Upload data/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.log with huggingface_hub
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data/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.log
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|
| 1 |
+
2024-05-21 15:18:57,260 - INFO -
|
| 2 |
+
num_classes 62
|
| 3 |
+
2024-05-21 15:18:57,260 - INFO - num train 363571
|
| 4 |
+
2024-05-21 15:18:57,260 - INFO - num val 53041
|
| 5 |
+
2024-05-21 15:18:57,260 - INFO - train loss full_loss
|
| 6 |
+
2024-05-21 15:18:57,260 - INFO - model name ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 7 |
+
2024-05-21 15:18:57,260 - INFO - num users 1
|
| 8 |
+
2024-05-21 15:18:58,119 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-21 15:19:03,277 - INFO - [0/363571] Loss : 2.2591
|
| 11 |
+
2024-05-21 15:19:41,584 - INFO - Test loss : 1.0955
|
| 12 |
+
2024-05-21 15:19:41,585 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-21 15:19:46,261 - INFO - [0/363571] Loss : 1.8658
|
| 15 |
+
2024-05-21 15:20:25,076 - INFO - Test loss : 0.5256
|
| 16 |
+
2024-05-21 15:20:25,076 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-21 15:20:29,724 - INFO - [0/363571] Loss : 1.7806
|
| 19 |
+
2024-05-21 15:21:08,644 - INFO - Test loss : 2.6064
|
| 20 |
+
2024-05-21 15:21:08,644 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-21 15:21:13,209 - INFO - [0/363571] Loss : 2.4495
|
| 23 |
+
2024-05-21 15:21:53,083 - INFO - Test loss : 0.5634
|
| 24 |
+
2024-05-21 15:21:53,083 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-21 15:21:57,691 - INFO - [0/363571] Loss : 1.6259
|
| 27 |
+
2024-05-21 15:22:36,528 - INFO - Test loss : 0.2942
|
| 28 |
+
2024-05-21 15:22:36,528 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-21 15:22:41,173 - INFO - [0/363571] Loss : 1.8798
|
| 31 |
+
2024-05-21 15:23:20,072 - INFO - Test loss : 0.3882
|
| 32 |
+
2024-05-21 15:23:20,073 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-21 15:23:24,735 - INFO - [0/363571] Loss : 1.7174
|
| 35 |
+
2024-05-21 15:24:02,238 - INFO - Test loss : 0.6655
|
| 36 |
+
2024-05-21 15:24:02,238 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-21 15:24:05,329 - INFO - [0/363571] Loss : 1.5393
|
| 39 |
+
2024-05-21 15:24:44,404 - INFO - Test loss : 1.0523
|
| 40 |
+
2024-05-21 15:24:44,404 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-21 15:24:49,180 - INFO - [0/363571] Loss : 1.5629
|
| 43 |
+
2024-05-21 15:25:28,509 - INFO - Test loss : 1.1283
|
| 44 |
+
2024-05-21 15:25:28,509 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-21 15:25:33,201 - INFO - [0/363571] Loss : 1.5586
|
| 47 |
+
2024-05-21 15:26:12,471 - INFO - Test loss : 0.8804
|
| 48 |
+
2024-05-21 15:26:12,471 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-21 15:26:17,247 - INFO - [0/363571] Loss : 1.4915
|
| 51 |
+
2024-05-21 15:26:56,579 - INFO - Test loss : 0.6378
|
| 52 |
+
2024-05-21 15:26:57,214 - INFO - (53041,)
|
| 53 |
+
2024-05-21 15:26:57,368 - INFO - Split ID: 0
|
| 54 |
+
2024-05-21 15:26:57,387 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 17.98
|
| 55 |
+
2024-05-21 15:26:57,389 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 29.06
|
| 56 |
+
2024-05-21 15:26:57,391 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 36.46
|
| 57 |
+
2024-05-21 15:26:57,393 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 49.08
|
| 58 |
+
2024-05-21 15:26:57,399 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-21 15:26:57,404 - INFO - (53041,)
|
| 61 |
+
2024-05-21 15:26:57,558 - INFO - Split ID: 0
|
| 62 |
+
2024-05-21 15:26:57,559 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 63 |
+
2024-05-21 15:26:57,559 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 64 |
+
2024-05-21 15:26:57,559 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 65 |
+
2024-05-21 15:26:57,559 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 66 |
+
2024-05-21 15:27:37,730 - INFO - Split ID: 0
|
| 67 |
+
2024-05-21 15:27:37,730 - INFO - Top 1 (Epoch 10)acc (%): 70.27
|
| 68 |
+
2024-05-21 15:27:37,730 - INFO - Top 3 (Epoch 10)acc (%): 85.0
|
| 69 |
+
2024-05-21 15:27:37,731 - INFO - Top 5 (Epoch 10)acc (%): 89.6
|
| 70 |
+
2024-05-21 15:27:37,731 - INFO - Top 10 (Epoch 10)acc (%): 94.51
|
| 71 |
+
2024-05-21 15:27:37,731 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-21 15:27:42,389 - INFO - [0/363571] Loss : 1.4817
|
| 74 |
+
2024-05-21 15:28:21,723 - INFO - Test loss : 0.5646
|
| 75 |
+
2024-05-21 15:28:21,723 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-21 15:28:26,405 - INFO - [0/363571] Loss : 1.4819
|
| 78 |
+
2024-05-21 15:29:05,795 - INFO - Test loss : 0.6300
|
| 79 |
+
2024-05-21 15:29:05,795 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-21 15:29:10,430 - INFO - [0/363571] Loss : 1.4468
|
| 82 |
+
2024-05-21 15:29:49,726 - INFO - Test loss : 0.7556
|
| 83 |
+
2024-05-21 15:29:49,726 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-21 15:29:54,519 - INFO - [0/363571] Loss : 1.4109
|
| 86 |
+
2024-05-21 15:30:34,528 - INFO - Test loss : 0.8544
|
| 87 |
+
2024-05-21 15:30:34,529 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-21 15:30:39,280 - INFO - [0/363571] Loss : 1.4009
|
| 90 |
+
2024-05-21 15:31:18,537 - INFO - Test loss : 0.8636
|
| 91 |
+
2024-05-21 15:31:18,537 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-21 15:31:23,176 - INFO - [0/363571] Loss : 1.4028
|
| 94 |
+
2024-05-21 15:32:02,345 - INFO - Test loss : 0.7883
|
| 95 |
+
2024-05-21 15:32:02,345 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-21 15:32:07,067 - INFO - [0/363571] Loss : 1.3725
|
| 98 |
+
2024-05-21 15:32:46,360 - INFO - Test loss : 0.6961
|
| 99 |
+
2024-05-21 15:32:46,360 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-21 15:32:51,041 - INFO - [0/363571] Loss : 1.3628
|
| 102 |
+
2024-05-21 15:33:30,317 - INFO - Test loss : 0.6309
|
| 103 |
+
2024-05-21 15:33:30,317 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-21 15:33:34,992 - INFO - [0/363571] Loss : 1.3497
|
| 106 |
+
2024-05-21 15:34:14,421 - INFO - Test loss : 0.6064
|
| 107 |
+
2024-05-21 15:34:14,421 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-21 15:34:19,051 - INFO - [0/363571] Loss : 1.3543
|
| 110 |
+
2024-05-21 15:34:58,449 - INFO - Test loss : 0.6167
|
| 111 |
+
2024-05-21 15:34:59,069 - INFO - (53041,)
|
| 112 |
+
2024-05-21 15:34:59,223 - INFO - Split ID: 0
|
| 113 |
+
2024-05-21 15:34:59,245 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 17.12
|
| 114 |
+
2024-05-21 15:34:59,247 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 30.5
|
| 115 |
+
2024-05-21 15:34:59,248 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 37.86
|
| 116 |
+
2024-05-21 15:34:59,250 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 51.84
|
| 117 |
+
2024-05-21 15:34:59,256 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-21 15:34:59,261 - INFO - (53041,)
|
| 120 |
+
2024-05-21 15:34:59,414 - INFO - Split ID: 0
|
| 121 |
+
2024-05-21 15:34:59,415 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 122 |
+
2024-05-21 15:34:59,415 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 123 |
+
2024-05-21 15:34:59,415 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 124 |
+
2024-05-21 15:34:59,415 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 125 |
+
2024-05-21 15:35:39,610 - INFO - Split ID: 0
|
| 126 |
+
2024-05-21 15:35:39,611 - INFO - Top 1 (Epoch 20)acc (%): 70.36
|
| 127 |
+
2024-05-21 15:35:39,611 - INFO - Top 3 (Epoch 20)acc (%): 85.07
|
| 128 |
+
2024-05-21 15:35:39,611 - INFO - Top 5 (Epoch 20)acc (%): 89.66
|
| 129 |
+
2024-05-21 15:35:39,611 - INFO - Top 10 (Epoch 20)acc (%): 94.54
|
| 130 |
+
2024-05-21 15:35:39,611 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-21 15:35:44,310 - INFO - [0/363571] Loss : 1.3399
|
| 133 |
+
2024-05-21 15:36:23,662 - INFO - Test loss : 0.6500
|
| 134 |
+
2024-05-21 15:36:23,662 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-21 15:36:28,391 - INFO - [0/363571] Loss : 1.3226
|
| 137 |
+
2024-05-21 15:37:07,687 - INFO - Test loss : 0.6921
|
| 138 |
+
2024-05-21 15:37:07,687 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-21 15:37:12,356 - INFO - [0/363571] Loss : 1.3164
|
| 141 |
+
2024-05-21 15:37:51,596 - INFO - Test loss : 0.7218
|
| 142 |
+
2024-05-21 15:37:51,596 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-21 15:37:56,351 - INFO - [0/363571] Loss : 1.3133
|
| 145 |
+
2024-05-21 15:38:35,593 - INFO - Test loss : 0.7230
|
| 146 |
+
2024-05-21 15:38:35,594 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-21 15:38:40,299 - INFO - [0/363571] Loss : 1.3100
|
| 149 |
+
2024-05-21 15:39:20,446 - INFO - Test loss : 0.6973
|
| 150 |
+
2024-05-21 15:39:20,447 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-21 15:39:24,690 - INFO - [0/363571] Loss : 1.3078
|
| 153 |
+
2024-05-21 15:40:04,007 - INFO - Test loss : 0.6627
|
| 154 |
+
2024-05-21 15:40:04,008 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-21 15:40:08,693 - INFO - [0/363571] Loss : 1.3030
|
| 157 |
+
2024-05-21 15:40:44,676 - INFO - Test loss : 0.6344
|
| 158 |
+
2024-05-21 15:40:44,676 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-21 15:40:49,332 - INFO - [0/363571] Loss : 1.2763
|
| 161 |
+
2024-05-21 15:41:28,516 - INFO - Test loss : 0.6209
|
| 162 |
+
2024-05-21 15:41:28,516 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-21 15:41:33,199 - INFO - [0/363571] Loss : 1.2909
|
| 165 |
+
2024-05-21 15:42:12,264 - INFO - Test loss : 0.6215
|
| 166 |
+
2024-05-21 15:42:12,264 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-21 15:42:16,892 - INFO - [0/363571] Loss : 1.2700
|
| 169 |
+
2024-05-21 15:42:56,001 - INFO - Test loss : 0.6338
|
| 170 |
+
2024-05-21 15:42:56,546 - INFO - (53041,)
|
| 171 |
+
2024-05-21 15:42:56,699 - INFO - Split ID: 0
|
| 172 |
+
2024-05-21 15:42:56,718 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 17.61
|
| 173 |
+
2024-05-21 15:42:56,719 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 30.42
|
| 174 |
+
2024-05-21 15:42:56,721 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 38.64
|
| 175 |
+
2024-05-21 15:42:56,723 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 52.01
|
| 176 |
+
2024-05-21 15:42:56,729 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-21 15:42:56,734 - INFO - (53041,)
|
| 179 |
+
2024-05-21 15:42:56,886 - INFO - Split ID: 0
|
| 180 |
+
2024-05-21 15:42:56,886 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 181 |
+
2024-05-21 15:42:56,886 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 182 |
+
2024-05-21 15:42:56,887 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 183 |
+
2024-05-21 15:42:56,887 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 184 |
+
2024-05-21 15:43:37,039 - INFO - Split ID: 0
|
| 185 |
+
2024-05-21 15:43:37,040 - INFO - Top 1 (Epoch 30)acc (%): 70.48
|
| 186 |
+
2024-05-21 15:43:37,040 - INFO - Top 3 (Epoch 30)acc (%): 85.2
|
| 187 |
+
2024-05-21 15:43:37,040 - INFO - Top 5 (Epoch 30)acc (%): 89.76
|
| 188 |
+
2024-05-21 15:43:37,040 - INFO - Top 10 (Epoch 30)acc (%): 94.61
|
| 189 |
+
2024-05-21 15:43:37,040 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-21 15:43:41,786 - INFO - [0/363571] Loss : 1.2742
|
| 192 |
+
2024-05-21 15:44:20,894 - INFO - Test loss : 0.6509
|
| 193 |
+
2024-05-21 15:44:20,895 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-21 15:44:25,515 - INFO - [0/363571] Loss : 1.2835
|
| 196 |
+
2024-05-21 15:45:04,648 - INFO - Test loss : 0.6662
|
| 197 |
+
2024-05-21 15:45:04,648 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-21 15:45:09,395 - INFO - [0/363571] Loss : 1.2579
|
| 200 |
+
2024-05-21 15:45:48,505 - INFO - Test loss : 0.6717
|
| 201 |
+
2024-05-21 15:45:48,505 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-21 15:45:53,162 - INFO - [0/363571] Loss : 1.2605
|
| 204 |
+
2024-05-21 15:46:32,273 - INFO - Test loss : 0.6630
|
| 205 |
+
2024-05-21 15:46:32,273 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-21 15:46:36,914 - INFO - [0/363571] Loss : 1.2513
|
| 208 |
+
2024-05-21 15:47:16,258 - INFO - Test loss : 0.6485
|
| 209 |
+
2024-05-21 15:47:16,258 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-21 15:47:21,266 - INFO - [0/363571] Loss : 1.2442
|
| 212 |
+
2024-05-21 15:48:00,808 - INFO - Test loss : 0.6320
|
| 213 |
+
2024-05-21 15:48:00,808 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-21 15:48:05,489 - INFO - [0/363571] Loss : 1.2475
|
| 216 |
+
2024-05-21 15:48:44,444 - INFO - Test loss : 0.6186
|
| 217 |
+
2024-05-21 15:48:44,444 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-21 15:48:49,177 - INFO - [0/363571] Loss : 1.2388
|
| 220 |
+
2024-05-21 15:49:28,241 - INFO - Test loss : 0.6134
|
| 221 |
+
2024-05-21 15:49:28,241 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-21 15:49:32,829 - INFO - [0/363571] Loss : 1.2341
|
| 224 |
+
2024-05-21 15:50:11,928 - INFO - Test loss : 0.6158
|
| 225 |
+
2024-05-21 15:50:11,928 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-21 15:50:16,662 - INFO - [0/363571] Loss : 1.2379
|
| 228 |
+
2024-05-21 15:50:55,750 - INFO - Test loss : 0.6238
|
| 229 |
+
2024-05-21 15:50:56,344 - INFO - (53041,)
|
| 230 |
+
2024-05-21 15:50:56,494 - INFO - Split ID: 0
|
| 231 |
+
2024-05-21 15:50:56,513 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 18.42
|
| 232 |
+
2024-05-21 15:50:56,515 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 31.72
|
| 233 |
+
2024-05-21 15:50:56,516 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 39.63
|
| 234 |
+
2024-05-21 15:50:56,518 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 53.61
|
| 235 |
+
2024-05-21 15:50:56,524 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-21 15:50:56,529 - INFO - (53041,)
|
| 238 |
+
2024-05-21 15:50:56,685 - INFO - Split ID: 0
|
| 239 |
+
2024-05-21 15:50:56,685 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 240 |
+
2024-05-21 15:50:56,685 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 241 |
+
2024-05-21 15:50:56,685 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 242 |
+
2024-05-21 15:50:56,685 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 243 |
+
2024-05-21 15:51:36,843 - INFO - Split ID: 0
|
| 244 |
+
2024-05-21 15:51:36,843 - INFO - Top 1 (Epoch 40)acc (%): 70.51
|
| 245 |
+
2024-05-21 15:51:36,844 - INFO - Top 3 (Epoch 40)acc (%): 85.2
|
| 246 |
+
2024-05-21 15:51:36,844 - INFO - Top 5 (Epoch 40)acc (%): 89.8
|
| 247 |
+
2024-05-21 15:51:36,844 - INFO - Top 10 (Epoch 40)acc (%): 94.65
|
| 248 |
+
2024-05-21 15:51:36,844 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-21 15:51:41,517 - INFO - [0/363571] Loss : 1.2438
|
| 251 |
+
2024-05-21 15:52:20,605 - INFO - Test loss : 0.6318
|
| 252 |
+
2024-05-21 15:52:20,605 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-21 15:52:25,382 - INFO - [0/363571] Loss : 1.2340
|
| 255 |
+
2024-05-21 15:53:04,574 - INFO - Test loss : 0.6372
|
| 256 |
+
2024-05-21 15:53:04,574 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-21 15:53:09,210 - INFO - [0/363571] Loss : 1.2271
|
| 259 |
+
2024-05-21 15:53:48,468 - INFO - Test loss : 0.6377
|
| 260 |
+
2024-05-21 15:53:48,468 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-21 15:53:53,110 - INFO - [0/363571] Loss : 1.2239
|
| 263 |
+
2024-05-21 15:54:32,598 - INFO - Test loss : 0.6342
|
| 264 |
+
2024-05-21 15:54:32,598 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-21 15:54:37,319 - INFO - [0/363571] Loss : 1.2268
|
| 267 |
+
2024-05-21 15:55:16,583 - INFO - Test loss : 0.6263
|
| 268 |
+
2024-05-21 15:55:16,583 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-21 15:55:21,223 - INFO - [0/363571] Loss : 1.2250
|
| 271 |
+
2024-05-21 15:56:01,266 - INFO - Test loss : 0.6164
|
| 272 |
+
2024-05-21 15:56:01,266 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-21 15:56:05,987 - INFO - [0/363571] Loss : 1.2202
|
| 275 |
+
2024-05-21 15:56:45,053 - INFO - Test loss : 0.6077
|
| 276 |
+
2024-05-21 15:56:45,054 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-21 15:56:48,978 - INFO - [0/363571] Loss : 1.2196
|
| 279 |
+
2024-05-21 15:57:26,031 - INFO - Test loss : 0.6026
|
| 280 |
+
2024-05-21 15:57:26,031 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-21 15:57:30,767 - INFO - [0/363571] Loss : 1.2163
|
| 283 |
+
2024-05-21 15:58:09,622 - INFO - Test loss : 0.6014
|
| 284 |
+
2024-05-21 15:58:09,622 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-21 15:58:14,180 - INFO - [0/363571] Loss : 1.2009
|
| 287 |
+
2024-05-21 15:58:53,103 - INFO - Test loss : 0.6062
|
| 288 |
+
2024-05-21 15:58:53,710 - INFO - (53041,)
|
| 289 |
+
2024-05-21 15:58:53,859 - INFO - Split ID: 0
|
| 290 |
+
2024-05-21 15:58:53,878 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 18.66
|
| 291 |
+
2024-05-21 15:58:53,880 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 32.7
|
| 292 |
+
2024-05-21 15:58:53,881 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 40.56
|
| 293 |
+
2024-05-21 15:58:53,883 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 55.26
|
| 294 |
+
2024-05-21 15:58:53,889 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-21 15:58:53,894 - INFO - (53041,)
|
| 297 |
+
2024-05-21 15:58:54,048 - INFO - Split ID: 0
|
| 298 |
+
2024-05-21 15:58:54,049 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 299 |
+
2024-05-21 15:58:54,049 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 300 |
+
2024-05-21 15:58:54,049 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 301 |
+
2024-05-21 15:58:54,049 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 302 |
+
2024-05-21 15:59:34,164 - INFO - Split ID: 0
|
| 303 |
+
2024-05-21 15:59:34,183 - INFO - Top 1 (Epoch 50)acc (%): 70.52
|
| 304 |
+
2024-05-21 15:59:34,183 - INFO - Top 3 (Epoch 50)acc (%): 85.26
|
| 305 |
+
2024-05-21 15:59:34,184 - INFO - Top 5 (Epoch 50)acc (%): 89.83
|
| 306 |
+
2024-05-21 15:59:34,184 - INFO - Top 10 (Epoch 50)acc (%): 94.7
|
| 307 |
+
2024-05-21 15:59:34,184 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-21 15:59:38,814 - INFO - [0/363571] Loss : 1.2043
|
| 310 |
+
2024-05-21 16:00:17,691 - INFO - Test loss : 0.6145
|
| 311 |
+
2024-05-21 16:00:17,691 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-21 16:00:22,356 - INFO - [0/363571] Loss : 1.2123
|
| 314 |
+
2024-05-21 16:01:01,262 - INFO - Test loss : 0.6217
|
| 315 |
+
2024-05-21 16:01:01,263 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-21 16:01:05,879 - INFO - [0/363571] Loss : 1.1984
|
| 318 |
+
2024-05-21 16:01:44,735 - INFO - Test loss : 0.6267
|
| 319 |
+
2024-05-21 16:01:44,736 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-21 16:01:49,469 - INFO - [0/363571] Loss : 1.2070
|
| 322 |
+
2024-05-21 16:02:28,428 - INFO - Test loss : 0.6272
|
| 323 |
+
2024-05-21 16:02:28,428 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-21 16:02:33,023 - INFO - [0/363571] Loss : 1.1932
|
| 326 |
+
2024-05-21 16:03:11,854 - INFO - Test loss : 0.6253
|
| 327 |
+
2024-05-21 16:03:11,855 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-21 16:03:16,602 - INFO - [0/363571] Loss : 1.1933
|
| 330 |
+
2024-05-21 16:03:53,619 - INFO - Test loss : 0.6197
|
| 331 |
+
2024-05-21 16:03:53,619 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-21 16:03:58,186 - INFO - [0/363571] Loss : 1.2033
|
| 334 |
+
2024-05-21 16:04:37,009 - INFO - Test loss : 0.6113
|
| 335 |
+
2024-05-21 16:04:37,009 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-21 16:04:41,729 - INFO - [0/363571] Loss : 1.1928
|
| 338 |
+
2024-05-21 16:05:20,579 - INFO - Test loss : 0.6033
|
| 339 |
+
2024-05-21 16:05:20,579 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-21 16:05:25,216 - INFO - [0/363571] Loss : 1.1772
|
| 342 |
+
2024-05-21 16:06:04,167 - INFO - Test loss : 0.5981
|
| 343 |
+
2024-05-21 16:06:04,168 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-21 16:06:08,754 - INFO - [0/363571] Loss : 1.1827
|
| 346 |
+
2024-05-21 16:06:47,748 - INFO - Test loss : 0.5971
|
| 347 |
+
2024-05-21 16:06:48,374 - INFO - (53041,)
|
| 348 |
+
2024-05-21 16:06:48,528 - INFO - Split ID: 0
|
| 349 |
+
2024-05-21 16:06:48,547 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 19.63
|
| 350 |
+
2024-05-21 16:06:48,549 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 32.65
|
| 351 |
+
2024-05-21 16:06:48,551 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 41.08
|
| 352 |
+
2024-05-21 16:06:48,553 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 55.27
|
| 353 |
+
2024-05-21 16:06:48,559 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-21 16:06:48,564 - INFO - (53041,)
|
| 356 |
+
2024-05-21 16:06:48,716 - INFO - Split ID: 0
|
| 357 |
+
2024-05-21 16:06:48,716 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 358 |
+
2024-05-21 16:06:48,717 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 359 |
+
2024-05-21 16:06:48,717 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 360 |
+
2024-05-21 16:06:48,717 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 361 |
+
2024-05-21 16:07:28,821 - INFO - Split ID: 0
|
| 362 |
+
2024-05-21 16:07:28,821 - INFO - Top 1 (Epoch 60)acc (%): 70.57
|
| 363 |
+
2024-05-21 16:07:28,821 - INFO - Top 3 (Epoch 60)acc (%): 85.28
|
| 364 |
+
2024-05-21 16:07:28,821 - INFO - Top 5 (Epoch 60)acc (%): 89.85
|
| 365 |
+
2024-05-21 16:07:28,821 - INFO - Top 10 (Epoch 60)acc (%): 94.69
|
| 366 |
+
2024-05-21 16:07:28,822 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-21 16:07:33,434 - INFO - [0/363571] Loss : 1.1876
|
| 369 |
+
2024-05-21 16:08:11,678 - INFO - Test loss : 0.6001
|
| 370 |
+
2024-05-21 16:08:11,678 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-21 16:08:15,914 - INFO - [0/363571] Loss : 1.1781
|
| 373 |
+
2024-05-21 16:08:54,498 - INFO - Test loss : 0.6065
|
| 374 |
+
2024-05-21 16:08:54,498 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-21 16:08:59,187 - INFO - [0/363571] Loss : 1.1819
|
| 377 |
+
2024-05-21 16:09:37,928 - INFO - Test loss : 0.6119
|
| 378 |
+
2024-05-21 16:09:37,928 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-21 16:09:42,662 - INFO - [0/363571] Loss : 1.1753
|
| 381 |
+
2024-05-21 16:10:21,426 - INFO - Test loss : 0.6157
|
| 382 |
+
2024-05-21 16:10:21,426 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-21 16:10:26,102 - INFO - [0/363571] Loss : 1.1802
|
| 385 |
+
2024-05-21 16:11:04,961 - INFO - Test loss : 0.6164
|
| 386 |
+
2024-05-21 16:11:04,961 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-21 16:11:09,694 - INFO - [0/363571] Loss : 1.1701
|
| 389 |
+
2024-05-21 16:11:48,482 - INFO - Test loss : 0.6152
|
| 390 |
+
2024-05-21 16:11:48,482 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-21 16:11:53,088 - INFO - [0/363571] Loss : 1.1740
|
| 393 |
+
2024-05-21 16:12:32,002 - INFO - Test loss : 0.6122
|
| 394 |
+
2024-05-21 16:12:32,002 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-21 16:12:36,632 - INFO - [0/363571] Loss : 1.1698
|
| 397 |
+
2024-05-21 16:13:16,363 - INFO - Test loss : 0.6080
|
| 398 |
+
2024-05-21 16:13:16,363 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-21 16:13:20,955 - INFO - [0/363571] Loss : 1.1648
|
| 401 |
+
2024-05-21 16:13:48,906 - INFO - Test loss : 0.6044
|
| 402 |
+
2024-05-21 16:13:48,906 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-21 16:13:52,715 - INFO - [0/363571] Loss : 1.1730
|
| 405 |
+
2024-05-21 16:14:18,297 - INFO - Test loss : 0.5995
|
| 406 |
+
2024-05-21 16:14:18,898 - INFO - (53041,)
|
| 407 |
+
2024-05-21 16:14:19,097 - INFO - Split ID: 0
|
| 408 |
+
2024-05-21 16:14:19,115 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 19.7
|
| 409 |
+
2024-05-21 16:14:19,117 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 33.27
|
| 410 |
+
2024-05-21 16:14:19,119 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 41.35
|
| 411 |
+
2024-05-21 16:14:19,120 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 55.67
|
| 412 |
+
2024-05-21 16:14:19,127 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-21 16:14:19,132 - INFO - (53041,)
|
| 415 |
+
2024-05-21 16:14:19,596 - INFO - Split ID: 0
|
| 416 |
+
2024-05-21 16:14:19,597 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 417 |
+
2024-05-21 16:14:19,597 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 418 |
+
2024-05-21 16:14:19,597 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 419 |
+
2024-05-21 16:14:19,597 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 420 |
+
2024-05-21 16:14:57,346 - INFO - Split ID: 0
|
| 421 |
+
2024-05-21 16:14:57,347 - INFO - Top 1 (Epoch 70)acc (%): 70.62
|
| 422 |
+
2024-05-21 16:14:57,347 - INFO - Top 3 (Epoch 70)acc (%): 85.29
|
| 423 |
+
2024-05-21 16:14:57,347 - INFO - Top 5 (Epoch 70)acc (%): 89.86
|
| 424 |
+
2024-05-21 16:14:57,347 - INFO - Top 10 (Epoch 70)acc (%): 94.72
|
| 425 |
+
2024-05-21 16:14:57,348 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-21 16:15:00,437 - INFO - [0/363571] Loss : 1.1678
|
| 428 |
+
2024-05-21 16:15:26,490 - INFO - Test loss : 0.5955
|
| 429 |
+
2024-05-21 16:15:26,490 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-21 16:15:29,722 - INFO - [0/363571] Loss : 1.1672
|
| 432 |
+
2024-05-21 16:15:55,820 - INFO - Test loss : 0.5948
|
| 433 |
+
2024-05-21 16:15:55,820 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-21 16:15:59,546 - INFO - [0/363571] Loss : 1.1676
|
| 436 |
+
2024-05-21 16:16:25,800 - INFO - Test loss : 0.5977
|
| 437 |
+
2024-05-21 16:16:25,800 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-21 16:16:29,407 - INFO - [0/363571] Loss : 1.1622
|
| 440 |
+
2024-05-21 16:16:56,299 - INFO - Test loss : 0.6016
|
| 441 |
+
2024-05-21 16:16:56,299 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-21 16:16:59,796 - INFO - [0/363571] Loss : 1.1558
|
| 444 |
+
2024-05-21 16:17:25,705 - INFO - Test loss : 0.6073
|
| 445 |
+
2024-05-21 16:17:25,705 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-21 16:17:29,016 - INFO - [0/363571] Loss : 1.1667
|
| 448 |
+
2024-05-21 16:17:56,868 - INFO - Test loss : 0.6121
|
| 449 |
+
2024-05-21 16:17:56,868 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-21 16:18:00,355 - INFO - [0/363571] Loss : 1.1659
|
| 452 |
+
2024-05-21 16:18:26,592 - INFO - Test loss : 0.6121
|
| 453 |
+
2024-05-21 16:18:26,592 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-21 16:18:29,825 - INFO - [0/363571] Loss : 1.1611
|
| 456 |
+
2024-05-21 16:18:55,040 - INFO - Test loss : 0.6108
|
| 457 |
+
2024-05-21 16:18:55,040 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-21 16:18:58,254 - INFO - [0/363571] Loss : 1.1718
|
| 460 |
+
2024-05-21 16:19:24,200 - INFO - Test loss : 0.6075
|
| 461 |
+
2024-05-21 16:19:24,200 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-21 16:19:27,307 - INFO - [0/363571] Loss : 1.1423
|
| 464 |
+
2024-05-21 16:19:52,676 - INFO - Test loss : 0.6048
|
| 465 |
+
2024-05-21 16:19:53,260 - INFO - (53041,)
|
| 466 |
+
2024-05-21 16:19:53,412 - INFO - Split ID: 0
|
| 467 |
+
2024-05-21 16:19:53,430 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 19.99
|
| 468 |
+
2024-05-21 16:19:53,432 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 33.45
|
| 469 |
+
2024-05-21 16:19:53,434 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 41.57
|
| 470 |
+
2024-05-21 16:19:53,435 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 56.09
|
| 471 |
+
2024-05-21 16:19:53,441 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-21 16:19:53,446 - INFO - (53041,)
|
| 474 |
+
2024-05-21 16:19:53,604 - INFO - Split ID: 0
|
| 475 |
+
2024-05-21 16:19:53,604 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 476 |
+
2024-05-21 16:19:53,604 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 477 |
+
2024-05-21 16:19:53,604 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 478 |
+
2024-05-21 16:19:53,604 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 479 |
+
2024-05-21 16:20:29,449 - INFO - Split ID: 0
|
| 480 |
+
2024-05-21 16:20:29,449 - INFO - Top 1 (Epoch 80)acc (%): 70.63
|
| 481 |
+
2024-05-21 16:20:29,449 - INFO - Top 3 (Epoch 80)acc (%): 85.32
|
| 482 |
+
2024-05-21 16:20:29,449 - INFO - Top 5 (Epoch 80)acc (%): 89.86
|
| 483 |
+
2024-05-21 16:20:29,449 - INFO - Top 10 (Epoch 80)acc (%): 94.74
|
| 484 |
+
2024-05-21 16:20:29,450 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-21 16:20:32,719 - INFO - [0/363571] Loss : 1.1505
|
| 487 |
+
2024-05-21 16:20:57,771 - INFO - Test loss : 0.6030
|
| 488 |
+
2024-05-21 16:20:57,771 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-21 16:21:00,896 - INFO - [0/363571] Loss : 1.1596
|
| 491 |
+
2024-05-21 16:21:25,688 - INFO - Test loss : 0.6010
|
| 492 |
+
2024-05-21 16:21:25,688 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-21 16:21:28,780 - INFO - [0/363571] Loss : 1.1544
|
| 495 |
+
2024-05-21 16:21:54,570 - INFO - Test loss : 0.6007
|
| 496 |
+
2024-05-21 16:21:54,570 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-21 16:21:57,258 - INFO - [0/363571] Loss : 1.1451
|
| 499 |
+
2024-05-21 16:22:22,656 - INFO - Test loss : 0.6015
|
| 500 |
+
2024-05-21 16:22:22,656 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-21 16:22:25,666 - INFO - [0/363571] Loss : 1.1586
|
| 503 |
+
2024-05-21 16:22:50,552 - INFO - Test loss : 0.6024
|
| 504 |
+
2024-05-21 16:22:50,552 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-21 16:22:53,770 - INFO - [0/363571] Loss : 1.1509
|
| 507 |
+
2024-05-21 16:23:20,303 - INFO - Test loss : 0.6011
|
| 508 |
+
2024-05-21 16:23:20,303 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-21 16:23:23,500 - INFO - [0/363571] Loss : 1.1428
|
| 511 |
+
2024-05-21 16:23:48,557 - INFO - Test loss : 0.6005
|
| 512 |
+
2024-05-21 16:23:48,557 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-21 16:23:51,786 - INFO - [0/363571] Loss : 1.1515
|
| 515 |
+
2024-05-21 16:24:17,691 - INFO - Test loss : 0.5981
|
| 516 |
+
2024-05-21 16:24:17,691 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-21 16:24:20,828 - INFO - [0/363571] Loss : 1.1479
|
| 519 |
+
2024-05-21 16:24:47,028 - INFO - Test loss : 0.5947
|
| 520 |
+
2024-05-21 16:24:47,028 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-21 16:24:50,256 - INFO - [0/363571] Loss : 1.1527
|
| 523 |
+
2024-05-21 16:25:15,166 - INFO - Test loss : 0.5903
|
| 524 |
+
2024-05-21 16:25:15,780 - INFO - (53041,)
|
| 525 |
+
2024-05-21 16:25:15,934 - INFO - Split ID: 0
|
| 526 |
+
2024-05-21 16:25:15,954 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 19.75
|
| 527 |
+
2024-05-21 16:25:15,955 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 33.95
|
| 528 |
+
2024-05-21 16:25:15,957 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 42.61
|
| 529 |
+
2024-05-21 16:25:15,959 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 56.83
|
| 530 |
+
2024-05-21 16:25:15,965 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-21 16:25:15,970 - INFO - (53041,)
|
| 533 |
+
2024-05-21 16:25:16,121 - INFO - Split ID: 0
|
| 534 |
+
2024-05-21 16:25:16,122 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 535 |
+
2024-05-21 16:25:16,122 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 536 |
+
2024-05-21 16:25:16,122 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 537 |
+
2024-05-21 16:25:16,122 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 538 |
+
2024-05-21 16:25:53,933 - INFO - Split ID: 0
|
| 539 |
+
2024-05-21 16:25:53,933 - INFO - Top 1 (Epoch 90)acc (%): 70.65
|
| 540 |
+
2024-05-21 16:25:53,934 - INFO - Top 3 (Epoch 90)acc (%): 85.35
|
| 541 |
+
2024-05-21 16:25:53,934 - INFO - Top 5 (Epoch 90)acc (%): 89.86
|
| 542 |
+
2024-05-21 16:25:53,934 - INFO - Top 10 (Epoch 90)acc (%): 94.75
|
| 543 |
+
2024-05-21 16:25:53,934 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-21 16:25:56,617 - INFO - [0/363571] Loss : 1.1420
|
| 546 |
+
2024-05-21 16:26:22,481 - INFO - Test loss : 0.5872
|
| 547 |
+
2024-05-21 16:26:22,481 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-21 16:26:25,431 - INFO - [0/363571] Loss : 1.1426
|
| 550 |
+
2024-05-21 16:26:52,392 - INFO - Test loss : 0.5861
|
| 551 |
+
2024-05-21 16:26:52,392 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-21 16:26:55,509 - INFO - [0/363571] Loss : 1.1390
|
| 554 |
+
2024-05-21 16:27:20,721 - INFO - Test loss : 0.5877
|
| 555 |
+
2024-05-21 16:27:20,721 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-21 16:27:24,152 - INFO - [0/363571] Loss : 1.1356
|
| 558 |
+
2024-05-21 16:27:50,767 - INFO - Test loss : 0.5916
|
| 559 |
+
2024-05-21 16:27:50,768 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-21 16:27:53,978 - INFO - [0/363571] Loss : 1.1400
|
| 562 |
+
2024-05-21 16:28:19,062 - INFO - Test loss : 0.5966
|
| 563 |
+
2024-05-21 16:28:19,062 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-21 16:28:22,171 - INFO - [0/363571] Loss : 1.1311
|
| 566 |
+
2024-05-21 16:28:48,650 - INFO - Test loss : 0.6022
|
| 567 |
+
2024-05-21 16:28:48,650 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-21 16:28:51,864 - INFO - [0/363571] Loss : 1.1300
|
| 570 |
+
2024-05-21 16:29:17,948 - INFO - Test loss : 0.6060
|
| 571 |
+
2024-05-21 16:29:17,948 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-21 16:29:21,082 - INFO - [0/363571] Loss : 1.1411
|
| 574 |
+
2024-05-21 16:29:46,303 - INFO - Test loss : 0.6075
|
| 575 |
+
2024-05-21 16:29:46,303 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-21 16:29:49,408 - INFO - [0/363571] Loss : 1.1275
|
| 578 |
+
2024-05-21 16:30:15,419 - INFO - Test loss : 0.6072
|
| 579 |
+
2024-05-21 16:30:15,419 - INFO - Saving output model to ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 580 |
+
2024-05-21 16:30:15,429 - INFO - Saving output model to ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 581 |
+
2024-05-21 16:30:15,456 - INFO -
|
| 582 |
+
No prior
|
| 583 |
+
2024-05-21 16:30:15,461 - INFO - (53041,)
|
| 584 |
+
2024-05-21 16:30:15,615 - INFO - Split ID: 0
|
| 585 |
+
2024-05-21 16:30:15,615 - INFO - Top 1 acc (%): 69.83
|
| 586 |
+
2024-05-21 16:30:15,615 - INFO - Top 3 acc (%): 84.61
|
| 587 |
+
2024-05-21 16:30:15,615 - INFO - Top 5 acc (%): 89.23
|
| 588 |
+
2024-05-21 16:30:15,615 - INFO - Top 10 acc (%): 94.29
|
| 589 |
+
2024-05-21 16:30:53,475 - INFO - Split ID: 0
|
| 590 |
+
2024-05-21 16:30:53,476 - INFO - Top 1 acc (%): 70.68
|
| 591 |
+
2024-05-21 16:30:53,476 - INFO - Top 3 acc (%): 85.36
|
| 592 |
+
2024-05-21 16:30:53,476 - INFO - Top 5 acc (%): 89.89
|
| 593 |
+
2024-05-21 16:30:53,476 - INFO - Top 10 acc (%): 94.76
|
| 594 |
+
2024-05-21 16:30:53,477 - INFO -
|
| 595 |
+
Space2Vec-grid
|
| 596 |
+
2024-05-21 16:30:53,477 - INFO - Model : model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 597 |
+
2024-05-21 16:30:54,066 - INFO - (53041,)
|
| 598 |
+
2024-05-21 16:30:54,217 - INFO - Split ID: 0
|
| 599 |
+
2024-05-21 16:30:54,236 - INFO - Top 1 LocEnc acc (%): 19.99
|
| 600 |
+
2024-05-21 16:30:54,238 - INFO - Top 3 LocEnc acc (%): 34.25
|
| 601 |
+
2024-05-21 16:30:54,240 - INFO - Top 5 LocEnc acc (%): 42.86
|
| 602 |
+
2024-05-21 16:30:54,242 - INFO - Top 10 LocEnc acc (%): 56.89
|
| 603 |
+
2024-05-22 02:40:40,336 - INFO -
|
| 604 |
+
num_classes 62
|
| 605 |
+
2024-05-22 02:40:40,336 - INFO - num train 363571
|
| 606 |
+
2024-05-22 02:40:40,336 - INFO - num val 53041
|
| 607 |
+
2024-05-22 02:40:40,336 - INFO - train loss full_loss
|
| 608 |
+
2024-05-22 02:40:40,336 - INFO - model name ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 609 |
+
2024-05-22 02:40:40,336 - INFO - num users 1
|
| 610 |
+
2024-05-22 02:40:41,304 - INFO -
|
| 611 |
+
Epoch 0
|
| 612 |
+
2024-05-22 02:40:42,312 - INFO - [0/363571] Loss : 2.2592
|
| 613 |
+
2024-05-22 02:40:45,331 - INFO - Test loss : 1.1759
|
| 614 |
+
2024-05-22 02:40:45,331 - INFO -
|
| 615 |
+
Epoch 1
|
| 616 |
+
2024-05-22 02:40:45,834 - INFO - [0/363571] Loss : 1.8817
|
| 617 |
+
2024-05-22 02:40:48,841 - INFO - Test loss : 0.4632
|
| 618 |
+
2024-05-22 02:40:48,841 - INFO -
|
| 619 |
+
Epoch 2
|
| 620 |
+
2024-05-22 02:40:49,266 - INFO - [0/363571] Loss : 1.8692
|
| 621 |
+
2024-05-22 02:40:52,275 - INFO - Test loss : 2.1559
|
| 622 |
+
2024-05-22 02:40:52,275 - INFO -
|
| 623 |
+
Epoch 3
|
| 624 |
+
2024-05-22 02:40:52,705 - INFO - [0/363571] Loss : 2.2445
|
| 625 |
+
2024-05-22 02:40:55,792 - INFO - Test loss : 0.6375
|
| 626 |
+
2024-05-22 02:40:55,792 - INFO -
|
| 627 |
+
Epoch 4
|
| 628 |
+
2024-05-22 02:40:56,215 - INFO - [0/363571] Loss : 1.6191
|
| 629 |
+
2024-05-22 02:40:59,232 - INFO - Test loss : 0.3706
|
| 630 |
+
2024-05-22 02:40:59,232 - INFO -
|
| 631 |
+
Epoch 5
|
| 632 |
+
2024-05-22 02:40:59,655 - INFO - [0/363571] Loss : 1.7602
|
| 633 |
+
2024-05-22 02:41:02,665 - INFO - Test loss : 0.4864
|
| 634 |
+
2024-05-22 02:41:02,665 - INFO -
|
| 635 |
+
Epoch 6
|
| 636 |
+
2024-05-22 02:41:03,168 - INFO - [0/363571] Loss : 1.6238
|
| 637 |
+
2024-05-22 02:41:06,178 - INFO - Test loss : 0.8195
|
| 638 |
+
2024-05-22 02:41:06,178 - INFO -
|
| 639 |
+
Epoch 7
|
| 640 |
+
2024-05-22 02:41:06,601 - INFO - [0/363571] Loss : 1.5095
|
| 641 |
+
2024-05-22 02:41:09,606 - INFO - Test loss : 1.1357
|
| 642 |
+
2024-05-22 02:41:09,606 - INFO -
|
| 643 |
+
Epoch 8
|
| 644 |
+
2024-05-22 02:41:10,109 - INFO - [0/363571] Loss : 1.5534
|
| 645 |
+
2024-05-22 02:41:13,124 - INFO - Test loss : 0.9978
|
| 646 |
+
2024-05-22 02:41:13,124 - INFO -
|
| 647 |
+
Epoch 9
|
| 648 |
+
2024-05-22 02:41:13,545 - INFO - [0/363571] Loss : 1.4979
|
| 649 |
+
2024-05-22 02:41:16,553 - INFO - Test loss : 0.7134
|
| 650 |
+
2024-05-22 02:41:16,553 - INFO -
|
| 651 |
+
Epoch 10
|
| 652 |
+
2024-05-22 02:41:17,058 - INFO - [0/363571] Loss : 1.4447
|
| 653 |
+
2024-05-22 02:41:20,080 - INFO - Test loss : 0.5485
|
| 654 |
+
2024-05-22 02:41:20,678 - INFO - (53041,)
|
| 655 |
+
2024-05-22 02:41:20,831 - INFO - Split ID: 0
|
| 656 |
+
2024-05-22 02:41:20,851 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 17.05
|
| 657 |
+
2024-05-22 02:41:20,853 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 28.91
|
| 658 |
+
2024-05-22 02:41:20,854 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 36.57
|
| 659 |
+
2024-05-22 02:41:20,856 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 49.54
|
| 660 |
+
2024-05-22 02:41:20,862 - INFO -
|
| 661 |
+
No prior
|
| 662 |
+
2024-05-22 02:41:20,868 - INFO - (53041,)
|
| 663 |
+
2024-05-22 02:41:21,023 - INFO - Split ID: 0
|
| 664 |
+
2024-05-22 02:41:21,023 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 665 |
+
2024-05-22 02:41:21,023 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 666 |
+
2024-05-22 02:41:21,023 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 667 |
+
2024-05-22 02:41:21,023 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 668 |
+
2024-05-22 02:41:42,874 - INFO - Split ID: 0
|
| 669 |
+
2024-05-22 02:41:42,875 - INFO - Top 1 (Epoch 10)acc (%): 70.2
|
| 670 |
+
2024-05-22 02:41:42,875 - INFO - Top 3 (Epoch 10)acc (%): 84.93
|
| 671 |
+
2024-05-22 02:41:42,875 - INFO - Top 5 (Epoch 10)acc (%): 89.58
|
| 672 |
+
2024-05-22 02:41:42,875 - INFO - Top 10 (Epoch 10)acc (%): 94.46
|
| 673 |
+
2024-05-22 02:41:42,875 - INFO -
|
| 674 |
+
Epoch 11
|
| 675 |
+
2024-05-22 02:41:43,295 - INFO - [0/363571] Loss : 1.4579
|
| 676 |
+
2024-05-22 02:41:46,306 - INFO - Test loss : 0.5206
|
| 677 |
+
2024-05-22 02:41:46,306 - INFO -
|
| 678 |
+
Epoch 12
|
| 679 |
+
2024-05-22 02:41:46,730 - INFO - [0/363571] Loss : 1.4542
|
| 680 |
+
2024-05-22 02:41:49,829 - INFO - Test loss : 0.5864
|
| 681 |
+
2024-05-22 02:41:49,829 - INFO -
|
| 682 |
+
Epoch 13
|
| 683 |
+
2024-05-22 02:41:50,252 - INFO - [0/363571] Loss : 1.4143
|
| 684 |
+
2024-05-22 02:41:53,250 - INFO - Test loss : 0.6973
|
| 685 |
+
2024-05-22 02:41:53,250 - INFO -
|
| 686 |
+
Epoch 14
|
| 687 |
+
2024-05-22 02:41:53,674 - INFO - [0/363571] Loss : 1.3992
|
| 688 |
+
2024-05-22 02:41:56,667 - INFO - Test loss : 0.7967
|
| 689 |
+
2024-05-22 02:41:56,668 - INFO -
|
| 690 |
+
Epoch 15
|
| 691 |
+
2024-05-22 02:41:57,172 - INFO - [0/363571] Loss : 1.3795
|
| 692 |
+
2024-05-22 02:42:00,168 - INFO - Test loss : 0.8302
|
| 693 |
+
2024-05-22 02:42:00,169 - INFO -
|
| 694 |
+
Epoch 16
|
| 695 |
+
2024-05-22 02:42:00,591 - INFO - [0/363571] Loss : 1.3646
|
| 696 |
+
2024-05-22 02:42:03,586 - INFO - Test loss : 0.7912
|
| 697 |
+
2024-05-22 02:42:03,586 - INFO -
|
| 698 |
+
Epoch 17
|
| 699 |
+
2024-05-22 02:42:04,092 - INFO - [0/363571] Loss : 1.3660
|
| 700 |
+
2024-05-22 02:42:07,106 - INFO - Test loss : 0.7142
|
| 701 |
+
2024-05-22 02:42:07,106 - INFO -
|
| 702 |
+
Epoch 18
|
| 703 |
+
2024-05-22 02:42:07,532 - INFO - [0/363571] Loss : 1.3386
|
| 704 |
+
2024-05-22 02:42:10,523 - INFO - Test loss : 0.6451
|
| 705 |
+
2024-05-22 02:42:10,523 - INFO -
|
| 706 |
+
Epoch 19
|
| 707 |
+
2024-05-22 02:42:10,947 - INFO - [0/363571] Loss : 1.3414
|
| 708 |
+
2024-05-22 02:42:14,040 - INFO - Test loss : 0.6032
|
| 709 |
+
2024-05-22 02:42:14,040 - INFO -
|
| 710 |
+
Epoch 20
|
| 711 |
+
2024-05-22 02:42:14,464 - INFO - [0/363571] Loss : 1.3367
|
| 712 |
+
2024-05-22 02:42:17,463 - INFO - Test loss : 0.5888
|
| 713 |
+
2024-05-22 02:42:18,040 - INFO - (53041,)
|
| 714 |
+
2024-05-22 02:42:18,195 - INFO - Split ID: 0
|
| 715 |
+
2024-05-22 02:42:18,217 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 17.96
|
| 716 |
+
2024-05-22 02:42:18,218 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 30.98
|
| 717 |
+
2024-05-22 02:42:18,220 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 39.38
|
| 718 |
+
2024-05-22 02:42:18,222 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 52.33
|
| 719 |
+
2024-05-22 02:42:18,228 - INFO -
|
| 720 |
+
No prior
|
| 721 |
+
2024-05-22 02:42:18,233 - INFO - (53041,)
|
| 722 |
+
2024-05-22 02:42:18,383 - INFO - Split ID: 0
|
| 723 |
+
2024-05-22 02:42:18,384 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 724 |
+
2024-05-22 02:42:18,384 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 725 |
+
2024-05-22 02:42:18,384 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 726 |
+
2024-05-22 02:42:18,384 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 727 |
+
2024-05-22 02:42:40,251 - INFO - Split ID: 0
|
| 728 |
+
2024-05-22 02:42:40,251 - INFO - Top 1 (Epoch 20)acc (%): 70.39
|
| 729 |
+
2024-05-22 02:42:40,251 - INFO - Top 3 (Epoch 20)acc (%): 85.07
|
| 730 |
+
2024-05-22 02:42:40,251 - INFO - Top 5 (Epoch 20)acc (%): 89.7
|
| 731 |
+
2024-05-22 02:42:40,251 - INFO - Top 10 (Epoch 20)acc (%): 94.58
|
| 732 |
+
2024-05-22 02:42:40,252 - INFO -
|
| 733 |
+
Epoch 21
|
| 734 |
+
2024-05-22 02:42:40,674 - INFO - [0/363571] Loss : 1.3247
|
| 735 |
+
2024-05-22 02:42:43,689 - INFO - Test loss : 0.5997
|
| 736 |
+
2024-05-22 02:42:43,689 - INFO -
|
| 737 |
+
Epoch 22
|
| 738 |
+
2024-05-22 02:42:44,193 - INFO - [0/363571] Loss : 1.3133
|
| 739 |
+
2024-05-22 02:42:47,198 - INFO - Test loss : 0.6264
|
| 740 |
+
2024-05-22 02:42:47,198 - INFO -
|
| 741 |
+
Epoch 23
|
| 742 |
+
2024-05-22 02:42:47,623 - INFO - [0/363571] Loss : 1.3021
|
| 743 |
+
2024-05-22 02:42:50,648 - INFO - Test loss : 0.6552
|
| 744 |
+
2024-05-22 02:42:50,648 - INFO -
|
| 745 |
+
Epoch 24
|
| 746 |
+
2024-05-22 02:42:51,153 - INFO - [0/363571] Loss : 1.2944
|
| 747 |
+
2024-05-22 02:42:54,162 - INFO - Test loss : 0.6714
|
| 748 |
+
2024-05-22 02:42:54,162 - INFO -
|
| 749 |
+
Epoch 25
|
| 750 |
+
2024-05-22 02:42:54,584 - INFO - [0/363571] Loss : 1.2825
|
| 751 |
+
2024-05-22 02:42:57,589 - INFO - Test loss : 0.6700
|
| 752 |
+
2024-05-22 02:42:57,589 - INFO -
|
| 753 |
+
Epoch 26
|
| 754 |
+
2024-05-22 02:42:58,098 - INFO - [0/363571] Loss : 1.2810
|
| 755 |
+
2024-05-22 02:43:01,103 - INFO - Test loss : 0.6530
|
| 756 |
+
2024-05-22 02:43:01,103 - INFO -
|
| 757 |
+
Epoch 27
|
| 758 |
+
2024-05-22 02:43:01,527 - INFO - [0/363571] Loss : 1.2836
|
| 759 |
+
2024-05-22 02:43:04,541 - INFO - Test loss : 0.6271
|
| 760 |
+
2024-05-22 02:43:04,541 - INFO -
|
| 761 |
+
Epoch 28
|
| 762 |
+
2024-05-22 02:43:04,965 - INFO - [0/363571] Loss : 1.2706
|
| 763 |
+
2024-05-22 02:43:08,060 - INFO - Test loss : 0.6058
|
| 764 |
+
2024-05-22 02:43:08,060 - INFO -
|
| 765 |
+
Epoch 29
|
| 766 |
+
2024-05-22 02:43:08,485 - INFO - [0/363571] Loss : 1.2756
|
| 767 |
+
2024-05-22 02:43:11,484 - INFO - Test loss : 0.5954
|
| 768 |
+
2024-05-22 02:43:11,484 - INFO -
|
| 769 |
+
Epoch 30
|
| 770 |
+
2024-05-22 02:43:11,909 - INFO - [0/363571] Loss : 1.2586
|
| 771 |
+
2024-05-22 02:43:14,891 - INFO - Test loss : 0.5983
|
| 772 |
+
2024-05-22 02:43:15,474 - INFO - (53041,)
|
| 773 |
+
2024-05-22 02:43:15,625 - INFO - Split ID: 0
|
| 774 |
+
2024-05-22 02:43:15,644 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 17.81
|
| 775 |
+
2024-05-22 02:43:15,645 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 30.94
|
| 776 |
+
2024-05-22 02:43:15,647 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 38.68
|
| 777 |
+
2024-05-22 02:43:15,649 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 52.82
|
| 778 |
+
2024-05-22 02:43:15,655 - INFO -
|
| 779 |
+
No prior
|
| 780 |
+
2024-05-22 02:43:15,660 - INFO - (53041,)
|
| 781 |
+
2024-05-22 02:43:15,808 - INFO - Split ID: 0
|
| 782 |
+
2024-05-22 02:43:15,809 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 783 |
+
2024-05-22 02:43:15,809 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 784 |
+
2024-05-22 02:43:15,809 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 785 |
+
2024-05-22 02:43:15,809 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 786 |
+
2024-05-22 02:43:37,697 - INFO - Split ID: 0
|
| 787 |
+
2024-05-22 02:43:37,697 - INFO - Top 1 (Epoch 30)acc (%): 70.47
|
| 788 |
+
2024-05-22 02:43:37,697 - INFO - Top 3 (Epoch 30)acc (%): 85.17
|
| 789 |
+
2024-05-22 02:43:37,697 - INFO - Top 5 (Epoch 30)acc (%): 89.75
|
| 790 |
+
2024-05-22 02:43:37,698 - INFO - Top 10 (Epoch 30)acc (%): 94.64
|
| 791 |
+
2024-05-22 02:43:37,698 - INFO -
|
| 792 |
+
Epoch 31
|
| 793 |
+
2024-05-22 02:43:38,203 - INFO - [0/363571] Loss : 1.2623
|
| 794 |
+
2024-05-22 02:43:41,245 - INFO - Test loss : 0.6092
|
| 795 |
+
2024-05-22 02:43:41,245 - INFO -
|
| 796 |
+
Epoch 32
|
| 797 |
+
2024-05-22 02:43:41,673 - INFO - [0/363571] Loss : 1.2541
|
| 798 |
+
2024-05-22 02:43:44,719 - INFO - Test loss : 0.6267
|
| 799 |
+
2024-05-22 02:43:44,719 - INFO -
|
| 800 |
+
Epoch 33
|
| 801 |
+
2024-05-22 02:43:45,231 - INFO - [0/363571] Loss : 1.2462
|
| 802 |
+
2024-05-22 02:43:48,267 - INFO - Test loss : 0.6440
|
| 803 |
+
2024-05-22 02:43:48,268 - INFO -
|
| 804 |
+
Epoch 34
|
| 805 |
+
2024-05-22 02:43:48,695 - INFO - [0/363571] Loss : 1.2439
|
| 806 |
+
2024-05-22 02:43:51,730 - INFO - Test loss : 0.6517
|
| 807 |
+
2024-05-22 02:43:51,730 - INFO -
|
| 808 |
+
Epoch 35
|
| 809 |
+
2024-05-22 02:43:52,156 - INFO - [0/363571] Loss : 1.2448
|
| 810 |
+
2024-05-22 02:43:55,265 - INFO - Test loss : 0.6470
|
| 811 |
+
2024-05-22 02:43:55,265 - INFO -
|
| 812 |
+
Epoch 36
|
| 813 |
+
2024-05-22 02:43:55,695 - INFO - [0/363571] Loss : 1.2358
|
| 814 |
+
2024-05-22 02:43:58,733 - INFO - Test loss : 0.6337
|
| 815 |
+
2024-05-22 02:43:58,733 - INFO -
|
| 816 |
+
Epoch 37
|
| 817 |
+
2024-05-22 02:43:59,156 - INFO - [0/363571] Loss : 1.2169
|
| 818 |
+
2024-05-22 02:44:02,157 - INFO - Test loss : 0.6169
|
| 819 |
+
2024-05-22 02:44:02,157 - INFO -
|
| 820 |
+
Epoch 38
|
| 821 |
+
2024-05-22 02:44:02,662 - INFO - [0/363571] Loss : 1.2394
|
| 822 |
+
2024-05-22 02:44:05,662 - INFO - Test loss : 0.5978
|
| 823 |
+
2024-05-22 02:44:05,662 - INFO -
|
| 824 |
+
Epoch 39
|
| 825 |
+
2024-05-22 02:44:06,086 - INFO - [0/363571] Loss : 1.2315
|
| 826 |
+
2024-05-22 02:44:09,097 - INFO - Test loss : 0.5850
|
| 827 |
+
2024-05-22 02:44:09,097 - INFO -
|
| 828 |
+
Epoch 40
|
| 829 |
+
2024-05-22 02:44:09,603 - INFO - [0/363571] Loss : 1.2230
|
| 830 |
+
2024-05-22 02:44:12,610 - INFO - Test loss : 0.5798
|
| 831 |
+
2024-05-22 02:44:13,196 - INFO - (53041,)
|
| 832 |
+
2024-05-22 02:44:13,348 - INFO - Split ID: 0
|
| 833 |
+
2024-05-22 02:44:13,369 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 19.07
|
| 834 |
+
2024-05-22 02:44:13,371 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 32.41
|
| 835 |
+
2024-05-22 02:44:13,373 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 40.73
|
| 836 |
+
2024-05-22 02:44:13,375 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 55.02
|
| 837 |
+
2024-05-22 02:44:13,380 - INFO -
|
| 838 |
+
No prior
|
| 839 |
+
2024-05-22 02:44:13,385 - INFO - (53041,)
|
| 840 |
+
2024-05-22 02:44:13,538 - INFO - Split ID: 0
|
| 841 |
+
2024-05-22 02:44:13,538 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 842 |
+
2024-05-22 02:44:13,538 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 843 |
+
2024-05-22 02:44:13,539 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 844 |
+
2024-05-22 02:44:13,539 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 845 |
+
2024-05-22 02:44:35,413 - INFO - Split ID: 0
|
| 846 |
+
2024-05-22 02:44:35,413 - INFO - Top 1 (Epoch 40)acc (%): 70.5
|
| 847 |
+
2024-05-22 02:44:35,413 - INFO - Top 3 (Epoch 40)acc (%): 85.24
|
| 848 |
+
2024-05-22 02:44:35,413 - INFO - Top 5 (Epoch 40)acc (%): 89.79
|
| 849 |
+
2024-05-22 02:44:35,413 - INFO - Top 10 (Epoch 40)acc (%): 94.67
|
| 850 |
+
2024-05-22 02:44:35,414 - INFO -
|
| 851 |
+
Epoch 41
|
| 852 |
+
2024-05-22 02:44:35,838 - INFO - [0/363571] Loss : 1.2283
|
| 853 |
+
2024-05-22 02:44:38,848 - INFO - Test loss : 0.5828
|
| 854 |
+
2024-05-22 02:44:38,848 - INFO -
|
| 855 |
+
Epoch 42
|
| 856 |
+
2024-05-22 02:44:39,358 - INFO - [0/363571] Loss : 1.2105
|
| 857 |
+
2024-05-22 02:44:42,367 - INFO - Test loss : 0.5938
|
| 858 |
+
2024-05-22 02:44:42,367 - INFO -
|
| 859 |
+
Epoch 43
|
| 860 |
+
2024-05-22 02:44:42,792 - INFO - [0/363571] Loss : 1.2140
|
| 861 |
+
2024-05-22 02:44:45,827 - INFO - Test loss : 0.6085
|
| 862 |
+
2024-05-22 02:44:45,827 - INFO -
|
| 863 |
+
Epoch 44
|
| 864 |
+
2024-05-22 02:44:46,252 - INFO - [0/363571] Loss : 1.2061
|
| 865 |
+
2024-05-22 02:44:49,339 - INFO - Test loss : 0.6233
|
| 866 |
+
2024-05-22 02:44:49,339 - INFO -
|
| 867 |
+
Epoch 45
|
| 868 |
+
2024-05-22 02:44:49,767 - INFO - [0/363571] Loss : 1.2179
|
| 869 |
+
2024-05-22 02:44:52,777 - INFO - Test loss : 0.6292
|
| 870 |
+
2024-05-22 02:44:52,777 - INFO -
|
| 871 |
+
Epoch 46
|
| 872 |
+
2024-05-22 02:44:53,198 - INFO - [0/363571] Loss : 1.2010
|
| 873 |
+
2024-05-22 02:44:56,218 - INFO - Test loss : 0.6286
|
| 874 |
+
2024-05-22 02:44:56,218 - INFO -
|
| 875 |
+
Epoch 47
|
| 876 |
+
2024-05-22 02:44:56,721 - INFO - [0/363571] Loss : 1.2015
|
| 877 |
+
2024-05-22 02:44:59,722 - INFO - Test loss : 0.6217
|
| 878 |
+
2024-05-22 02:44:59,722 - INFO -
|
| 879 |
+
Epoch 48
|
| 880 |
+
2024-05-22 02:45:00,145 - INFO - [0/363571] Loss : 1.2037
|
| 881 |
+
2024-05-22 02:45:03,174 - INFO - Test loss : 0.6091
|
| 882 |
+
2024-05-22 02:45:03,174 - INFO -
|
| 883 |
+
Epoch 49
|
| 884 |
+
2024-05-22 02:45:03,686 - INFO - [0/363571] Loss : 1.1942
|
| 885 |
+
2024-05-22 02:45:06,697 - INFO - Test loss : 0.5957
|
| 886 |
+
2024-05-22 02:45:06,697 - INFO -
|
| 887 |
+
Epoch 50
|
| 888 |
+
2024-05-22 02:45:07,121 - INFO - [0/363571] Loss : 1.1980
|
| 889 |
+
2024-05-22 02:45:10,142 - INFO - Test loss : 0.5843
|
| 890 |
+
2024-05-22 02:45:10,731 - INFO - (53041,)
|
| 891 |
+
2024-05-22 02:45:10,881 - INFO - Split ID: 0
|
| 892 |
+
2024-05-22 02:45:10,900 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 19.13
|
| 893 |
+
2024-05-22 02:45:10,902 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 32.82
|
| 894 |
+
2024-05-22 02:45:10,904 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 40.9
|
| 895 |
+
2024-05-22 02:45:10,906 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 55.19
|
| 896 |
+
2024-05-22 02:45:10,912 - INFO -
|
| 897 |
+
No prior
|
| 898 |
+
2024-05-22 02:45:10,917 - INFO - (53041,)
|
| 899 |
+
2024-05-22 02:45:11,070 - INFO - Split ID: 0
|
| 900 |
+
2024-05-22 02:45:11,071 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 901 |
+
2024-05-22 02:45:11,071 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 902 |
+
2024-05-22 02:45:11,071 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 903 |
+
2024-05-22 02:45:11,071 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 904 |
+
2024-05-22 02:45:33,281 - INFO - Split ID: 0
|
| 905 |
+
2024-05-22 02:45:33,282 - INFO - Top 1 (Epoch 50)acc (%): 70.53
|
| 906 |
+
2024-05-22 02:45:33,282 - INFO - Top 3 (Epoch 50)acc (%): 85.26
|
| 907 |
+
2024-05-22 02:45:33,282 - INFO - Top 5 (Epoch 50)acc (%): 89.82
|
| 908 |
+
2024-05-22 02:45:33,282 - INFO - Top 10 (Epoch 50)acc (%): 94.72
|
| 909 |
+
2024-05-22 02:45:33,283 - INFO -
|
| 910 |
+
Epoch 51
|
| 911 |
+
2024-05-22 02:45:33,708 - INFO - [0/363571] Loss : 1.1909
|
| 912 |
+
2024-05-22 02:45:36,831 - INFO - Test loss : 0.5779
|
| 913 |
+
2024-05-22 02:45:36,831 - INFO -
|
| 914 |
+
Epoch 52
|
| 915 |
+
2024-05-22 02:45:37,257 - INFO - [0/363571] Loss : 1.1956
|
| 916 |
+
2024-05-22 02:45:40,293 - INFO - Test loss : 0.5792
|
| 917 |
+
2024-05-22 02:45:40,294 - INFO -
|
| 918 |
+
Epoch 53
|
| 919 |
+
2024-05-22 02:45:40,720 - INFO - [0/363571] Loss : 1.1880
|
| 920 |
+
2024-05-22 02:45:43,757 - INFO - Test loss : 0.5863
|
| 921 |
+
2024-05-22 02:45:43,758 - INFO -
|
| 922 |
+
Epoch 54
|
| 923 |
+
2024-05-22 02:45:44,267 - INFO - [0/363571] Loss : 1.1780
|
| 924 |
+
2024-05-22 02:45:47,299 - INFO - Test loss : 0.5967
|
| 925 |
+
2024-05-22 02:45:47,299 - INFO -
|
| 926 |
+
Epoch 55
|
| 927 |
+
2024-05-22 02:45:47,728 - INFO - [0/363571] Loss : 1.1872
|
| 928 |
+
2024-05-22 02:45:50,764 - INFO - Test loss : 0.6076
|
| 929 |
+
2024-05-22 02:45:50,764 - INFO -
|
| 930 |
+
Epoch 56
|
| 931 |
+
2024-05-22 02:45:51,273 - INFO - [0/363571] Loss : 1.1706
|
| 932 |
+
2024-05-22 02:45:54,302 - INFO - Test loss : 0.6160
|
| 933 |
+
2024-05-22 02:45:54,303 - INFO -
|
| 934 |
+
Epoch 57
|
| 935 |
+
2024-05-22 02:45:54,727 - INFO - [0/363571] Loss : 1.1840
|
| 936 |
+
2024-05-22 02:45:57,752 - INFO - Test loss : 0.6166
|
| 937 |
+
2024-05-22 02:45:57,753 - INFO -
|
| 938 |
+
Epoch 58
|
| 939 |
+
2024-05-22 02:45:58,262 - INFO - [0/363571] Loss : 1.1731
|
| 940 |
+
2024-05-22 02:46:01,295 - INFO - Test loss : 0.6109
|
| 941 |
+
2024-05-22 02:46:01,295 - INFO -
|
| 942 |
+
Epoch 59
|
| 943 |
+
2024-05-22 02:46:01,722 - INFO - [0/363571] Loss : 1.1662
|
| 944 |
+
2024-05-22 02:46:04,741 - INFO - Test loss : 0.6026
|
| 945 |
+
2024-05-22 02:46:04,742 - INFO -
|
| 946 |
+
Epoch 60
|
| 947 |
+
2024-05-22 02:46:05,167 - INFO - [0/363571] Loss : 1.1788
|
| 948 |
+
2024-05-22 02:46:08,267 - INFO - Test loss : 0.5921
|
| 949 |
+
2024-05-22 02:46:08,856 - INFO - (53041,)
|
| 950 |
+
2024-05-22 02:46:09,010 - INFO - Split ID: 0
|
| 951 |
+
2024-05-22 02:46:09,032 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 19.24
|
| 952 |
+
2024-05-22 02:46:09,034 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 33.05
|
| 953 |
+
2024-05-22 02:46:09,036 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 41.72
|
| 954 |
+
2024-05-22 02:46:09,038 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 55.91
|
| 955 |
+
2024-05-22 02:46:09,044 - INFO -
|
| 956 |
+
No prior
|
| 957 |
+
2024-05-22 02:46:09,049 - INFO - (53041,)
|
| 958 |
+
2024-05-22 02:46:09,203 - INFO - Split ID: 0
|
| 959 |
+
2024-05-22 02:46:09,203 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 960 |
+
2024-05-22 02:46:09,203 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 961 |
+
2024-05-22 02:46:09,203 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 962 |
+
2024-05-22 02:46:09,204 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 963 |
+
2024-05-22 02:46:31,124 - INFO - Split ID: 0
|
| 964 |
+
2024-05-22 02:46:31,124 - INFO - Top 1 (Epoch 60)acc (%): 70.61
|
| 965 |
+
2024-05-22 02:46:31,124 - INFO - Top 3 (Epoch 60)acc (%): 85.27
|
| 966 |
+
2024-05-22 02:46:31,124 - INFO - Top 5 (Epoch 60)acc (%): 89.87
|
| 967 |
+
2024-05-22 02:46:31,125 - INFO - Top 10 (Epoch 60)acc (%): 94.76
|
| 968 |
+
2024-05-22 02:46:31,125 - INFO -
|
| 969 |
+
Epoch 61
|
| 970 |
+
2024-05-22 02:46:31,551 - INFO - [0/363571] Loss : 1.1727
|
| 971 |
+
2024-05-22 02:46:34,584 - INFO - Test loss : 0.5832
|
| 972 |
+
2024-05-22 02:46:34,584 - INFO -
|
| 973 |
+
Epoch 62
|
| 974 |
+
2024-05-22 02:46:35,012 - INFO - [0/363571] Loss : 1.1649
|
| 975 |
+
2024-05-22 02:46:38,028 - INFO - Test loss : 0.5792
|
| 976 |
+
2024-05-22 02:46:38,028 - INFO -
|
| 977 |
+
Epoch 63
|
| 978 |
+
2024-05-22 02:46:38,537 - INFO - [0/363571] Loss : 1.1719
|
| 979 |
+
2024-05-22 02:46:41,603 - INFO - Test loss : 0.5791
|
| 980 |
+
2024-05-22 02:46:41,603 - INFO -
|
| 981 |
+
Epoch 64
|
| 982 |
+
2024-05-22 02:46:42,029 - INFO - [0/363571] Loss : 1.1720
|
| 983 |
+
2024-05-22 02:46:45,056 - INFO - Test loss : 0.5828
|
| 984 |
+
2024-05-22 02:46:45,056 - INFO -
|
| 985 |
+
Epoch 65
|
| 986 |
+
2024-05-22 02:46:45,567 - INFO - [0/363571] Loss : 1.1687
|
| 987 |
+
2024-05-22 02:46:48,594 - INFO - Test loss : 0.5877
|
| 988 |
+
2024-05-22 02:46:48,594 - INFO -
|
| 989 |
+
Epoch 66
|
| 990 |
+
2024-05-22 02:46:49,019 - INFO - [0/363571] Loss : 1.1533
|
| 991 |
+
2024-05-22 02:46:52,044 - INFO - Test loss : 0.5927
|
| 992 |
+
2024-05-22 02:46:52,044 - INFO -
|
| 993 |
+
Epoch 67
|
| 994 |
+
2024-05-22 02:46:52,470 - INFO - [0/363571] Loss : 1.1530
|
| 995 |
+
2024-05-22 02:46:55,562 - INFO - Test loss : 0.5970
|
| 996 |
+
2024-05-22 02:46:55,562 - INFO -
|
| 997 |
+
Epoch 68
|
| 998 |
+
2024-05-22 02:46:55,988 - INFO - [0/363571] Loss : 1.1575
|
| 999 |
+
2024-05-22 02:46:58,992 - INFO - Test loss : 0.5993
|
| 1000 |
+
2024-05-22 02:46:58,992 - INFO -
|
| 1001 |
+
Epoch 69
|
| 1002 |
+
2024-05-22 02:46:59,423 - INFO - [0/363571] Loss : 1.1504
|
| 1003 |
+
2024-05-22 02:47:02,448 - INFO - Test loss : 0.5993
|
| 1004 |
+
2024-05-22 02:47:02,448 - INFO -
|
| 1005 |
+
Epoch 70
|
| 1006 |
+
2024-05-22 02:47:02,956 - INFO - [0/363571] Loss : 1.1638
|
| 1007 |
+
2024-05-22 02:47:05,953 - INFO - Test loss : 0.5960
|
| 1008 |
+
2024-05-22 02:47:06,540 - INFO - (53041,)
|
| 1009 |
+
2024-05-22 02:47:06,692 - INFO - Split ID: 0
|
| 1010 |
+
2024-05-22 02:47:06,711 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 19.52
|
| 1011 |
+
2024-05-22 02:47:06,713 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 33.86
|
| 1012 |
+
2024-05-22 02:47:06,714 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 41.89
|
| 1013 |
+
2024-05-22 02:47:06,716 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 55.71
|
| 1014 |
+
2024-05-22 02:47:06,722 - INFO -
|
| 1015 |
+
No prior
|
| 1016 |
+
2024-05-22 02:47:06,727 - INFO - (53041,)
|
| 1017 |
+
2024-05-22 02:47:06,879 - INFO - Split ID: 0
|
| 1018 |
+
2024-05-22 02:47:06,879 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 1019 |
+
2024-05-22 02:47:06,880 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 1020 |
+
2024-05-22 02:47:06,880 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 1021 |
+
2024-05-22 02:47:06,880 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 1022 |
+
2024-05-22 02:47:28,839 - INFO - Split ID: 0
|
| 1023 |
+
2024-05-22 02:47:28,840 - INFO - Top 1 (Epoch 70)acc (%): 70.64
|
| 1024 |
+
2024-05-22 02:47:28,840 - INFO - Top 3 (Epoch 70)acc (%): 85.31
|
| 1025 |
+
2024-05-22 02:47:28,840 - INFO - Top 5 (Epoch 70)acc (%): 89.88
|
| 1026 |
+
2024-05-22 02:47:28,840 - INFO - Top 10 (Epoch 70)acc (%): 94.74
|
| 1027 |
+
2024-05-22 02:47:28,841 - INFO -
|
| 1028 |
+
Epoch 71
|
| 1029 |
+
2024-05-22 02:47:29,266 - INFO - [0/363571] Loss : 1.1549
|
| 1030 |
+
2024-05-22 02:47:32,288 - INFO - Test loss : 0.5921
|
| 1031 |
+
2024-05-22 02:47:32,289 - INFO -
|
| 1032 |
+
Epoch 72
|
| 1033 |
+
2024-05-22 02:47:32,802 - INFO - [0/363571] Loss : 1.1470
|
| 1034 |
+
2024-05-22 02:47:35,828 - INFO - Test loss : 0.5877
|
| 1035 |
+
2024-05-22 02:47:35,828 - INFO -
|
| 1036 |
+
Epoch 73
|
| 1037 |
+
2024-05-22 02:47:36,254 - INFO - [0/363571] Loss : 1.1388
|
| 1038 |
+
2024-05-22 02:47:39,287 - INFO - Test loss : 0.5849
|
| 1039 |
+
2024-05-22 02:47:39,287 - INFO -
|
| 1040 |
+
Epoch 74
|
| 1041 |
+
2024-05-22 02:47:39,807 - INFO - [0/363571] Loss : 1.1735
|
| 1042 |
+
2024-05-22 02:47:42,826 - INFO - Test loss : 0.5817
|
| 1043 |
+
2024-05-22 02:47:42,826 - INFO -
|
| 1044 |
+
Epoch 75
|
| 1045 |
+
2024-05-22 02:47:43,253 - INFO - [0/363571] Loss : 1.1484
|
| 1046 |
+
2024-05-22 02:47:46,271 - INFO - Test loss : 0.5808
|
| 1047 |
+
2024-05-22 02:47:46,271 - INFO -
|
| 1048 |
+
Epoch 76
|
| 1049 |
+
2024-05-22 02:47:46,694 - INFO - [0/363571] Loss : 1.1429
|
| 1050 |
+
2024-05-22 02:47:49,794 - INFO - Test loss : 0.5803
|
| 1051 |
+
2024-05-22 02:47:49,794 - INFO -
|
| 1052 |
+
Epoch 77
|
| 1053 |
+
2024-05-22 02:47:50,221 - INFO - [0/363571] Loss : 1.1355
|
| 1054 |
+
2024-05-22 02:47:53,245 - INFO - Test loss : 0.5822
|
| 1055 |
+
2024-05-22 02:47:53,245 - INFO -
|
| 1056 |
+
Epoch 78
|
| 1057 |
+
2024-05-22 02:47:53,669 - INFO - [0/363571] Loss : 1.1393
|
| 1058 |
+
2024-05-22 02:47:56,693 - INFO - Test loss : 0.5847
|
| 1059 |
+
2024-05-22 02:47:56,693 - INFO -
|
| 1060 |
+
Epoch 79
|
| 1061 |
+
2024-05-22 02:47:57,199 - INFO - [0/363571] Loss : 1.1424
|
| 1062 |
+
2024-05-22 02:48:00,217 - INFO - Test loss : 0.5867
|
| 1063 |
+
2024-05-22 02:48:00,217 - INFO -
|
| 1064 |
+
Epoch 80
|
| 1065 |
+
2024-05-22 02:48:00,642 - INFO - [0/363571] Loss : 1.1423
|
| 1066 |
+
2024-05-22 02:48:03,668 - INFO - Test loss : 0.5885
|
| 1067 |
+
2024-05-22 02:48:04,257 - INFO - (53041,)
|
| 1068 |
+
2024-05-22 02:48:04,409 - INFO - Split ID: 0
|
| 1069 |
+
2024-05-22 02:48:04,427 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 19.66
|
| 1070 |
+
2024-05-22 02:48:04,429 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 33.83
|
| 1071 |
+
2024-05-22 02:48:04,431 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 42.21
|
| 1072 |
+
2024-05-22 02:48:04,433 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 56.61
|
| 1073 |
+
2024-05-22 02:48:04,439 - INFO -
|
| 1074 |
+
No prior
|
| 1075 |
+
2024-05-22 02:48:04,444 - INFO - (53041,)
|
| 1076 |
+
2024-05-22 02:48:04,598 - INFO - Split ID: 0
|
| 1077 |
+
2024-05-22 02:48:04,598 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 1078 |
+
2024-05-22 02:48:04,598 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 1079 |
+
2024-05-22 02:48:04,598 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 1080 |
+
2024-05-22 02:48:04,598 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 1081 |
+
2024-05-22 02:48:26,559 - INFO - Split ID: 0
|
| 1082 |
+
2024-05-22 02:48:26,559 - INFO - Top 1 (Epoch 80)acc (%): 70.63
|
| 1083 |
+
2024-05-22 02:48:26,560 - INFO - Top 3 (Epoch 80)acc (%): 85.32
|
| 1084 |
+
2024-05-22 02:48:26,560 - INFO - Top 5 (Epoch 80)acc (%): 89.91
|
| 1085 |
+
2024-05-22 02:48:26,560 - INFO - Top 10 (Epoch 80)acc (%): 94.77
|
| 1086 |
+
2024-05-22 02:48:26,560 - INFO -
|
| 1087 |
+
Epoch 81
|
| 1088 |
+
2024-05-22 02:48:27,070 - INFO - [0/363571] Loss : 1.1368
|
| 1089 |
+
2024-05-22 02:48:30,096 - INFO - Test loss : 0.5888
|
| 1090 |
+
2024-05-22 02:48:30,096 - INFO -
|
| 1091 |
+
Epoch 82
|
| 1092 |
+
2024-05-22 02:48:30,523 - INFO - [0/363571] Loss : 1.1327
|
| 1093 |
+
2024-05-22 02:48:33,539 - INFO - Test loss : 0.5883
|
| 1094 |
+
2024-05-22 02:48:33,539 - INFO -
|
| 1095 |
+
Epoch 83
|
| 1096 |
+
2024-05-22 02:48:33,974 - INFO - [0/363571] Loss : 1.1289
|
| 1097 |
+
2024-05-22 02:48:37,087 - INFO - Test loss : 0.5875
|
| 1098 |
+
2024-05-22 02:48:37,087 - INFO -
|
| 1099 |
+
Epoch 84
|
| 1100 |
+
2024-05-22 02:48:37,515 - INFO - [0/363571] Loss : 1.1450
|
| 1101 |
+
2024-05-22 02:48:40,565 - INFO - Test loss : 0.5837
|
| 1102 |
+
2024-05-22 02:48:40,565 - INFO -
|
| 1103 |
+
Epoch 85
|
| 1104 |
+
2024-05-22 02:48:40,993 - INFO - [0/363571] Loss : 1.1308
|
| 1105 |
+
2024-05-22 02:48:44,032 - INFO - Test loss : 0.5807
|
| 1106 |
+
2024-05-22 02:48:44,032 - INFO -
|
| 1107 |
+
Epoch 86
|
| 1108 |
+
2024-05-22 02:48:44,541 - INFO - [0/363571] Loss : 1.1353
|
| 1109 |
+
2024-05-22 02:48:47,576 - INFO - Test loss : 0.5783
|
| 1110 |
+
2024-05-22 02:48:47,577 - INFO -
|
| 1111 |
+
Epoch 87
|
| 1112 |
+
2024-05-22 02:48:48,005 - INFO - [0/363571] Loss : 1.1373
|
| 1113 |
+
2024-05-22 02:48:51,061 - INFO - Test loss : 0.5775
|
| 1114 |
+
2024-05-22 02:48:51,062 - INFO -
|
| 1115 |
+
Epoch 88
|
| 1116 |
+
2024-05-22 02:48:51,574 - INFO - [0/363571] Loss : 1.1436
|
| 1117 |
+
2024-05-22 02:48:54,617 - INFO - Test loss : 0.5770
|
| 1118 |
+
2024-05-22 02:48:54,617 - INFO -
|
| 1119 |
+
Epoch 89
|
| 1120 |
+
2024-05-22 02:48:55,046 - INFO - [0/363571] Loss : 1.1231
|
| 1121 |
+
2024-05-22 02:48:58,083 - INFO - Test loss : 0.5798
|
| 1122 |
+
2024-05-22 02:48:58,083 - INFO -
|
| 1123 |
+
Epoch 90
|
| 1124 |
+
2024-05-22 02:48:58,596 - INFO - [0/363571] Loss : 1.1327
|
| 1125 |
+
2024-05-22 02:49:01,623 - INFO - Test loss : 0.5842
|
| 1126 |
+
2024-05-22 02:49:02,225 - INFO - (53041,)
|
| 1127 |
+
2024-05-22 02:49:02,377 - INFO - Split ID: 0
|
| 1128 |
+
2024-05-22 02:49:02,396 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 19.61
|
| 1129 |
+
2024-05-22 02:49:02,398 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 33.55
|
| 1130 |
+
2024-05-22 02:49:02,399 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 42.54
|
| 1131 |
+
2024-05-22 02:49:02,401 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 56.78
|
| 1132 |
+
2024-05-22 02:49:02,407 - INFO -
|
| 1133 |
+
No prior
|
| 1134 |
+
2024-05-22 02:49:02,412 - INFO - (53041,)
|
| 1135 |
+
2024-05-22 02:49:02,561 - INFO - Split ID: 0
|
| 1136 |
+
2024-05-22 02:49:02,561 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 1137 |
+
2024-05-22 02:49:02,561 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 1138 |
+
2024-05-22 02:49:02,561 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 1139 |
+
2024-05-22 02:49:02,561 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 1140 |
+
2024-05-22 02:49:24,409 - INFO - Split ID: 0
|
| 1141 |
+
2024-05-22 02:49:24,409 - INFO - Top 1 (Epoch 90)acc (%): 70.67
|
| 1142 |
+
2024-05-22 02:49:24,409 - INFO - Top 3 (Epoch 90)acc (%): 85.32
|
| 1143 |
+
2024-05-22 02:49:24,410 - INFO - Top 5 (Epoch 90)acc (%): 89.92
|
| 1144 |
+
2024-05-22 02:49:24,410 - INFO - Top 10 (Epoch 90)acc (%): 94.79
|
| 1145 |
+
2024-05-22 02:49:24,410 - INFO -
|
| 1146 |
+
Epoch 91
|
| 1147 |
+
2024-05-22 02:49:24,829 - INFO - [0/363571] Loss : 1.1304
|
| 1148 |
+
2024-05-22 02:49:27,816 - INFO - Test loss : 0.5876
|
| 1149 |
+
2024-05-22 02:49:27,817 - INFO -
|
| 1150 |
+
Epoch 92
|
| 1151 |
+
2024-05-22 02:49:28,246 - INFO - [0/363571] Loss : 1.1260
|
| 1152 |
+
2024-05-22 02:49:31,348 - INFO - Test loss : 0.5918
|
| 1153 |
+
2024-05-22 02:49:31,348 - INFO -
|
| 1154 |
+
Epoch 93
|
| 1155 |
+
2024-05-22 02:49:31,772 - INFO - [0/363571] Loss : 1.1249
|
| 1156 |
+
2024-05-22 02:49:34,798 - INFO - Test loss : 0.5932
|
| 1157 |
+
2024-05-22 02:49:34,798 - INFO -
|
| 1158 |
+
Epoch 94
|
| 1159 |
+
2024-05-22 02:49:35,221 - INFO - [0/363571] Loss : 1.1235
|
| 1160 |
+
2024-05-22 02:49:38,238 - INFO - Test loss : 0.5917
|
| 1161 |
+
2024-05-22 02:49:38,238 - INFO -
|
| 1162 |
+
Epoch 95
|
| 1163 |
+
2024-05-22 02:49:38,744 - INFO - [0/363571] Loss : 1.1332
|
| 1164 |
+
2024-05-22 02:49:41,750 - INFO - Test loss : 0.5879
|
| 1165 |
+
2024-05-22 02:49:41,750 - INFO -
|
| 1166 |
+
Epoch 96
|
| 1167 |
+
2024-05-22 02:49:42,177 - INFO - [0/363571] Loss : 1.1214
|
| 1168 |
+
2024-05-22 02:49:45,191 - INFO - Test loss : 0.5830
|
| 1169 |
+
2024-05-22 02:49:45,191 - INFO -
|
| 1170 |
+
Epoch 97
|
| 1171 |
+
2024-05-22 02:49:45,702 - INFO - [0/363571] Loss : 1.1283
|
| 1172 |
+
2024-05-22 02:49:48,721 - INFO - Test loss : 0.5782
|
| 1173 |
+
2024-05-22 02:49:48,721 - INFO -
|
| 1174 |
+
Epoch 98
|
| 1175 |
+
2024-05-22 02:49:49,144 - INFO - [0/363571] Loss : 1.1175
|
| 1176 |
+
2024-05-22 02:49:52,146 - INFO - Test loss : 0.5750
|
| 1177 |
+
2024-05-22 02:49:52,146 - INFO -
|
| 1178 |
+
Epoch 99
|
| 1179 |
+
2024-05-22 02:49:52,570 - INFO - [0/363571] Loss : 1.1169
|
| 1180 |
+
2024-05-22 02:49:55,653 - INFO - Test loss : 0.5745
|
| 1181 |
+
2024-05-22 02:49:55,653 - INFO -
|
| 1182 |
+
Epoch 100
|
| 1183 |
+
2024-05-22 02:49:56,078 - INFO - [0/363571] Loss : 1.1260
|
| 1184 |
+
2024-05-22 02:49:59,084 - INFO - Test loss : 0.5746
|
| 1185 |
+
2024-05-22 02:49:59,669 - INFO - (53041,)
|
| 1186 |
+
2024-05-22 02:49:59,822 - INFO - Split ID: 0
|
| 1187 |
+
2024-05-22 02:49:59,844 - INFO - Top 1 LocEnc (Epoch 100)acc (%): 20.22
|
| 1188 |
+
2024-05-22 02:49:59,846 - INFO - Top 3 LocEnc (Epoch 100)acc (%): 34.38
|
| 1189 |
+
2024-05-22 02:49:59,847 - INFO - Top 5 LocEnc (Epoch 100)acc (%): 43.02
|
| 1190 |
+
2024-05-22 02:49:59,849 - INFO - Top 10 LocEnc (Epoch 100)acc (%): 57.37
|
| 1191 |
+
2024-05-22 02:49:59,855 - INFO -
|
| 1192 |
+
No prior
|
| 1193 |
+
2024-05-22 02:49:59,860 - INFO - (53041,)
|
| 1194 |
+
2024-05-22 02:50:00,010 - INFO - Split ID: 0
|
| 1195 |
+
2024-05-22 02:50:00,011 - INFO - Top 1 (Epoch 100)acc (%): 69.83
|
| 1196 |
+
2024-05-22 02:50:00,011 - INFO - Top 3 (Epoch 100)acc (%): 84.61
|
| 1197 |
+
2024-05-22 02:50:00,011 - INFO - Top 5 (Epoch 100)acc (%): 89.23
|
| 1198 |
+
2024-05-22 02:50:00,011 - INFO - Top 10 (Epoch 100)acc (%): 94.29
|
| 1199 |
+
2024-05-22 02:50:21,903 - INFO - Split ID: 0
|
| 1200 |
+
2024-05-22 02:50:21,903 - INFO - Top 1 (Epoch 100)acc (%): 70.66
|
| 1201 |
+
2024-05-22 02:50:21,903 - INFO - Top 3 (Epoch 100)acc (%): 85.32
|
| 1202 |
+
2024-05-22 02:50:21,904 - INFO - Top 5 (Epoch 100)acc (%): 89.91
|
| 1203 |
+
2024-05-22 02:50:21,904 - INFO - Top 10 (Epoch 100)acc (%): 94.79
|
| 1204 |
+
2024-05-22 02:50:21,904 - INFO -
|
| 1205 |
+
Epoch 101
|
| 1206 |
+
2024-05-22 02:50:22,328 - INFO - [0/363571] Loss : 1.1117
|
| 1207 |
+
2024-05-22 02:50:25,348 - INFO - Test loss : 0.5757
|
| 1208 |
+
2024-05-22 02:50:25,348 - INFO -
|
| 1209 |
+
Epoch 102
|
| 1210 |
+
2024-05-22 02:50:25,854 - INFO - [0/363571] Loss : 1.1243
|
| 1211 |
+
2024-05-22 02:50:28,870 - INFO - Test loss : 0.5766
|
| 1212 |
+
2024-05-22 02:50:28,871 - INFO -
|
| 1213 |
+
Epoch 103
|
| 1214 |
+
2024-05-22 02:50:29,296 - INFO - [0/363571] Loss : 1.1174
|
| 1215 |
+
2024-05-22 02:50:32,307 - INFO - Test loss : 0.5785
|
| 1216 |
+
2024-05-22 02:50:32,307 - INFO -
|
| 1217 |
+
Epoch 104
|
| 1218 |
+
2024-05-22 02:50:32,815 - INFO - [0/363571] Loss : 1.1279
|
| 1219 |
+
2024-05-22 02:50:35,811 - INFO - Test loss : 0.5799
|
| 1220 |
+
2024-05-22 02:50:35,811 - INFO -
|
| 1221 |
+
Epoch 105
|
| 1222 |
+
2024-05-22 02:50:36,236 - INFO - [0/363571] Loss : 1.1238
|
| 1223 |
+
2024-05-22 02:50:39,223 - INFO - Test loss : 0.5795
|
| 1224 |
+
2024-05-22 02:50:39,223 - INFO -
|
| 1225 |
+
Epoch 106
|
| 1226 |
+
2024-05-22 02:50:39,735 - INFO - [0/363571] Loss : 1.1227
|
| 1227 |
+
2024-05-22 02:50:42,762 - INFO - Test loss : 0.5787
|
| 1228 |
+
2024-05-22 02:50:42,762 - INFO -
|
| 1229 |
+
Epoch 107
|
| 1230 |
+
2024-05-22 02:50:43,188 - INFO - [0/363571] Loss : 1.1221
|
| 1231 |
+
2024-05-22 02:50:46,205 - INFO - Test loss : 0.5770
|
| 1232 |
+
2024-05-22 02:50:46,205 - INFO -
|
| 1233 |
+
Epoch 108
|
| 1234 |
+
2024-05-22 02:50:46,630 - INFO - [0/363571] Loss : 1.1174
|
| 1235 |
+
2024-05-22 02:50:49,735 - INFO - Test loss : 0.5759
|
| 1236 |
+
2024-05-22 02:50:49,735 - INFO -
|
| 1237 |
+
Epoch 109
|
| 1238 |
+
2024-05-22 02:50:50,160 - INFO - [0/363571] Loss : 1.1107
|
| 1239 |
+
2024-05-22 02:50:53,181 - INFO - Test loss : 0.5756
|
| 1240 |
+
2024-05-22 02:50:53,181 - INFO -
|
| 1241 |
+
Epoch 110
|
| 1242 |
+
2024-05-22 02:50:53,605 - INFO - [0/363571] Loss : 1.1239
|
| 1243 |
+
2024-05-22 02:50:56,636 - INFO - Test loss : 0.5761
|
| 1244 |
+
2024-05-22 02:50:57,223 - INFO - (53041,)
|
| 1245 |
+
2024-05-22 02:50:57,378 - INFO - Split ID: 0
|
| 1246 |
+
2024-05-22 02:50:57,400 - INFO - Top 1 LocEnc (Epoch 110)acc (%): 20.35
|
| 1247 |
+
2024-05-22 02:50:57,402 - INFO - Top 3 LocEnc (Epoch 110)acc (%): 34.74
|
| 1248 |
+
2024-05-22 02:50:57,404 - INFO - Top 5 LocEnc (Epoch 110)acc (%): 43.2
|
| 1249 |
+
2024-05-22 02:50:57,406 - INFO - Top 10 LocEnc (Epoch 110)acc (%): 57.33
|
| 1250 |
+
2024-05-22 02:50:57,412 - INFO -
|
| 1251 |
+
No prior
|
| 1252 |
+
2024-05-22 02:50:57,417 - INFO - (53041,)
|
| 1253 |
+
2024-05-22 02:50:57,570 - INFO - Split ID: 0
|
| 1254 |
+
2024-05-22 02:50:57,571 - INFO - Top 1 (Epoch 110)acc (%): 69.83
|
| 1255 |
+
2024-05-22 02:50:57,571 - INFO - Top 3 (Epoch 110)acc (%): 84.61
|
| 1256 |
+
2024-05-22 02:50:57,571 - INFO - Top 5 (Epoch 110)acc (%): 89.23
|
| 1257 |
+
2024-05-22 02:50:57,571 - INFO - Top 10 (Epoch 110)acc (%): 94.29
|
| 1258 |
+
2024-05-22 02:51:19,505 - INFO - Split ID: 0
|
| 1259 |
+
2024-05-22 02:51:19,505 - INFO - Top 1 (Epoch 110)acc (%): 70.65
|
| 1260 |
+
2024-05-22 02:51:19,505 - INFO - Top 3 (Epoch 110)acc (%): 85.35
|
| 1261 |
+
2024-05-22 02:51:19,505 - INFO - Top 5 (Epoch 110)acc (%): 89.92
|
| 1262 |
+
2024-05-22 02:51:19,505 - INFO - Top 10 (Epoch 110)acc (%): 94.78
|
| 1263 |
+
2024-05-22 02:51:19,506 - INFO -
|
| 1264 |
+
Epoch 111
|
| 1265 |
+
2024-05-22 02:51:20,013 - INFO - [0/363571] Loss : 1.1056
|
| 1266 |
+
2024-05-22 02:51:23,040 - INFO - Test loss : 0.5774
|
| 1267 |
+
2024-05-22 02:51:23,040 - INFO -
|
| 1268 |
+
Epoch 112
|
| 1269 |
+
2024-05-22 02:51:23,466 - INFO - [0/363571] Loss : 1.1030
|
| 1270 |
+
2024-05-22 02:51:26,503 - INFO - Test loss : 0.5794
|
| 1271 |
+
2024-05-22 02:51:26,504 - INFO -
|
| 1272 |
+
Epoch 113
|
| 1273 |
+
2024-05-22 02:51:27,018 - INFO - [0/363571] Loss : 1.1028
|
| 1274 |
+
2024-05-22 02:51:30,054 - INFO - Test loss : 0.5817
|
| 1275 |
+
2024-05-22 02:51:30,054 - INFO -
|
| 1276 |
+
Epoch 114
|
| 1277 |
+
2024-05-22 02:51:30,481 - INFO - [0/363571] Loss : 1.1068
|
| 1278 |
+
2024-05-22 02:51:33,502 - INFO - Test loss : 0.5829
|
| 1279 |
+
2024-05-22 02:51:33,502 - INFO -
|
| 1280 |
+
Epoch 115
|
| 1281 |
+
2024-05-22 02:51:33,929 - INFO - [0/363571] Loss : 1.1106
|
| 1282 |
+
2024-05-22 02:51:37,060 - INFO - Test loss : 0.5832
|
| 1283 |
+
2024-05-22 02:51:37,060 - INFO -
|
| 1284 |
+
Epoch 116
|
| 1285 |
+
2024-05-22 02:51:37,487 - INFO - [0/363571] Loss : 1.1245
|
| 1286 |
+
2024-05-22 02:51:40,507 - INFO - Test loss : 0.5813
|
| 1287 |
+
2024-05-22 02:51:40,507 - INFO -
|
| 1288 |
+
Epoch 117
|
| 1289 |
+
2024-05-22 02:51:40,936 - INFO - [0/363571] Loss : 1.1088
|
| 1290 |
+
2024-05-22 02:51:43,976 - INFO - Test loss : 0.5797
|
| 1291 |
+
2024-05-22 02:51:43,976 - INFO -
|
| 1292 |
+
Epoch 118
|
| 1293 |
+
2024-05-22 02:51:44,485 - INFO - [0/363571] Loss : 1.1087
|
| 1294 |
+
2024-05-22 02:51:47,503 - INFO - Test loss : 0.5778
|
| 1295 |
+
2024-05-22 02:51:47,503 - INFO -
|
| 1296 |
+
Epoch 119
|
| 1297 |
+
2024-05-22 02:51:47,929 - INFO - [0/363571] Loss : 1.1096
|
| 1298 |
+
2024-05-22 02:51:50,956 - INFO - Test loss : 0.5752
|
| 1299 |
+
2024-05-22 02:51:50,956 - INFO - Saving output model to ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 1300 |
+
2024-05-22 02:51:50,977 - INFO - Saving output model to ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 1301 |
+
2024-05-22 02:51:50,999 - INFO -
|
| 1302 |
+
No prior
|
| 1303 |
+
2024-05-22 02:51:51,004 - INFO - (53041,)
|
| 1304 |
+
2024-05-22 02:51:51,160 - INFO - Split ID: 0
|
| 1305 |
+
2024-05-22 02:51:51,160 - INFO - Top 1 acc (%): 69.83
|
| 1306 |
+
2024-05-22 02:51:51,160 - INFO - Top 3 acc (%): 84.61
|
| 1307 |
+
2024-05-22 02:51:51,160 - INFO - Top 5 acc (%): 89.23
|
| 1308 |
+
2024-05-22 02:51:51,161 - INFO - Top 10 acc (%): 94.29
|
| 1309 |
+
2024-05-22 02:52:13,167 - INFO - Split ID: 0
|
| 1310 |
+
2024-05-22 02:52:13,167 - INFO - Top 1 acc (%): 70.67
|
| 1311 |
+
2024-05-22 02:52:13,168 - INFO - Top 3 acc (%): 85.34
|
| 1312 |
+
2024-05-22 02:52:13,168 - INFO - Top 5 acc (%): 89.92
|
| 1313 |
+
2024-05-22 02:52:13,168 - INFO - Top 10 acc (%): 94.79
|
| 1314 |
+
2024-05-22 02:52:13,170 - INFO -
|
| 1315 |
+
Space2Vec-grid
|
| 1316 |
+
2024-05-22 02:52:13,170 - INFO - Model : model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 1317 |
+
2024-05-22 02:52:13,791 - INFO - (53041,)
|
| 1318 |
+
2024-05-22 02:52:13,950 - INFO - Split ID: 0
|
| 1319 |
+
2024-05-22 02:52:13,971 - INFO - Top 1 LocEnc acc (%): 20.32
|
| 1320 |
+
2024-05-22 02:52:13,973 - INFO - Top 3 LocEnc acc (%): 34.83
|
| 1321 |
+
2024-05-22 02:52:13,975 - INFO - Top 5 LocEnc acc (%): 43.27
|
| 1322 |
+
2024-05-22 02:52:13,977 - INFO - Top 10 LocEnc acc (%): 57.3
|
| 1323 |
+
2024-05-31 01:46:11,870 - INFO -
|
| 1324 |
+
num_classes 62
|
| 1325 |
+
2024-05-31 01:46:11,870 - INFO - num train 363571
|
| 1326 |
+
2024-05-31 01:46:11,870 - INFO - num val 53041
|
| 1327 |
+
2024-05-31 01:46:11,870 - INFO - train loss full_loss
|
| 1328 |
+
2024-05-31 01:46:11,870 - INFO - model name ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 1329 |
+
2024-05-31 01:46:11,870 - INFO - num users 1
|
| 1330 |
+
2024-05-31 01:46:12,756 - INFO -
|
| 1331 |
+
Only Space2Vec-grid
|
| 1332 |
+
2024-05-31 01:46:12,756 - INFO - Model : model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 1333 |
+
2024-05-31 01:46:12,831 - INFO - Saving output model to ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 1334 |
+
2024-05-31 01:46:12,870 - INFO - Saving output model to ../models/space2vec_grid/model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 1335 |
+
2024-05-31 01:46:12,905 - INFO -
|
| 1336 |
+
No prior
|
| 1337 |
+
2024-05-31 01:46:12,915 - INFO - (53041,)
|
| 1338 |
+
2024-05-31 01:46:13,855 - INFO - Save results to ../eval_results/eval_fmow__val_no_prior.csv
|
| 1339 |
+
2024-05-31 01:46:13,855 - INFO - Split ID: 0
|
| 1340 |
+
2024-05-31 01:46:13,855 - INFO - Top 1 acc (%): 69.83
|
| 1341 |
+
2024-05-31 01:46:13,855 - INFO - Top 3 acc (%): 84.61
|
| 1342 |
+
2024-05-31 01:46:13,855 - INFO - Top 5 acc (%): 89.23
|
| 1343 |
+
2024-05-31 01:46:13,856 - INFO - Top 10 acc (%): 94.29
|
| 1344 |
+
2024-05-31 01:46:39,340 - INFO - Split ID: 0
|
| 1345 |
+
2024-05-31 01:46:39,340 - INFO - Top 1 hit (%): 70.67
|
| 1346 |
+
2024-05-31 01:46:39,340 - INFO - Top 3 hit (%): 85.34
|
| 1347 |
+
2024-05-31 01:46:39,340 - INFO - Top 5 hit (%): 89.92
|
| 1348 |
+
2024-05-31 01:46:39,340 - INFO - Top 10 hit (%): 94.79
|
| 1349 |
+
2024-05-31 01:46:39,354 - INFO -
|
| 1350 |
+
Only Space2Vec-grid
|
| 1351 |
+
2024-05-31 01:46:39,354 - INFO - Model : model_fmow_Space2Vec-grid_inception_v3_0.0100_128_0.0200000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 1352 |
+
2024-05-31 01:46:39,979 - INFO - (53041,)
|
| 1353 |
+
2024-05-31 01:46:40,128 - INFO - Split ID: 0
|
| 1354 |
+
2024-05-31 01:46:40,145 - INFO - Top 1 LocEnc acc (%): 20.32
|
| 1355 |
+
2024-05-31 01:46:40,147 - INFO - Top 3 LocEnc acc (%): 34.83
|
| 1356 |
+
2024-05-31 01:46:40,149 - INFO - Top 5 LocEnc acc (%): 43.27
|
| 1357 |
+
2024-05-31 01:46:40,150 - INFO - Top 10 LocEnc acc (%): 57.3
|