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data/model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.log
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| 1 |
+
2024-05-19 18:24:53,554 - INFO -
|
| 2 |
+
num_classes 62
|
| 3 |
+
2024-05-19 18:24:53,554 - INFO - num train 363571
|
| 4 |
+
2024-05-19 18:24:53,554 - INFO - num val 53041
|
| 5 |
+
2024-05-19 18:24:53,554 - INFO - train loss full_loss
|
| 6 |
+
2024-05-19 18:24:53,554 - INFO - model name ../models/rff/model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 7 |
+
2024-05-19 18:24:53,554 - INFO - num users 1
|
| 8 |
+
2024-05-19 18:24:53,798 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-19 18:24:54,253 - INFO - [6144/363571] Loss : 1.9304
|
| 11 |
+
2024-05-19 18:24:56,306 - INFO - Test loss : 1.0310
|
| 12 |
+
2024-05-19 18:24:56,306 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-19 18:24:56,578 - INFO - [6144/363571] Loss : 1.7613
|
| 15 |
+
2024-05-19 18:24:58,518 - INFO - Test loss : 0.9623
|
| 16 |
+
2024-05-19 18:24:58,518 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-19 18:24:58,791 - INFO - [6144/363571] Loss : 1.7081
|
| 19 |
+
2024-05-19 18:25:00,829 - INFO - Test loss : 0.9027
|
| 20 |
+
2024-05-19 18:25:00,829 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-19 18:25:01,102 - INFO - [6144/363571] Loss : 1.6896
|
| 23 |
+
2024-05-19 18:25:03,043 - INFO - Test loss : 0.9005
|
| 24 |
+
2024-05-19 18:25:03,043 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-19 18:25:03,315 - INFO - [6144/363571] Loss : 1.6522
|
| 27 |
+
2024-05-19 18:25:05,351 - INFO - Test loss : 0.8996
|
| 28 |
+
2024-05-19 18:25:05,351 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-19 18:25:05,624 - INFO - [6144/363571] Loss : 1.6238
|
| 31 |
+
2024-05-19 18:25:07,590 - INFO - Test loss : 0.8379
|
| 32 |
+
2024-05-19 18:25:07,590 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-19 18:25:07,912 - INFO - [6144/363571] Loss : 1.6012
|
| 35 |
+
2024-05-19 18:25:09,860 - INFO - Test loss : 0.9245
|
| 36 |
+
2024-05-19 18:25:09,861 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-19 18:25:10,134 - INFO - [6144/363571] Loss : 1.5931
|
| 39 |
+
2024-05-19 18:25:12,130 - INFO - Test loss : 0.8051
|
| 40 |
+
2024-05-19 18:25:12,130 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-19 18:25:12,404 - INFO - [6144/363571] Loss : 1.5732
|
| 43 |
+
2024-05-19 18:25:14,443 - INFO - Test loss : 0.7864
|
| 44 |
+
2024-05-19 18:25:14,443 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-19 18:25:14,716 - INFO - [6144/363571] Loss : 1.5650
|
| 47 |
+
2024-05-19 18:25:16,654 - INFO - Test loss : 0.9027
|
| 48 |
+
2024-05-19 18:25:16,654 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-19 18:25:16,926 - INFO - [6144/363571] Loss : 1.5528
|
| 51 |
+
2024-05-19 18:25:18,974 - INFO - Test loss : 0.7492
|
| 52 |
+
2024-05-19 18:25:19,044 - INFO - (53041,)
|
| 53 |
+
2024-05-19 18:25:19,172 - INFO - Split ID: 0
|
| 54 |
+
2024-05-19 18:25:19,194 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 9.11
|
| 55 |
+
2024-05-19 18:25:19,196 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 19.33
|
| 56 |
+
2024-05-19 18:25:19,197 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 26.75
|
| 57 |
+
2024-05-19 18:25:19,199 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 41.05
|
| 58 |
+
2024-05-19 18:25:19,205 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-19 18:25:19,210 - INFO - (53041,)
|
| 61 |
+
2024-05-19 18:25:19,359 - INFO - Split ID: 0
|
| 62 |
+
2024-05-19 18:25:19,360 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 63 |
+
2024-05-19 18:25:19,360 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 64 |
+
2024-05-19 18:25:19,360 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 65 |
+
2024-05-19 18:25:19,360 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 66 |
+
2024-05-19 18:25:39,720 - INFO - Split ID: 0
|
| 67 |
+
2024-05-19 18:25:39,721 - INFO - Top 1 (Epoch 10)acc (%): 69.99
|
| 68 |
+
2024-05-19 18:25:39,721 - INFO - Top 3 (Epoch 10)acc (%): 84.73
|
| 69 |
+
2024-05-19 18:25:39,721 - INFO - Top 5 (Epoch 10)acc (%): 89.37
|
| 70 |
+
2024-05-19 18:25:39,721 - INFO - Top 10 (Epoch 10)acc (%): 94.42
|
| 71 |
+
2024-05-19 18:25:39,725 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-19 18:25:40,004 - INFO - [6144/363571] Loss : 1.5441
|
| 74 |
+
2024-05-19 18:25:41,950 - INFO - Test loss : 0.8191
|
| 75 |
+
2024-05-19 18:25:41,950 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-19 18:25:42,223 - INFO - [6144/363571] Loss : 1.5551
|
| 78 |
+
2024-05-19 18:25:44,274 - INFO - Test loss : 0.8550
|
| 79 |
+
2024-05-19 18:25:44,275 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-19 18:25:44,547 - INFO - [6144/363571] Loss : 1.5470
|
| 82 |
+
2024-05-19 18:25:46,489 - INFO - Test loss : 0.8124
|
| 83 |
+
2024-05-19 18:25:46,489 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-19 18:25:46,762 - INFO - [6144/363571] Loss : 1.5290
|
| 86 |
+
2024-05-19 18:25:48,813 - INFO - Test loss : 0.8089
|
| 87 |
+
2024-05-19 18:25:48,813 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-19 18:25:49,092 - INFO - [6144/363571] Loss : 1.5217
|
| 90 |
+
2024-05-19 18:25:51,037 - INFO - Test loss : 0.8310
|
| 91 |
+
2024-05-19 18:25:51,037 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-19 18:25:51,366 - INFO - [6144/363571] Loss : 1.5080
|
| 94 |
+
2024-05-19 18:25:53,359 - INFO - Test loss : 0.7839
|
| 95 |
+
2024-05-19 18:25:53,359 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-19 18:25:53,631 - INFO - [6144/363571] Loss : 1.5081
|
| 98 |
+
2024-05-19 18:25:55,573 - INFO - Test loss : 0.8183
|
| 99 |
+
2024-05-19 18:25:55,573 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-19 18:25:55,852 - INFO - [6144/363571] Loss : 1.5077
|
| 102 |
+
2024-05-19 18:25:57,901 - INFO - Test loss : 0.7740
|
| 103 |
+
2024-05-19 18:25:57,901 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-19 18:25:58,173 - INFO - [6144/363571] Loss : 1.4931
|
| 106 |
+
2024-05-19 18:26:00,139 - INFO - Test loss : 0.7838
|
| 107 |
+
2024-05-19 18:26:00,139 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-19 18:26:00,414 - INFO - [6144/363571] Loss : 1.4893
|
| 110 |
+
2024-05-19 18:26:02,449 - INFO - Test loss : 0.7788
|
| 111 |
+
2024-05-19 18:26:02,514 - INFO - (53041,)
|
| 112 |
+
2024-05-19 18:26:02,647 - INFO - Split ID: 0
|
| 113 |
+
2024-05-19 18:26:02,665 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 10.7
|
| 114 |
+
2024-05-19 18:26:02,667 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 21.68
|
| 115 |
+
2024-05-19 18:26:02,669 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 30.59
|
| 116 |
+
2024-05-19 18:26:02,671 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 43.36
|
| 117 |
+
2024-05-19 18:26:02,680 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-19 18:26:02,691 - INFO - (53041,)
|
| 120 |
+
2024-05-19 18:26:02,842 - INFO - Split ID: 0
|
| 121 |
+
2024-05-19 18:26:02,842 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 122 |
+
2024-05-19 18:26:02,842 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 123 |
+
2024-05-19 18:26:02,843 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 124 |
+
2024-05-19 18:26:02,843 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 125 |
+
2024-05-19 18:26:23,173 - INFO - Split ID: 0
|
| 126 |
+
2024-05-19 18:26:23,173 - INFO - Top 1 (Epoch 20)acc (%): 70.09
|
| 127 |
+
2024-05-19 18:26:23,173 - INFO - Top 3 (Epoch 20)acc (%): 84.82
|
| 128 |
+
2024-05-19 18:26:23,173 - INFO - Top 5 (Epoch 20)acc (%): 89.46
|
| 129 |
+
2024-05-19 18:26:23,173 - INFO - Top 10 (Epoch 20)acc (%): 94.45
|
| 130 |
+
2024-05-19 18:26:23,176 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-19 18:26:23,448 - INFO - [6144/363571] Loss : 1.4868
|
| 133 |
+
2024-05-19 18:26:25,382 - INFO - Test loss : 0.7902
|
| 134 |
+
2024-05-19 18:26:25,382 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-19 18:26:25,702 - INFO - [6144/363571] Loss : 1.4898
|
| 137 |
+
2024-05-19 18:26:27,694 - INFO - Test loss : 0.7509
|
| 138 |
+
2024-05-19 18:26:27,694 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-19 18:26:27,969 - INFO - [6144/363571] Loss : 1.4864
|
| 141 |
+
2024-05-19 18:26:29,912 - INFO - Test loss : 0.7632
|
| 142 |
+
2024-05-19 18:26:29,912 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-19 18:26:30,186 - INFO - [6144/363571] Loss : 1.4850
|
| 145 |
+
2024-05-19 18:26:32,217 - INFO - Test loss : 0.7623
|
| 146 |
+
2024-05-19 18:26:32,218 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-19 18:26:32,489 - INFO - [6144/363571] Loss : 1.4814
|
| 149 |
+
2024-05-19 18:26:34,418 - INFO - Test loss : 0.7420
|
| 150 |
+
2024-05-19 18:26:34,418 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-19 18:26:34,690 - INFO - [6144/363571] Loss : 1.4821
|
| 153 |
+
2024-05-19 18:26:36,721 - INFO - Test loss : 0.7605
|
| 154 |
+
2024-05-19 18:26:36,722 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-19 18:26:36,994 - INFO - [6144/363571] Loss : 1.4677
|
| 157 |
+
2024-05-19 18:26:38,930 - INFO - Test loss : 0.7484
|
| 158 |
+
2024-05-19 18:26:38,930 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-19 18:26:39,249 - INFO - [6144/363571] Loss : 1.4793
|
| 161 |
+
2024-05-19 18:26:41,218 - INFO - Test loss : 0.7704
|
| 162 |
+
2024-05-19 18:26:41,218 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-19 18:26:41,488 - INFO - [6144/363571] Loss : 1.4611
|
| 165 |
+
2024-05-19 18:26:43,419 - INFO - Test loss : 0.7489
|
| 166 |
+
2024-05-19 18:26:43,419 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-19 18:26:43,693 - INFO - [6144/363571] Loss : 1.4656
|
| 169 |
+
2024-05-19 18:26:45,737 - INFO - Test loss : 0.7687
|
| 170 |
+
2024-05-19 18:26:45,801 - INFO - (53041,)
|
| 171 |
+
2024-05-19 18:26:45,937 - INFO - Split ID: 0
|
| 172 |
+
2024-05-19 18:26:45,955 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 7.72
|
| 173 |
+
2024-05-19 18:26:45,957 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 21.54
|
| 174 |
+
2024-05-19 18:26:45,959 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 29.84
|
| 175 |
+
2024-05-19 18:26:45,960 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 43.78
|
| 176 |
+
2024-05-19 18:26:45,969 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-19 18:26:45,980 - INFO - (53041,)
|
| 179 |
+
2024-05-19 18:26:46,133 - INFO - Split ID: 0
|
| 180 |
+
2024-05-19 18:26:46,133 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 181 |
+
2024-05-19 18:26:46,133 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 182 |
+
2024-05-19 18:26:46,133 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 183 |
+
2024-05-19 18:26:46,133 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 184 |
+
2024-05-19 18:27:06,785 - INFO - Split ID: 0
|
| 185 |
+
2024-05-19 18:27:06,786 - INFO - Top 1 (Epoch 30)acc (%): 70.17
|
| 186 |
+
2024-05-19 18:27:06,786 - INFO - Top 3 (Epoch 30)acc (%): 84.9
|
| 187 |
+
2024-05-19 18:27:06,786 - INFO - Top 5 (Epoch 30)acc (%): 89.5
|
| 188 |
+
2024-05-19 18:27:06,786 - INFO - Top 10 (Epoch 30)acc (%): 94.49
|
| 189 |
+
2024-05-19 18:27:06,789 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-19 18:27:07,063 - INFO - [6144/363571] Loss : 1.4722
|
| 192 |
+
2024-05-19 18:27:09,019 - INFO - Test loss : 0.7239
|
| 193 |
+
2024-05-19 18:27:09,019 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-19 18:27:09,295 - INFO - [6144/363571] Loss : 1.4784
|
| 196 |
+
2024-05-19 18:27:11,352 - INFO - Test loss : 0.7747
|
| 197 |
+
2024-05-19 18:27:11,352 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-19 18:27:11,628 - INFO - [6144/363571] Loss : 1.4676
|
| 200 |
+
2024-05-19 18:27:13,586 - INFO - Test loss : 0.7671
|
| 201 |
+
2024-05-19 18:27:13,586 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-19 18:27:13,911 - INFO - [6144/363571] Loss : 1.4626
|
| 204 |
+
2024-05-19 18:27:15,931 - INFO - Test loss : 0.7663
|
| 205 |
+
2024-05-19 18:27:15,931 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-19 18:27:16,208 - INFO - [6144/363571] Loss : 1.4654
|
| 208 |
+
2024-05-19 18:27:18,171 - INFO - Test loss : 0.7482
|
| 209 |
+
2024-05-19 18:27:18,171 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-19 18:27:18,446 - INFO - [6144/363571] Loss : 1.4659
|
| 212 |
+
2024-05-19 18:27:20,505 - INFO - Test loss : 0.7529
|
| 213 |
+
2024-05-19 18:27:20,506 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-19 18:27:20,781 - INFO - [6144/363571] Loss : 1.4621
|
| 216 |
+
2024-05-19 18:27:22,742 - INFO - Test loss : 0.7541
|
| 217 |
+
2024-05-19 18:27:22,743 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-19 18:27:23,017 - INFO - [6144/363571] Loss : 1.4571
|
| 220 |
+
2024-05-19 18:27:25,061 - INFO - Test loss : 0.7382
|
| 221 |
+
2024-05-19 18:27:25,062 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-19 18:27:25,337 - INFO - [6144/363571] Loss : 1.4562
|
| 224 |
+
2024-05-19 18:27:27,294 - INFO - Test loss : 0.7583
|
| 225 |
+
2024-05-19 18:27:27,294 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-19 18:27:27,616 - INFO - [6144/363571] Loss : 1.4442
|
| 228 |
+
2024-05-19 18:27:29,602 - INFO - Test loss : 0.7425
|
| 229 |
+
2024-05-19 18:27:29,666 - INFO - (53041,)
|
| 230 |
+
2024-05-19 18:27:29,798 - INFO - Split ID: 0
|
| 231 |
+
2024-05-19 18:27:29,816 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 13.85
|
| 232 |
+
2024-05-19 18:27:29,818 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 23.11
|
| 233 |
+
2024-05-19 18:27:29,819 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 31.53
|
| 234 |
+
2024-05-19 18:27:29,821 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 44.56
|
| 235 |
+
2024-05-19 18:27:29,830 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-19 18:27:29,840 - INFO - (53041,)
|
| 238 |
+
2024-05-19 18:27:29,992 - INFO - Split ID: 0
|
| 239 |
+
2024-05-19 18:27:29,993 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 240 |
+
2024-05-19 18:27:29,993 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 241 |
+
2024-05-19 18:27:29,993 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 242 |
+
2024-05-19 18:27:29,993 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 243 |
+
2024-05-19 18:27:50,520 - INFO - Split ID: 0
|
| 244 |
+
2024-05-19 18:27:50,521 - INFO - Top 1 (Epoch 40)acc (%): 70.2
|
| 245 |
+
2024-05-19 18:27:50,521 - INFO - Top 3 (Epoch 40)acc (%): 84.87
|
| 246 |
+
2024-05-19 18:27:50,521 - INFO - Top 5 (Epoch 40)acc (%): 89.54
|
| 247 |
+
2024-05-19 18:27:50,521 - INFO - Top 10 (Epoch 40)acc (%): 94.48
|
| 248 |
+
2024-05-19 18:27:50,524 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-19 18:27:50,799 - INFO - [6144/363571] Loss : 1.4468
|
| 251 |
+
2024-05-19 18:27:52,764 - INFO - Test loss : 0.7668
|
| 252 |
+
2024-05-19 18:27:52,764 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-19 18:27:53,039 - INFO - [6144/363571] Loss : 1.4437
|
| 255 |
+
2024-05-19 18:27:55,102 - INFO - Test loss : 0.7498
|
| 256 |
+
2024-05-19 18:27:55,103 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-19 18:27:55,379 - INFO - [6144/363571] Loss : 1.4357
|
| 259 |
+
2024-05-19 18:27:57,339 - INFO - Test loss : 0.7517
|
| 260 |
+
2024-05-19 18:27:57,339 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-19 18:27:57,617 - INFO - [6144/363571] Loss : 1.4361
|
| 263 |
+
2024-05-19 18:27:59,669 - INFO - Test loss : 0.7645
|
| 264 |
+
2024-05-19 18:27:59,669 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-19 18:27:59,944 - INFO - [6144/363571] Loss : 1.4478
|
| 267 |
+
2024-05-19 18:28:01,899 - INFO - Test loss : 0.7561
|
| 268 |
+
2024-05-19 18:28:01,899 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-19 18:28:02,223 - INFO - [6144/363571] Loss : 1.4446
|
| 271 |
+
2024-05-19 18:28:04,232 - INFO - Test loss : 0.7743
|
| 272 |
+
2024-05-19 18:28:04,232 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-19 18:28:04,508 - INFO - [6144/363571] Loss : 1.4390
|
| 275 |
+
2024-05-19 18:28:06,477 - INFO - Test loss : 0.7499
|
| 276 |
+
2024-05-19 18:28:06,477 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-19 18:28:06,754 - INFO - [6144/363571] Loss : 1.4462
|
| 279 |
+
2024-05-19 18:28:08,806 - INFO - Test loss : 0.7443
|
| 280 |
+
2024-05-19 18:28:08,806 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-19 18:28:09,082 - INFO - [6144/363571] Loss : 1.4373
|
| 283 |
+
2024-05-19 18:28:11,067 - INFO - Test loss : 0.7451
|
| 284 |
+
2024-05-19 18:28:11,067 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-19 18:28:11,345 - INFO - [6144/363571] Loss : 1.4464
|
| 287 |
+
2024-05-19 18:28:13,400 - INFO - Test loss : 0.7626
|
| 288 |
+
2024-05-19 18:28:13,465 - INFO - (53041,)
|
| 289 |
+
2024-05-19 18:28:13,598 - INFO - Split ID: 0
|
| 290 |
+
2024-05-19 18:28:13,617 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 11.65
|
| 291 |
+
2024-05-19 18:28:13,619 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 23.2
|
| 292 |
+
2024-05-19 18:28:13,621 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 32.13
|
| 293 |
+
2024-05-19 18:28:13,623 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 44.58
|
| 294 |
+
2024-05-19 18:28:13,632 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-19 18:28:13,642 - INFO - (53041,)
|
| 297 |
+
2024-05-19 18:28:13,795 - INFO - Split ID: 0
|
| 298 |
+
2024-05-19 18:28:13,795 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 299 |
+
2024-05-19 18:28:13,795 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 300 |
+
2024-05-19 18:28:13,796 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 301 |
+
2024-05-19 18:28:13,796 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 302 |
+
2024-05-19 18:28:35,365 - INFO - Split ID: 0
|
| 303 |
+
2024-05-19 18:28:35,365 - INFO - Top 1 (Epoch 50)acc (%): 70.21
|
| 304 |
+
2024-05-19 18:28:35,365 - INFO - Top 3 (Epoch 50)acc (%): 84.91
|
| 305 |
+
2024-05-19 18:28:35,365 - INFO - Top 5 (Epoch 50)acc (%): 89.56
|
| 306 |
+
2024-05-19 18:28:35,365 - INFO - Top 10 (Epoch 50)acc (%): 94.53
|
| 307 |
+
2024-05-19 18:28:35,367 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-19 18:28:35,647 - INFO - [6144/363571] Loss : 1.4317
|
| 310 |
+
2024-05-19 18:28:37,653 - INFO - Test loss : 0.7390
|
| 311 |
+
2024-05-19 18:28:37,654 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-19 18:28:37,976 - INFO - [6144/363571] Loss : 1.4403
|
| 314 |
+
2024-05-19 18:28:39,976 - INFO - Test loss : 0.7634
|
| 315 |
+
2024-05-19 18:28:39,976 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-19 18:28:40,255 - INFO - [6144/363571] Loss : 1.4325
|
| 318 |
+
2024-05-19 18:28:42,246 - INFO - Test loss : 0.7374
|
| 319 |
+
2024-05-19 18:28:42,246 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-19 18:28:42,524 - INFO - [6144/363571] Loss : 1.4453
|
| 322 |
+
2024-05-19 18:28:44,570 - INFO - Test loss : 0.7289
|
| 323 |
+
2024-05-19 18:28:44,570 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-19 18:28:44,846 - INFO - [6144/363571] Loss : 1.4369
|
| 326 |
+
2024-05-19 18:28:46,850 - INFO - Test loss : 0.7575
|
| 327 |
+
2024-05-19 18:28:46,850 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-19 18:28:47,138 - INFO - [6144/363571] Loss : 1.4279
|
| 330 |
+
2024-05-19 18:28:49,237 - INFO - Test loss : 0.7264
|
| 331 |
+
2024-05-19 18:28:49,237 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-19 18:28:49,520 - INFO - [6144/363571] Loss : 1.4292
|
| 334 |
+
2024-05-19 18:28:51,535 - INFO - Test loss : 0.7466
|
| 335 |
+
2024-05-19 18:28:51,536 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-19 18:28:51,859 - INFO - [6144/363571] Loss : 1.4258
|
| 338 |
+
2024-05-19 18:28:53,859 - INFO - Test loss : 0.7517
|
| 339 |
+
2024-05-19 18:28:53,859 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-19 18:28:54,131 - INFO - [6144/363571] Loss : 1.4225
|
| 342 |
+
2024-05-19 18:28:56,081 - INFO - Test loss : 0.7255
|
| 343 |
+
2024-05-19 18:28:56,081 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-19 18:28:56,357 - INFO - [6144/363571] Loss : 1.4291
|
| 346 |
+
2024-05-19 18:28:58,407 - INFO - Test loss : 0.7557
|
| 347 |
+
2024-05-19 18:28:58,473 - INFO - (53041,)
|
| 348 |
+
2024-05-19 18:28:58,605 - INFO - Split ID: 0
|
| 349 |
+
2024-05-19 18:28:58,623 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 12.7
|
| 350 |
+
2024-05-19 18:28:58,625 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 26.67
|
| 351 |
+
2024-05-19 18:28:58,627 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 33.62
|
| 352 |
+
2024-05-19 18:28:58,629 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 45.04
|
| 353 |
+
2024-05-19 18:28:58,638 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-19 18:28:58,649 - INFO - (53041,)
|
| 356 |
+
2024-05-19 18:28:58,801 - INFO - Split ID: 0
|
| 357 |
+
2024-05-19 18:28:58,802 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 358 |
+
2024-05-19 18:28:58,802 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 359 |
+
2024-05-19 18:28:58,802 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 360 |
+
2024-05-19 18:28:58,802 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 361 |
+
2024-05-19 18:29:19,513 - INFO - Split ID: 0
|
| 362 |
+
2024-05-19 18:29:19,513 - INFO - Top 1 (Epoch 60)acc (%): 70.22
|
| 363 |
+
2024-05-19 18:29:19,514 - INFO - Top 3 (Epoch 60)acc (%): 84.92
|
| 364 |
+
2024-05-19 18:29:19,514 - INFO - Top 5 (Epoch 60)acc (%): 89.62
|
| 365 |
+
2024-05-19 18:29:19,514 - INFO - Top 10 (Epoch 60)acc (%): 94.52
|
| 366 |
+
2024-05-19 18:29:19,516 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-19 18:29:19,794 - INFO - [6144/363571] Loss : 1.4127
|
| 369 |
+
2024-05-19 18:29:21,767 - INFO - Test loss : 0.7487
|
| 370 |
+
2024-05-19 18:29:21,768 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-19 18:29:22,045 - INFO - [6144/363571] Loss : 1.4309
|
| 373 |
+
2024-05-19 18:29:24,121 - INFO - Test loss : 0.7199
|
| 374 |
+
2024-05-19 18:29:24,121 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-19 18:29:24,399 - INFO - [6144/363571] Loss : 1.4248
|
| 377 |
+
2024-05-19 18:29:26,375 - INFO - Test loss : 0.7140
|
| 378 |
+
2024-05-19 18:29:26,375 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-19 18:29:26,705 - INFO - [6144/363571] Loss : 1.4296
|
| 381 |
+
2024-05-19 18:29:28,735 - INFO - Test loss : 0.7382
|
| 382 |
+
2024-05-19 18:29:28,736 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-19 18:29:29,014 - INFO - [6144/363571] Loss : 1.4224
|
| 385 |
+
2024-05-19 18:29:30,987 - INFO - Test loss : 0.7489
|
| 386 |
+
2024-05-19 18:29:30,987 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-19 18:29:31,266 - INFO - [6144/363571] Loss : 1.4330
|
| 389 |
+
2024-05-19 18:29:33,347 - INFO - Test loss : 0.7319
|
| 390 |
+
2024-05-19 18:29:33,347 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-19 18:29:33,625 - INFO - [6144/363571] Loss : 1.4179
|
| 393 |
+
2024-05-19 18:29:35,601 - INFO - Test loss : 0.7350
|
| 394 |
+
2024-05-19 18:29:35,602 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-19 18:29:35,880 - INFO - [6144/363571] Loss : 1.4266
|
| 397 |
+
2024-05-19 18:29:37,956 - INFO - Test loss : 0.7421
|
| 398 |
+
2024-05-19 18:29:37,956 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-19 18:29:38,235 - INFO - [6144/363571] Loss : 1.4101
|
| 401 |
+
2024-05-19 18:29:40,214 - INFO - Test loss : 0.7520
|
| 402 |
+
2024-05-19 18:29:40,214 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-19 18:29:40,544 - INFO - [6144/363571] Loss : 1.4216
|
| 405 |
+
2024-05-19 18:29:42,568 - INFO - Test loss : 0.7450
|
| 406 |
+
2024-05-19 18:29:43,019 - INFO - (53041,)
|
| 407 |
+
2024-05-19 18:29:43,883 - INFO - Split ID: 0
|
| 408 |
+
2024-05-19 18:29:43,902 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 9.08
|
| 409 |
+
2024-05-19 18:29:43,903 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 24.75
|
| 410 |
+
2024-05-19 18:29:43,905 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 30.53
|
| 411 |
+
2024-05-19 18:29:43,907 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 45.25
|
| 412 |
+
2024-05-19 18:29:43,921 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-19 18:29:44,210 - INFO - (53041,)
|
| 415 |
+
2024-05-19 18:29:45,256 - INFO - Split ID: 0
|
| 416 |
+
2024-05-19 18:29:45,257 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 417 |
+
2024-05-19 18:29:45,257 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 418 |
+
2024-05-19 18:29:45,257 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 419 |
+
2024-05-19 18:29:45,257 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 420 |
+
2024-05-19 18:30:05,977 - INFO - Split ID: 0
|
| 421 |
+
2024-05-19 18:30:05,978 - INFO - Top 1 (Epoch 70)acc (%): 70.24
|
| 422 |
+
2024-05-19 18:30:05,978 - INFO - Top 3 (Epoch 70)acc (%): 84.94
|
| 423 |
+
2024-05-19 18:30:05,978 - INFO - Top 5 (Epoch 70)acc (%): 89.61
|
| 424 |
+
2024-05-19 18:30:05,978 - INFO - Top 10 (Epoch 70)acc (%): 94.52
|
| 425 |
+
2024-05-19 18:30:05,985 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-19 18:30:06,263 - INFO - [6144/363571] Loss : 1.4255
|
| 428 |
+
2024-05-19 18:30:08,232 - INFO - Test loss : 0.7367
|
| 429 |
+
2024-05-19 18:30:08,232 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-19 18:30:08,510 - INFO - [6144/363571] Loss : 1.4194
|
| 432 |
+
2024-05-19 18:30:10,586 - INFO - Test loss : 0.7398
|
| 433 |
+
2024-05-19 18:30:10,586 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-19 18:30:10,876 - INFO - [6144/363571] Loss : 1.4213
|
| 436 |
+
2024-05-19 18:30:12,848 - INFO - Test loss : 0.7408
|
| 437 |
+
2024-05-19 18:30:12,848 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-19 18:30:13,125 - INFO - [6144/363571] Loss : 1.4123
|
| 440 |
+
2024-05-19 18:30:15,175 - INFO - Test loss : 0.7409
|
| 441 |
+
2024-05-19 18:30:15,175 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-19 18:30:15,452 - INFO - [6144/363571] Loss : 1.4214
|
| 444 |
+
2024-05-19 18:30:17,417 - INFO - Test loss : 0.7293
|
| 445 |
+
2024-05-19 18:30:17,418 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-19 18:30:17,747 - INFO - [6144/363571] Loss : 1.4038
|
| 448 |
+
2024-05-19 18:30:19,768 - INFO - Test loss : 0.7159
|
| 449 |
+
2024-05-19 18:30:19,768 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-19 18:30:20,046 - INFO - [6144/363571] Loss : 1.4199
|
| 452 |
+
2024-05-19 18:30:22,007 - INFO - Test loss : 0.7247
|
| 453 |
+
2024-05-19 18:30:22,007 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-19 18:30:22,286 - INFO - [6144/363571] Loss : 1.4177
|
| 456 |
+
2024-05-19 18:30:24,349 - INFO - Test loss : 0.7515
|
| 457 |
+
2024-05-19 18:30:24,350 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-19 18:30:24,624 - INFO - [6144/363571] Loss : 1.4138
|
| 460 |
+
2024-05-19 18:30:26,586 - INFO - Test loss : 0.7405
|
| 461 |
+
2024-05-19 18:30:26,586 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-19 18:30:26,862 - INFO - [6144/363571] Loss : 1.4106
|
| 464 |
+
2024-05-19 18:30:28,922 - INFO - Test loss : 0.7263
|
| 465 |
+
2024-05-19 18:30:29,008 - INFO - (53041,)
|
| 466 |
+
2024-05-19 18:30:29,380 - INFO - Split ID: 0
|
| 467 |
+
2024-05-19 18:30:29,399 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 11.17
|
| 468 |
+
2024-05-19 18:30:29,401 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 25.89
|
| 469 |
+
2024-05-19 18:30:29,402 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 33.69
|
| 470 |
+
2024-05-19 18:30:29,404 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 45.63
|
| 471 |
+
2024-05-19 18:30:29,420 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-19 18:30:29,599 - INFO - (53041,)
|
| 474 |
+
2024-05-19 18:30:29,845 - INFO - Split ID: 0
|
| 475 |
+
2024-05-19 18:30:29,845 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 476 |
+
2024-05-19 18:30:29,846 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 477 |
+
2024-05-19 18:30:29,846 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 478 |
+
2024-05-19 18:30:29,846 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 479 |
+
2024-05-19 18:30:50,579 - INFO - Split ID: 0
|
| 480 |
+
2024-05-19 18:30:50,579 - INFO - Top 1 (Epoch 80)acc (%): 70.2
|
| 481 |
+
2024-05-19 18:30:50,579 - INFO - Top 3 (Epoch 80)acc (%): 84.96
|
| 482 |
+
2024-05-19 18:30:50,579 - INFO - Top 5 (Epoch 80)acc (%): 89.57
|
| 483 |
+
2024-05-19 18:30:50,579 - INFO - Top 10 (Epoch 80)acc (%): 94.51
|
| 484 |
+
2024-05-19 18:30:50,587 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-19 18:30:50,867 - INFO - [6144/363571] Loss : 1.4119
|
| 487 |
+
2024-05-19 18:30:52,832 - INFO - Test loss : 0.7434
|
| 488 |
+
2024-05-19 18:30:52,832 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-19 18:30:53,158 - INFO - [6144/363571] Loss : 1.4095
|
| 491 |
+
2024-05-19 18:30:55,164 - INFO - Test loss : 0.7298
|
| 492 |
+
2024-05-19 18:30:55,164 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-19 18:30:55,439 - INFO - [6144/363571] Loss : 1.4152
|
| 495 |
+
2024-05-19 18:30:57,398 - INFO - Test loss : 0.7157
|
| 496 |
+
2024-05-19 18:30:57,398 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-19 18:30:57,672 - INFO - [6144/363571] Loss : 1.4051
|
| 499 |
+
2024-05-19 18:30:59,694 - INFO - Test loss : 0.7180
|
| 500 |
+
2024-05-19 18:30:59,694 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-19 18:30:59,964 - INFO - [6144/363571] Loss : 1.4093
|
| 503 |
+
2024-05-19 18:31:01,914 - INFO - Test loss : 0.7218
|
| 504 |
+
2024-05-19 18:31:01,915 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-19 18:31:02,189 - INFO - [6144/363571] Loss : 1.4122
|
| 507 |
+
2024-05-19 18:31:04,233 - INFO - Test loss : 0.7277
|
| 508 |
+
2024-05-19 18:31:04,233 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-19 18:31:04,507 - INFO - [6144/363571] Loss : 1.4195
|
| 511 |
+
2024-05-19 18:31:06,461 - INFO - Test loss : 0.7139
|
| 512 |
+
2024-05-19 18:31:06,461 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-19 18:31:06,783 - INFO - [6144/363571] Loss : 1.4124
|
| 515 |
+
2024-05-19 18:31:08,798 - INFO - Test loss : 0.7037
|
| 516 |
+
2024-05-19 18:31:08,798 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-19 18:31:09,077 - INFO - [6144/363571] Loss : 1.4202
|
| 519 |
+
2024-05-19 18:31:11,038 - INFO - Test loss : 0.7268
|
| 520 |
+
2024-05-19 18:31:11,039 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-19 18:31:11,312 - INFO - [6144/363571] Loss : 1.4100
|
| 523 |
+
2024-05-19 18:31:13,345 - INFO - Test loss : 0.7416
|
| 524 |
+
2024-05-19 18:31:13,599 - INFO - (53041,)
|
| 525 |
+
2024-05-19 18:31:13,818 - INFO - Split ID: 0
|
| 526 |
+
2024-05-19 18:31:13,836 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 12.3
|
| 527 |
+
2024-05-19 18:31:13,838 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 24.49
|
| 528 |
+
2024-05-19 18:31:13,839 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 33.5
|
| 529 |
+
2024-05-19 18:31:13,841 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 46.05
|
| 530 |
+
2024-05-19 18:31:13,855 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-19 18:31:13,867 - INFO - (53041,)
|
| 533 |
+
2024-05-19 18:31:14,160 - INFO - Split ID: 0
|
| 534 |
+
2024-05-19 18:31:14,161 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 535 |
+
2024-05-19 18:31:14,161 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 536 |
+
2024-05-19 18:31:14,161 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 537 |
+
2024-05-19 18:31:14,161 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 538 |
+
2024-05-19 18:31:34,556 - INFO - Split ID: 0
|
| 539 |
+
2024-05-19 18:31:34,556 - INFO - Top 1 (Epoch 90)acc (%): 70.25
|
| 540 |
+
2024-05-19 18:31:34,556 - INFO - Top 3 (Epoch 90)acc (%): 84.92
|
| 541 |
+
2024-05-19 18:31:34,556 - INFO - Top 5 (Epoch 90)acc (%): 89.6
|
| 542 |
+
2024-05-19 18:31:34,556 - INFO - Top 10 (Epoch 90)acc (%): 94.53
|
| 543 |
+
2024-05-19 18:31:34,559 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-19 18:31:34,833 - INFO - [6144/363571] Loss : 1.3971
|
| 546 |
+
2024-05-19 18:31:36,813 - INFO - Test loss : 0.7174
|
| 547 |
+
2024-05-19 18:31:36,813 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-19 18:31:37,090 - INFO - [6144/363571] Loss : 1.4113
|
| 550 |
+
2024-05-19 18:31:39,142 - INFO - Test loss : 0.7157
|
| 551 |
+
2024-05-19 18:31:39,142 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-19 18:31:39,416 - INFO - [6144/363571] Loss : 1.4142
|
| 554 |
+
2024-05-19 18:31:41,356 - INFO - Test loss : 0.7251
|
| 555 |
+
2024-05-19 18:31:41,356 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-19 18:31:41,682 - INFO - [6144/363571] Loss : 1.4157
|
| 558 |
+
2024-05-19 18:31:43,682 - INFO - Test loss : 0.7271
|
| 559 |
+
2024-05-19 18:31:43,682 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-19 18:31:43,956 - INFO - [6144/363571] Loss : 1.3998
|
| 562 |
+
2024-05-19 18:31:45,899 - INFO - Test loss : 0.7240
|
| 563 |
+
2024-05-19 18:31:45,899 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-19 18:31:46,175 - INFO - [6144/363571] Loss : 1.4107
|
| 566 |
+
2024-05-19 18:31:48,224 - INFO - Test loss : 0.7225
|
| 567 |
+
2024-05-19 18:31:48,225 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-19 18:31:48,499 - INFO - [6144/363571] Loss : 1.3991
|
| 570 |
+
2024-05-19 18:31:50,453 - INFO - Test loss : 0.7272
|
| 571 |
+
2024-05-19 18:31:50,453 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-19 18:31:50,728 - INFO - [6144/363571] Loss : 1.4015
|
| 574 |
+
2024-05-19 18:31:52,791 - INFO - Test loss : 0.7309
|
| 575 |
+
2024-05-19 18:31:52,791 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-19 18:31:53,067 - INFO - [6144/363571] Loss : 1.3939
|
| 578 |
+
2024-05-19 18:31:55,014 - INFO - Test loss : 0.7307
|
| 579 |
+
2024-05-19 18:31:55,014 - INFO - Saving output model to ../models/rff/model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 580 |
+
2024-05-19 18:31:55,019 - INFO - Saving output model to ../models/rff/model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 581 |
+
2024-05-19 18:31:55,032 - INFO -
|
| 582 |
+
No prior
|
| 583 |
+
2024-05-19 18:31:55,042 - INFO - (53041,)
|
| 584 |
+
2024-05-19 18:31:55,194 - INFO - Split ID: 0
|
| 585 |
+
2024-05-19 18:31:55,194 - INFO - Top 1 acc (%): 69.83
|
| 586 |
+
2024-05-19 18:31:55,194 - INFO - Top 3 acc (%): 84.61
|
| 587 |
+
2024-05-19 18:31:55,194 - INFO - Top 5 acc (%): 89.23
|
| 588 |
+
2024-05-19 18:31:55,195 - INFO - Top 10 acc (%): 94.29
|
| 589 |
+
2024-05-19 18:32:15,588 - INFO - Split ID: 0
|
| 590 |
+
2024-05-19 18:32:15,588 - INFO - Top 1 acc (%): 70.24
|
| 591 |
+
2024-05-19 18:32:15,589 - INFO - Top 3 acc (%): 84.94
|
| 592 |
+
2024-05-19 18:32:15,589 - INFO - Top 5 acc (%): 89.59
|
| 593 |
+
2024-05-19 18:32:15,589 - INFO - Top 10 acc (%): 94.52
|
| 594 |
+
2024-05-19 18:32:15,591 - INFO -
|
| 595 |
+
rff
|
| 596 |
+
2024-05-19 18:32:15,591 - INFO - Model : model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 597 |
+
2024-05-19 18:32:15,659 - INFO - (53041,)
|
| 598 |
+
2024-05-19 18:32:15,793 - INFO - Split ID: 0
|
| 599 |
+
2024-05-19 18:32:15,812 - INFO - Top 1 LocEnc acc (%): 14.59
|
| 600 |
+
2024-05-19 18:32:15,813 - INFO - Top 3 LocEnc acc (%): 24.4
|
| 601 |
+
2024-05-19 18:32:15,815 - INFO - Top 5 LocEnc acc (%): 32.47
|
| 602 |
+
2024-05-19 18:32:15,817 - INFO - Top 10 LocEnc acc (%): 45.66
|
| 603 |
+
2024-05-30 14:51:24,556 - INFO -
|
| 604 |
+
num_classes 62
|
| 605 |
+
2024-05-30 14:51:24,575 - INFO - num train 363571
|
| 606 |
+
2024-05-30 14:51:24,575 - INFO - num val 53041
|
| 607 |
+
2024-05-30 14:51:24,575 - INFO - train loss full_loss
|
| 608 |
+
2024-05-30 14:51:24,575 - INFO - model name ../models/rff/model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 609 |
+
2024-05-30 14:51:24,575 - INFO - num users 1
|
| 610 |
+
2024-05-30 14:51:24,815 - INFO -
|
| 611 |
+
Only rff
|
| 612 |
+
2024-05-30 14:51:24,815 - INFO - Model : model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 613 |
+
2024-05-30 14:51:24,865 - INFO - Saving output model to ../models/rff/model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 614 |
+
2024-05-30 14:51:24,881 - INFO - Saving output model to ../models/rff/model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 615 |
+
2024-05-30 14:51:24,891 - INFO -
|
| 616 |
+
No prior
|
| 617 |
+
2024-05-30 14:51:24,900 - INFO - (53041,)
|
| 618 |
+
2024-05-30 14:51:25,853 - INFO - Save results to ../eval_results/eval_fmow__val_no_prior.csv
|
| 619 |
+
2024-05-30 14:51:25,853 - INFO - Split ID: 0
|
| 620 |
+
2024-05-30 14:51:25,853 - INFO - Top 1 acc (%): 69.83
|
| 621 |
+
2024-05-30 14:51:25,853 - INFO - Top 3 acc (%): 84.61
|
| 622 |
+
2024-05-30 14:51:25,854 - INFO - Top 5 acc (%): 89.23
|
| 623 |
+
2024-05-30 14:51:25,854 - INFO - Top 10 acc (%): 94.29
|
| 624 |
+
2024-05-30 14:52:03,083 - INFO - Split ID: 0
|
| 625 |
+
2024-05-30 14:52:03,083 - INFO - Top 1 hit (%): 64.38
|
| 626 |
+
2024-05-30 14:52:03,083 - INFO - Top 3 hit (%): 79.34
|
| 627 |
+
2024-05-30 14:52:03,084 - INFO - Top 5 hit (%): 84.55
|
| 628 |
+
2024-05-30 14:52:03,084 - INFO - Top 10 hit (%): 90.67
|
| 629 |
+
2024-05-30 14:52:03,097 - INFO -
|
| 630 |
+
Only rff
|
| 631 |
+
2024-05-30 14:52:03,098 - INFO - Model : model_fmow_rff_inception_v3_0.0050_64_0.0000010_1_512_2.0.pth.tar
|
| 632 |
+
2024-05-30 14:52:03,214 - INFO - (53041,)
|
| 633 |
+
2024-05-30 14:52:03,354 - INFO - Split ID: 0
|
| 634 |
+
2024-05-30 14:52:03,374 - INFO - Top 1 LocEnc acc (%): 1.4
|
| 635 |
+
2024-05-30 14:52:03,375 - INFO - Top 3 LocEnc acc (%): 3.56
|
| 636 |
+
2024-05-30 14:52:03,377 - INFO - Top 5 LocEnc acc (%): 6.24
|
| 637 |
+
2024-05-30 14:52:03,379 - INFO - Top 10 LocEnc acc (%): 13.55
|