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data/model_fmow_Sphere2Vec-sphereC_inception_v3_0.0050_64_0.0005000_1_512.log
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| 1 |
+
2024-05-25 02:49:01,820 - INFO -
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| 2 |
+
num_classes 62
|
| 3 |
+
2024-05-25 02:49:01,820 - INFO - num train 363571
|
| 4 |
+
2024-05-25 02:49:01,820 - INFO - num val 53041
|
| 5 |
+
2024-05-25 02:49:01,820 - INFO - train loss full_loss
|
| 6 |
+
2024-05-25 02:49:01,820 - INFO - model name ../models/sphere2vec_sphereC/model_fmow_Sphere2Vec-sphereC_inception_v3_0.0050_64_0.0005000_1_512.pth.tar
|
| 7 |
+
2024-05-25 02:49:01,820 - INFO - num users 1
|
| 8 |
+
2024-05-25 02:49:02,061 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-25 02:49:06,850 - INFO - [6144/363571] Loss : 1.9531
|
| 11 |
+
2024-05-25 02:49:44,831 - INFO - Test loss : 0.9740
|
| 12 |
+
2024-05-25 02:49:44,831 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-25 02:49:49,438 - INFO - [6144/363571] Loss : 1.6813
|
| 15 |
+
2024-05-25 02:50:27,269 - INFO - Test loss : 0.9037
|
| 16 |
+
2024-05-25 02:50:27,269 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-25 02:50:31,887 - INFO - [6144/363571] Loss : 1.5731
|
| 19 |
+
2024-05-25 02:51:10,131 - INFO - Test loss : 0.7836
|
| 20 |
+
2024-05-25 02:51:10,131 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-25 02:51:14,696 - INFO - [6144/363571] Loss : 1.4853
|
| 23 |
+
2024-05-25 02:51:52,979 - INFO - Test loss : 0.7649
|
| 24 |
+
2024-05-25 02:51:52,979 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-25 02:51:57,587 - INFO - [6144/363571] Loss : 1.4588
|
| 27 |
+
2024-05-25 02:52:34,758 - INFO - Test loss : 0.7037
|
| 28 |
+
2024-05-25 02:52:34,758 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-25 02:52:39,336 - INFO - [6144/363571] Loss : 1.4215
|
| 31 |
+
2024-05-25 02:53:18,323 - INFO - Test loss : 0.7222
|
| 32 |
+
2024-05-25 02:53:18,324 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-25 02:53:22,825 - INFO - [6144/363571] Loss : 1.4051
|
| 35 |
+
2024-05-25 02:54:01,160 - INFO - Test loss : 0.6936
|
| 36 |
+
2024-05-25 02:54:01,160 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-25 02:54:05,811 - INFO - [6144/363571] Loss : 1.3821
|
| 39 |
+
2024-05-25 02:54:43,656 - INFO - Test loss : 0.7101
|
| 40 |
+
2024-05-25 02:54:43,657 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-25 02:54:48,136 - INFO - [6144/363571] Loss : 1.3628
|
| 43 |
+
2024-05-25 02:55:26,218 - INFO - Test loss : 0.6905
|
| 44 |
+
2024-05-25 02:55:26,218 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-25 02:55:30,827 - INFO - [6144/363571] Loss : 1.3700
|
| 47 |
+
2024-05-25 02:56:09,381 - INFO - Test loss : 0.6794
|
| 48 |
+
2024-05-25 02:56:09,381 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-25 02:56:13,993 - INFO - [6144/363571] Loss : 1.3508
|
| 51 |
+
2024-05-25 02:56:52,299 - INFO - Test loss : 0.7024
|
| 52 |
+
2024-05-25 02:56:52,684 - INFO - (53041,)
|
| 53 |
+
2024-05-25 02:56:52,837 - INFO - Split ID: 0
|
| 54 |
+
2024-05-25 02:56:52,858 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 16.35
|
| 55 |
+
2024-05-25 02:56:52,860 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 29.0
|
| 56 |
+
2024-05-25 02:56:52,862 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 36.02
|
| 57 |
+
2024-05-25 02:56:52,863 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 49.99
|
| 58 |
+
2024-05-25 02:56:52,870 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-25 02:56:52,875 - INFO - (53041,)
|
| 61 |
+
2024-05-25 02:56:53,032 - INFO - Split ID: 0
|
| 62 |
+
2024-05-25 02:56:53,032 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 63 |
+
2024-05-25 02:56:53,032 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 64 |
+
2024-05-25 02:56:53,032 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 65 |
+
2024-05-25 02:56:53,032 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 66 |
+
2024-05-25 02:57:32,481 - INFO - Split ID: 0
|
| 67 |
+
2024-05-25 02:57:32,481 - INFO - Top 1 (Epoch 10)acc (%): 70.37
|
| 68 |
+
2024-05-25 02:57:32,481 - INFO - Top 3 (Epoch 10)acc (%): 85.05
|
| 69 |
+
2024-05-25 02:57:32,481 - INFO - Top 5 (Epoch 10)acc (%): 89.75
|
| 70 |
+
2024-05-25 02:57:32,481 - INFO - Top 10 (Epoch 10)acc (%): 94.63
|
| 71 |
+
2024-05-25 02:57:32,482 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-25 02:57:37,087 - INFO - [6144/363571] Loss : 1.3422
|
| 74 |
+
2024-05-25 02:58:15,430 - INFO - Test loss : 0.6626
|
| 75 |
+
2024-05-25 02:58:15,430 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-25 02:58:20,047 - INFO - [6144/363571] Loss : 1.3238
|
| 78 |
+
2024-05-25 02:58:58,076 - INFO - Test loss : 0.6977
|
| 79 |
+
2024-05-25 02:58:58,076 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-25 02:59:02,675 - INFO - [6144/363571] Loss : 1.3215
|
| 82 |
+
2024-05-25 02:59:41,098 - INFO - Test loss : 0.6825
|
| 83 |
+
2024-05-25 02:59:41,098 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-25 02:59:45,713 - INFO - [6144/363571] Loss : 1.3107
|
| 86 |
+
2024-05-25 03:00:23,937 - INFO - Test loss : 0.6840
|
| 87 |
+
2024-05-25 03:00:23,937 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-25 03:00:28,599 - INFO - [6144/363571] Loss : 1.3084
|
| 90 |
+
2024-05-25 03:01:07,494 - INFO - Test loss : 0.6402
|
| 91 |
+
2024-05-25 03:01:07,494 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-25 03:01:12,093 - INFO - [6144/363571] Loss : 1.3074
|
| 94 |
+
2024-05-25 03:01:50,439 - INFO - Test loss : 0.6861
|
| 95 |
+
2024-05-25 03:01:50,439 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-25 03:01:55,081 - INFO - [6144/363571] Loss : 1.2981
|
| 98 |
+
2024-05-25 03:02:33,211 - INFO - Test loss : 0.6762
|
| 99 |
+
2024-05-25 03:02:33,211 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-25 03:02:37,775 - INFO - [6144/363571] Loss : 1.3043
|
| 102 |
+
2024-05-25 03:03:16,320 - INFO - Test loss : 0.6353
|
| 103 |
+
2024-05-25 03:03:16,320 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-25 03:03:20,941 - INFO - [6144/363571] Loss : 1.2841
|
| 106 |
+
2024-05-25 03:03:59,042 - INFO - Test loss : 0.6873
|
| 107 |
+
2024-05-25 03:03:59,042 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-25 03:04:03,615 - INFO - [6144/363571] Loss : 1.2772
|
| 110 |
+
2024-05-25 03:04:42,148 - INFO - Test loss : 0.6595
|
| 111 |
+
2024-05-25 03:04:42,522 - INFO - (53041,)
|
| 112 |
+
2024-05-25 03:04:42,677 - INFO - Split ID: 0
|
| 113 |
+
2024-05-25 03:04:42,698 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 16.98
|
| 114 |
+
2024-05-25 03:04:42,700 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 29.39
|
| 115 |
+
2024-05-25 03:04:42,701 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 36.83
|
| 116 |
+
2024-05-25 03:04:42,703 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 51.47
|
| 117 |
+
2024-05-25 03:04:42,709 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-25 03:04:42,715 - INFO - (53041,)
|
| 120 |
+
2024-05-25 03:04:42,871 - INFO - Split ID: 0
|
| 121 |
+
2024-05-25 03:04:42,871 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 122 |
+
2024-05-25 03:04:42,871 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 123 |
+
2024-05-25 03:04:42,872 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 124 |
+
2024-05-25 03:04:42,872 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 125 |
+
2024-05-25 03:05:22,302 - INFO - Split ID: 0
|
| 126 |
+
2024-05-25 03:05:22,302 - INFO - Top 1 (Epoch 20)acc (%): 70.49
|
| 127 |
+
2024-05-25 03:05:22,302 - INFO - Top 3 (Epoch 20)acc (%): 85.21
|
| 128 |
+
2024-05-25 03:05:22,302 - INFO - Top 5 (Epoch 20)acc (%): 89.82
|
| 129 |
+
2024-05-25 03:05:22,302 - INFO - Top 10 (Epoch 20)acc (%): 94.67
|
| 130 |
+
2024-05-25 03:05:22,303 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-25 03:05:26,913 - INFO - [6144/363571] Loss : 1.2612
|
| 133 |
+
2024-05-25 03:06:04,849 - INFO - Test loss : 0.6752
|
| 134 |
+
2024-05-25 03:06:04,849 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-25 03:06:09,458 - INFO - [6144/363571] Loss : 1.2595
|
| 137 |
+
2024-05-25 03:06:47,685 - INFO - Test loss : 0.6735
|
| 138 |
+
2024-05-25 03:06:47,685 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-25 03:06:52,298 - INFO - [6144/363571] Loss : 1.2605
|
| 141 |
+
2024-05-25 03:07:30,759 - INFO - Test loss : 0.6864
|
| 142 |
+
2024-05-25 03:07:30,759 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-25 03:07:35,358 - INFO - [6144/363571] Loss : 1.2619
|
| 145 |
+
2024-05-25 03:08:13,428 - INFO - Test loss : 0.6745
|
| 146 |
+
2024-05-25 03:08:13,428 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-25 03:08:18,172 - INFO - [6144/363571] Loss : 1.2596
|
| 149 |
+
2024-05-25 03:08:57,436 - INFO - Test loss : 0.6526
|
| 150 |
+
2024-05-25 03:08:57,436 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-25 03:09:02,041 - INFO - [6144/363571] Loss : 1.2541
|
| 153 |
+
2024-05-25 03:09:40,311 - INFO - Test loss : 0.6411
|
| 154 |
+
2024-05-25 03:09:40,311 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-25 03:09:44,873 - INFO - [6144/363571] Loss : 1.2418
|
| 157 |
+
2024-05-25 03:10:23,370 - INFO - Test loss : 0.6686
|
| 158 |
+
2024-05-25 03:10:23,370 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-25 03:10:27,983 - INFO - [6144/363571] Loss : 1.2443
|
| 161 |
+
2024-05-25 03:11:06,375 - INFO - Test loss : 0.6706
|
| 162 |
+
2024-05-25 03:11:06,375 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-25 03:11:11,050 - INFO - [6144/363571] Loss : 1.2475
|
| 165 |
+
2024-05-25 03:11:48,959 - INFO - Test loss : 0.6392
|
| 166 |
+
2024-05-25 03:11:48,959 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-25 03:11:53,527 - INFO - [6144/363571] Loss : 1.2401
|
| 169 |
+
2024-05-25 03:12:31,694 - INFO - Test loss : 0.6514
|
| 170 |
+
2024-05-25 03:12:32,053 - INFO - (53041,)
|
| 171 |
+
2024-05-25 03:12:32,204 - INFO - Split ID: 0
|
| 172 |
+
2024-05-25 03:12:32,225 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 18.24
|
| 173 |
+
2024-05-25 03:12:32,227 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 30.87
|
| 174 |
+
2024-05-25 03:12:32,229 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 39.19
|
| 175 |
+
2024-05-25 03:12:32,230 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 53.6
|
| 176 |
+
2024-05-25 03:12:32,236 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-25 03:12:32,241 - INFO - (53041,)
|
| 179 |
+
2024-05-25 03:12:32,397 - INFO - Split ID: 0
|
| 180 |
+
2024-05-25 03:12:32,397 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 181 |
+
2024-05-25 03:12:32,397 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 182 |
+
2024-05-25 03:12:32,397 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 183 |
+
2024-05-25 03:12:32,397 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 184 |
+
2024-05-25 03:13:11,877 - INFO - Split ID: 0
|
| 185 |
+
2024-05-25 03:13:11,877 - INFO - Top 1 (Epoch 30)acc (%): 70.6
|
| 186 |
+
2024-05-25 03:13:11,877 - INFO - Top 3 (Epoch 30)acc (%): 85.28
|
| 187 |
+
2024-05-25 03:13:11,878 - INFO - Top 5 (Epoch 30)acc (%): 89.84
|
| 188 |
+
2024-05-25 03:13:11,878 - INFO - Top 10 (Epoch 30)acc (%): 94.76
|
| 189 |
+
2024-05-25 03:13:11,878 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-25 03:13:16,342 - INFO - [6144/363571] Loss : 1.2432
|
| 192 |
+
2024-05-25 03:13:55,036 - INFO - Test loss : 0.6567
|
| 193 |
+
2024-05-25 03:13:55,036 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-25 03:13:59,494 - INFO - [6144/363571] Loss : 1.2290
|
| 196 |
+
2024-05-25 03:14:37,791 - INFO - Test loss : 0.6307
|
| 197 |
+
2024-05-25 03:14:37,791 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-25 03:14:42,332 - INFO - [6144/363571] Loss : 1.2204
|
| 200 |
+
2024-05-25 03:15:20,795 - INFO - Test loss : 0.6550
|
| 201 |
+
2024-05-25 03:15:20,795 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-25 03:15:25,418 - INFO - [6144/363571] Loss : 1.2295
|
| 204 |
+
2024-05-25 03:16:02,335 - INFO - Test loss : 0.6496
|
| 205 |
+
2024-05-25 03:16:02,335 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-25 03:16:07,034 - INFO - [6144/363571] Loss : 1.2237
|
| 208 |
+
2024-05-25 03:16:45,975 - INFO - Test loss : 0.6409
|
| 209 |
+
2024-05-25 03:16:45,975 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-25 03:16:50,439 - INFO - [6144/363571] Loss : 1.2284
|
| 212 |
+
2024-05-25 03:17:28,808 - INFO - Test loss : 0.6679
|
| 213 |
+
2024-05-25 03:17:28,808 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-25 03:17:33,415 - INFO - [6144/363571] Loss : 1.2101
|
| 216 |
+
2024-05-25 03:18:11,671 - INFO - Test loss : 0.6339
|
| 217 |
+
2024-05-25 03:18:11,671 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-25 03:18:16,116 - INFO - [6144/363571] Loss : 1.2055
|
| 220 |
+
2024-05-25 03:18:54,523 - INFO - Test loss : 0.6481
|
| 221 |
+
2024-05-25 03:18:54,524 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-25 03:18:58,980 - INFO - [6144/363571] Loss : 1.2100
|
| 224 |
+
2024-05-25 03:19:37,461 - INFO - Test loss : 0.6716
|
| 225 |
+
2024-05-25 03:19:37,461 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-25 03:19:41,985 - INFO - [6144/363571] Loss : 1.2019
|
| 228 |
+
2024-05-25 03:20:20,274 - INFO - Test loss : 0.6664
|
| 229 |
+
2024-05-25 03:20:20,641 - INFO - (53041,)
|
| 230 |
+
2024-05-25 03:20:20,792 - INFO - Split ID: 0
|
| 231 |
+
2024-05-25 03:20:20,813 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 18.55
|
| 232 |
+
2024-05-25 03:20:20,815 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 31.1
|
| 233 |
+
2024-05-25 03:20:20,816 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 39.02
|
| 234 |
+
2024-05-25 03:20:20,818 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 53.14
|
| 235 |
+
2024-05-25 03:20:20,824 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-25 03:20:20,829 - INFO - (53041,)
|
| 238 |
+
2024-05-25 03:20:20,981 - INFO - Split ID: 0
|
| 239 |
+
2024-05-25 03:20:20,981 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 240 |
+
2024-05-25 03:20:20,981 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 241 |
+
2024-05-25 03:20:20,981 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 242 |
+
2024-05-25 03:20:20,981 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 243 |
+
2024-05-25 03:21:00,443 - INFO - Split ID: 0
|
| 244 |
+
2024-05-25 03:21:00,443 - INFO - Top 1 (Epoch 40)acc (%): 70.72
|
| 245 |
+
2024-05-25 03:21:00,443 - INFO - Top 3 (Epoch 40)acc (%): 85.44
|
| 246 |
+
2024-05-25 03:21:00,443 - INFO - Top 5 (Epoch 40)acc (%): 89.99
|
| 247 |
+
2024-05-25 03:21:00,444 - INFO - Top 10 (Epoch 40)acc (%): 94.81
|
| 248 |
+
2024-05-25 03:21:00,444 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-25 03:21:05,032 - INFO - [6144/363571] Loss : 1.2005
|
| 251 |
+
2024-05-25 03:21:43,286 - INFO - Test loss : 0.6717
|
| 252 |
+
2024-05-25 03:21:43,286 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-25 03:21:47,889 - INFO - [6144/363571] Loss : 1.1828
|
| 255 |
+
2024-05-25 03:22:26,475 - INFO - Test loss : 0.6538
|
| 256 |
+
2024-05-25 03:22:26,476 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-25 03:22:31,092 - INFO - [6144/363571] Loss : 1.2022
|
| 259 |
+
2024-05-25 03:23:09,241 - INFO - Test loss : 0.6408
|
| 260 |
+
2024-05-25 03:23:09,241 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-25 03:23:13,540 - INFO - [6144/363571] Loss : 1.1903
|
| 263 |
+
2024-05-25 03:23:51,611 - INFO - Test loss : 0.6430
|
| 264 |
+
2024-05-25 03:23:51,611 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-25 03:23:56,129 - INFO - [6144/363571] Loss : 1.1882
|
| 267 |
+
2024-05-25 03:24:35,115 - INFO - Test loss : 0.6560
|
| 268 |
+
2024-05-25 03:24:35,116 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-25 03:24:39,719 - INFO - [6144/363571] Loss : 1.1982
|
| 271 |
+
2024-05-25 03:25:18,211 - INFO - Test loss : 0.6407
|
| 272 |
+
2024-05-25 03:25:18,211 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-25 03:25:22,846 - INFO - [6144/363571] Loss : 1.1891
|
| 275 |
+
2024-05-25 03:26:00,764 - INFO - Test loss : 0.6482
|
| 276 |
+
2024-05-25 03:26:00,764 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-25 03:26:05,361 - INFO - [6144/363571] Loss : 1.1882
|
| 279 |
+
2024-05-25 03:26:43,990 - INFO - Test loss : 0.6407
|
| 280 |
+
2024-05-25 03:26:43,991 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-25 03:26:48,549 - INFO - [6144/363571] Loss : 1.1725
|
| 283 |
+
2024-05-25 03:27:19,272 - INFO - Test loss : 0.6480
|
| 284 |
+
2024-05-25 03:27:19,272 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-25 03:27:21,866 - INFO - [6144/363571] Loss : 1.1848
|
| 287 |
+
2024-05-25 03:27:42,859 - INFO - Test loss : 0.6511
|
| 288 |
+
2024-05-25 03:27:43,657 - INFO - (53041,)
|
| 289 |
+
2024-05-25 03:27:44,007 - INFO - Split ID: 0
|
| 290 |
+
2024-05-25 03:27:44,029 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 19.03
|
| 291 |
+
2024-05-25 03:27:44,031 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 31.79
|
| 292 |
+
2024-05-25 03:27:44,033 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 39.75
|
| 293 |
+
2024-05-25 03:27:44,035 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 54.35
|
| 294 |
+
2024-05-25 03:27:44,041 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-25 03:27:44,046 - INFO - (53041,)
|
| 297 |
+
2024-05-25 03:27:44,543 - INFO - Split ID: 0
|
| 298 |
+
2024-05-25 03:27:44,544 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 299 |
+
2024-05-25 03:27:44,544 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 300 |
+
2024-05-25 03:27:44,544 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 301 |
+
2024-05-25 03:27:44,544 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 302 |
+
2024-05-25 03:28:12,828 - INFO - Split ID: 0
|
| 303 |
+
2024-05-25 03:28:12,828 - INFO - Top 1 (Epoch 50)acc (%): 70.77
|
| 304 |
+
2024-05-25 03:28:12,828 - INFO - Top 3 (Epoch 50)acc (%): 85.43
|
| 305 |
+
2024-05-25 03:28:12,829 - INFO - Top 5 (Epoch 50)acc (%): 90.01
|
| 306 |
+
2024-05-25 03:28:12,829 - INFO - Top 10 (Epoch 50)acc (%): 94.8
|
| 307 |
+
2024-05-25 03:28:12,829 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-25 03:28:15,541 - INFO - [6144/363571] Loss : 1.1882
|
| 310 |
+
2024-05-25 03:28:36,597 - INFO - Test loss : 0.6332
|
| 311 |
+
2024-05-25 03:28:36,597 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-25 03:28:39,301 - INFO - [6144/363571] Loss : 1.1916
|
| 314 |
+
2024-05-25 03:29:07,104 - INFO - Test loss : 0.6152
|
| 315 |
+
2024-05-25 03:29:07,105 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-25 03:29:11,770 - INFO - [6144/363571] Loss : 1.1803
|
| 318 |
+
2024-05-25 03:29:49,076 - INFO - Test loss : 0.6206
|
| 319 |
+
2024-05-25 03:29:49,076 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-25 03:29:53,852 - INFO - [6144/363571] Loss : 1.1720
|
| 322 |
+
2024-05-25 03:30:32,886 - INFO - Test loss : 0.6407
|
| 323 |
+
2024-05-25 03:30:32,886 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-25 03:30:37,474 - INFO - [6144/363571] Loss : 1.1593
|
| 326 |
+
2024-05-25 03:31:16,079 - INFO - Test loss : 0.6506
|
| 327 |
+
2024-05-25 03:31:16,079 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-25 03:31:20,647 - INFO - [6144/363571] Loss : 1.1757
|
| 330 |
+
2024-05-25 03:31:59,033 - INFO - Test loss : 0.6303
|
| 331 |
+
2024-05-25 03:31:59,034 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-25 03:32:03,639 - INFO - [6144/363571] Loss : 1.1764
|
| 334 |
+
2024-05-25 03:32:42,205 - INFO - Test loss : 0.6243
|
| 335 |
+
2024-05-25 03:32:42,206 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-25 03:32:46,825 - INFO - [6144/363571] Loss : 1.1639
|
| 338 |
+
2024-05-25 03:33:25,046 - INFO - Test loss : 0.6386
|
| 339 |
+
2024-05-25 03:33:25,046 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-25 03:33:29,696 - INFO - [6144/363571] Loss : 1.1581
|
| 342 |
+
2024-05-25 03:34:08,308 - INFO - Test loss : 0.6430
|
| 343 |
+
2024-05-25 03:34:08,309 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-25 03:34:12,930 - INFO - [6144/363571] Loss : 1.1470
|
| 346 |
+
2024-05-25 03:34:51,434 - INFO - Test loss : 0.6435
|
| 347 |
+
2024-05-25 03:34:51,779 - INFO - (53041,)
|
| 348 |
+
2024-05-25 03:34:51,932 - INFO - Split ID: 0
|
| 349 |
+
2024-05-25 03:34:51,952 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 19.56
|
| 350 |
+
2024-05-25 03:34:51,954 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 32.77
|
| 351 |
+
2024-05-25 03:34:51,956 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 40.86
|
| 352 |
+
2024-05-25 03:34:51,958 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 55.36
|
| 353 |
+
2024-05-25 03:34:51,964 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-25 03:34:51,969 - INFO - (53041,)
|
| 356 |
+
2024-05-25 03:34:52,122 - INFO - Split ID: 0
|
| 357 |
+
2024-05-25 03:34:52,123 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 358 |
+
2024-05-25 03:34:52,123 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 359 |
+
2024-05-25 03:34:52,123 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 360 |
+
2024-05-25 03:34:52,123 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 361 |
+
2024-05-25 03:35:31,572 - INFO - Split ID: 0
|
| 362 |
+
2024-05-25 03:35:31,572 - INFO - Top 1 (Epoch 60)acc (%): 70.82
|
| 363 |
+
2024-05-25 03:35:31,572 - INFO - Top 3 (Epoch 60)acc (%): 85.46
|
| 364 |
+
2024-05-25 03:35:31,572 - INFO - Top 5 (Epoch 60)acc (%): 90.06
|
| 365 |
+
2024-05-25 03:35:31,572 - INFO - Top 10 (Epoch 60)acc (%): 94.85
|
| 366 |
+
2024-05-25 03:35:31,573 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-25 03:35:36,126 - INFO - [6144/363571] Loss : 1.1659
|
| 369 |
+
2024-05-25 03:36:14,507 - INFO - Test loss : 0.6290
|
| 370 |
+
2024-05-25 03:36:14,507 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-25 03:36:19,119 - INFO - [6144/363571] Loss : 1.1650
|
| 373 |
+
2024-05-25 03:36:57,482 - INFO - Test loss : 0.6176
|
| 374 |
+
2024-05-25 03:36:57,482 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-25 03:37:02,086 - INFO - [6144/363571] Loss : 1.1649
|
| 377 |
+
2024-05-25 03:37:40,088 - INFO - Test loss : 0.6319
|
| 378 |
+
2024-05-25 03:37:40,088 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-25 03:37:44,808 - INFO - [6144/363571] Loss : 1.1622
|
| 381 |
+
2024-05-25 03:38:23,428 - INFO - Test loss : 0.6461
|
| 382 |
+
2024-05-25 03:38:23,429 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-25 03:38:28,076 - INFO - [6144/363571] Loss : 1.1631
|
| 385 |
+
2024-05-25 03:39:06,105 - INFO - Test loss : 0.6366
|
| 386 |
+
2024-05-25 03:39:06,106 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-25 03:39:10,720 - INFO - [6144/363571] Loss : 1.1440
|
| 389 |
+
2024-05-25 03:39:48,974 - INFO - Test loss : 0.6338
|
| 390 |
+
2024-05-25 03:39:48,974 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-25 03:39:53,597 - INFO - [6144/363571] Loss : 1.1466
|
| 393 |
+
2024-05-25 03:40:32,095 - INFO - Test loss : 0.6352
|
| 394 |
+
2024-05-25 03:40:32,095 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-25 03:40:36,677 - INFO - [6144/363571] Loss : 1.1616
|
| 397 |
+
2024-05-25 03:41:14,899 - INFO - Test loss : 0.6329
|
| 398 |
+
2024-05-25 03:41:14,899 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-25 03:41:19,520 - INFO - [6144/363571] Loss : 1.1558
|
| 401 |
+
2024-05-25 03:41:57,945 - INFO - Test loss : 0.6249
|
| 402 |
+
2024-05-25 03:41:57,945 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-25 03:42:02,554 - INFO - [6144/363571] Loss : 1.1434
|
| 405 |
+
2024-05-25 03:42:41,033 - INFO - Test loss : 0.6129
|
| 406 |
+
2024-05-25 03:42:41,398 - INFO - (53041,)
|
| 407 |
+
2024-05-25 03:42:41,549 - INFO - Split ID: 0
|
| 408 |
+
2024-05-25 03:42:41,570 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 19.97
|
| 409 |
+
2024-05-25 03:42:41,571 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 33.14
|
| 410 |
+
2024-05-25 03:42:41,573 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 40.63
|
| 411 |
+
2024-05-25 03:42:41,575 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 55.61
|
| 412 |
+
2024-05-25 03:42:41,581 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-25 03:42:41,586 - INFO - (53041,)
|
| 415 |
+
2024-05-25 03:42:41,738 - INFO - Split ID: 0
|
| 416 |
+
2024-05-25 03:42:41,738 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 417 |
+
2024-05-25 03:42:41,738 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 418 |
+
2024-05-25 03:42:41,738 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 419 |
+
2024-05-25 03:42:41,739 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 420 |
+
2024-05-25 03:43:21,165 - INFO - Split ID: 0
|
| 421 |
+
2024-05-25 03:43:21,166 - INFO - Top 1 (Epoch 70)acc (%): 70.78
|
| 422 |
+
2024-05-25 03:43:21,166 - INFO - Top 3 (Epoch 70)acc (%): 85.43
|
| 423 |
+
2024-05-25 03:43:21,166 - INFO - Top 5 (Epoch 70)acc (%): 90.01
|
| 424 |
+
2024-05-25 03:43:21,166 - INFO - Top 10 (Epoch 70)acc (%): 94.84
|
| 425 |
+
2024-05-25 03:43:21,166 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-25 03:43:25,821 - INFO - [6144/363571] Loss : 1.1543
|
| 428 |
+
2024-05-25 03:44:04,089 - INFO - Test loss : 0.6276
|
| 429 |
+
2024-05-25 03:44:04,089 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-25 03:44:08,690 - INFO - [6144/363571] Loss : 1.1465
|
| 432 |
+
2024-05-25 03:44:47,207 - INFO - Test loss : 0.6386
|
| 433 |
+
2024-05-25 03:44:47,207 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-25 03:44:51,791 - INFO - [6144/363571] Loss : 1.1373
|
| 436 |
+
2024-05-25 03:45:29,262 - INFO - Test loss : 0.6396
|
| 437 |
+
2024-05-25 03:45:29,262 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-25 03:45:33,917 - INFO - [6144/363571] Loss : 1.1407
|
| 440 |
+
2024-05-25 03:46:12,598 - INFO - Test loss : 0.6194
|
| 441 |
+
2024-05-25 03:46:12,598 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-25 03:46:17,195 - INFO - [6144/363571] Loss : 1.1316
|
| 444 |
+
2024-05-25 03:46:55,428 - INFO - Test loss : 0.6275
|
| 445 |
+
2024-05-25 03:46:55,428 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-25 03:47:00,014 - INFO - [6144/363571] Loss : 1.1409
|
| 448 |
+
2024-05-25 03:47:38,491 - INFO - Test loss : 0.6312
|
| 449 |
+
2024-05-25 03:47:38,492 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-25 03:47:43,138 - INFO - [6144/363571] Loss : 1.1581
|
| 452 |
+
2024-05-25 03:48:21,225 - INFO - Test loss : 0.6292
|
| 453 |
+
2024-05-25 03:48:21,225 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-25 03:48:25,846 - INFO - [6144/363571] Loss : 1.1364
|
| 456 |
+
2024-05-25 03:49:04,221 - INFO - Test loss : 0.6214
|
| 457 |
+
2024-05-25 03:49:04,221 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-25 03:49:08,841 - INFO - [6144/363571] Loss : 1.1433
|
| 460 |
+
2024-05-25 03:49:46,977 - INFO - Test loss : 0.6246
|
| 461 |
+
2024-05-25 03:49:46,977 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-25 03:49:51,554 - INFO - [6144/363571] Loss : 1.1481
|
| 464 |
+
2024-05-25 03:50:30,085 - INFO - Test loss : 0.6268
|
| 465 |
+
2024-05-25 03:50:30,462 - INFO - (53041,)
|
| 466 |
+
2024-05-25 03:50:30,616 - INFO - Split ID: 0
|
| 467 |
+
2024-05-25 03:50:30,638 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 19.61
|
| 468 |
+
2024-05-25 03:50:30,639 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 33.31
|
| 469 |
+
2024-05-25 03:50:30,641 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 40.9
|
| 470 |
+
2024-05-25 03:50:30,643 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 55.59
|
| 471 |
+
2024-05-25 03:50:30,649 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-25 03:50:30,654 - INFO - (53041,)
|
| 474 |
+
2024-05-25 03:50:30,809 - INFO - Split ID: 0
|
| 475 |
+
2024-05-25 03:50:30,809 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 476 |
+
2024-05-25 03:50:30,809 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 477 |
+
2024-05-25 03:50:30,809 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 478 |
+
2024-05-25 03:50:30,809 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 479 |
+
2024-05-25 03:51:10,227 - INFO - Split ID: 0
|
| 480 |
+
2024-05-25 03:51:10,227 - INFO - Top 1 (Epoch 80)acc (%): 70.85
|
| 481 |
+
2024-05-25 03:51:10,227 - INFO - Top 3 (Epoch 80)acc (%): 85.48
|
| 482 |
+
2024-05-25 03:51:10,227 - INFO - Top 5 (Epoch 80)acc (%): 90.06
|
| 483 |
+
2024-05-25 03:51:10,227 - INFO - Top 10 (Epoch 80)acc (%): 94.86
|
| 484 |
+
2024-05-25 03:51:10,228 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-25 03:51:14,835 - INFO - [6144/363571] Loss : 1.1431
|
| 487 |
+
2024-05-25 03:51:53,523 - INFO - Test loss : 0.6257
|
| 488 |
+
2024-05-25 03:51:53,523 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-25 03:51:58,039 - INFO - [6144/363571] Loss : 1.1474
|
| 491 |
+
2024-05-25 03:52:35,391 - INFO - Test loss : 0.6245
|
| 492 |
+
2024-05-25 03:52:35,391 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-25 03:52:40,113 - INFO - [6144/363571] Loss : 1.1302
|
| 495 |
+
2024-05-25 03:53:14,372 - INFO - Test loss : 0.6197
|
| 496 |
+
2024-05-25 03:53:14,372 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-25 03:53:16,830 - INFO - [6144/363571] Loss : 1.1340
|
| 499 |
+
2024-05-25 03:53:53,731 - INFO - Test loss : 0.6253
|
| 500 |
+
2024-05-25 03:53:53,731 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-25 03:53:58,326 - INFO - [6144/363571] Loss : 1.1283
|
| 503 |
+
2024-05-25 03:54:36,876 - INFO - Test loss : 0.6294
|
| 504 |
+
2024-05-25 03:54:36,876 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-25 03:54:41,487 - INFO - [6144/363571] Loss : 1.1319
|
| 507 |
+
2024-05-25 03:55:19,732 - INFO - Test loss : 0.6285
|
| 508 |
+
2024-05-25 03:55:19,733 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-25 03:55:24,343 - INFO - [6144/363571] Loss : 1.1400
|
| 511 |
+
2024-05-25 03:56:02,507 - INFO - Test loss : 0.6176
|
| 512 |
+
2024-05-25 03:56:02,507 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-25 03:56:07,124 - INFO - [6144/363571] Loss : 1.1280
|
| 515 |
+
2024-05-25 03:56:45,713 - INFO - Test loss : 0.6112
|
| 516 |
+
2024-05-25 03:56:45,713 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-25 03:56:50,207 - INFO - [6144/363571] Loss : 1.1310
|
| 519 |
+
2024-05-25 03:57:28,594 - INFO - Test loss : 0.6173
|
| 520 |
+
2024-05-25 03:57:28,594 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-25 03:57:33,177 - INFO - [6144/363571] Loss : 1.1271
|
| 523 |
+
2024-05-25 03:58:11,601 - INFO - Test loss : 0.6291
|
| 524 |
+
2024-05-25 03:58:11,977 - INFO - (53041,)
|
| 525 |
+
2024-05-25 03:58:12,131 - INFO - Split ID: 0
|
| 526 |
+
2024-05-25 03:58:12,151 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 19.99
|
| 527 |
+
2024-05-25 03:58:12,153 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 33.51
|
| 528 |
+
2024-05-25 03:58:12,155 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 41.82
|
| 529 |
+
2024-05-25 03:58:12,157 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 56.69
|
| 530 |
+
2024-05-25 03:58:12,163 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-25 03:58:12,168 - INFO - (53041,)
|
| 533 |
+
2024-05-25 03:58:12,324 - INFO - Split ID: 0
|
| 534 |
+
2024-05-25 03:58:12,324 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 535 |
+
2024-05-25 03:58:12,324 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 536 |
+
2024-05-25 03:58:12,325 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 537 |
+
2024-05-25 03:58:12,325 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 538 |
+
2024-05-25 03:58:51,728 - INFO - Split ID: 0
|
| 539 |
+
2024-05-25 03:58:51,729 - INFO - Top 1 (Epoch 90)acc (%): 70.86
|
| 540 |
+
2024-05-25 03:58:51,729 - INFO - Top 3 (Epoch 90)acc (%): 85.52
|
| 541 |
+
2024-05-25 03:58:51,729 - INFO - Top 5 (Epoch 90)acc (%): 90.09
|
| 542 |
+
2024-05-25 03:58:51,729 - INFO - Top 10 (Epoch 90)acc (%): 94.88
|
| 543 |
+
2024-05-25 03:58:51,730 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-25 03:58:56,332 - INFO - [6144/363571] Loss : 1.1168
|
| 546 |
+
2024-05-25 03:59:34,544 - INFO - Test loss : 0.6355
|
| 547 |
+
2024-05-25 03:59:34,544 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-25 03:59:39,161 - INFO - [6144/363571] Loss : 1.1263
|
| 550 |
+
2024-05-25 04:00:17,412 - INFO - Test loss : 0.6348
|
| 551 |
+
2024-05-25 04:00:17,412 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-25 04:00:22,023 - INFO - [6144/363571] Loss : 1.1209
|
| 554 |
+
2024-05-25 04:01:00,066 - INFO - Test loss : 0.6269
|
| 555 |
+
2024-05-25 04:01:00,066 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-25 04:01:04,681 - INFO - [6144/363571] Loss : 1.1159
|
| 558 |
+
2024-05-25 04:01:42,609 - INFO - Test loss : 0.6128
|
| 559 |
+
2024-05-25 04:01:42,609 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-25 04:01:47,373 - INFO - [6144/363571] Loss : 1.1169
|
| 562 |
+
2024-05-25 04:02:25,600 - INFO - Test loss : 0.6123
|
| 563 |
+
2024-05-25 04:02:25,600 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-25 04:02:30,024 - INFO - [6144/363571] Loss : 1.1229
|
| 566 |
+
2024-05-25 04:03:08,568 - INFO - Test loss : 0.6159
|
| 567 |
+
2024-05-25 04:03:08,569 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-25 04:03:13,184 - INFO - [6144/363571] Loss : 1.1398
|
| 570 |
+
2024-05-25 04:03:51,546 - INFO - Test loss : 0.6162
|
| 571 |
+
2024-05-25 04:03:51,546 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-25 04:03:55,918 - INFO - [6144/363571] Loss : 1.1314
|
| 574 |
+
2024-05-25 04:04:34,409 - INFO - Test loss : 0.6085
|
| 575 |
+
2024-05-25 04:04:34,409 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-25 04:04:39,015 - INFO - [6144/363571] Loss : 1.1184
|
| 578 |
+
2024-05-25 04:05:17,660 - INFO - Test loss : 0.6135
|
| 579 |
+
2024-05-25 04:05:17,660 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_fmow_Sphere2Vec-sphereC_inception_v3_0.0050_64_0.0005000_1_512.pth.tar
|
| 580 |
+
2024-05-25 04:05:17,666 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_fmow_Sphere2Vec-sphereC_inception_v3_0.0050_64_0.0005000_1_512.pth.tar
|
| 581 |
+
2024-05-25 04:05:17,681 - INFO -
|
| 582 |
+
No prior
|
| 583 |
+
2024-05-25 04:05:17,686 - INFO - (53041,)
|
| 584 |
+
2024-05-25 04:05:17,841 - INFO - Split ID: 0
|
| 585 |
+
2024-05-25 04:05:17,841 - INFO - Top 1 acc (%): 69.83
|
| 586 |
+
2024-05-25 04:05:17,842 - INFO - Top 3 acc (%): 84.61
|
| 587 |
+
2024-05-25 04:05:17,842 - INFO - Top 5 acc (%): 89.23
|
| 588 |
+
2024-05-25 04:05:17,842 - INFO - Top 10 acc (%): 94.29
|
| 589 |
+
2024-05-25 04:05:57,278 - INFO - Split ID: 0
|
| 590 |
+
2024-05-25 04:05:57,278 - INFO - Top 1 acc (%): 70.85
|
| 591 |
+
2024-05-25 04:05:57,278 - INFO - Top 3 acc (%): 85.49
|
| 592 |
+
2024-05-25 04:05:57,278 - INFO - Top 5 acc (%): 90.07
|
| 593 |
+
2024-05-25 04:05:57,278 - INFO - Top 10 acc (%): 94.86
|
| 594 |
+
2024-05-25 04:05:57,279 - INFO -
|
| 595 |
+
Sphere2Vec-sphereC
|
| 596 |
+
2024-05-25 04:05:57,279 - INFO - Model : model_fmow_Sphere2Vec-sphereC_inception_v3_0.0050_64_0.0005000_1_512.pth.tar
|
| 597 |
+
2024-05-25 04:05:57,653 - INFO - (53041,)
|
| 598 |
+
2024-05-25 04:05:57,806 - INFO - Split ID: 0
|
| 599 |
+
2024-05-25 04:05:57,826 - INFO - Top 1 LocEnc acc (%): 19.9
|
| 600 |
+
2024-05-25 04:05:57,828 - INFO - Top 3 LocEnc acc (%): 34.04
|
| 601 |
+
2024-05-25 04:05:57,829 - INFO - Top 5 LocEnc acc (%): 42.1
|
| 602 |
+
2024-05-25 04:05:57,831 - INFO - Top 10 LocEnc acc (%): 57.51
|