Upload data/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.log with huggingface_hub
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data/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.log
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| 1 |
+
2024-05-30 09:41:39,097 - INFO -
|
| 2 |
+
num_classes 62
|
| 3 |
+
2024-05-30 09:41:39,098 - INFO - num train 363571
|
| 4 |
+
2024-05-30 09:41:39,098 - INFO - num val 53041
|
| 5 |
+
2024-05-30 09:41:39,098 - INFO - train loss full_loss
|
| 6 |
+
2024-05-30 09:41:39,098 - INFO - model name ../models/sphere2vec_dfs/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 7 |
+
2024-05-30 09:41:39,098 - INFO - num users 1
|
| 8 |
+
2024-05-30 09:41:40,060 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-30 09:41:41,694 - INFO - [0/363571] Loss : 2.2202
|
| 11 |
+
2024-05-30 09:41:47,519 - INFO - Test loss : 1.1618
|
| 12 |
+
2024-05-30 09:41:47,520 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-30 09:41:48,696 - INFO - [0/363571] Loss : 1.9837
|
| 15 |
+
2024-05-30 09:41:54,516 - INFO - Test loss : 1.2002
|
| 16 |
+
2024-05-30 09:41:54,516 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-30 09:41:55,587 - INFO - [0/363571] Loss : 2.0065
|
| 19 |
+
2024-05-30 09:42:01,442 - INFO - Test loss : 1.1506
|
| 20 |
+
2024-05-30 09:42:01,443 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-30 09:42:02,531 - INFO - [0/363571] Loss : 1.8848
|
| 23 |
+
2024-05-30 09:42:08,380 - INFO - Test loss : 1.0695
|
| 24 |
+
2024-05-30 09:42:08,380 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-30 09:42:09,446 - INFO - [0/363571] Loss : 1.8615
|
| 27 |
+
2024-05-30 09:42:15,303 - INFO - Test loss : 0.7848
|
| 28 |
+
2024-05-30 09:42:15,303 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-30 09:42:16,379 - INFO - [0/363571] Loss : 1.7937
|
| 31 |
+
2024-05-30 09:42:22,186 - INFO - Test loss : 0.8559
|
| 32 |
+
2024-05-30 09:42:22,186 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-30 09:42:23,339 - INFO - [0/363571] Loss : 1.8163
|
| 35 |
+
2024-05-30 09:42:29,213 - INFO - Test loss : 0.8351
|
| 36 |
+
2024-05-30 09:42:29,213 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-30 09:42:30,286 - INFO - [0/363571] Loss : 1.7729
|
| 39 |
+
2024-05-30 09:42:36,115 - INFO - Test loss : 0.8415
|
| 40 |
+
2024-05-30 09:42:36,115 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-30 09:42:37,275 - INFO - [0/363571] Loss : 1.7584
|
| 43 |
+
2024-05-30 09:42:43,070 - INFO - Test loss : 0.9101
|
| 44 |
+
2024-05-30 09:42:43,070 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-30 09:42:44,140 - INFO - [0/363571] Loss : 1.7663
|
| 47 |
+
2024-05-30 09:42:49,935 - INFO - Test loss : 0.8974
|
| 48 |
+
2024-05-30 09:42:49,935 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-30 09:42:51,097 - INFO - [0/363571] Loss : 1.7402
|
| 51 |
+
2024-05-30 09:42:56,954 - INFO - Test loss : 0.8509
|
| 52 |
+
2024-05-30 09:43:00,849 - INFO - (53041,)
|
| 53 |
+
2024-05-30 09:43:00,983 - INFO - Split ID: 0
|
| 54 |
+
2024-05-30 09:43:01,003 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 6.96
|
| 55 |
+
2024-05-30 09:43:01,005 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 15.86
|
| 56 |
+
2024-05-30 09:43:01,007 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 28.89
|
| 57 |
+
2024-05-30 09:43:01,008 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 40.33
|
| 58 |
+
2024-05-30 09:43:01,015 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-30 09:43:01,020 - INFO - (53041,)
|
| 61 |
+
2024-05-30 09:43:01,173 - INFO - Split ID: 0
|
| 62 |
+
2024-05-30 09:43:01,173 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 63 |
+
2024-05-30 09:43:01,173 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 64 |
+
2024-05-30 09:43:01,173 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 65 |
+
2024-05-30 09:43:01,173 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 66 |
+
2024-05-30 09:43:24,793 - INFO - Split ID: 0
|
| 67 |
+
2024-05-30 09:43:24,793 - INFO - Top 1 (Epoch 10)acc (%): 70.05
|
| 68 |
+
2024-05-30 09:43:24,793 - INFO - Top 3 (Epoch 10)acc (%): 84.87
|
| 69 |
+
2024-05-30 09:43:24,793 - INFO - Top 5 (Epoch 10)acc (%): 89.43
|
| 70 |
+
2024-05-30 09:43:24,793 - INFO - Top 10 (Epoch 10)acc (%): 94.46
|
| 71 |
+
2024-05-30 09:43:24,797 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-30 09:43:25,904 - INFO - [0/363571] Loss : 1.7355
|
| 74 |
+
2024-05-30 09:43:31,758 - INFO - Test loss : 0.8121
|
| 75 |
+
2024-05-30 09:43:31,758 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-30 09:43:32,858 - INFO - [0/363571] Loss : 1.7328
|
| 78 |
+
2024-05-30 09:43:38,816 - INFO - Test loss : 0.8098
|
| 79 |
+
2024-05-30 09:43:38,816 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-30 09:43:39,904 - INFO - [0/363571] Loss : 1.6964
|
| 82 |
+
2024-05-30 09:43:45,760 - INFO - Test loss : 0.8468
|
| 83 |
+
2024-05-30 09:43:45,760 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-30 09:43:46,851 - INFO - [0/363571] Loss : 1.7050
|
| 86 |
+
2024-05-30 09:43:52,708 - INFO - Test loss : 0.8936
|
| 87 |
+
2024-05-30 09:43:52,708 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-30 09:43:53,872 - INFO - [0/363571] Loss : 1.6987
|
| 90 |
+
2024-05-30 09:43:59,728 - INFO - Test loss : 0.8845
|
| 91 |
+
2024-05-30 09:43:59,728 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-30 09:44:00,811 - INFO - [0/363571] Loss : 1.6838
|
| 94 |
+
2024-05-30 09:44:06,660 - INFO - Test loss : 0.8714
|
| 95 |
+
2024-05-30 09:44:06,660 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-30 09:44:07,823 - INFO - [0/363571] Loss : 1.6772
|
| 98 |
+
2024-05-30 09:44:13,671 - INFO - Test loss : 0.8738
|
| 99 |
+
2024-05-30 09:44:13,672 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-30 09:44:14,750 - INFO - [0/363571] Loss : 1.6710
|
| 102 |
+
2024-05-30 09:44:20,623 - INFO - Test loss : 0.8650
|
| 103 |
+
2024-05-30 09:44:20,623 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-30 09:44:21,708 - INFO - [0/363571] Loss : 1.6677
|
| 106 |
+
2024-05-30 09:44:27,652 - INFO - Test loss : 0.8414
|
| 107 |
+
2024-05-30 09:44:27,652 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-30 09:44:28,741 - INFO - [0/363571] Loss : 1.6551
|
| 110 |
+
2024-05-30 09:44:34,610 - INFO - Test loss : 0.8431
|
| 111 |
+
2024-05-30 09:44:38,575 - INFO - (53041,)
|
| 112 |
+
2024-05-30 09:44:38,715 - INFO - Split ID: 0
|
| 113 |
+
2024-05-30 09:44:38,736 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 7.96
|
| 114 |
+
2024-05-30 09:44:38,738 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 20.31
|
| 115 |
+
2024-05-30 09:44:38,739 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 26.68
|
| 116 |
+
2024-05-30 09:44:38,741 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 38.97
|
| 117 |
+
2024-05-30 09:44:38,752 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-30 09:44:38,760 - INFO - (53041,)
|
| 120 |
+
2024-05-30 09:44:38,913 - INFO - Split ID: 0
|
| 121 |
+
2024-05-30 09:44:38,913 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 122 |
+
2024-05-30 09:44:38,915 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 123 |
+
2024-05-30 09:44:38,915 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 124 |
+
2024-05-30 09:44:38,915 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 125 |
+
2024-05-30 09:45:02,624 - INFO - Split ID: 0
|
| 126 |
+
2024-05-30 09:45:02,624 - INFO - Top 1 (Epoch 20)acc (%): 70.11
|
| 127 |
+
2024-05-30 09:45:02,624 - INFO - Top 3 (Epoch 20)acc (%): 84.82
|
| 128 |
+
2024-05-30 09:45:02,624 - INFO - Top 5 (Epoch 20)acc (%): 89.48
|
| 129 |
+
2024-05-30 09:45:02,624 - INFO - Top 10 (Epoch 20)acc (%): 94.44
|
| 130 |
+
2024-05-30 09:45:02,626 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-30 09:45:03,708 - INFO - [0/363571] Loss : 1.6515
|
| 133 |
+
2024-05-30 09:45:09,576 - INFO - Test loss : 0.8552
|
| 134 |
+
2024-05-30 09:45:09,576 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-30 09:45:10,740 - INFO - [0/363571] Loss : 1.6543
|
| 137 |
+
2024-05-30 09:45:16,584 - INFO - Test loss : 0.8654
|
| 138 |
+
2024-05-30 09:45:16,584 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-30 09:45:17,673 - INFO - [0/363571] Loss : 1.6428
|
| 141 |
+
2024-05-30 09:45:23,509 - INFO - Test loss : 0.8533
|
| 142 |
+
2024-05-30 09:45:23,509 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-30 09:45:24,676 - INFO - [0/363571] Loss : 1.6414
|
| 145 |
+
2024-05-30 09:45:30,448 - INFO - Test loss : 0.8360
|
| 146 |
+
2024-05-30 09:45:30,448 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-30 09:45:31,515 - INFO - [0/363571] Loss : 1.6421
|
| 149 |
+
2024-05-30 09:45:37,283 - INFO - Test loss : 0.8263
|
| 150 |
+
2024-05-30 09:45:37,283 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-30 09:45:38,435 - INFO - [0/363571] Loss : 1.6307
|
| 153 |
+
2024-05-30 09:45:44,212 - INFO - Test loss : 0.8310
|
| 154 |
+
2024-05-30 09:45:44,212 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-30 09:45:45,278 - INFO - [0/363571] Loss : 1.6264
|
| 157 |
+
2024-05-30 09:45:51,045 - INFO - Test loss : 0.8475
|
| 158 |
+
2024-05-30 09:45:51,045 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-30 09:45:52,113 - INFO - [0/363571] Loss : 1.6296
|
| 161 |
+
2024-05-30 09:45:57,972 - INFO - Test loss : 0.8536
|
| 162 |
+
2024-05-30 09:45:57,972 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-30 09:45:59,044 - INFO - [0/363571] Loss : 1.6304
|
| 165 |
+
2024-05-30 09:46:04,826 - INFO - Test loss : 0.8350
|
| 166 |
+
2024-05-30 09:46:04,826 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-30 09:46:05,893 - INFO - [0/363571] Loss : 1.6129
|
| 169 |
+
2024-05-30 09:46:11,672 - INFO - Test loss : 0.8234
|
| 170 |
+
2024-05-30 09:46:15,541 - INFO - (53041,)
|
| 171 |
+
2024-05-30 09:46:15,678 - INFO - Split ID: 0
|
| 172 |
+
2024-05-30 09:46:15,699 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 7.19
|
| 173 |
+
2024-05-30 09:46:15,701 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 18.18
|
| 174 |
+
2024-05-30 09:46:15,702 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 26.87
|
| 175 |
+
2024-05-30 09:46:15,704 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 39.38
|
| 176 |
+
2024-05-30 09:46:15,715 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-30 09:46:15,724 - INFO - (53041,)
|
| 179 |
+
2024-05-30 09:46:15,875 - INFO - Split ID: 0
|
| 180 |
+
2024-05-30 09:46:15,875 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 181 |
+
2024-05-30 09:46:15,876 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 182 |
+
2024-05-30 09:46:15,876 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 183 |
+
2024-05-30 09:46:15,876 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 184 |
+
2024-05-30 09:46:39,720 - INFO - Split ID: 0
|
| 185 |
+
2024-05-30 09:46:39,721 - INFO - Top 1 (Epoch 30)acc (%): 70.16
|
| 186 |
+
2024-05-30 09:46:39,721 - INFO - Top 3 (Epoch 30)acc (%): 84.89
|
| 187 |
+
2024-05-30 09:46:39,721 - INFO - Top 5 (Epoch 30)acc (%): 89.5
|
| 188 |
+
2024-05-30 09:46:39,721 - INFO - Top 10 (Epoch 30)acc (%): 94.46
|
| 189 |
+
2024-05-30 09:46:39,723 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-30 09:46:40,874 - INFO - [0/363571] Loss : 1.6245
|
| 192 |
+
2024-05-30 09:46:46,654 - INFO - Test loss : 0.8237
|
| 193 |
+
2024-05-30 09:46:46,654 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-30 09:46:47,733 - INFO - [0/363571] Loss : 1.6182
|
| 196 |
+
2024-05-30 09:46:53,490 - INFO - Test loss : 0.8276
|
| 197 |
+
2024-05-30 09:46:53,490 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-30 09:46:54,636 - INFO - [0/363571] Loss : 1.6062
|
| 200 |
+
2024-05-30 09:47:00,494 - INFO - Test loss : 0.8319
|
| 201 |
+
2024-05-30 09:47:00,494 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-30 09:47:01,581 - INFO - [0/363571] Loss : 1.6021
|
| 204 |
+
2024-05-30 09:47:07,451 - INFO - Test loss : 0.8303
|
| 205 |
+
2024-05-30 09:47:07,451 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-30 09:47:08,532 - INFO - [0/363571] Loss : 1.5951
|
| 208 |
+
2024-05-30 09:47:14,442 - INFO - Test loss : 0.8302
|
| 209 |
+
2024-05-30 09:47:14,443 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-30 09:47:15,522 - INFO - [0/363571] Loss : 1.6058
|
| 212 |
+
2024-05-30 09:47:21,334 - INFO - Test loss : 0.8303
|
| 213 |
+
2024-05-30 09:47:21,334 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-30 09:47:22,408 - INFO - [0/363571] Loss : 1.5959
|
| 216 |
+
2024-05-30 09:47:28,211 - INFO - Test loss : 0.8325
|
| 217 |
+
2024-05-30 09:47:28,211 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-30 09:47:29,352 - INFO - [0/363571] Loss : 1.6044
|
| 220 |
+
2024-05-30 09:47:35,157 - INFO - Test loss : 0.8315
|
| 221 |
+
2024-05-30 09:47:35,157 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-30 09:47:36,231 - INFO - [0/363571] Loss : 1.5936
|
| 224 |
+
2024-05-30 09:47:42,023 - INFO - Test loss : 0.8325
|
| 225 |
+
2024-05-30 09:47:42,023 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-30 09:47:43,181 - INFO - [0/363571] Loss : 1.5941
|
| 228 |
+
2024-05-30 09:47:48,984 - INFO - Test loss : 0.8252
|
| 229 |
+
2024-05-30 09:47:52,865 - INFO - (53041,)
|
| 230 |
+
2024-05-30 09:47:53,004 - INFO - Split ID: 0
|
| 231 |
+
2024-05-30 09:47:53,026 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 8.5
|
| 232 |
+
2024-05-30 09:47:53,028 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 19.64
|
| 233 |
+
2024-05-30 09:47:53,029 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 28.71
|
| 234 |
+
2024-05-30 09:47:53,031 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 41.76
|
| 235 |
+
2024-05-30 09:47:53,042 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-30 09:47:53,051 - INFO - (53041,)
|
| 238 |
+
2024-05-30 09:47:53,201 - INFO - Split ID: 0
|
| 239 |
+
2024-05-30 09:47:53,202 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 240 |
+
2024-05-30 09:47:53,202 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 241 |
+
2024-05-30 09:47:53,202 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 242 |
+
2024-05-30 09:47:53,202 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 243 |
+
2024-05-30 09:48:16,804 - INFO - Split ID: 0
|
| 244 |
+
2024-05-30 09:48:16,804 - INFO - Top 1 (Epoch 40)acc (%): 70.17
|
| 245 |
+
2024-05-30 09:48:16,804 - INFO - Top 3 (Epoch 40)acc (%): 84.89
|
| 246 |
+
2024-05-30 09:48:16,804 - INFO - Top 5 (Epoch 40)acc (%): 89.51
|
| 247 |
+
2024-05-30 09:48:16,804 - INFO - Top 10 (Epoch 40)acc (%): 94.47
|
| 248 |
+
2024-05-30 09:48:16,806 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-30 09:48:17,874 - INFO - [0/363571] Loss : 1.5970
|
| 251 |
+
2024-05-30 09:48:23,654 - INFO - Test loss : 0.8200
|
| 252 |
+
2024-05-30 09:48:23,654 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-30 09:48:24,801 - INFO - [0/363571] Loss : 1.5920
|
| 255 |
+
2024-05-30 09:48:30,585 - INFO - Test loss : 0.8158
|
| 256 |
+
2024-05-30 09:48:30,585 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-30 09:48:31,659 - INFO - [0/363571] Loss : 1.5918
|
| 259 |
+
2024-05-30 09:48:37,482 - INFO - Test loss : 0.8128
|
| 260 |
+
2024-05-30 09:48:37,482 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-30 09:48:38,561 - INFO - [0/363571] Loss : 1.5856
|
| 263 |
+
2024-05-30 09:48:44,469 - INFO - Test loss : 0.8152
|
| 264 |
+
2024-05-30 09:48:44,469 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-30 09:48:45,532 - INFO - [0/363571] Loss : 1.5809
|
| 267 |
+
2024-05-30 09:48:51,338 - INFO - Test loss : 0.8215
|
| 268 |
+
2024-05-30 09:48:51,338 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-30 09:48:52,403 - INFO - [0/363571] Loss : 1.5737
|
| 271 |
+
2024-05-30 09:48:58,192 - INFO - Test loss : 0.8349
|
| 272 |
+
2024-05-30 09:48:58,192 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-30 09:48:59,339 - INFO - [0/363571] Loss : 1.5746
|
| 275 |
+
2024-05-30 09:49:05,107 - INFO - Test loss : 0.8376
|
| 276 |
+
2024-05-30 09:49:05,107 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-30 09:49:06,178 - INFO - [0/363571] Loss : 1.5804
|
| 279 |
+
2024-05-30 09:49:11,968 - INFO - Test loss : 0.8256
|
| 280 |
+
2024-05-30 09:49:11,968 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-30 09:49:13,117 - INFO - [0/363571] Loss : 1.5787
|
| 283 |
+
2024-05-30 09:49:18,940 - INFO - Test loss : 0.8216
|
| 284 |
+
2024-05-30 09:49:18,940 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-30 09:49:20,003 - INFO - [0/363571] Loss : 1.5780
|
| 287 |
+
2024-05-30 09:49:25,786 - INFO - Test loss : 0.8224
|
| 288 |
+
2024-05-30 09:49:29,647 - INFO - (53041,)
|
| 289 |
+
2024-05-30 09:49:29,787 - INFO - Split ID: 0
|
| 290 |
+
2024-05-30 09:49:29,805 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 7.15
|
| 291 |
+
2024-05-30 09:49:29,807 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 21.01
|
| 292 |
+
2024-05-30 09:49:29,809 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 28.01
|
| 293 |
+
2024-05-30 09:49:29,811 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 41.71
|
| 294 |
+
2024-05-30 09:49:29,821 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-30 09:49:29,830 - INFO - (53041,)
|
| 297 |
+
2024-05-30 09:49:29,983 - INFO - Split ID: 0
|
| 298 |
+
2024-05-30 09:49:29,983 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 299 |
+
2024-05-30 09:49:29,983 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 300 |
+
2024-05-30 09:49:29,983 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 301 |
+
2024-05-30 09:49:29,983 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 302 |
+
2024-05-30 09:49:53,740 - INFO - Split ID: 0
|
| 303 |
+
2024-05-30 09:49:53,740 - INFO - Top 1 (Epoch 50)acc (%): 70.19
|
| 304 |
+
2024-05-30 09:49:53,740 - INFO - Top 3 (Epoch 50)acc (%): 84.93
|
| 305 |
+
2024-05-30 09:49:53,740 - INFO - Top 5 (Epoch 50)acc (%): 89.53
|
| 306 |
+
2024-05-30 09:49:53,741 - INFO - Top 10 (Epoch 50)acc (%): 94.44
|
| 307 |
+
2024-05-30 09:49:53,743 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-30 09:49:54,819 - INFO - [0/363571] Loss : 1.5826
|
| 310 |
+
2024-05-30 09:50:00,752 - INFO - Test loss : 0.8286
|
| 311 |
+
2024-05-30 09:50:00,752 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-30 09:50:01,847 - INFO - [0/363571] Loss : 1.5730
|
| 314 |
+
2024-05-30 09:50:07,679 - INFO - Test loss : 0.8361
|
| 315 |
+
2024-05-30 09:50:07,680 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-30 09:50:08,750 - INFO - [0/363571] Loss : 1.5774
|
| 318 |
+
2024-05-30 09:50:14,575 - INFO - Test loss : 0.8360
|
| 319 |
+
2024-05-30 09:50:14,576 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-30 09:50:15,725 - INFO - [0/363571] Loss : 1.5679
|
| 322 |
+
2024-05-30 09:50:21,539 - INFO - Test loss : 0.8367
|
| 323 |
+
2024-05-30 09:50:21,539 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-30 09:50:22,612 - INFO - [0/363571] Loss : 1.5625
|
| 326 |
+
2024-05-30 09:50:28,481 - INFO - Test loss : 0.8302
|
| 327 |
+
2024-05-30 09:50:28,481 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-30 09:50:29,653 - INFO - [0/363571] Loss : 1.5620
|
| 330 |
+
2024-05-30 09:50:35,529 - INFO - Test loss : 0.8263
|
| 331 |
+
2024-05-30 09:50:35,529 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-30 09:50:36,621 - INFO - [0/363571] Loss : 1.5591
|
| 334 |
+
2024-05-30 09:50:42,465 - INFO - Test loss : 0.8225
|
| 335 |
+
2024-05-30 09:50:42,465 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-30 09:50:43,623 - INFO - [0/363571] Loss : 1.5706
|
| 338 |
+
2024-05-30 09:50:49,479 - INFO - Test loss : 0.8277
|
| 339 |
+
2024-05-30 09:50:49,479 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-30 09:50:50,563 - INFO - [0/363571] Loss : 1.5583
|
| 342 |
+
2024-05-30 09:50:56,440 - INFO - Test loss : 0.8321
|
| 343 |
+
2024-05-30 09:50:56,440 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-30 09:50:57,519 - INFO - [0/363571] Loss : 1.5624
|
| 346 |
+
2024-05-30 09:51:03,391 - INFO - Test loss : 0.8337
|
| 347 |
+
2024-05-30 09:51:07,255 - INFO - (53041,)
|
| 348 |
+
2024-05-30 09:51:07,394 - INFO - Split ID: 0
|
| 349 |
+
2024-05-30 09:51:07,412 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 8.54
|
| 350 |
+
2024-05-30 09:51:07,414 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 21.17
|
| 351 |
+
2024-05-30 09:51:07,416 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 30.48
|
| 352 |
+
2024-05-30 09:51:07,417 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 42.72
|
| 353 |
+
2024-05-30 09:51:07,427 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-30 09:51:07,436 - INFO - (53041,)
|
| 356 |
+
2024-05-30 09:51:07,589 - INFO - Split ID: 0
|
| 357 |
+
2024-05-30 09:51:07,589 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 358 |
+
2024-05-30 09:51:07,589 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 359 |
+
2024-05-30 09:51:07,589 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 360 |
+
2024-05-30 09:51:07,589 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 361 |
+
2024-05-30 09:51:31,196 - INFO - Split ID: 0
|
| 362 |
+
2024-05-30 09:51:31,196 - INFO - Top 1 (Epoch 60)acc (%): 70.24
|
| 363 |
+
2024-05-30 09:51:31,196 - INFO - Top 3 (Epoch 60)acc (%): 84.93
|
| 364 |
+
2024-05-30 09:51:31,196 - INFO - Top 5 (Epoch 60)acc (%): 89.54
|
| 365 |
+
2024-05-30 09:51:31,196 - INFO - Top 10 (Epoch 60)acc (%): 94.49
|
| 366 |
+
2024-05-30 09:51:31,199 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-30 09:51:32,264 - INFO - [0/363571] Loss : 1.5562
|
| 369 |
+
2024-05-30 09:51:38,048 - INFO - Test loss : 0.8366
|
| 370 |
+
2024-05-30 09:51:38,048 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-30 09:51:39,114 - INFO - [0/363571] Loss : 1.5637
|
| 373 |
+
2024-05-30 09:51:44,903 - INFO - Test loss : 0.8335
|
| 374 |
+
2024-05-30 09:51:44,903 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-30 09:51:46,058 - INFO - [0/363571] Loss : 1.5633
|
| 377 |
+
2024-05-30 09:51:51,879 - INFO - Test loss : 0.8257
|
| 378 |
+
2024-05-30 09:51:51,879 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-30 09:51:52,964 - INFO - [0/363571] Loss : 1.5574
|
| 381 |
+
2024-05-30 09:51:58,809 - INFO - Test loss : 0.8151
|
| 382 |
+
2024-05-30 09:51:58,809 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-30 09:51:59,972 - INFO - [0/363571] Loss : 1.5631
|
| 385 |
+
2024-05-30 09:52:05,819 - INFO - Test loss : 0.8134
|
| 386 |
+
2024-05-30 09:52:05,820 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-30 09:52:06,909 - INFO - [0/363571] Loss : 1.5431
|
| 389 |
+
2024-05-30 09:52:12,727 - INFO - Test loss : 0.8196
|
| 390 |
+
2024-05-30 09:52:12,727 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-30 09:52:13,820 - INFO - [0/363571] Loss : 1.5544
|
| 393 |
+
2024-05-30 09:52:19,763 - INFO - Test loss : 0.8272
|
| 394 |
+
2024-05-30 09:52:19,763 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-30 09:52:20,839 - INFO - [0/363571] Loss : 1.5485
|
| 397 |
+
2024-05-30 09:52:26,671 - INFO - Test loss : 0.8279
|
| 398 |
+
2024-05-30 09:52:26,671 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-30 09:52:27,760 - INFO - [0/363571] Loss : 1.5541
|
| 401 |
+
2024-05-30 09:52:33,624 - INFO - Test loss : 0.8245
|
| 402 |
+
2024-05-30 09:52:33,625 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-30 09:52:34,776 - INFO - [0/363571] Loss : 1.5490
|
| 405 |
+
2024-05-30 09:52:40,614 - INFO - Test loss : 0.8230
|
| 406 |
+
2024-05-30 09:52:44,520 - INFO - (53041,)
|
| 407 |
+
2024-05-30 09:52:44,662 - INFO - Split ID: 0
|
| 408 |
+
2024-05-30 09:52:44,681 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 7.18
|
| 409 |
+
2024-05-30 09:52:44,683 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 22.18
|
| 410 |
+
2024-05-30 09:52:44,684 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 30.2
|
| 411 |
+
2024-05-30 09:52:44,686 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 43.99
|
| 412 |
+
2024-05-30 09:52:44,697 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-30 09:52:44,706 - INFO - (53041,)
|
| 415 |
+
2024-05-30 09:52:44,856 - INFO - Split ID: 0
|
| 416 |
+
2024-05-30 09:52:44,856 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 417 |
+
2024-05-30 09:52:44,857 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 418 |
+
2024-05-30 09:52:44,857 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 419 |
+
2024-05-30 09:52:44,857 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 420 |
+
2024-05-30 09:53:08,692 - INFO - Split ID: 0
|
| 421 |
+
2024-05-30 09:53:08,692 - INFO - Top 1 (Epoch 70)acc (%): 70.22
|
| 422 |
+
2024-05-30 09:53:08,692 - INFO - Top 3 (Epoch 70)acc (%): 84.96
|
| 423 |
+
2024-05-30 09:53:08,692 - INFO - Top 5 (Epoch 70)acc (%): 89.53
|
| 424 |
+
2024-05-30 09:53:08,692 - INFO - Top 10 (Epoch 70)acc (%): 94.49
|
| 425 |
+
2024-05-30 09:53:08,695 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-30 09:53:09,773 - INFO - [0/363571] Loss : 1.5516
|
| 428 |
+
2024-05-30 09:53:15,636 - INFO - Test loss : 0.8250
|
| 429 |
+
2024-05-30 09:53:15,637 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-30 09:53:16,810 - INFO - [0/363571] Loss : 1.5443
|
| 432 |
+
2024-05-30 09:53:22,657 - INFO - Test loss : 0.8352
|
| 433 |
+
2024-05-30 09:53:22,657 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-30 09:53:23,745 - INFO - [0/363571] Loss : 1.5593
|
| 436 |
+
2024-05-30 09:53:29,584 - INFO - Test loss : 0.8384
|
| 437 |
+
2024-05-30 09:53:29,584 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-30 09:53:30,738 - INFO - [0/363571] Loss : 1.5482
|
| 440 |
+
2024-05-30 09:53:36,542 - INFO - Test loss : 0.8372
|
| 441 |
+
2024-05-30 09:53:36,542 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-30 09:53:37,607 - INFO - [0/363571] Loss : 1.5475
|
| 444 |
+
2024-05-30 09:53:43,391 - INFO - Test loss : 0.8319
|
| 445 |
+
2024-05-30 09:53:43,391 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-30 09:53:44,458 - INFO - [0/363571] Loss : 1.5420
|
| 448 |
+
2024-05-30 09:53:50,330 - INFO - Test loss : 0.8262
|
| 449 |
+
2024-05-30 09:53:50,330 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-30 09:53:51,427 - INFO - [0/363571] Loss : 1.5541
|
| 452 |
+
2024-05-30 09:53:57,315 - INFO - Test loss : 0.8255
|
| 453 |
+
2024-05-30 09:53:57,315 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-30 09:53:58,398 - INFO - [0/363571] Loss : 1.5360
|
| 456 |
+
2024-05-30 09:54:04,259 - INFO - Test loss : 0.8275
|
| 457 |
+
2024-05-30 09:54:04,259 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-30 09:54:05,420 - INFO - [0/363571] Loss : 1.5409
|
| 460 |
+
2024-05-30 09:54:11,249 - INFO - Test loss : 0.8302
|
| 461 |
+
2024-05-30 09:54:11,249 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-30 09:54:12,338 - INFO - [0/363571] Loss : 1.5321
|
| 464 |
+
2024-05-30 09:54:18,194 - INFO - Test loss : 0.8318
|
| 465 |
+
2024-05-30 09:54:22,133 - INFO - (53041,)
|
| 466 |
+
2024-05-30 09:54:22,273 - INFO - Split ID: 0
|
| 467 |
+
2024-05-30 09:54:22,292 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 11.03
|
| 468 |
+
2024-05-30 09:54:22,294 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 23.83
|
| 469 |
+
2024-05-30 09:54:22,295 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 31.16
|
| 470 |
+
2024-05-30 09:54:22,297 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 44.4
|
| 471 |
+
2024-05-30 09:54:22,307 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-30 09:54:22,316 - INFO - (53041,)
|
| 474 |
+
2024-05-30 09:54:22,468 - INFO - Split ID: 0
|
| 475 |
+
2024-05-30 09:54:22,468 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 476 |
+
2024-05-30 09:54:22,469 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 477 |
+
2024-05-30 09:54:22,469 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 478 |
+
2024-05-30 09:54:22,469 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 479 |
+
2024-05-30 09:54:46,238 - INFO - Split ID: 0
|
| 480 |
+
2024-05-30 09:54:46,239 - INFO - Top 1 (Epoch 80)acc (%): 70.22
|
| 481 |
+
2024-05-30 09:54:46,239 - INFO - Top 3 (Epoch 80)acc (%): 84.97
|
| 482 |
+
2024-05-30 09:54:46,239 - INFO - Top 5 (Epoch 80)acc (%): 89.53
|
| 483 |
+
2024-05-30 09:54:46,239 - INFO - Top 10 (Epoch 80)acc (%): 94.48
|
| 484 |
+
2024-05-30 09:54:46,241 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-30 09:54:47,421 - INFO - [0/363571] Loss : 1.5333
|
| 487 |
+
2024-05-30 09:54:53,280 - INFO - Test loss : 0.8347
|
| 488 |
+
2024-05-30 09:54:53,280 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-30 09:54:54,363 - INFO - [0/363571] Loss : 1.5311
|
| 491 |
+
2024-05-30 09:55:00,235 - INFO - Test loss : 0.8355
|
| 492 |
+
2024-05-30 09:55:00,235 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-30 09:55:01,311 - INFO - [0/363571] Loss : 1.5381
|
| 495 |
+
2024-05-30 09:55:07,236 - INFO - Test loss : 0.8352
|
| 496 |
+
2024-05-30 09:55:07,236 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-30 09:55:08,330 - INFO - [0/363571] Loss : 1.5465
|
| 499 |
+
2024-05-30 09:55:14,176 - INFO - Test loss : 0.8309
|
| 500 |
+
2024-05-30 09:55:14,176 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-30 09:55:15,259 - INFO - [0/363571] Loss : 1.5347
|
| 503 |
+
2024-05-30 09:55:21,115 - INFO - Test loss : 0.8279
|
| 504 |
+
2024-05-30 09:55:21,115 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-30 09:55:22,273 - INFO - [0/363571] Loss : 1.5338
|
| 507 |
+
2024-05-30 09:55:28,100 - INFO - Test loss : 0.8322
|
| 508 |
+
2024-05-30 09:55:28,100 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-30 09:55:29,196 - INFO - [0/363571] Loss : 1.5319
|
| 511 |
+
2024-05-30 09:55:35,043 - INFO - Test loss : 0.8404
|
| 512 |
+
2024-05-30 09:55:35,043 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-30 09:55:36,197 - INFO - [0/363571] Loss : 1.5300
|
| 515 |
+
2024-05-30 09:55:42,048 - INFO - Test loss : 0.8455
|
| 516 |
+
2024-05-30 09:55:42,048 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-30 09:55:43,136 - INFO - [0/363571] Loss : 1.5488
|
| 519 |
+
2024-05-30 09:55:48,973 - INFO - Test loss : 0.8417
|
| 520 |
+
2024-05-30 09:55:48,973 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-30 09:55:50,127 - INFO - [0/363571] Loss : 1.5220
|
| 523 |
+
2024-05-30 09:55:55,911 - INFO - Test loss : 0.8349
|
| 524 |
+
2024-05-30 09:55:59,858 - INFO - (53041,)
|
| 525 |
+
2024-05-30 09:55:59,998 - INFO - Split ID: 0
|
| 526 |
+
2024-05-30 09:56:00,017 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 8.2
|
| 527 |
+
2024-05-30 09:56:00,019 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 22.72
|
| 528 |
+
2024-05-30 09:56:00,020 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 31.12
|
| 529 |
+
2024-05-30 09:56:00,022 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 43.65
|
| 530 |
+
2024-05-30 09:56:00,032 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-30 09:56:00,042 - INFO - (53041,)
|
| 533 |
+
2024-05-30 09:56:00,192 - INFO - Split ID: 0
|
| 534 |
+
2024-05-30 09:56:00,193 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 535 |
+
2024-05-30 09:56:00,193 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 536 |
+
2024-05-30 09:56:00,193 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 537 |
+
2024-05-30 09:56:00,193 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 538 |
+
2024-05-30 09:56:23,869 - INFO - Split ID: 0
|
| 539 |
+
2024-05-30 09:56:23,869 - INFO - Top 1 (Epoch 90)acc (%): 70.27
|
| 540 |
+
2024-05-30 09:56:23,869 - INFO - Top 3 (Epoch 90)acc (%): 84.96
|
| 541 |
+
2024-05-30 09:56:23,870 - INFO - Top 5 (Epoch 90)acc (%): 89.56
|
| 542 |
+
2024-05-30 09:56:23,870 - INFO - Top 10 (Epoch 90)acc (%): 94.47
|
| 543 |
+
2024-05-30 09:56:23,872 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-30 09:56:24,961 - INFO - [0/363571] Loss : 1.5432
|
| 546 |
+
2024-05-30 09:56:30,855 - INFO - Test loss : 0.8271
|
| 547 |
+
2024-05-30 09:56:30,855 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-30 09:56:31,916 - INFO - [0/363571] Loss : 1.5330
|
| 550 |
+
2024-05-30 09:56:37,804 - INFO - Test loss : 0.8237
|
| 551 |
+
2024-05-30 09:56:37,804 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-30 09:56:38,871 - INFO - [0/363571] Loss : 1.5372
|
| 554 |
+
2024-05-30 09:56:44,698 - INFO - Test loss : 0.8199
|
| 555 |
+
2024-05-30 09:56:44,698 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-30 09:56:45,783 - INFO - [0/363571] Loss : 1.5228
|
| 558 |
+
2024-05-30 09:56:51,597 - INFO - Test loss : 0.8211
|
| 559 |
+
2024-05-30 09:56:51,598 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-30 09:56:52,743 - INFO - [0/363571] Loss : 1.5375
|
| 562 |
+
2024-05-30 09:56:58,530 - INFO - Test loss : 0.8223
|
| 563 |
+
2024-05-30 09:56:58,530 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-30 09:56:59,599 - INFO - [0/363571] Loss : 1.5249
|
| 566 |
+
2024-05-30 09:57:05,403 - INFO - Test loss : 0.8269
|
| 567 |
+
2024-05-30 09:57:05,403 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-30 09:57:06,549 - INFO - [0/363571] Loss : 1.5316
|
| 570 |
+
2024-05-30 09:57:12,346 - INFO - Test loss : 0.8309
|
| 571 |
+
2024-05-30 09:57:12,346 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-30 09:57:13,411 - INFO - [0/363571] Loss : 1.5227
|
| 574 |
+
2024-05-30 09:57:19,211 - INFO - Test loss : 0.8339
|
| 575 |
+
2024-05-30 09:57:19,211 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-30 09:57:20,276 - INFO - [0/363571] Loss : 1.5284
|
| 578 |
+
2024-05-30 09:57:26,161 - INFO - Test loss : 0.8333
|
| 579 |
+
2024-05-30 09:57:26,161 - INFO -
|
| 580 |
+
Epoch 100
|
| 581 |
+
2024-05-30 09:57:27,231 - INFO - [0/363571] Loss : 1.5365
|
| 582 |
+
2024-05-30 09:57:33,109 - INFO - Test loss : 0.8300
|
| 583 |
+
2024-05-30 09:57:37,074 - INFO - (53041,)
|
| 584 |
+
2024-05-30 09:57:37,217 - INFO - Split ID: 0
|
| 585 |
+
2024-05-30 09:57:37,238 - INFO - Top 1 LocEnc (Epoch 100)acc (%): 9.58
|
| 586 |
+
2024-05-30 09:57:37,240 - INFO - Top 3 LocEnc (Epoch 100)acc (%): 22.83
|
| 587 |
+
2024-05-30 09:57:37,242 - INFO - Top 5 LocEnc (Epoch 100)acc (%): 30.29
|
| 588 |
+
2024-05-30 09:57:37,243 - INFO - Top 10 LocEnc (Epoch 100)acc (%): 44.48
|
| 589 |
+
2024-05-30 09:57:37,255 - INFO -
|
| 590 |
+
No prior
|
| 591 |
+
2024-05-30 09:57:37,265 - INFO - (53041,)
|
| 592 |
+
2024-05-30 09:57:37,422 - INFO - Split ID: 0
|
| 593 |
+
2024-05-30 09:57:37,422 - INFO - Top 1 (Epoch 100)acc (%): 69.83
|
| 594 |
+
2024-05-30 09:57:37,423 - INFO - Top 3 (Epoch 100)acc (%): 84.61
|
| 595 |
+
2024-05-30 09:57:37,423 - INFO - Top 5 (Epoch 100)acc (%): 89.23
|
| 596 |
+
2024-05-30 09:57:37,423 - INFO - Top 10 (Epoch 100)acc (%): 94.29
|
| 597 |
+
2024-05-30 09:58:01,056 - INFO - Split ID: 0
|
| 598 |
+
2024-05-30 09:58:01,056 - INFO - Top 1 (Epoch 100)acc (%): 70.26
|
| 599 |
+
2024-05-30 09:58:01,057 - INFO - Top 3 (Epoch 100)acc (%): 84.98
|
| 600 |
+
2024-05-30 09:58:01,057 - INFO - Top 5 (Epoch 100)acc (%): 89.55
|
| 601 |
+
2024-05-30 09:58:01,057 - INFO - Top 10 (Epoch 100)acc (%): 94.48
|
| 602 |
+
2024-05-30 09:58:01,059 - INFO -
|
| 603 |
+
Epoch 101
|
| 604 |
+
2024-05-30 09:58:02,148 - INFO - [0/363571] Loss : 1.5253
|
| 605 |
+
2024-05-30 09:58:08,036 - INFO - Test loss : 0.8272
|
| 606 |
+
2024-05-30 09:58:08,037 - INFO -
|
| 607 |
+
Epoch 102
|
| 608 |
+
2024-05-30 09:58:09,211 - INFO - [0/363571] Loss : 1.5231
|
| 609 |
+
2024-05-30 09:58:15,071 - INFO - Test loss : 0.8264
|
| 610 |
+
2024-05-30 09:58:15,071 - INFO -
|
| 611 |
+
Epoch 103
|
| 612 |
+
2024-05-30 09:58:16,167 - INFO - [0/363571] Loss : 1.5242
|
| 613 |
+
2024-05-30 09:58:22,061 - INFO - Test loss : 0.8300
|
| 614 |
+
2024-05-30 09:58:22,061 - INFO -
|
| 615 |
+
Epoch 104
|
| 616 |
+
2024-05-30 09:58:23,235 - INFO - [0/363571] Loss : 1.5228
|
| 617 |
+
2024-05-30 09:58:29,128 - INFO - Test loss : 0.8352
|
| 618 |
+
2024-05-30 09:58:29,128 - INFO -
|
| 619 |
+
Epoch 105
|
| 620 |
+
2024-05-30 09:58:30,213 - INFO - [0/363571] Loss : 1.5380
|
| 621 |
+
2024-05-30 09:58:36,070 - INFO - Test loss : 0.8353
|
| 622 |
+
2024-05-30 09:58:36,070 - INFO -
|
| 623 |
+
Epoch 106
|
| 624 |
+
2024-05-30 09:58:37,240 - INFO - [0/363571] Loss : 1.5274
|
| 625 |
+
2024-05-30 09:58:43,129 - INFO - Test loss : 0.8370
|
| 626 |
+
2024-05-30 09:58:43,129 - INFO -
|
| 627 |
+
Epoch 107
|
| 628 |
+
2024-05-30 09:58:44,223 - INFO - [0/363571] Loss : 1.5314
|
| 629 |
+
2024-05-30 09:58:50,108 - INFO - Test loss : 0.8341
|
| 630 |
+
2024-05-30 09:58:50,108 - INFO -
|
| 631 |
+
Epoch 108
|
| 632 |
+
2024-05-30 09:58:51,201 - INFO - [0/363571] Loss : 1.5391
|
| 633 |
+
2024-05-30 09:58:57,177 - INFO - Test loss : 0.8290
|
| 634 |
+
2024-05-30 09:58:57,177 - INFO -
|
| 635 |
+
Epoch 109
|
| 636 |
+
2024-05-30 09:58:58,265 - INFO - [0/363571] Loss : 1.5225
|
| 637 |
+
2024-05-30 09:59:04,147 - INFO - Test loss : 0.8257
|
| 638 |
+
2024-05-30 09:59:04,147 - INFO -
|
| 639 |
+
Epoch 110
|
| 640 |
+
2024-05-30 09:59:05,233 - INFO - [0/363571] Loss : 1.5140
|
| 641 |
+
2024-05-30 09:59:11,108 - INFO - Test loss : 0.8245
|
| 642 |
+
2024-05-30 09:59:15,016 - INFO - (53041,)
|
| 643 |
+
2024-05-30 09:59:15,156 - INFO - Split ID: 0
|
| 644 |
+
2024-05-30 09:59:15,174 - INFO - Top 1 LocEnc (Epoch 110)acc (%): 9.68
|
| 645 |
+
2024-05-30 09:59:15,176 - INFO - Top 3 LocEnc (Epoch 110)acc (%): 24.23
|
| 646 |
+
2024-05-30 09:59:15,178 - INFO - Top 5 LocEnc (Epoch 110)acc (%): 31.75
|
| 647 |
+
2024-05-30 09:59:15,180 - INFO - Top 10 LocEnc (Epoch 110)acc (%): 45.89
|
| 648 |
+
2024-05-30 09:59:15,191 - INFO -
|
| 649 |
+
No prior
|
| 650 |
+
2024-05-30 09:59:15,200 - INFO - (53041,)
|
| 651 |
+
2024-05-30 09:59:15,353 - INFO - Split ID: 0
|
| 652 |
+
2024-05-30 09:59:15,353 - INFO - Top 1 (Epoch 110)acc (%): 69.83
|
| 653 |
+
2024-05-30 09:59:15,353 - INFO - Top 3 (Epoch 110)acc (%): 84.61
|
| 654 |
+
2024-05-30 09:59:15,353 - INFO - Top 5 (Epoch 110)acc (%): 89.23
|
| 655 |
+
2024-05-30 09:59:15,353 - INFO - Top 10 (Epoch 110)acc (%): 94.29
|
| 656 |
+
2024-05-30 09:59:39,122 - INFO - Split ID: 0
|
| 657 |
+
2024-05-30 09:59:39,122 - INFO - Top 1 (Epoch 110)acc (%): 70.29
|
| 658 |
+
2024-05-30 09:59:39,123 - INFO - Top 3 (Epoch 110)acc (%): 84.98
|
| 659 |
+
2024-05-30 09:59:39,123 - INFO - Top 5 (Epoch 110)acc (%): 89.58
|
| 660 |
+
2024-05-30 09:59:39,123 - INFO - Top 10 (Epoch 110)acc (%): 94.49
|
| 661 |
+
2024-05-30 09:59:39,125 - INFO -
|
| 662 |
+
Epoch 111
|
| 663 |
+
2024-05-30 09:59:40,312 - INFO - [0/363571] Loss : 1.5238
|
| 664 |
+
2024-05-30 09:59:46,188 - INFO - Test loss : 0.8249
|
| 665 |
+
2024-05-30 09:59:46,188 - INFO -
|
| 666 |
+
Epoch 112
|
| 667 |
+
2024-05-30 09:59:47,286 - INFO - [0/363571] Loss : 1.5132
|
| 668 |
+
2024-05-30 09:59:53,183 - INFO - Test loss : 0.8293
|
| 669 |
+
2024-05-30 09:59:53,183 - INFO -
|
| 670 |
+
Epoch 113
|
| 671 |
+
2024-05-30 09:59:54,347 - INFO - [0/363571] Loss : 1.5351
|
| 672 |
+
2024-05-30 10:00:00,188 - INFO - Test loss : 0.8342
|
| 673 |
+
2024-05-30 10:00:00,188 - INFO -
|
| 674 |
+
Epoch 114
|
| 675 |
+
2024-05-30 10:00:01,304 - INFO - [0/363571] Loss : 1.5207
|
| 676 |
+
2024-05-30 10:00:07,145 - INFO - Test loss : 0.8382
|
| 677 |
+
2024-05-30 10:00:07,145 - INFO -
|
| 678 |
+
Epoch 115
|
| 679 |
+
2024-05-30 10:00:08,220 - INFO - [0/363571] Loss : 1.5226
|
| 680 |
+
2024-05-30 10:00:14,142 - INFO - Test loss : 0.8407
|
| 681 |
+
2024-05-30 10:00:14,143 - INFO -
|
| 682 |
+
Epoch 116
|
| 683 |
+
2024-05-30 10:00:15,224 - INFO - [0/363571] Loss : 1.5260
|
| 684 |
+
2024-05-30 10:00:21,080 - INFO - Test loss : 0.8395
|
| 685 |
+
2024-05-30 10:00:21,080 - INFO -
|
| 686 |
+
Epoch 117
|
| 687 |
+
2024-05-30 10:00:22,141 - INFO - [0/363571] Loss : 1.5179
|
| 688 |
+
2024-05-30 10:00:27,938 - INFO - Test loss : 0.8359
|
| 689 |
+
2024-05-30 10:00:27,938 - INFO -
|
| 690 |
+
Epoch 118
|
| 691 |
+
2024-05-30 10:00:29,091 - INFO - [0/363571] Loss : 1.5246
|
| 692 |
+
2024-05-30 10:00:34,854 - INFO - Test loss : 0.8317
|
| 693 |
+
2024-05-30 10:00:34,854 - INFO -
|
| 694 |
+
Epoch 119
|
| 695 |
+
2024-05-30 10:00:35,915 - INFO - [0/363571] Loss : 1.5131
|
| 696 |
+
2024-05-30 10:00:41,695 - INFO - Test loss : 0.8280
|
| 697 |
+
2024-05-30 10:00:41,695 - INFO - Saving output model to ../models/sphere2vec_dfs/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 698 |
+
2024-05-30 10:00:41,855 - INFO - Saving output model to ../models/sphere2vec_dfs/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 699 |
+
2024-05-30 10:00:42,542 - INFO -
|
| 700 |
+
No prior
|
| 701 |
+
2024-05-30 10:00:42,550 - INFO - (53041,)
|
| 702 |
+
2024-05-30 10:00:42,717 - INFO - Split ID: 0
|
| 703 |
+
2024-05-30 10:00:42,717 - INFO - Top 1 acc (%): 69.83
|
| 704 |
+
2024-05-30 10:00:42,717 - INFO - Top 3 acc (%): 84.61
|
| 705 |
+
2024-05-30 10:00:42,717 - INFO - Top 5 acc (%): 89.23
|
| 706 |
+
2024-05-30 10:00:42,717 - INFO - Top 10 acc (%): 94.29
|
| 707 |
+
2024-05-30 10:01:06,594 - INFO - Split ID: 0
|
| 708 |
+
2024-05-30 10:01:06,594 - INFO - Top 1 acc (%): 70.27
|
| 709 |
+
2024-05-30 10:01:06,594 - INFO - Top 3 acc (%): 84.97
|
| 710 |
+
2024-05-30 10:01:06,594 - INFO - Top 5 acc (%): 89.56
|
| 711 |
+
2024-05-30 10:01:06,595 - INFO - Top 10 acc (%): 94.48
|
| 712 |
+
2024-05-30 10:01:06,600 - INFO -
|
| 713 |
+
Sphere2Vec-dfs
|
| 714 |
+
2024-05-30 10:01:06,600 - INFO - Model : model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 715 |
+
2024-05-30 10:01:10,553 - INFO - (53041,)
|
| 716 |
+
2024-05-30 10:01:10,696 - INFO - Split ID: 0
|
| 717 |
+
2024-05-30 10:01:10,714 - INFO - Top 1 LocEnc acc (%): 9.46
|
| 718 |
+
2024-05-30 10:01:10,716 - INFO - Top 3 LocEnc acc (%): 24.8
|
| 719 |
+
2024-05-30 10:01:10,718 - INFO - Top 5 LocEnc acc (%): 31.75
|
| 720 |
+
2024-05-30 10:01:10,719 - INFO - Top 10 LocEnc acc (%): 45.39
|
| 721 |
+
2024-05-31 04:07:25,094 - INFO -
|
| 722 |
+
num_classes 62
|
| 723 |
+
2024-05-31 04:07:25,094 - INFO - num train 363571
|
| 724 |
+
2024-05-31 04:07:25,094 - INFO - num val 53041
|
| 725 |
+
2024-05-31 04:07:25,094 - INFO - train loss full_loss
|
| 726 |
+
2024-05-31 04:07:25,095 - INFO - model name ../models/sphere2vec_dfs/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 727 |
+
2024-05-31 04:07:25,095 - INFO - num users 1
|
| 728 |
+
2024-05-31 04:07:26,085 - INFO -
|
| 729 |
+
Only Sphere2Vec-dfs
|
| 730 |
+
2024-05-31 04:07:26,086 - INFO - Model : model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 731 |
+
2024-05-31 04:07:26,163 - INFO -
|
| 732 |
+
Epoch 121
|
| 733 |
+
2024-05-31 04:07:27,951 - INFO - [0/363571] Loss : 1.5172
|
| 734 |
+
2024-05-31 04:07:34,435 - INFO - Test loss : 0.8244
|
| 735 |
+
2024-05-31 04:07:34,435 - INFO -
|
| 736 |
+
Epoch 122
|
| 737 |
+
2024-05-31 04:07:35,633 - INFO - [0/363571] Loss : 1.5189
|
| 738 |
+
2024-05-31 04:07:42,159 - INFO - Test loss : 0.8233
|
| 739 |
+
2024-05-31 04:07:42,159 - INFO -
|
| 740 |
+
Epoch 123
|
| 741 |
+
2024-05-31 04:07:43,373 - INFO - [0/363571] Loss : 1.5198
|
| 742 |
+
2024-05-31 04:07:49,836 - INFO - Test loss : 0.8238
|
| 743 |
+
2024-05-31 04:07:49,836 - INFO -
|
| 744 |
+
Epoch 124
|
| 745 |
+
2024-05-31 04:07:51,065 - INFO - [0/363571] Loss : 1.5306
|
| 746 |
+
2024-05-31 04:07:57,576 - INFO - Test loss : 0.8255
|
| 747 |
+
2024-05-31 04:07:57,577 - INFO -
|
| 748 |
+
Epoch 125
|
| 749 |
+
2024-05-31 04:07:58,909 - INFO - [0/363571] Loss : 1.5138
|
| 750 |
+
2024-05-31 04:08:19,650 - INFO -
|
| 751 |
+
num_classes 62
|
| 752 |
+
2024-05-31 04:08:19,650 - INFO - num train 363571
|
| 753 |
+
2024-05-31 04:08:19,651 - INFO - num val 53041
|
| 754 |
+
2024-05-31 04:08:19,651 - INFO - train loss full_loss
|
| 755 |
+
2024-05-31 04:08:19,651 - INFO - model name ../models/sphere2vec_dfs/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 756 |
+
2024-05-31 04:08:19,651 - INFO - num users 1
|
| 757 |
+
2024-05-31 04:08:20,636 - INFO -
|
| 758 |
+
Only Sphere2Vec-dfs
|
| 759 |
+
2024-05-31 04:08:20,636 - INFO - Model : model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 760 |
+
2024-05-31 04:08:20,720 - INFO - Saving output model to ../models/sphere2vec_dfs/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 761 |
+
2024-05-31 04:08:21,730 - INFO - Saving output model to ../models/sphere2vec_dfs/model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 762 |
+
2024-05-31 04:08:22,560 - INFO -
|
| 763 |
+
No prior
|
| 764 |
+
2024-05-31 04:08:22,579 - INFO - (53041,)
|
| 765 |
+
2024-05-31 04:08:23,539 - INFO - Save results to ../eval_results/eval_fmow__val_no_prior.csv
|
| 766 |
+
2024-05-31 04:08:23,540 - INFO - Split ID: 0
|
| 767 |
+
2024-05-31 04:08:23,540 - INFO - Top 1 acc (%): 69.83
|
| 768 |
+
2024-05-31 04:08:23,540 - INFO - Top 3 acc (%): 84.61
|
| 769 |
+
2024-05-31 04:08:23,540 - INFO - Top 5 acc (%): 89.23
|
| 770 |
+
2024-05-31 04:08:23,540 - INFO - Top 10 acc (%): 94.29
|
| 771 |
+
2024-05-31 04:08:50,917 - INFO - Split ID: 0
|
| 772 |
+
2024-05-31 04:08:50,917 - INFO - Top 1 hit (%): 70.27
|
| 773 |
+
2024-05-31 04:08:50,917 - INFO - Top 3 hit (%): 84.97
|
| 774 |
+
2024-05-31 04:08:50,917 - INFO - Top 5 hit (%): 89.56
|
| 775 |
+
2024-05-31 04:08:50,918 - INFO - Top 10 hit (%): 94.48
|
| 776 |
+
2024-05-31 04:08:50,932 - INFO -
|
| 777 |
+
Only Sphere2Vec-dfs
|
| 778 |
+
2024-05-31 04:08:50,932 - INFO - Model : model_fmow_Sphere2Vec-dfs_inception_v3_0.0100_64_0.0100000_1.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 779 |
+
2024-05-31 04:08:55,278 - INFO - (53041,)
|
| 780 |
+
2024-05-31 04:08:55,420 - INFO - Split ID: 0
|
| 781 |
+
2024-05-31 04:08:55,438 - INFO - Top 1 LocEnc acc (%): 9.46
|
| 782 |
+
2024-05-31 04:08:55,440 - INFO - Top 3 LocEnc acc (%): 24.8
|
| 783 |
+
2024-05-31 04:08:55,441 - INFO - Top 5 LocEnc acc (%): 31.75
|
| 784 |
+
2024-05-31 04:08:55,443 - INFO - Top 10 LocEnc acc (%): 45.39
|