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data/model_yfcc_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_512_BATCH4096_leakyrelu.log
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| 1 |
+
2024-05-30 18:20:21,682 - INFO -
|
| 2 |
+
num_classes 100
|
| 3 |
+
2024-05-30 18:20:21,682 - INFO - num train 66739
|
| 4 |
+
2024-05-30 18:20:21,682 - INFO - num val 4449
|
| 5 |
+
2024-05-30 18:20:21,682 - INFO - train loss full_loss
|
| 6 |
+
2024-05-30 18:20:21,683 - INFO - model name ../models/sphere2vec_dfs/model_yfcc_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 7 |
+
2024-05-30 18:20:21,683 - INFO - num users 1
|
| 8 |
+
2024-05-30 18:20:22,442 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-30 18:20:34,246 - INFO - [65536/66739] Loss : 1.8735
|
| 11 |
+
2024-05-30 18:20:36,326 - INFO - Test loss : 0.5131
|
| 12 |
+
2024-05-30 18:20:36,326 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-30 18:20:48,958 - INFO - [65536/66739] Loss : 1.3218
|
| 15 |
+
2024-05-30 18:20:50,631 - INFO - Test loss : 0.5169
|
| 16 |
+
2024-05-30 18:20:50,631 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-30 18:21:01,777 - INFO - [65536/66739] Loss : 1.2888
|
| 19 |
+
2024-05-30 18:21:02,701 - INFO - Test loss : 0.5769
|
| 20 |
+
2024-05-30 18:21:02,701 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-30 18:21:15,068 - INFO - [65536/66739] Loss : 1.2712
|
| 23 |
+
2024-05-30 18:21:15,296 - INFO - Test loss : 0.5743
|
| 24 |
+
2024-05-30 18:21:15,296 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-30 18:21:27,982 - INFO - [65536/66739] Loss : 1.2627
|
| 27 |
+
2024-05-30 18:21:28,301 - INFO - Test loss : 0.5784
|
| 28 |
+
2024-05-30 18:21:28,301 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-30 18:21:39,829 - INFO - [65536/66739] Loss : 1.2572
|
| 31 |
+
2024-05-30 18:21:41,343 - INFO - Test loss : 0.5875
|
| 32 |
+
2024-05-30 18:21:41,343 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-30 18:21:55,701 - INFO - [65536/66739] Loss : 1.2536
|
| 35 |
+
2024-05-30 18:21:55,938 - INFO - Test loss : 0.5821
|
| 36 |
+
2024-05-30 18:21:55,938 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-30 18:22:08,848 - INFO - [65536/66739] Loss : 1.2514
|
| 39 |
+
2024-05-30 18:22:09,079 - INFO - Test loss : 0.5734
|
| 40 |
+
2024-05-30 18:22:09,079 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-30 18:22:20,482 - INFO - [65536/66739] Loss : 1.2491
|
| 43 |
+
2024-05-30 18:22:21,192 - INFO - Test loss : 0.5648
|
| 44 |
+
2024-05-30 18:22:21,192 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-30 18:22:33,199 - INFO - [65536/66739] Loss : 1.2473
|
| 47 |
+
2024-05-30 18:22:34,089 - INFO - Test loss : 0.5730
|
| 48 |
+
2024-05-30 18:22:34,089 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-30 18:22:45,258 - INFO - [65536/66739] Loss : 1.2458
|
| 51 |
+
2024-05-30 18:22:46,785 - INFO - Test loss : 0.5818
|
| 52 |
+
2024-05-30 18:22:46,805 - INFO - (4449,)
|
| 53 |
+
2024-05-30 18:22:46,820 - INFO - Split ID: 0
|
| 54 |
+
2024-05-30 18:22:46,822 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.19
|
| 55 |
+
2024-05-30 18:22:46,822 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 9.26
|
| 56 |
+
2024-05-30 18:22:46,822 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 14.59
|
| 57 |
+
2024-05-30 18:22:46,822 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 25.24
|
| 58 |
+
2024-05-30 18:22:46,823 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-30 18:22:46,825 - INFO - (17798,)
|
| 61 |
+
2024-05-30 18:22:46,916 - INFO - Split ID: 0
|
| 62 |
+
2024-05-30 18:22:46,916 - INFO - Top 1 (Epoch 10)acc (%): 50.15
|
| 63 |
+
2024-05-30 18:22:46,917 - INFO - Top 3 (Epoch 10)acc (%): 73.9
|
| 64 |
+
2024-05-30 18:22:46,917 - INFO - Top 5 (Epoch 10)acc (%): 82.45
|
| 65 |
+
2024-05-30 18:22:46,917 - INFO - Top 10 (Epoch 10)acc (%): 91.06
|
| 66 |
+
2024-05-30 18:23:01,002 - INFO - Split ID: 0
|
| 67 |
+
2024-05-30 18:23:01,002 - INFO - Top 1 (Epoch 10)acc (%): 50.15
|
| 68 |
+
2024-05-30 18:23:01,003 - INFO - Top 3 (Epoch 10)acc (%): 74.02
|
| 69 |
+
2024-05-30 18:23:01,003 - INFO - Top 5 (Epoch 10)acc (%): 82.63
|
| 70 |
+
2024-05-30 18:23:01,003 - INFO - Top 10 (Epoch 10)acc (%): 91.0
|
| 71 |
+
2024-05-30 18:23:01,003 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-30 18:23:13,608 - INFO - [65536/66739] Loss : 1.2447
|
| 74 |
+
2024-05-30 18:23:13,850 - INFO - Test loss : 0.5753
|
| 75 |
+
2024-05-30 18:23:13,850 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-30 18:23:26,855 - INFO - [65536/66739] Loss : 1.2433
|
| 78 |
+
2024-05-30 18:23:27,097 - INFO - Test loss : 0.5634
|
| 79 |
+
2024-05-30 18:23:27,097 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-30 18:23:39,377 - INFO - [65536/66739] Loss : 1.2409
|
| 82 |
+
2024-05-30 18:23:39,603 - INFO - Test loss : 0.5591
|
| 83 |
+
2024-05-30 18:23:39,603 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-30 18:23:51,391 - INFO - [65536/66739] Loss : 1.2401
|
| 86 |
+
2024-05-30 18:23:52,953 - INFO - Test loss : 0.5718
|
| 87 |
+
2024-05-30 18:23:52,953 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-30 18:24:03,738 - INFO - [65536/66739] Loss : 1.2389
|
| 90 |
+
2024-05-30 18:24:05,767 - INFO - Test loss : 0.5682
|
| 91 |
+
2024-05-30 18:24:05,767 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-30 18:24:18,494 - INFO - [65536/66739] Loss : 1.2375
|
| 94 |
+
2024-05-30 18:24:19,800 - INFO - Test loss : 0.5795
|
| 95 |
+
2024-05-30 18:24:19,800 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-30 18:24:32,479 - INFO - [65536/66739] Loss : 1.2364
|
| 98 |
+
2024-05-30 18:24:32,721 - INFO - Test loss : 0.5519
|
| 99 |
+
2024-05-30 18:24:32,721 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-30 18:24:45,872 - INFO - [65536/66739] Loss : 1.2324
|
| 102 |
+
2024-05-30 18:24:46,282 - INFO - Test loss : 0.5547
|
| 103 |
+
2024-05-30 18:24:46,282 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-30 18:24:58,513 - INFO - [65536/66739] Loss : 1.2294
|
| 106 |
+
2024-05-30 18:25:00,049 - INFO - Test loss : 0.5446
|
| 107 |
+
2024-05-30 18:25:00,050 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-30 18:25:11,010 - INFO - [65536/66739] Loss : 1.2278
|
| 110 |
+
2024-05-30 18:25:12,384 - INFO - Test loss : 0.5537
|
| 111 |
+
2024-05-30 18:25:12,399 - INFO - (4449,)
|
| 112 |
+
2024-05-30 18:25:12,415 - INFO - Split ID: 0
|
| 113 |
+
2024-05-30 18:25:12,417 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 3.89
|
| 114 |
+
2024-05-30 18:25:12,417 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 9.69
|
| 115 |
+
2024-05-30 18:25:12,417 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 16.12
|
| 116 |
+
2024-05-30 18:25:12,417 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 27.96
|
| 117 |
+
2024-05-30 18:25:12,418 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-30 18:25:12,420 - INFO - (17798,)
|
| 120 |
+
2024-05-30 18:25:12,514 - INFO - Split ID: 0
|
| 121 |
+
2024-05-30 18:25:12,515 - INFO - Top 1 (Epoch 20)acc (%): 50.15
|
| 122 |
+
2024-05-30 18:25:12,515 - INFO - Top 3 (Epoch 20)acc (%): 73.9
|
| 123 |
+
2024-05-30 18:25:12,515 - INFO - Top 5 (Epoch 20)acc (%): 82.45
|
| 124 |
+
2024-05-30 18:25:12,515 - INFO - Top 10 (Epoch 20)acc (%): 91.06
|
| 125 |
+
2024-05-30 18:25:26,718 - INFO - Split ID: 0
|
| 126 |
+
2024-05-30 18:25:26,719 - INFO - Top 1 (Epoch 20)acc (%): 50.26
|
| 127 |
+
2024-05-30 18:25:26,719 - INFO - Top 3 (Epoch 20)acc (%): 74.22
|
| 128 |
+
2024-05-30 18:25:26,719 - INFO - Top 5 (Epoch 20)acc (%): 82.71
|
| 129 |
+
2024-05-30 18:25:26,719 - INFO - Top 10 (Epoch 20)acc (%): 91.12
|
| 130 |
+
2024-05-30 18:25:26,719 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-30 18:25:39,823 - INFO - [65536/66739] Loss : 1.2264
|
| 133 |
+
2024-05-30 18:25:40,413 - INFO - Test loss : 0.5288
|
| 134 |
+
2024-05-30 18:25:40,413 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-30 18:25:52,477 - INFO - [65536/66739] Loss : 1.2246
|
| 137 |
+
2024-05-30 18:25:52,724 - INFO - Test loss : 0.5497
|
| 138 |
+
2024-05-30 18:25:52,724 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-30 18:26:04,474 - INFO - [65536/66739] Loss : 1.2230
|
| 141 |
+
2024-05-30 18:26:05,355 - INFO - Test loss : 0.5401
|
| 142 |
+
2024-05-30 18:26:05,355 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-30 18:26:17,719 - INFO - [65536/66739] Loss : 1.2219
|
| 145 |
+
2024-05-30 18:26:19,349 - INFO - Test loss : 0.5482
|
| 146 |
+
2024-05-30 18:26:19,350 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-30 18:26:31,898 - INFO - [65536/66739] Loss : 1.2206
|
| 149 |
+
2024-05-30 18:26:32,988 - INFO - Test loss : 0.5427
|
| 150 |
+
2024-05-30 18:26:32,989 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-30 18:26:46,665 - INFO - [65536/66739] Loss : 1.2198
|
| 153 |
+
2024-05-30 18:26:48,592 - INFO - Test loss : 0.5336
|
| 154 |
+
2024-05-30 18:26:48,592 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-30 18:27:01,374 - INFO - [65536/66739] Loss : 1.2184
|
| 157 |
+
2024-05-30 18:27:01,604 - INFO - Test loss : 0.5425
|
| 158 |
+
2024-05-30 18:27:01,604 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-30 18:27:13,504 - INFO - [65536/66739] Loss : 1.2185
|
| 161 |
+
2024-05-30 18:27:13,737 - INFO - Test loss : 0.5329
|
| 162 |
+
2024-05-30 18:27:13,737 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-30 18:27:26,448 - INFO - [65536/66739] Loss : 1.2156
|
| 165 |
+
2024-05-30 18:27:26,678 - INFO - Test loss : 0.5433
|
| 166 |
+
2024-05-30 18:27:26,678 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-30 18:27:39,209 - INFO - [65536/66739] Loss : 1.2153
|
| 169 |
+
2024-05-30 18:27:39,439 - INFO - Test loss : 0.5239
|
| 170 |
+
2024-05-30 18:27:39,452 - INFO - (4449,)
|
| 171 |
+
2024-05-30 18:27:39,470 - INFO - Split ID: 0
|
| 172 |
+
2024-05-30 18:27:39,472 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 3.06
|
| 173 |
+
2024-05-30 18:27:39,472 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 10.5
|
| 174 |
+
2024-05-30 18:27:39,472 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 16.57
|
| 175 |
+
2024-05-30 18:27:39,472 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 27.83
|
| 176 |
+
2024-05-30 18:27:39,473 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-30 18:27:39,475 - INFO - (17798,)
|
| 179 |
+
2024-05-30 18:27:39,577 - INFO - Split ID: 0
|
| 180 |
+
2024-05-30 18:27:39,578 - INFO - Top 1 (Epoch 30)acc (%): 50.15
|
| 181 |
+
2024-05-30 18:27:39,578 - INFO - Top 3 (Epoch 30)acc (%): 73.9
|
| 182 |
+
2024-05-30 18:27:39,578 - INFO - Top 5 (Epoch 30)acc (%): 82.45
|
| 183 |
+
2024-05-30 18:27:39,578 - INFO - Top 10 (Epoch 30)acc (%): 91.06
|
| 184 |
+
2024-05-30 18:27:53,913 - INFO - Split ID: 0
|
| 185 |
+
2024-05-30 18:27:53,913 - INFO - Top 1 (Epoch 30)acc (%): 50.32
|
| 186 |
+
2024-05-30 18:27:53,913 - INFO - Top 3 (Epoch 30)acc (%): 74.35
|
| 187 |
+
2024-05-30 18:27:53,914 - INFO - Top 5 (Epoch 30)acc (%): 82.85
|
| 188 |
+
2024-05-30 18:27:53,914 - INFO - Top 10 (Epoch 30)acc (%): 91.24
|
| 189 |
+
2024-05-30 18:27:53,914 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-30 18:28:05,582 - INFO - [65536/66739] Loss : 1.2132
|
| 192 |
+
2024-05-30 18:28:07,148 - INFO - Test loss : 0.5440
|
| 193 |
+
2024-05-30 18:28:07,149 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-30 18:28:17,924 - INFO - [65536/66739] Loss : 1.2092
|
| 196 |
+
2024-05-30 18:28:18,503 - INFO - Test loss : 0.5384
|
| 197 |
+
2024-05-30 18:28:18,503 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-30 18:28:30,212 - INFO - [65536/66739] Loss : 1.2073
|
| 200 |
+
2024-05-30 18:28:31,100 - INFO - Test loss : 0.5381
|
| 201 |
+
2024-05-30 18:28:31,100 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-30 18:28:43,532 - INFO - [65536/66739] Loss : 1.2051
|
| 204 |
+
2024-05-30 18:28:44,899 - INFO - Test loss : 0.5343
|
| 205 |
+
2024-05-30 18:28:44,899 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-30 18:28:56,698 - INFO - [65536/66739] Loss : 1.2014
|
| 208 |
+
2024-05-30 18:28:57,513 - INFO - Test loss : 0.5181
|
| 209 |
+
2024-05-30 18:28:57,513 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-30 18:29:09,811 - INFO - [65536/66739] Loss : 1.1991
|
| 212 |
+
2024-05-30 18:29:10,088 - INFO - Test loss : 0.5134
|
| 213 |
+
2024-05-30 18:29:10,089 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-30 18:29:19,586 - INFO - [65536/66739] Loss : 1.1963
|
| 216 |
+
2024-05-30 18:29:19,820 - INFO - Test loss : 0.5167
|
| 217 |
+
2024-05-30 18:29:19,820 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-30 18:29:23,884 - INFO - [65536/66739] Loss : 1.1950
|
| 220 |
+
2024-05-30 18:29:24,194 - INFO - Test loss : 0.5211
|
| 221 |
+
2024-05-30 18:29:24,194 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-30 18:29:28,273 - INFO - [65536/66739] Loss : 1.1918
|
| 224 |
+
2024-05-30 18:29:28,504 - INFO - Test loss : 0.5194
|
| 225 |
+
2024-05-30 18:29:28,504 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-30 18:29:32,578 - INFO - [65536/66739] Loss : 1.1924
|
| 228 |
+
2024-05-30 18:29:32,812 - INFO - Test loss : 0.5178
|
| 229 |
+
2024-05-30 18:29:32,824 - INFO - (4449,)
|
| 230 |
+
2024-05-30 18:29:32,843 - INFO - Split ID: 0
|
| 231 |
+
2024-05-30 18:29:32,844 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 4.83
|
| 232 |
+
2024-05-30 18:29:32,844 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 12.41
|
| 233 |
+
2024-05-30 18:29:32,844 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 18.59
|
| 234 |
+
2024-05-30 18:29:32,845 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 31.71
|
| 235 |
+
2024-05-30 18:29:32,845 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-30 18:29:32,847 - INFO - (17798,)
|
| 238 |
+
2024-05-30 18:29:32,942 - INFO - Split ID: 0
|
| 239 |
+
2024-05-30 18:29:32,942 - INFO - Top 1 (Epoch 40)acc (%): 50.15
|
| 240 |
+
2024-05-30 18:29:32,942 - INFO - Top 3 (Epoch 40)acc (%): 73.9
|
| 241 |
+
2024-05-30 18:29:32,942 - INFO - Top 5 (Epoch 40)acc (%): 82.45
|
| 242 |
+
2024-05-30 18:29:32,942 - INFO - Top 10 (Epoch 40)acc (%): 91.06
|
| 243 |
+
2024-05-30 18:29:43,449 - INFO - Split ID: 0
|
| 244 |
+
2024-05-30 18:29:43,449 - INFO - Top 1 (Epoch 40)acc (%): 50.53
|
| 245 |
+
2024-05-30 18:29:43,449 - INFO - Top 3 (Epoch 40)acc (%): 74.42
|
| 246 |
+
2024-05-30 18:29:43,449 - INFO - Top 5 (Epoch 40)acc (%): 83.03
|
| 247 |
+
2024-05-30 18:29:43,449 - INFO - Top 10 (Epoch 40)acc (%): 91.4
|
| 248 |
+
2024-05-30 18:29:43,450 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-30 18:29:47,553 - INFO - [65536/66739] Loss : 1.1921
|
| 251 |
+
2024-05-30 18:29:47,786 - INFO - Test loss : 0.5066
|
| 252 |
+
2024-05-30 18:29:47,787 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-30 18:29:53,871 - INFO - [65536/66739] Loss : 1.1900
|
| 255 |
+
2024-05-30 18:29:54,358 - INFO - Test loss : 0.5114
|
| 256 |
+
2024-05-30 18:29:54,358 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-30 18:30:02,339 - INFO - [65536/66739] Loss : 1.1886
|
| 259 |
+
2024-05-30 18:30:02,827 - INFO - Test loss : 0.5081
|
| 260 |
+
2024-05-30 18:30:02,827 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-30 18:30:13,556 - INFO - [65536/66739] Loss : 1.1889
|
| 263 |
+
2024-05-30 18:30:13,786 - INFO - Test loss : 0.5160
|
| 264 |
+
2024-05-30 18:30:13,787 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-30 18:30:25,222 - INFO - [65536/66739] Loss : 1.1862
|
| 267 |
+
2024-05-30 18:30:25,455 - INFO - Test loss : 0.5259
|
| 268 |
+
2024-05-30 18:30:25,456 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-30 18:30:37,774 - INFO - [65536/66739] Loss : 1.1843
|
| 271 |
+
2024-05-30 18:30:38,645 - INFO - Test loss : 0.5161
|
| 272 |
+
2024-05-30 18:30:38,645 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-30 18:30:50,790 - INFO - [65536/66739] Loss : 1.1829
|
| 275 |
+
2024-05-30 18:30:51,348 - INFO - Test loss : 0.5081
|
| 276 |
+
2024-05-30 18:30:51,348 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-30 18:31:04,069 - INFO - [65536/66739] Loss : 1.1832
|
| 279 |
+
2024-05-30 18:31:04,534 - INFO - Test loss : 0.5120
|
| 280 |
+
2024-05-30 18:31:04,534 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-30 18:31:17,197 - INFO - [65536/66739] Loss : 1.1817
|
| 283 |
+
2024-05-30 18:31:17,718 - INFO - Test loss : 0.5112
|
| 284 |
+
2024-05-30 18:31:17,718 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-30 18:31:29,846 - INFO - [65536/66739] Loss : 1.1809
|
| 287 |
+
2024-05-30 18:31:30,267 - INFO - Test loss : 0.5082
|
| 288 |
+
2024-05-30 18:31:30,283 - INFO - (4449,)
|
| 289 |
+
2024-05-30 18:31:30,302 - INFO - Split ID: 0
|
| 290 |
+
2024-05-30 18:31:30,304 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 6.61
|
| 291 |
+
2024-05-30 18:31:30,304 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 13.94
|
| 292 |
+
2024-05-30 18:31:30,305 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 19.87
|
| 293 |
+
2024-05-30 18:31:30,305 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 33.2
|
| 294 |
+
2024-05-30 18:31:30,305 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-30 18:31:30,308 - INFO - (17798,)
|
| 297 |
+
2024-05-30 18:31:30,400 - INFO - Split ID: 0
|
| 298 |
+
2024-05-30 18:31:30,400 - INFO - Top 1 (Epoch 50)acc (%): 50.15
|
| 299 |
+
2024-05-30 18:31:30,400 - INFO - Top 3 (Epoch 50)acc (%): 73.9
|
| 300 |
+
2024-05-30 18:31:30,400 - INFO - Top 5 (Epoch 50)acc (%): 82.45
|
| 301 |
+
2024-05-30 18:31:30,400 - INFO - Top 10 (Epoch 50)acc (%): 91.06
|
| 302 |
+
2024-05-30 18:31:44,580 - INFO - Split ID: 0
|
| 303 |
+
2024-05-30 18:31:44,580 - INFO - Top 1 (Epoch 50)acc (%): 50.56
|
| 304 |
+
2024-05-30 18:31:44,580 - INFO - Top 3 (Epoch 50)acc (%): 74.33
|
| 305 |
+
2024-05-30 18:31:44,581 - INFO - Top 5 (Epoch 50)acc (%): 83.22
|
| 306 |
+
2024-05-30 18:31:44,581 - INFO - Top 10 (Epoch 50)acc (%): 91.47
|
| 307 |
+
2024-05-30 18:31:44,581 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-30 18:31:56,077 - INFO - [65536/66739] Loss : 1.1806
|
| 310 |
+
2024-05-30 18:31:56,905 - INFO - Test loss : 0.5109
|
| 311 |
+
2024-05-30 18:31:56,905 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-30 18:32:08,598 - INFO - [65536/66739] Loss : 1.1787
|
| 314 |
+
2024-05-30 18:32:08,980 - INFO - Test loss : 0.5065
|
| 315 |
+
2024-05-30 18:32:08,980 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-30 18:32:21,686 - INFO - [65536/66739] Loss : 1.1780
|
| 318 |
+
2024-05-30 18:32:22,107 - INFO - Test loss : 0.5122
|
| 319 |
+
2024-05-30 18:32:22,107 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-30 18:32:37,615 - INFO - [65536/66739] Loss : 1.1774
|
| 322 |
+
2024-05-30 18:32:37,855 - INFO - Test loss : 0.5158
|
| 323 |
+
2024-05-30 18:32:37,855 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-30 18:32:50,134 - INFO - [65536/66739] Loss : 1.1780
|
| 326 |
+
2024-05-30 18:32:51,376 - INFO - Test loss : 0.5073
|
| 327 |
+
2024-05-30 18:32:51,376 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-30 18:33:03,360 - INFO - [65536/66739] Loss : 1.1755
|
| 330 |
+
2024-05-30 18:33:05,015 - INFO - Test loss : 0.5091
|
| 331 |
+
2024-05-30 18:33:05,015 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-30 18:33:16,296 - INFO - [65536/66739] Loss : 1.1762
|
| 334 |
+
2024-05-30 18:33:16,716 - INFO - Test loss : 0.5200
|
| 335 |
+
2024-05-30 18:33:16,716 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-30 18:33:29,893 - INFO - [65536/66739] Loss : 1.1758
|
| 338 |
+
2024-05-30 18:33:30,125 - INFO - Test loss : 0.4990
|
| 339 |
+
2024-05-30 18:33:30,125 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-30 18:33:41,987 - INFO - [65536/66739] Loss : 1.1745
|
| 342 |
+
2024-05-30 18:33:42,324 - INFO - Test loss : 0.5139
|
| 343 |
+
2024-05-30 18:33:42,325 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-30 18:33:55,070 - INFO - [65536/66739] Loss : 1.1745
|
| 346 |
+
2024-05-30 18:33:56,371 - INFO - Test loss : 0.5064
|
| 347 |
+
2024-05-30 18:33:56,385 - INFO - (4449,)
|
| 348 |
+
2024-05-30 18:33:56,405 - INFO - Split ID: 0
|
| 349 |
+
2024-05-30 18:33:56,406 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 5.96
|
| 350 |
+
2024-05-30 18:33:56,407 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 12.63
|
| 351 |
+
2024-05-30 18:33:56,407 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 18.75
|
| 352 |
+
2024-05-30 18:33:56,407 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 33.13
|
| 353 |
+
2024-05-30 18:33:56,408 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-30 18:33:56,410 - INFO - (17798,)
|
| 356 |
+
2024-05-30 18:33:56,507 - INFO - Split ID: 0
|
| 357 |
+
2024-05-30 18:33:56,508 - INFO - Top 1 (Epoch 60)acc (%): 50.15
|
| 358 |
+
2024-05-30 18:33:56,508 - INFO - Top 3 (Epoch 60)acc (%): 73.9
|
| 359 |
+
2024-05-30 18:33:56,508 - INFO - Top 5 (Epoch 60)acc (%): 82.45
|
| 360 |
+
2024-05-30 18:33:56,508 - INFO - Top 10 (Epoch 60)acc (%): 91.06
|
| 361 |
+
2024-05-30 18:34:10,629 - INFO - Split ID: 0
|
| 362 |
+
2024-05-30 18:34:10,629 - INFO - Top 1 (Epoch 60)acc (%): 50.63
|
| 363 |
+
2024-05-30 18:34:10,629 - INFO - Top 3 (Epoch 60)acc (%): 74.4
|
| 364 |
+
2024-05-30 18:34:10,630 - INFO - Top 5 (Epoch 60)acc (%): 83.18
|
| 365 |
+
2024-05-30 18:34:10,630 - INFO - Top 10 (Epoch 60)acc (%): 91.47
|
| 366 |
+
2024-05-30 18:34:10,630 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-30 18:34:21,649 - INFO - [65536/66739] Loss : 1.1734
|
| 369 |
+
2024-05-30 18:34:22,359 - INFO - Test loss : 0.5176
|
| 370 |
+
2024-05-30 18:34:22,360 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-30 18:34:35,282 - INFO - [65536/66739] Loss : 1.1723
|
| 373 |
+
2024-05-30 18:34:35,525 - INFO - Test loss : 0.5269
|
| 374 |
+
2024-05-30 18:34:35,526 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-30 18:34:48,463 - INFO - [65536/66739] Loss : 1.1724
|
| 377 |
+
2024-05-30 18:34:48,693 - INFO - Test loss : 0.5044
|
| 378 |
+
2024-05-30 18:34:48,693 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-30 18:35:02,802 - INFO - [65536/66739] Loss : 1.1712
|
| 381 |
+
2024-05-30 18:35:04,348 - INFO - Test loss : 0.5375
|
| 382 |
+
2024-05-30 18:35:04,348 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-30 18:35:17,336 - INFO - [65536/66739] Loss : 1.1705
|
| 385 |
+
2024-05-30 18:35:17,944 - INFO - Test loss : 0.5252
|
| 386 |
+
2024-05-30 18:35:17,945 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-30 18:35:29,835 - INFO - [65536/66739] Loss : 1.1693
|
| 389 |
+
2024-05-30 18:35:30,504 - INFO - Test loss : 0.5099
|
| 390 |
+
2024-05-30 18:35:30,504 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-30 18:35:42,755 - INFO - [65536/66739] Loss : 1.1692
|
| 393 |
+
2024-05-30 18:35:42,990 - INFO - Test loss : 0.5256
|
| 394 |
+
2024-05-30 18:35:42,991 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-30 18:35:55,773 - INFO - [65536/66739] Loss : 1.1681
|
| 397 |
+
2024-05-30 18:35:56,002 - INFO - Test loss : 0.5147
|
| 398 |
+
2024-05-30 18:35:56,002 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-30 18:36:08,274 - INFO - [65536/66739] Loss : 1.1689
|
| 401 |
+
2024-05-30 18:36:08,504 - INFO - Test loss : 0.5008
|
| 402 |
+
2024-05-30 18:36:08,504 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-30 18:36:21,109 - INFO - [65536/66739] Loss : 1.1677
|
| 405 |
+
2024-05-30 18:36:21,980 - INFO - Test loss : 0.5127
|
| 406 |
+
2024-05-30 18:36:21,994 - INFO - (4449,)
|
| 407 |
+
2024-05-30 18:36:22,014 - INFO - Split ID: 0
|
| 408 |
+
2024-05-30 18:36:22,015 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 5.87
|
| 409 |
+
2024-05-30 18:36:22,016 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 12.99
|
| 410 |
+
2024-05-30 18:36:22,016 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 18.36
|
| 411 |
+
2024-05-30 18:36:22,016 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 33.18
|
| 412 |
+
2024-05-30 18:36:22,016 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-30 18:36:22,019 - INFO - (17798,)
|
| 415 |
+
2024-05-30 18:36:22,112 - INFO - Split ID: 0
|
| 416 |
+
2024-05-30 18:36:22,112 - INFO - Top 1 (Epoch 70)acc (%): 50.15
|
| 417 |
+
2024-05-30 18:36:22,112 - INFO - Top 3 (Epoch 70)acc (%): 73.9
|
| 418 |
+
2024-05-30 18:36:22,112 - INFO - Top 5 (Epoch 70)acc (%): 82.45
|
| 419 |
+
2024-05-30 18:36:22,112 - INFO - Top 10 (Epoch 70)acc (%): 91.06
|
| 420 |
+
2024-05-30 18:36:36,300 - INFO - Split ID: 0
|
| 421 |
+
2024-05-30 18:36:36,300 - INFO - Top 1 (Epoch 70)acc (%): 50.64
|
| 422 |
+
2024-05-30 18:36:36,300 - INFO - Top 3 (Epoch 70)acc (%): 74.38
|
| 423 |
+
2024-05-30 18:36:36,300 - INFO - Top 5 (Epoch 70)acc (%): 83.33
|
| 424 |
+
2024-05-30 18:36:36,300 - INFO - Top 10 (Epoch 70)acc (%): 91.53
|
| 425 |
+
2024-05-30 18:36:36,300 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-30 18:36:47,651 - INFO - [65536/66739] Loss : 1.1679
|
| 428 |
+
2024-05-30 18:36:48,202 - INFO - Test loss : 0.5065
|
| 429 |
+
2024-05-30 18:36:48,203 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-30 18:37:00,644 - INFO - [65536/66739] Loss : 1.1679
|
| 432 |
+
2024-05-30 18:37:00,970 - INFO - Test loss : 0.5222
|
| 433 |
+
2024-05-30 18:37:00,970 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-30 18:37:13,759 - INFO - [65536/66739] Loss : 1.1660
|
| 436 |
+
2024-05-30 18:37:14,016 - INFO - Test loss : 0.5239
|
| 437 |
+
2024-05-30 18:37:14,016 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-30 18:37:26,127 - INFO - [65536/66739] Loss : 1.1662
|
| 440 |
+
2024-05-30 18:37:26,378 - INFO - Test loss : 0.5104
|
| 441 |
+
2024-05-30 18:37:26,378 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-30 18:37:41,893 - INFO - [65536/66739] Loss : 1.1646
|
| 444 |
+
2024-05-30 18:37:42,124 - INFO - Test loss : 0.5168
|
| 445 |
+
2024-05-30 18:37:42,125 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-30 18:37:54,132 - INFO - [65536/66739] Loss : 1.1639
|
| 448 |
+
2024-05-30 18:37:54,372 - INFO - Test loss : 0.5189
|
| 449 |
+
2024-05-30 18:37:54,372 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-30 18:38:06,089 - INFO - [65536/66739] Loss : 1.1642
|
| 452 |
+
2024-05-30 18:38:06,509 - INFO - Test loss : 0.5259
|
| 453 |
+
2024-05-30 18:38:06,509 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-30 18:38:19,223 - INFO - [65536/66739] Loss : 1.1632
|
| 456 |
+
2024-05-30 18:38:20,588 - INFO - Test loss : 0.5236
|
| 457 |
+
2024-05-30 18:38:20,588 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-30 18:38:32,030 - INFO - [65536/66739] Loss : 1.1631
|
| 460 |
+
2024-05-30 18:38:33,389 - INFO - Test loss : 0.5168
|
| 461 |
+
2024-05-30 18:38:33,389 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-30 18:38:45,324 - INFO - [65536/66739] Loss : 1.1620
|
| 464 |
+
2024-05-30 18:38:46,187 - INFO - Test loss : 0.5341
|
| 465 |
+
2024-05-30 18:38:46,206 - INFO - (4449,)
|
| 466 |
+
2024-05-30 18:38:46,227 - INFO - Split ID: 0
|
| 467 |
+
2024-05-30 18:38:46,229 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 5.44
|
| 468 |
+
2024-05-30 18:38:46,229 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 12.2
|
| 469 |
+
2024-05-30 18:38:46,229 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 18.45
|
| 470 |
+
2024-05-30 18:38:46,229 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 31.0
|
| 471 |
+
2024-05-30 18:38:46,230 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-30 18:38:46,233 - INFO - (17798,)
|
| 474 |
+
2024-05-30 18:38:46,334 - INFO - Split ID: 0
|
| 475 |
+
2024-05-30 18:38:46,334 - INFO - Top 1 (Epoch 80)acc (%): 50.15
|
| 476 |
+
2024-05-30 18:38:46,334 - INFO - Top 3 (Epoch 80)acc (%): 73.9
|
| 477 |
+
2024-05-30 18:38:46,335 - INFO - Top 5 (Epoch 80)acc (%): 82.45
|
| 478 |
+
2024-05-30 18:38:46,335 - INFO - Top 10 (Epoch 80)acc (%): 91.06
|
| 479 |
+
2024-05-30 18:39:00,565 - INFO - Split ID: 0
|
| 480 |
+
2024-05-30 18:39:00,565 - INFO - Top 1 (Epoch 80)acc (%): 50.57
|
| 481 |
+
2024-05-30 18:39:00,565 - INFO - Top 3 (Epoch 80)acc (%): 74.44
|
| 482 |
+
2024-05-30 18:39:00,565 - INFO - Top 5 (Epoch 80)acc (%): 83.17
|
| 483 |
+
2024-05-30 18:39:00,565 - INFO - Top 10 (Epoch 80)acc (%): 91.47
|
| 484 |
+
2024-05-30 18:39:00,566 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-30 18:39:12,877 - INFO - [65536/66739] Loss : 1.1622
|
| 487 |
+
2024-05-30 18:39:13,303 - INFO - Test loss : 0.5133
|
| 488 |
+
2024-05-30 18:39:13,303 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-30 18:39:25,683 - INFO - [65536/66739] Loss : 1.1625
|
| 491 |
+
2024-05-30 18:39:26,203 - INFO - Test loss : 0.5168
|
| 492 |
+
2024-05-30 18:39:26,203 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-30 18:39:39,756 - INFO - [65536/66739] Loss : 1.1612
|
| 495 |
+
2024-05-30 18:39:40,005 - INFO - Test loss : 0.5365
|
| 496 |
+
2024-05-30 18:39:40,005 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-30 18:39:52,419 - INFO - [65536/66739] Loss : 1.1614
|
| 499 |
+
2024-05-30 18:39:52,651 - INFO - Test loss : 0.5120
|
| 500 |
+
2024-05-30 18:39:52,651 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-30 18:40:06,171 - INFO - [65536/66739] Loss : 1.1610
|
| 503 |
+
2024-05-30 18:40:07,596 - INFO - Test loss : 0.5203
|
| 504 |
+
2024-05-30 18:40:07,596 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-30 18:40:19,244 - INFO - [65536/66739] Loss : 1.1603
|
| 507 |
+
2024-05-30 18:40:20,500 - INFO - Test loss : 0.5279
|
| 508 |
+
2024-05-30 18:40:20,501 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-30 18:40:32,125 - INFO - [65536/66739] Loss : 1.1600
|
| 511 |
+
2024-05-30 18:40:32,379 - INFO - Test loss : 0.5282
|
| 512 |
+
2024-05-30 18:40:32,380 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-30 18:40:45,728 - INFO - [65536/66739] Loss : 1.1591
|
| 515 |
+
2024-05-30 18:40:45,967 - INFO - Test loss : 0.5439
|
| 516 |
+
2024-05-30 18:40:45,968 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-30 18:40:57,660 - INFO - [65536/66739] Loss : 1.1598
|
| 519 |
+
2024-05-30 18:40:58,337 - INFO - Test loss : 0.5119
|
| 520 |
+
2024-05-30 18:40:58,337 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-30 18:41:10,289 - INFO - [65536/66739] Loss : 1.1587
|
| 523 |
+
2024-05-30 18:41:10,524 - INFO - Test loss : 0.5379
|
| 524 |
+
2024-05-30 18:41:10,540 - INFO - (4449,)
|
| 525 |
+
2024-05-30 18:41:10,560 - INFO - Split ID: 0
|
| 526 |
+
2024-05-30 18:41:10,562 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 5.03
|
| 527 |
+
2024-05-30 18:41:10,562 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 12.23
|
| 528 |
+
2024-05-30 18:41:10,562 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 18.05
|
| 529 |
+
2024-05-30 18:41:10,562 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 31.51
|
| 530 |
+
2024-05-30 18:41:10,563 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-30 18:41:10,565 - INFO - (17798,)
|
| 533 |
+
2024-05-30 18:41:10,662 - INFO - Split ID: 0
|
| 534 |
+
2024-05-30 18:41:10,662 - INFO - Top 1 (Epoch 90)acc (%): 50.15
|
| 535 |
+
2024-05-30 18:41:10,662 - INFO - Top 3 (Epoch 90)acc (%): 73.9
|
| 536 |
+
2024-05-30 18:41:10,662 - INFO - Top 5 (Epoch 90)acc (%): 82.45
|
| 537 |
+
2024-05-30 18:41:10,662 - INFO - Top 10 (Epoch 90)acc (%): 91.06
|
| 538 |
+
2024-05-30 18:41:24,966 - INFO - Split ID: 0
|
| 539 |
+
2024-05-30 18:41:24,967 - INFO - Top 1 (Epoch 90)acc (%): 50.58
|
| 540 |
+
2024-05-30 18:41:24,968 - INFO - Top 3 (Epoch 90)acc (%): 74.46
|
| 541 |
+
2024-05-30 18:41:24,968 - INFO - Top 5 (Epoch 90)acc (%): 83.15
|
| 542 |
+
2024-05-30 18:41:24,969 - INFO - Top 10 (Epoch 90)acc (%): 91.47
|
| 543 |
+
2024-05-30 18:41:24,969 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-30 18:41:35,638 - INFO - [65536/66739] Loss : 1.1583
|
| 546 |
+
2024-05-30 18:41:36,722 - INFO - Test loss : 0.5219
|
| 547 |
+
2024-05-30 18:41:36,722 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-30 18:41:48,540 - INFO - [65536/66739] Loss : 1.1587
|
| 550 |
+
2024-05-30 18:41:48,771 - INFO - Test loss : 0.5105
|
| 551 |
+
2024-05-30 18:41:48,772 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-30 18:42:00,467 - INFO - [65536/66739] Loss : 1.1582
|
| 554 |
+
2024-05-30 18:42:00,824 - INFO - Test loss : 0.5249
|
| 555 |
+
2024-05-30 18:42:00,824 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-30 18:42:13,405 - INFO - [65536/66739] Loss : 1.1578
|
| 558 |
+
2024-05-30 18:42:14,833 - INFO - Test loss : 0.5487
|
| 559 |
+
2024-05-30 18:42:14,833 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-30 18:42:27,349 - INFO - [65536/66739] Loss : 1.1587
|
| 562 |
+
2024-05-30 18:42:27,697 - INFO - Test loss : 0.5249
|
| 563 |
+
2024-05-30 18:42:27,697 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-30 18:42:43,479 - INFO - [65536/66739] Loss : 1.1582
|
| 566 |
+
2024-05-30 18:42:43,709 - INFO - Test loss : 0.5259
|
| 567 |
+
2024-05-30 18:42:43,709 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-30 18:42:55,623 - INFO - [65536/66739] Loss : 1.1571
|
| 570 |
+
2024-05-30 18:42:55,852 - INFO - Test loss : 0.5216
|
| 571 |
+
2024-05-30 18:42:55,852 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-30 18:43:08,066 - INFO - [65536/66739] Loss : 1.1567
|
| 574 |
+
2024-05-30 18:43:09,736 - INFO - Test loss : 0.5230
|
| 575 |
+
2024-05-30 18:43:09,736 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-30 18:43:21,706 - INFO - [65536/66739] Loss : 1.1573
|
| 578 |
+
2024-05-30 18:43:22,679 - INFO - Test loss : 0.5199
|
| 579 |
+
2024-05-30 18:43:22,679 - INFO - Saving output model to ../models/sphere2vec_dfs/model_yfcc_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 580 |
+
2024-05-30 18:43:22,697 - INFO - Saving output model to ../models/sphere2vec_dfs/model_yfcc_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 581 |
+
2024-05-30 18:43:22,743 - INFO -
|
| 582 |
+
No prior
|
| 583 |
+
2024-05-30 18:43:22,745 - INFO - (17798,)
|
| 584 |
+
2024-05-30 18:43:22,849 - INFO - Split ID: 0
|
| 585 |
+
2024-05-30 18:43:22,849 - INFO - Top 1 acc (%): 50.15
|
| 586 |
+
2024-05-30 18:43:22,849 - INFO - Top 3 acc (%): 73.9
|
| 587 |
+
2024-05-30 18:43:22,849 - INFO - Top 5 acc (%): 82.45
|
| 588 |
+
2024-05-30 18:43:22,849 - INFO - Top 10 acc (%): 91.06
|
| 589 |
+
2024-05-30 18:43:36,967 - INFO - Split ID: 0
|
| 590 |
+
2024-05-30 18:43:36,967 - INFO - Top 1 acc (%): 50.65
|
| 591 |
+
2024-05-30 18:43:36,968 - INFO - Top 3 acc (%): 74.51
|
| 592 |
+
2024-05-30 18:43:36,968 - INFO - Top 5 acc (%): 83.24
|
| 593 |
+
2024-05-30 18:43:36,968 - INFO - Top 10 acc (%): 91.53
|
| 594 |
+
2024-05-30 18:43:36,968 - INFO -
|
| 595 |
+
Sphere2Vec-dfs
|
| 596 |
+
2024-05-30 18:43:36,968 - INFO - Model : model_yfcc_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_512_BATCH4096_leakyrelu.pth.tar
|
| 597 |
+
2024-05-30 18:43:37,002 - INFO - (4449,)
|
| 598 |
+
2024-05-30 18:43:37,025 - INFO - Split ID: 0
|
| 599 |
+
2024-05-30 18:43:37,026 - INFO - Top 1 LocEnc acc (%): 5.64
|
| 600 |
+
2024-05-30 18:43:37,026 - INFO - Top 3 LocEnc acc (%): 12.79
|
| 601 |
+
2024-05-30 18:43:37,027 - INFO - Top 5 LocEnc acc (%): 18.95
|
| 602 |
+
2024-05-30 18:43:37,027 - INFO - Top 10 LocEnc acc (%): 31.98
|