6042
|
| 504 |
+
2024-05-25 06:47:19,531 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-25 06:47:21,838 - INFO - [6144/363571] Loss : 1.0946
|
| 507 |
+
2024-05-25 06:47:41,011 - INFO - Test loss : 0.6023
|
| 508 |
+
2024-05-25 06:47:41,011 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-25 06:47:43,782 - INFO - [6144/363571] Loss : 1.0915
|
| 511 |
+
2024-05-25 06:47:59,602 - INFO - Test loss : 0.6051
|
| 512 |
+
2024-05-25 06:47:59,602 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-25 06:48:01,394 - INFO - [6144/363571] Loss : 1.0923
|
| 515 |
+
2024-05-25 06:48:17,971 - INFO - Test loss : 0.6121
|
| 516 |
+
2024-05-25 06:48:17,971 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-25 06:48:19,758 - INFO - [6144/363571] Loss : 1.0830
|
| 519 |
+
2024-05-25 06:48:35,817 - INFO - Test loss : 0.6116
|
| 520 |
+
2024-05-25 06:48:35,817 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-25 06:48:38,252 - INFO - [6144/363571] Loss : 1.0983
|
| 523 |
+
2024-05-25 06:48:54,069 - INFO - Test loss : 0.6061
|
| 524 |
+
2024-05-25 06:48:54,477 - INFO - (53041,)
|
| 525 |
+
2024-05-25 06:48:54,631 - INFO - Split ID: 0
|
| 526 |
+
2024-05-25 06:48:54,649 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 20.08
|
| 527 |
+
2024-05-25 06:48:54,651 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 34.53
|
| 528 |
+
2024-05-25 06:48:54,653 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 42.63
|
| 529 |
+
2024-05-25 06:48:54,655 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 57.21
|
| 530 |
+
2024-05-25 06:48:54,662 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-25 06:48:54,668 - INFO - (53041,)
|
| 533 |
+
2024-05-25 06:48:54,826 - INFO - Split ID: 0
|
| 534 |
+
2024-05-25 06:48:54,826 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 535 |
+
2024-05-25 06:48:54,826 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 536 |
+
2024-05-25 06:48:54,827 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 537 |
+
2024-05-25 06:48:54,827 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 538 |
+
2024-05-25 06:49:22,758 - INFO - Split ID: 0
|
| 539 |
+
2024-05-25 06:49:22,758 - INFO - Top 1 (Epoch 90)acc (%): 70.87
|
| 540 |
+
2024-05-25 06:49:22,758 - INFO - Top 3 (Epoch 90)acc (%): 85.55
|
| 541 |
+
2024-05-25 06:49:22,759 - INFO - Top 5 (Epoch 90)acc (%): 90.05
|
| 542 |
+
2024-05-25 06:49:22,759 - INFO - Top 10 (Epoch 90)acc (%): 94.87
|
| 543 |
+
2024-05-25 06:49:22,759 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-25 06:49:25,135 - INFO - [6144/363571] Loss : 1.0844
|
| 546 |
+
2024-05-25 06:49:43,357 - INFO - Test loss : 0.6029
|
| 547 |
+
2024-05-25 06:49:43,357 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-25 06:49:46,052 - INFO - [6144/363571] Loss : 1.0831
|
| 550 |
+
2024-05-25 06:50:05,512 - INFO - Test loss : 0.6018
|
| 551 |
+
2024-05-25 06:50:05,513 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-25 06:50:07,793 - INFO - [6144/363571] Loss : 1.0917
|
| 554 |
+
2024-05-25 06:50:24,044 - INFO - Test loss : 0.6016
|
| 555 |
+
2024-05-25 06:50:24,044 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-25 06:50:26,219 - INFO - [6144/363571] Loss : 1.0812
|
| 558 |
+
2024-05-25 06:50:42,152 - INFO - Test loss : 0.6048
|
| 559 |
+
2024-05-25 06:50:42,152 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-25 06:50:44,025 - INFO - [6144/363571] Loss : 1.1019
|
| 562 |
+
2024-05-25 06:51:00,322 - INFO - Test loss : 0.6042
|
| 563 |
+
2024-05-25 06:51:00,322 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-25 06:51:02,150 - INFO - [6144/363571] Loss : 1.0872
|
| 566 |
+
2024-05-25 06:51:18,769 - INFO - Test loss : 0.5991
|
| 567 |
+
2024-05-25 06:51:18,769 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-25 06:51:20,583 - INFO - [6144/363571] Loss : 1.0849
|
| 570 |
+
2024-05-25 06:51:37,529 - INFO - Test loss : 0.6014
|
| 571 |
+
2024-05-25 06:51:37,529 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-25 06:51:39,509 - INFO - [6144/363571] Loss : 1.0893
|
| 574 |
+
2024-05-25 06:51:56,148 - INFO - Test loss : 0.6033
|
| 575 |
+
2024-05-25 06:51:56,148 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-25 06:51:57,717 - INFO - [6144/363571] Loss : 1.0740
|
| 578 |
+
2024-05-25 06:52:15,740 - INFO - Test loss : 0.6052
|
| 579 |
+
2024-05-25 06:52:15,740 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 580 |
+
2024-05-25 06:52:15,748 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 581 |
+
2024-05-25 06:52:15,768 - INFO -
|
| 582 |
+
No prior
|
| 583 |
+
2024-05-25 06:52:15,773 - INFO - (53041,)
|
| 584 |
+
2024-05-25 06:52:15,928 - INFO - Split ID: 0
|
| 585 |
+
2024-05-25 06:52:15,929 - INFO - Top 1 acc (%): 69.83
|
| 586 |
+
2024-05-25 06:52:15,929 - INFO - Top 3 acc (%): 84.61
|
| 587 |
+
2024-05-25 06:52:15,929 - INFO - Top 5 acc (%): 89.23
|
| 588 |
+
2024-05-25 06:52:15,929 - INFO - Top 10 acc (%): 94.29
|
| 589 |
+
2024-05-25 06:52:43,929 - INFO - Split ID: 0
|
| 590 |
+
2024-05-25 06:52:43,929 - INFO - Top 1 acc (%): 70.93
|
| 591 |
+
2024-05-25 06:52:43,929 - INFO - Top 3 acc (%): 85.56
|
| 592 |
+
2024-05-25 06:52:43,930 - INFO - Top 5 acc (%): 90.08
|
| 593 |
+
2024-05-25 06:52:43,930 - INFO - Top 10 acc (%): 94.91
|
| 594 |
+
2024-05-25 06:52:43,930 - INFO -
|
| 595 |
+
Sphere2Vec-sphereC+
|
| 596 |
+
2024-05-25 06:52:43,930 - INFO - Model : model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 597 |
+
2024-05-25 06:52:44,340 - INFO - (53041,)
|
| 598 |
+
2024-05-25 06:52:44,497 - INFO - Split ID: 0
|
| 599 |
+
2024-05-25 06:52:44,516 - INFO - Top 1 LocEnc acc (%): 20.48
|
| 600 |
+
2024-05-25 06:52:44,518 - INFO - Top 3 LocEnc acc (%): 35.25
|
| 601 |
+
2024-05-25 06:52:44,520 - INFO - Top 5 LocEnc acc (%): 43.65
|
| 602 |
+
2024-05-25 06:52:44,521 - INFO - Top 10 LocEnc acc (%): 57.72
|
| 603 |
+
2024-05-30 19:25:26,519 - INFO -
|
| 604 |
+
num_classes 62
|
| 605 |
+
2024-05-30 19:25:26,558 - INFO - num train 363571
|
| 606 |
+
2024-05-30 19:25:26,558 - INFO - num val 53041
|
| 607 |
+
2024-05-30 19:25:26,558 - INFO - train loss full_loss
|
| 608 |
+
2024-05-30 19:25:26,558 - INFO - model name ../models/sphere2vec_sphereCplus/model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 609 |
+
2024-05-30 19:25:26,558 - INFO - num users 1
|
| 610 |
+
2024-05-30 19:25:26,786 - INFO -
|
| 611 |
+
Only Sphere2Vec-sphereC+
|
| 612 |
+
2024-05-30 19:25:26,787 - INFO - Model : model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 613 |
+
2024-05-30 19:25:26,863 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 614 |
+
2024-05-30 19:25:26,890 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 615 |
+
2024-05-30 19:25:26,905 - INFO -
|
| 616 |
+
No prior
|
| 617 |
+
2024-05-30 19:25:26,913 - INFO - (53041,)
|
| 618 |
+
2024-05-30 19:25:27,870 - INFO - Save results to ../eval_results/eval_fmow__val_no_prior.csv
|
| 619 |
+
2024-05-30 19:25:27,871 - INFO - Split ID: 0
|
| 620 |
+
2024-05-30 19:25:27,871 - INFO - Top 1 acc (%): 69.83
|
| 621 |
+
2024-05-30 19:25:27,871 - INFO - Top 3 acc (%): 84.61
|
| 622 |
+
2024-05-30 19:25:27,871 - INFO - Top 5 acc (%): 89.23
|
| 623 |
+
2024-05-30 19:25:27,871 - INFO - Top 10 acc (%): 94.29
|
| 624 |
+
2024-05-30 19:25:58,424 - INFO - Split ID: 0
|
| 625 |
+
2024-05-30 19:25:58,425 - INFO - Top 1 hit (%): 70.93
|
| 626 |
+
2024-05-30 19:25:58,425 - INFO - Top 3 hit (%): 85.56
|
| 627 |
+
2024-05-30 19:25:58,425 - INFO - Top 5 hit (%): 90.08
|
| 628 |
+
2024-05-30 19:25:58,425 - INFO - Top 10 hit (%): 94.91
|
| 629 |
+
2024-05-30 19:25:58,438 - INFO -
|
| 630 |
+
Only Sphere2Vec-sphereC+
|
| 631 |
+
2024-05-30 19:25:58,439 - INFO - Model : model_fmow_Sphere2Vec-sphereC+_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 632 |
+
2024-05-30 19:25:58,864 - INFO - (53041,)
|
| 633 |
+
2024-05-30 19:25:59,018 - INFO - Split ID: 0
|
| 634 |
+
2024-05-30 19:25:59,038 - INFO - Top 1 LocEnc acc (%): 20.48
|
| 635 |
+
2024-05-30 19:25:59,040 - INFO - Top 3 LocEnc acc (%): 35.25
|
| 636 |
+
2024-05-30 19:25:59,041 - INFO - Top 5 LocEnc acc (%): 43.65
|
| 637 |
+
2024-05-30 19:25:59,043 - INFO - Top 10 LocEnc acc (%): 57.72
|