Upload data/model_inat_2017_wrap_inception_v3_0.0050_64_0.1000000_1_512.log with huggingface_hub
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data/model_inat_2017_wrap_inception_v3_0.0050_64_0.1000000_1_512.log
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| 1 |
+
2024-05-20 17:29:59,325 - INFO -
|
| 2 |
+
num_classes 5089
|
| 3 |
+
2024-05-20 17:29:59,325 - INFO - num train 569465
|
| 4 |
+
2024-05-20 17:29:59,325 - INFO - num val 93622
|
| 5 |
+
2024-05-20 17:29:59,325 - INFO - train loss full_loss
|
| 6 |
+
2024-05-20 17:29:59,325 - INFO - model name ../models/wrap/model_inat_2017_wrap_inception_v3_0.0050_64_0.1000000_1_512.pth.tar
|
| 7 |
+
2024-05-20 17:29:59,325 - INFO - num users 17302
|
| 8 |
+
2024-05-20 17:29:59,661 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-20 17:30:09,250 - INFO - [51200/569465] Loss : 1.3789
|
| 11 |
+
2024-05-20 17:30:18,918 - INFO - [102400/569465] Loss : 1.1846
|
| 12 |
+
2024-05-20 17:30:28,597 - INFO - [153600/569465] Loss : 1.0580
|
| 13 |
+
2024-05-20 17:30:38,339 - INFO - [204800/569465] Loss : 0.9787
|
| 14 |
+
2024-05-20 17:30:52,043 - INFO - [256000/569465] Loss : 0.9223
|
| 15 |
+
2024-05-20 17:30:55,765 - INFO - [268288/569465] Loss : 0.9119
|
| 16 |
+
2024-05-20 17:31:23,701 - INFO - Test loss : 0.3953
|
| 17 |
+
2024-05-20 17:31:23,701 - INFO -
|
| 18 |
+
Epoch 1
|
| 19 |
+
2024-05-20 17:31:40,404 - INFO - [51200/569465] Loss : 0.6543
|
| 20 |
+
2024-05-20 17:31:56,440 - INFO - [102400/569465] Loss : 0.6494
|
| 21 |
+
2024-05-20 17:32:12,893 - INFO - [153600/569465] Loss : 0.6434
|
| 22 |
+
2024-05-20 17:32:28,979 - INFO - [204800/569465] Loss : 0.6385
|
| 23 |
+
2024-05-20 17:32:44,925 - INFO - [256000/569465] Loss : 0.6342
|
| 24 |
+
2024-05-20 17:32:48,609 - INFO - [268288/569465] Loss : 0.6333
|
| 25 |
+
2024-05-20 17:33:21,857 - INFO - Test loss : 0.4136
|
| 26 |
+
2024-05-20 17:33:21,857 - INFO -
|
| 27 |
+
Epoch 2
|
| 28 |
+
2024-05-20 17:33:40,336 - INFO - [51200/569465] Loss : 0.5924
|
| 29 |
+
2024-05-20 17:33:56,343 - INFO - [102400/569465] Loss : 0.5904
|
| 30 |
+
2024-05-20 17:34:12,380 - INFO - [153600/569465] Loss : 0.5879
|
| 31 |
+
2024-05-20 17:34:28,793 - INFO - [204800/569465] Loss : 0.5871
|
| 32 |
+
2024-05-20 17:34:45,200 - INFO - [256000/569465] Loss : 0.5859
|
| 33 |
+
2024-05-20 17:34:48,873 - INFO - [268288/569465] Loss : 0.5855
|
| 34 |
+
2024-05-20 17:35:16,520 - INFO - Test loss : 0.4322
|
| 35 |
+
2024-05-20 17:35:16,520 - INFO -
|
| 36 |
+
Epoch 3
|
| 37 |
+
2024-05-20 17:35:33,297 - INFO - [51200/569465] Loss : 0.5599
|
| 38 |
+
2024-05-20 17:35:49,675 - INFO - [102400/569465] Loss : 0.5606
|
| 39 |
+
2024-05-20 17:36:09,149 - INFO - [153600/569465] Loss : 0.5608
|
| 40 |
+
2024-05-20 17:36:28,602 - INFO - [204800/569465] Loss : 0.5604
|
| 41 |
+
2024-05-20 17:36:44,774 - INFO - [256000/569465] Loss : 0.5601
|
| 42 |
+
2024-05-20 17:36:48,441 - INFO - [268288/569465] Loss : 0.5600
|
| 43 |
+
2024-05-20 17:37:16,235 - INFO - Test loss : 0.4665
|
| 44 |
+
2024-05-20 17:37:16,235 - INFO -
|
| 45 |
+
Epoch 4
|
| 46 |
+
2024-05-20 17:37:32,793 - INFO - [51200/569465] Loss : 0.5419
|
| 47 |
+
2024-05-20 17:37:48,738 - INFO - [102400/569465] Loss : 0.5410
|
| 48 |
+
2024-05-20 17:38:05,401 - INFO - [153600/569465] Loss : 0.5410
|
| 49 |
+
2024-05-20 17:38:21,524 - INFO - [204800/569465] Loss : 0.5411
|
| 50 |
+
2024-05-20 17:38:37,623 - INFO - [256000/569465] Loss : 0.5416
|
| 51 |
+
2024-05-20 17:38:41,389 - INFO - [268288/569465] Loss : 0.5415
|
| 52 |
+
2024-05-20 17:39:14,719 - INFO - Test loss : 0.4938
|
| 53 |
+
2024-05-20 17:39:14,719 - INFO -
|
| 54 |
+
Epoch 5
|
| 55 |
+
2024-05-20 17:39:32,956 - INFO - [51200/569465] Loss : 0.5261
|
| 56 |
+
2024-05-20 17:39:49,117 - INFO - [102400/569465] Loss : 0.5280
|
| 57 |
+
2024-05-20 17:40:05,212 - INFO - [153600/569465] Loss : 0.5284
|
| 58 |
+
2024-05-20 17:40:21,384 - INFO - [204800/569465] Loss : 0.5285
|
| 59 |
+
2024-05-20 17:40:37,817 - INFO - [256000/569465] Loss : 0.5286
|
| 60 |
+
2024-05-20 17:40:41,445 - INFO - [268288/569465] Loss : 0.5287
|
| 61 |
+
2024-05-20 17:41:08,910 - INFO - Test loss : 0.5072
|
| 62 |
+
2024-05-20 17:41:08,911 - INFO -
|
| 63 |
+
Epoch 6
|
| 64 |
+
2024-05-20 17:41:25,701 - INFO - [51200/569465] Loss : 0.5141
|
| 65 |
+
2024-05-20 17:41:42,251 - INFO - [102400/569465] Loss : 0.5156
|
| 66 |
+
2024-05-20 17:42:01,642 - INFO - [153600/569465] Loss : 0.5165
|
| 67 |
+
2024-05-20 17:42:21,030 - INFO - [204800/569465] Loss : 0.5169
|
| 68 |
+
2024-05-20 17:42:36,733 - INFO - [256000/569465] Loss : 0.5170
|
| 69 |
+
2024-05-20 17:42:40,454 - INFO - [268288/569465] Loss : 0.5172
|
| 70 |
+
2024-05-20 17:43:08,512 - INFO - Test loss : 0.5339
|
| 71 |
+
2024-05-20 17:43:08,512 - INFO -
|
| 72 |
+
Epoch 7
|
| 73 |
+
2024-05-20 17:43:25,182 - INFO - [51200/569465] Loss : 0.5032
|
| 74 |
+
2024-05-20 17:43:40,988 - INFO - [102400/569465] Loss : 0.5045
|
| 75 |
+
2024-05-20 17:43:57,604 - INFO - [153600/569465] Loss : 0.5065
|
| 76 |
+
2024-05-20 17:44:13,535 - INFO - [204800/569465] Loss : 0.5068
|
| 77 |
+
2024-05-20 17:44:29,636 - INFO - [256000/569465] Loss : 0.5076
|
| 78 |
+
2024-05-20 17:44:33,260 - INFO - [268288/569465] Loss : 0.5077
|
| 79 |
+
2024-05-20 17:45:06,771 - INFO - Test loss : 0.5643
|
| 80 |
+
2024-05-20 17:45:06,771 - INFO -
|
| 81 |
+
Epoch 8
|
| 82 |
+
2024-05-20 17:45:24,686 - INFO - [51200/569465] Loss : 0.4973
|
| 83 |
+
2024-05-20 17:45:40,964 - INFO - [102400/569465] Loss : 0.4975
|
| 84 |
+
2024-05-20 17:45:56,846 - INFO - [153600/569465] Loss : 0.4982
|
| 85 |
+
2024-05-20 17:46:13,081 - INFO - [204800/569465] Loss : 0.4989
|
| 86 |
+
2024-05-20 17:46:29,593 - INFO - [256000/569465] Loss : 0.4990
|
| 87 |
+
2024-05-20 17:46:33,269 - INFO - [268288/569465] Loss : 0.4994
|
| 88 |
+
2024-05-20 17:47:00,682 - INFO - Test loss : 0.5699
|
| 89 |
+
2024-05-20 17:47:00,682 - INFO -
|
| 90 |
+
Epoch 9
|
| 91 |
+
2024-05-20 17:47:17,122 - INFO - [51200/569465] Loss : 0.4866
|
| 92 |
+
2024-05-20 17:47:33,694 - INFO - [102400/569465] Loss : 0.4887
|
| 93 |
+
2024-05-20 17:47:53,377 - INFO - [153600/569465] Loss : 0.4896
|
| 94 |
+
2024-05-20 17:48:12,829 - INFO - [204800/569465] Loss : 0.4912
|
| 95 |
+
2024-05-20 17:48:28,549 - INFO - [256000/569465] Loss : 0.4916
|
| 96 |
+
2024-05-20 17:48:32,267 - INFO - [268288/569465] Loss : 0.4919
|
| 97 |
+
2024-05-20 17:49:00,390 - INFO - Test loss : 0.5961
|
| 98 |
+
2024-05-20 17:49:00,391 - INFO -
|
| 99 |
+
Epoch 10
|
| 100 |
+
2024-05-20 17:49:17,083 - INFO - [51200/569465] Loss : 0.4804
|
| 101 |
+
2024-05-20 17:49:33,122 - INFO - [102400/569465] Loss : 0.4825
|
| 102 |
+
2024-05-20 17:49:49,358 - INFO - [153600/569465] Loss : 0.4832
|
| 103 |
+
2024-05-20 17:50:05,436 - INFO - [204800/569465] Loss : 0.4841
|
| 104 |
+
2024-05-20 17:50:21,368 - INFO - [256000/569465] Loss : 0.4852
|
| 105 |
+
2024-05-20 17:50:25,096 - INFO - [268288/569465] Loss : 0.4855
|
| 106 |
+
2024-05-20 17:50:58,780 - INFO - Test loss : 0.6291
|
| 107 |
+
2024-05-20 17:51:00,079 - INFO - (93622,)
|
| 108 |
+
2024-05-20 17:51:46,236 - INFO - Split ID: 0
|
| 109 |
+
2024-05-20 17:51:46,236 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 0.76
|
| 110 |
+
2024-05-20 17:51:46,236 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 2.08
|
| 111 |
+
2024-05-20 17:51:46,237 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 3.4
|
| 112 |
+
2024-05-20 17:51:46,237 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 6.03
|
| 113 |
+
2024-05-20 17:51:46,509 - INFO -
|
| 114 |
+
No prior
|
| 115 |
+
2024-05-20 17:51:47,113 - INFO - (95986,)
|
| 116 |
+
2024-05-20 17:52:05,652 - INFO - Split ID: 0
|
| 117 |
+
2024-05-20 17:52:05,653 - INFO - Top 1 (Epoch 10)acc (%): 63.27
|
| 118 |
+
2024-05-20 17:52:05,653 - INFO - Top 3 (Epoch 10)acc (%): 79.82
|
| 119 |
+
2024-05-20 17:52:05,653 - INFO - Top 5 (Epoch 10)acc (%): 84.51
|
| 120 |
+
2024-05-20 17:52:05,653 - INFO - Top 10 (Epoch 10)acc (%): 88.99
|
| 121 |
+
2024-05-20 17:52:55,693 - INFO - Split ID: 0
|
| 122 |
+
2024-05-20 17:52:55,694 - INFO - Top 1 (Epoch 10)acc (%): 69.28
|
| 123 |
+
2024-05-20 17:52:55,694 - INFO - Top 3 (Epoch 10)acc (%): 84.22
|
| 124 |
+
2024-05-20 17:52:55,694 - INFO - Top 5 (Epoch 10)acc (%): 87.97
|
| 125 |
+
2024-05-20 17:52:55,694 - INFO - Top 10 (Epoch 10)acc (%): 91.59
|
| 126 |
+
2024-05-20 17:52:55,725 - INFO -
|
| 127 |
+
Epoch 11
|
| 128 |
+
2024-05-20 17:52:58,135 - INFO - [51200/569465] Loss : 0.4757
|
| 129 |
+
2024-05-20 17:53:00,401 - INFO - [102400/569465] Loss : 0.4768
|
| 130 |
+
2024-05-20 17:53:02,726 - INFO - [153600/569465] Loss : 0.4774
|
| 131 |
+
2024-05-20 17:53:04,992 - INFO - [204800/569465] Loss : 0.4779
|
| 132 |
+
2024-05-20 17:53:07,258 - INFO - [256000/569465] Loss : 0.4786
|
| 133 |
+
2024-05-20 17:53:07,763 - INFO - [268288/569465] Loss : 0.4788
|
| 134 |
+
2024-05-20 17:53:11,415 - INFO - Test loss : 0.6508
|
| 135 |
+
2024-05-20 17:53:11,415 - INFO -
|
| 136 |
+
Epoch 12
|
| 137 |
+
2024-05-20 17:53:13,813 - INFO - [51200/569465] Loss : 0.4668
|
| 138 |
+
2024-05-20 17:53:16,075 - INFO - [102400/569465] Loss : 0.4705
|
| 139 |
+
2024-05-20 17:53:18,395 - INFO - [153600/569465] Loss : 0.4722
|
| 140 |
+
2024-05-20 17:53:20,657 - INFO - [204800/569465] Loss : 0.4733
|
| 141 |
+
2024-05-20 17:53:22,917 - INFO - [256000/569465] Loss : 0.4736
|
| 142 |
+
2024-05-20 17:53:23,419 - INFO - [268288/569465] Loss : 0.4737
|
| 143 |
+
2024-05-20 17:53:27,065 - INFO - Test loss : 0.6764
|
| 144 |
+
2024-05-20 17:53:27,065 - INFO -
|
| 145 |
+
Epoch 13
|
| 146 |
+
2024-05-20 17:53:29,462 - INFO - [51200/569465] Loss : 0.4643
|
| 147 |
+
2024-05-20 17:53:31,719 - INFO - [102400/569465] Loss : 0.4651
|
| 148 |
+
2024-05-20 17:53:38,164 - INFO - [153600/569465] Loss : 0.4662
|
| 149 |
+
2024-05-20 17:53:47,680 - INFO - [204800/569465] Loss : 0.4674
|
| 150 |
+
2024-05-20 17:53:57,311 - INFO - [256000/569465] Loss : 0.4686
|
| 151 |
+
2024-05-20 17:53:59,453 - INFO - [268288/569465] Loss : 0.4687
|
| 152 |
+
2024-05-20 17:54:16,582 - INFO - Test loss : 0.6929
|
| 153 |
+
2024-05-20 17:54:16,582 - INFO -
|
| 154 |
+
Epoch 14
|
| 155 |
+
2024-05-20 17:54:26,801 - INFO - [51200/569465] Loss : 0.4608
|
| 156 |
+
2024-05-20 17:54:40,408 - INFO - [102400/569465] Loss : 0.4638
|
| 157 |
+
2024-05-20 17:54:56,781 - INFO - [153600/569465] Loss : 0.4644
|
| 158 |
+
2024-05-20 17:55:12,893 - INFO - [204800/569465] Loss : 0.4645
|
| 159 |
+
2024-05-20 17:55:29,111 - INFO - [256000/569465] Loss : 0.4652
|
| 160 |
+
2024-05-20 17:55:32,808 - INFO - [268288/569465] Loss : 0.4651
|
| 161 |
+
2024-05-20 17:56:00,697 - INFO - Test loss : 0.7100
|
| 162 |
+
2024-05-20 17:56:00,697 - INFO -
|
| 163 |
+
Epoch 15
|
| 164 |
+
2024-05-20 17:56:17,343 - INFO - [51200/569465] Loss : 0.4591
|
| 165 |
+
2024-05-20 17:56:33,325 - INFO - [102400/569465] Loss : 0.4598
|
| 166 |
+
2024-05-20 17:56:51,408 - INFO - [153600/569465] Loss : 0.4601
|
| 167 |
+
2024-05-20 17:57:10,959 - INFO - [204800/569465] Loss : 0.4603
|
| 168 |
+
2024-05-20 17:57:29,122 - INFO - [256000/569465] Loss : 0.4602
|
| 169 |
+
2024-05-20 17:57:32,839 - INFO - [268288/569465] Loss : 0.4603
|
| 170 |
+
2024-05-20 17:58:00,403 - INFO - Test loss : 0.7324
|
| 171 |
+
2024-05-20 17:58:00,403 - INFO -
|
| 172 |
+
Epoch 16
|
| 173 |
+
2024-05-20 17:58:17,081 - INFO - [51200/569465] Loss : 0.4525
|
| 174 |
+
2024-05-20 17:58:33,154 - INFO - [102400/569465] Loss : 0.4545
|
| 175 |
+
2024-05-20 17:58:48,829 - INFO - [153600/569465] Loss : 0.4555
|
| 176 |
+
2024-05-20 17:59:04,913 - INFO - [204800/569465] Loss : 0.4570
|
| 177 |
+
2024-05-20 17:59:21,088 - INFO - [256000/569465] Loss : 0.4574
|
| 178 |
+
2024-05-20 17:59:24,485 - INFO - [268288/569465] Loss : 0.4576
|
| 179 |
+
2024-05-20 17:59:55,384 - INFO - Test loss : 0.7297
|
| 180 |
+
2024-05-20 17:59:55,384 - INFO -
|
| 181 |
+
Epoch 17
|
| 182 |
+
2024-05-20 18:00:15,397 - INFO - [51200/569465] Loss : 0.4471
|
| 183 |
+
2024-05-20 18:00:32,391 - INFO - [102400/569465] Loss : 0.4497
|
| 184 |
+
2024-05-20 18:00:48,204 - INFO - [153600/569465] Loss : 0.4507
|
| 185 |
+
2024-05-20 18:01:04,429 - INFO - [204800/569465] Loss : 0.4516
|
| 186 |
+
2024-05-20 18:01:20,572 - INFO - [256000/569465] Loss : 0.4530
|
| 187 |
+
2024-05-20 18:01:24,041 - INFO - [268288/569465] Loss : 0.4530
|
| 188 |
+
2024-05-20 18:01:51,898 - INFO - Test loss : 0.7497
|
| 189 |
+
2024-05-20 18:01:51,898 - INFO -
|
| 190 |
+
Epoch 18
|
| 191 |
+
2024-05-20 18:02:08,235 - INFO - [51200/569465] Loss : 0.4454
|
| 192 |
+
2024-05-20 18:02:24,337 - INFO - [102400/569465] Loss : 0.4460
|
| 193 |
+
2024-05-20 18:02:42,318 - INFO - [153600/569465] Loss : 0.4470
|
| 194 |
+
2024-05-20 18:03:01,828 - INFO - [204800/569465] Loss : 0.4480
|
| 195 |
+
2024-05-20 18:03:20,010 - INFO - [256000/569465] Loss : 0.4489
|
| 196 |
+
2024-05-20 18:03:23,633 - INFO - [268288/569465] Loss : 0.4490
|
| 197 |
+
2024-05-20 18:03:51,124 - INFO - Test loss : 0.7694
|
| 198 |
+
2024-05-20 18:03:51,125 - INFO -
|
| 199 |
+
Epoch 19
|
| 200 |
+
2024-05-20 18:04:07,924 - INFO - [51200/569465] Loss : 0.4426
|
| 201 |
+
2024-05-20 18:04:23,813 - INFO - [102400/569465] Loss : 0.4438
|
| 202 |
+
2024-05-20 18:04:39,735 - INFO - [153600/569465] Loss : 0.4450
|
| 203 |
+
2024-05-20 18:04:56,099 - INFO - [204800/569465] Loss : 0.4454
|
| 204 |
+
2024-05-20 18:05:12,335 - INFO - [256000/569465] Loss : 0.4465
|
| 205 |
+
2024-05-20 18:05:15,611 - INFO - [268288/569465] Loss : 0.4464
|
| 206 |
+
2024-05-20 18:05:46,529 - INFO - Test loss : 0.7787
|
| 207 |
+
2024-05-20 18:05:46,529 - INFO -
|
| 208 |
+
Epoch 20
|
| 209 |
+
2024-05-20 18:06:06,322 - INFO - [51200/569465] Loss : 0.4376
|
| 210 |
+
2024-05-20 18:06:23,391 - INFO - [102400/569465] Loss : 0.4403
|
| 211 |
+
2024-05-20 18:06:39,148 - INFO - [153600/569465] Loss : 0.4418
|
| 212 |
+
2024-05-20 18:06:55,134 - INFO - [204800/569465] Loss : 0.4428
|
| 213 |
+
2024-05-20 18:07:11,277 - INFO - [256000/569465] Loss : 0.4434
|
| 214 |
+
2024-05-20 18:07:14,917 - INFO - [268288/569465] Loss : 0.4438
|
| 215 |
+
2024-05-20 18:07:42,646 - INFO - Test loss : 0.7766
|
| 216 |
+
2024-05-20 18:07:43,850 - INFO - (93622,)
|
| 217 |
+
2024-05-20 18:08:30,073 - INFO - Split ID: 0
|
| 218 |
+
2024-05-20 18:08:30,073 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 0.83
|
| 219 |
+
2024-05-20 18:08:30,074 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 2.3
|
| 220 |
+
2024-05-20 18:08:30,074 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 3.58
|
| 221 |
+
2024-05-20 18:08:30,074 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 6.5
|
| 222 |
+
2024-05-20 18:08:30,332 - INFO -
|
| 223 |
+
No prior
|
| 224 |
+
2024-05-20 18:08:30,914 - INFO - (95986,)
|
| 225 |
+
2024-05-20 18:08:49,552 - INFO - Split ID: 0
|
| 226 |
+
2024-05-20 18:08:49,552 - INFO - Top 1 (Epoch 20)acc (%): 63.27
|
| 227 |
+
2024-05-20 18:08:49,553 - INFO - Top 3 (Epoch 20)acc (%): 79.82
|
| 228 |
+
2024-05-20 18:08:49,553 - INFO - Top 5 (Epoch 20)acc (%): 84.51
|
| 229 |
+
2024-05-20 18:08:49,553 - INFO - Top 10 (Epoch 20)acc (%): 88.99
|
| 230 |
+
2024-05-20 18:09:45,824 - INFO - Split ID: 0
|
| 231 |
+
2024-05-20 18:09:45,824 - INFO - Top 1 (Epoch 20)acc (%): 69.15
|
| 232 |
+
2024-05-20 18:09:45,825 - INFO - Top 3 (Epoch 20)acc (%): 83.93
|
| 233 |
+
2024-05-20 18:09:45,825 - INFO - Top 5 (Epoch 20)acc (%): 87.67
|
| 234 |
+
2024-05-20 18:09:45,825 - INFO - Top 10 (Epoch 20)acc (%): 91.29
|
| 235 |
+
2024-05-20 18:09:45,855 - INFO -
|
| 236 |
+
Epoch 21
|
| 237 |
+
2024-05-20 18:10:01,878 - INFO - [51200/569465] Loss : 0.4367
|
| 238 |
+
2024-05-20 18:10:18,510 - INFO - [102400/569465] Loss : 0.4379
|
| 239 |
+
2024-05-20 18:10:34,499 - INFO - [153600/569465] Loss : 0.4392
|
| 240 |
+
2024-05-20 18:10:50,599 - INFO - [204800/569465] Loss : 0.4399
|
| 241 |
+
2024-05-20 18:11:06,483 - INFO - [256000/569465] Loss : 0.4410
|
| 242 |
+
2024-05-20 18:11:10,206 - INFO - [268288/569465] Loss : 0.4413
|
| 243 |
+
2024-05-20 18:11:38,478 - INFO - Test loss : 0.8142
|
| 244 |
+
2024-05-20 18:11:38,478 - INFO -
|
| 245 |
+
Epoch 22
|
| 246 |
+
2024-05-20 18:11:54,951 - INFO - [51200/569465] Loss : 0.4345
|
| 247 |
+
2024-05-20 18:12:13,756 - INFO - [102400/569465] Loss : 0.4355
|
| 248 |
+
2024-05-20 18:12:33,819 - INFO - [153600/569465] Loss : 0.4365
|
| 249 |
+
2024-05-20 18:12:51,196 - INFO - [204800/569465] Loss : 0.4370
|
| 250 |
+
2024-05-20 18:13:07,112 - INFO - [256000/569465] Loss : 0.4382
|
| 251 |
+
2024-05-20 18:13:10,859 - INFO - [268288/569465] Loss : 0.4383
|
| 252 |
+
2024-05-20 18:13:38,641 - INFO - Test loss : 0.8283
|
| 253 |
+
2024-05-20 18:13:38,641 - INFO -
|
| 254 |
+
Epoch 23
|
| 255 |
+
2024-05-20 18:13:55,720 - INFO - [51200/569465] Loss : 0.4302
|
| 256 |
+
2024-05-20 18:14:11,846 - INFO - [102400/569465] Loss : 0.4326
|
| 257 |
+
2024-05-20 18:14:28,038 - INFO - [153600/569465] Loss : 0.4344
|
| 258 |
+
2024-05-20 18:14:44,396 - INFO - [204800/569465] Loss : 0.4350
|
| 259 |
+
2024-05-20 18:15:01,935 - INFO - [256000/569465] Loss : 0.4356
|
| 260 |
+
2024-05-20 18:15:06,401 - INFO - [268288/569465] Loss : 0.4356
|
| 261 |
+
2024-05-20 18:15:40,267 - INFO - Test loss : 0.8448
|
| 262 |
+
2024-05-20 18:15:40,268 - INFO -
|
| 263 |
+
Epoch 24
|
| 264 |
+
2024-05-20 18:15:42,784 - INFO - [51200/569465] Loss : 0.4284
|
| 265 |
+
2024-05-20 18:15:45,053 - INFO - [102400/569465] Loss : 0.4299
|
| 266 |
+
2024-05-20 18:15:47,374 - INFO - [153600/569465] Loss : 0.4317
|
| 267 |
+
2024-05-20 18:15:49,643 - INFO - [204800/569465] Loss : 0.4329
|
| 268 |
+
2024-05-20 18:15:51,909 - INFO - [256000/569465] Loss : 0.4339
|
| 269 |
+
2024-05-20 18:15:52,413 - INFO - [268288/569465] Loss : 0.4341
|
| 270 |
+
2024-05-20 18:15:56,053 - INFO - Test loss : 0.8447
|
| 271 |
+
2024-05-20 18:15:56,053 - INFO -
|
| 272 |
+
Epoch 25
|
| 273 |
+
2024-05-20 18:15:58,454 - INFO - [51200/569465] Loss : 0.4266
|
| 274 |
+
2024-05-20 18:16:00,720 - INFO - [102400/569465] Loss : 0.4285
|
| 275 |
+
2024-05-20 18:16:03,040 - INFO - [153600/569465] Loss : 0.4295
|
| 276 |
+
2024-05-20 18:16:05,305 - INFO - [204800/569465] Loss : 0.4299
|
| 277 |
+
2024-05-20 18:16:07,570 - INFO - [256000/569465] Loss : 0.4308
|
| 278 |
+
2024-05-20 18:16:08,074 - INFO - [268288/569465] Loss : 0.4308
|
| 279 |
+
2024-05-20 18:16:11,709 - INFO - Test loss : 0.8717
|
| 280 |
+
2024-05-20 18:16:11,709 - INFO -
|
| 281 |
+
Epoch 26
|
| 282 |
+
2024-05-20 18:16:14,112 - INFO - [51200/569465] Loss : 0.4228
|
| 283 |
+
2024-05-20 18:16:16,375 - INFO - [102400/569465] Loss : 0.4251
|
| 284 |
+
2024-05-20 18:16:18,694 - INFO - [153600/569465] Loss : 0.4263
|
| 285 |
+
2024-05-20 18:16:20,958 - INFO - [204800/569465] Loss : 0.4273
|
| 286 |
+
2024-05-20 18:16:23,221 - INFO - [256000/569465] Loss : 0.4284
|
| 287 |
+
2024-05-20 18:16:23,726 - INFO - [268288/569465] Loss : 0.4286
|
| 288 |
+
2024-05-20 18:16:27,361 - INFO - Test loss : 0.8783
|
| 289 |
+
2024-05-20 18:16:27,361 - INFO -
|
| 290 |
+
Epoch 27
|
| 291 |
+
2024-05-20 18:16:29,762 - INFO - [51200/569465] Loss : 0.4216
|
| 292 |
+
2024-05-20 18:16:32,026 - INFO - [102400/569465] Loss : 0.4242
|
| 293 |
+
2024-05-20 18:16:34,345 - INFO - [153600/569465] Loss : 0.4269
|
| 294 |
+
2024-05-20 18:16:36,610 - INFO - [204800/569465] Loss : 0.4278
|
| 295 |
+
2024-05-20 18:16:38,872 - INFO - [256000/569465] Loss : 0.4284
|
| 296 |
+
2024-05-20 18:16:39,376 - INFO - [268288/569465] Loss : 0.4283
|
| 297 |
+
2024-05-20 18:16:43,016 - INFO - Test loss : 0.8877
|
| 298 |
+
2024-05-20 18:16:43,016 - INFO -
|
| 299 |
+
Epoch 28
|
| 300 |
+
2024-05-20 18:16:45,416 - INFO - [51200/569465] Loss : 0.4204
|
| 301 |
+
2024-05-20 18:16:49,190 - INFO - [102400/569465] Loss : 0.4217
|
| 302 |
+
2024-05-20 18:16:58,785 - INFO - [153600/569465] Loss : 0.4235
|
| 303 |
+
2024-05-20 18:17:08,385 - INFO - [204800/569465] Loss : 0.4242
|
| 304 |
+
2024-05-20 18:17:17,971 - INFO - [256000/569465] Loss : 0.4246
|
| 305 |
+
2024-05-20 18:17:20,122 - INFO - [268288/569465] Loss : 0.4247
|
| 306 |
+
2024-05-20 18:17:37,204 - INFO - Test loss : 0.8935
|
| 307 |
+
2024-05-20 18:17:37,204 - INFO -
|
| 308 |
+
Epoch 29
|
| 309 |
+
2024-05-20 18:17:48,753 - INFO - [51200/569465] Loss : 0.4217
|
| 310 |
+
2024-05-20 18:18:04,959 - INFO - [102400/569465] Loss : 0.4205
|
| 311 |
+
2024-05-20 18:18:21,093 - INFO - [153600/569465] Loss : 0.4219
|
| 312 |
+
2024-05-20 18:18:37,643 - INFO - [204800/569465] Loss : 0.4225
|
| 313 |
+
2024-05-20 18:18:53,544 - INFO - [256000/569465] Loss : 0.4227
|
| 314 |
+
2024-05-20 18:18:57,263 - INFO - [268288/569465] Loss : 0.4228
|
| 315 |
+
2024-05-20 18:19:24,874 - INFO - Test loss : 0.9214
|
| 316 |
+
2024-05-20 18:19:24,874 - INFO -
|
| 317 |
+
Epoch 30
|
| 318 |
+
2024-05-20 18:19:41,746 - INFO - [51200/569465] Loss : 0.4180
|
| 319 |
+
2024-05-20 18:19:58,027 - INFO - [102400/569465] Loss : 0.4188
|
| 320 |
+
2024-05-20 18:20:17,584 - INFO - [153600/569465] Loss : 0.4189
|
| 321 |
+
2024-05-20 18:20:37,004 - INFO - [204800/569465] Loss : 0.4196
|
| 322 |
+
2024-05-20 18:20:53,177 - INFO - [256000/569465] Loss : 0.4203
|
| 323 |
+
2024-05-20 18:20:56,804 - INFO - [268288/569465] Loss : 0.4205
|
| 324 |
+
2024-05-20 18:21:24,552 - INFO - Test loss : 0.9374
|
| 325 |
+
2024-05-20 18:21:25,785 - INFO - (93622,)
|
| 326 |
+
2024-05-20 18:22:11,866 - INFO - Split ID: 0
|
| 327 |
+
2024-05-20 18:22:11,866 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 0.89
|
| 328 |
+
2024-05-20 18:22:11,867 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 2.39
|
| 329 |
+
2024-05-20 18:22:11,867 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 3.77
|
| 330 |
+
2024-05-20 18:22:11,867 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 6.63
|
| 331 |
+
2024-05-20 18:22:12,131 - INFO -
|
| 332 |
+
No prior
|
| 333 |
+
2024-05-20 18:22:12,717 - INFO - (95986,)
|
| 334 |
+
2024-05-20 18:22:31,044 - INFO - Split ID: 0
|
| 335 |
+
2024-05-20 18:22:31,044 - INFO - Top 1 (Epoch 30)acc (%): 63.27
|
| 336 |
+
2024-05-20 18:22:31,045 - INFO - Top 3 (Epoch 30)acc (%): 79.82
|
| 337 |
+
2024-05-20 18:22:31,045 - INFO - Top 5 (Epoch 30)acc (%): 84.51
|
| 338 |
+
2024-05-20 18:22:31,045 - INFO - Top 10 (Epoch 30)acc (%): 88.99
|
| 339 |
+
2024-05-20 18:23:27,246 - INFO - Split ID: 0
|
| 340 |
+
2024-05-20 18:23:27,247 - INFO - Top 1 (Epoch 30)acc (%): 68.81
|
| 341 |
+
2024-05-20 18:23:27,247 - INFO - Top 3 (Epoch 30)acc (%): 83.49
|
| 342 |
+
2024-05-20 18:23:27,247 - INFO - Top 5 (Epoch 30)acc (%): 87.28
|
| 343 |
+
2024-05-20 18:23:27,247 - INFO - Top 10 (Epoch 30)acc (%): 90.83
|
| 344 |
+
2024-05-20 18:23:27,274 - INFO -
|
| 345 |
+
Epoch 31
|
| 346 |
+
2024-05-20 18:23:45,948 - INFO - [51200/569465] Loss : 0.4132
|
| 347 |
+
2024-05-20 18:24:05,901 - INFO - [102400/569465] Loss : 0.4158
|
| 348 |
+
2024-05-20 18:24:23,421 - INFO - [153600/569465] Loss : 0.4187
|
| 349 |
+
2024-05-20 18:24:39,468 - INFO - [204800/569465] Loss : 0.4189
|
| 350 |
+
2024-05-20 18:24:55,596 - INFO - [256000/569465] Loss : 0.4199
|
| 351 |
+
2024-05-20 18:24:59,313 - INFO - [268288/569465] Loss : 0.4201
|
| 352 |
+
2024-05-20 18:25:27,315 - INFO - Test loss : 0.9371
|
| 353 |
+
2024-05-20 18:25:27,315 - INFO -
|
| 354 |
+
Epoch 32
|
| 355 |
+
2024-05-20 18:25:43,602 - INFO - [51200/569465] Loss : 0.4127
|
| 356 |
+
2024-05-20 18:25:59,798 - INFO - [102400/569465] Loss : 0.4144
|
| 357 |
+
2024-05-20 18:26:16,282 - INFO - [153600/569465] Loss : 0.4152
|
| 358 |
+
2024-05-20 18:26:33,049 - INFO - [204800/569465] Loss : 0.4161
|
| 359 |
+
2024-05-20 18:26:52,513 - INFO - [256000/569465] Loss : 0.4167
|
| 360 |
+
2024-05-20 18:26:57,096 - INFO - [268288/569465] Loss : 0.4167
|
| 361 |
+
2024-05-20 18:27:26,946 - INFO - Test loss : 0.9700
|
| 362 |
+
2024-05-20 18:27:26,946 - INFO -
|
| 363 |
+
Epoch 33
|
| 364 |
+
2024-05-20 18:27:43,909 - INFO - [51200/569465] Loss : 0.4112
|
| 365 |
+
2024-05-20 18:27:59,685 - INFO - [102400/569465] Loss : 0.4127
|
| 366 |
+
2024-05-20 18:28:15,730 - INFO - [153600/569465] Loss : 0.4143
|
| 367 |
+
2024-05-20 18:28:31,934 - INFO - [204800/569465] Loss : 0.4150
|
| 368 |
+
2024-05-20 18:28:48,453 - INFO - [256000/569465] Loss : 0.4159
|
| 369 |
+
2024-05-20 18:28:51,795 - INFO - [268288/569465] Loss : 0.4159
|
| 370 |
+
2024-05-20 18:29:20,102 - INFO - Test loss : 0.9682
|
| 371 |
+
2024-05-20 18:29:20,102 - INFO -
|
| 372 |
+
Epoch 34
|
| 373 |
+
2024-05-20 18:29:38,897 - INFO - [51200/569465] Loss : 0.4119
|
| 374 |
+
2024-05-20 18:29:58,796 - INFO - [102400/569465] Loss : 0.4128
|
| 375 |
+
2024-05-20 18:30:16,026 - INFO - [153600/569465] Loss : 0.4131
|
| 376 |
+
2024-05-20 18:30:32,265 - INFO - [204800/569465] Loss : 0.4138
|
| 377 |
+
2024-05-20 18:30:48,354 - INFO - [256000/569465] Loss : 0.4147
|
| 378 |
+
2024-05-20 18:30:52,053 - INFO - [268288/569465] Loss : 0.4148
|
| 379 |
+
2024-05-20 18:31:19,873 - INFO - Test loss : 0.9786
|
| 380 |
+
2024-05-20 18:31:19,873 - INFO -
|
| 381 |
+
Epoch 35
|
| 382 |
+
2024-05-20 18:31:36,193 - INFO - [51200/569465] Loss : 0.4101
|
| 383 |
+
2024-05-20 18:31:52,450 - INFO - [102400/569465] Loss : 0.4111
|
| 384 |
+
2024-05-20 18:32:08,823 - INFO - [153600/569465] Loss : 0.4127
|
| 385 |
+
2024-05-20 18:32:25,904 - INFO - [204800/569465] Loss : 0.4133
|
| 386 |
+
2024-05-20 18:32:45,385 - INFO - [256000/569465] Loss : 0.4137
|
| 387 |
+
2024-05-20 18:32:49,963 - INFO - [268288/569465] Loss : 0.4140
|
| 388 |
+
2024-05-20 18:33:19,920 - INFO - Test loss : 0.9692
|
| 389 |
+
2024-05-20 18:33:19,920 - INFO -
|
| 390 |
+
Epoch 36
|
| 391 |
+
2024-05-20 18:33:36,773 - INFO - [51200/569465] Loss : 0.4088
|
| 392 |
+
2024-05-20 18:33:52,743 - INFO - [102400/569465] Loss : 0.4101
|
| 393 |
+
2024-05-20 18:34:08,778 - INFO - [153600/569465] Loss : 0.4110
|
| 394 |
+
2024-05-20 18:34:24,871 - INFO - [204800/569465] Loss : 0.4114
|
| 395 |
+
2024-05-20 18:34:41,150 - INFO - [256000/569465] Loss : 0.4119
|
| 396 |
+
2024-05-20 18:34:44,432 - INFO - [268288/569465] Loss : 0.4119
|
| 397 |
+
2024-05-20 18:35:12,471 - INFO - Test loss : 1.0025
|
| 398 |
+
2024-05-20 18:35:12,471 - INFO -
|
| 399 |
+
Epoch 37
|
| 400 |
+
2024-05-20 18:35:31,351 - INFO - [51200/569465] Loss : 0.4054
|
| 401 |
+
2024-05-20 18:35:51,306 - INFO - [102400/569465] Loss : 0.4058
|
| 402 |
+
2024-05-20 18:36:09,213 - INFO - [153600/569465] Loss : 0.4069
|
| 403 |
+
2024-05-20 18:36:25,179 - INFO - [204800/569465] Loss : 0.4084
|
| 404 |
+
2024-05-20 18:36:41,330 - INFO - [256000/569465] Loss : 0.4093
|
| 405 |
+
2024-05-20 18:36:44,997 - INFO - [268288/569465] Loss : 0.4093
|
| 406 |
+
2024-05-20 18:37:12,795 - INFO - Test loss : 1.0095
|
| 407 |
+
2024-05-20 18:37:12,796 - INFO -
|
| 408 |
+
Epoch 38
|
| 409 |
+
2024-05-20 18:37:29,353 - INFO - [51200/569465] Loss : 0.4047
|
| 410 |
+
2024-05-20 18:37:45,060 - INFO - [102400/569465] Loss : 0.4069
|
| 411 |
+
2024-05-20 18:38:01,494 - INFO - [153600/569465] Loss : 0.4082
|
| 412 |
+
2024-05-20 18:38:18,592 - INFO - [204800/569465] Loss : 0.4086
|
| 413 |
+
2024-05-20 18:38:38,110 - INFO - [256000/569465] Loss : 0.4091
|
| 414 |
+
2024-05-20 18:38:42,538 - INFO - [268288/569465] Loss : 0.4092
|
| 415 |
+
2024-05-20 18:39:00,346 - INFO - Test loss : 1.0079
|
| 416 |
+
2024-05-20 18:39:00,347 - INFO -
|
| 417 |
+
Epoch 39
|
| 418 |
+
2024-05-20 18:39:02,749 - INFO - [51200/569465] Loss : 0.4029
|
| 419 |
+
2024-05-20 18:39:05,013 - INFO - [102400/569465] Loss : 0.4058
|
| 420 |
+
2024-05-20 18:39:07,328 - INFO - [153600/569465] Loss : 0.4056
|
| 421 |
+
2024-05-20 18:39:09,590 - INFO - [204800/569465] Loss : 0.4067
|
| 422 |
+
2024-05-20 18:39:11,852 - INFO - [256000/569465] Loss : 0.4075
|
| 423 |
+
2024-05-20 18:39:12,356 - INFO - [268288/569465] Loss : 0.4077
|
| 424 |
+
2024-05-20 18:39:15,980 - INFO - Test loss : 1.0203
|
| 425 |
+
2024-05-20 18:39:15,981 - INFO -
|
| 426 |
+
Epoch 40
|
| 427 |
+
2024-05-20 18:39:18,378 - INFO - [51200/569465] Loss : 0.4033
|
| 428 |
+
2024-05-20 18:39:20,641 - INFO - [102400/569465] Loss : 0.4039
|
| 429 |
+
2024-05-20 18:39:22,954 - INFO - [153600/569465] Loss : 0.4045
|
| 430 |
+
2024-05-20 18:39:25,217 - INFO - [204800/569465] Loss : 0.4055
|
| 431 |
+
2024-05-20 18:39:27,478 - INFO - [256000/569465] Loss : 0.4064
|
| 432 |
+
2024-05-20 18:39:27,981 - INFO - [268288/569465] Loss : 0.4070
|
| 433 |
+
2024-05-20 18:39:31,614 - INFO - Test loss : 1.0245
|
| 434 |
+
2024-05-20 18:39:32,812 - INFO - (93622,)
|
| 435 |
+
2024-05-20 18:40:20,608 - INFO - Split ID: 0
|
| 436 |
+
2024-05-20 18:40:20,608 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 0.92
|
| 437 |
+
2024-05-20 18:40:20,608 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 2.4
|
| 438 |
+
2024-05-20 18:40:20,608 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 3.73
|
| 439 |
+
2024-05-20 18:40:20,608 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 6.64
|
| 440 |
+
2024-05-20 18:40:20,868 - INFO -
|
| 441 |
+
No prior
|
| 442 |
+
2024-05-20 18:40:21,449 - INFO - (95986,)
|
| 443 |
+
2024-05-20 18:40:39,470 - INFO - Split ID: 0
|
| 444 |
+
2024-05-20 18:40:39,471 - INFO - Top 1 (Epoch 40)acc (%): 63.27
|
| 445 |
+
2024-05-20 18:40:39,471 - INFO - Top 3 (Epoch 40)acc (%): 79.82
|
| 446 |
+
2024-05-20 18:40:39,471 - INFO - Top 5 (Epoch 40)acc (%): 84.51
|
| 447 |
+
2024-05-20 18:40:39,471 - INFO - Top 10 (Epoch 40)acc (%): 88.99
|
| 448 |
+
2024-05-20 18:41:36,360 - INFO - Split ID: 0
|
| 449 |
+
2024-05-20 18:41:36,361 - INFO - Top 1 (Epoch 40)acc (%): 68.55
|
| 450 |
+
2024-05-20 18:41:36,361 - INFO - Top 3 (Epoch 40)acc (%): 83.12
|
| 451 |
+
2024-05-20 18:41:36,361 - INFO - Top 5 (Epoch 40)acc (%): 86.92
|
| 452 |
+
2024-05-20 18:41:36,361 - INFO - Top 10 (Epoch 40)acc (%): 90.57
|
| 453 |
+
2024-05-20 18:41:36,389 - INFO -
|
| 454 |
+
Epoch 41
|
| 455 |
+
2024-05-20 18:41:53,034 - INFO - [51200/569465] Loss : 0.4025
|
| 456 |
+
2024-05-20 18:42:09,267 - INFO - [102400/569465] Loss : 0.4032
|
| 457 |
+
2024-05-20 18:42:25,442 - INFO - [153600/569465] Loss : 0.4038
|
| 458 |
+
2024-05-20 18:42:44,609 - INFO - [204800/569465] Loss : 0.4043
|
| 459 |
+
2024-05-20 18:43:04,070 - INFO - [256000/569465] Loss : 0.4053
|
| 460 |
+
2024-05-20 18:43:08,653 - INFO - [268288/569465] Loss : 0.4054
|
| 461 |
+
2024-05-20 18:43:36,495 - INFO - Test loss : 1.0361
|
| 462 |
+
2024-05-20 18:43:36,495 - INFO -
|
| 463 |
+
Epoch 42
|
| 464 |
+
2024-05-20 18:43:53,281 - INFO - [51200/569465] Loss : 0.4006
|
| 465 |
+
2024-05-20 18:44:09,192 - INFO - [102400/569465] Loss : 0.4009
|
| 466 |
+
2024-05-20 18:44:25,400 - INFO - [153600/569465] Loss : 0.4013
|
| 467 |
+
2024-05-20 18:44:41,511 - INFO - [204800/569465] Loss : 0.4021
|
| 468 |
+
2024-05-20 18:44:57,420 - INFO - [256000/569465] Loss : 0.4026
|
| 469 |
+
2024-05-20 18:45:01,046 - INFO - [268288/569465] Loss : 0.4030
|
| 470 |
+
2024-05-20 18:45:30,544 - INFO - Test loss : 1.0582
|
| 471 |
+
2024-05-20 18:45:30,545 - INFO -
|
| 472 |
+
Epoch 43
|
| 473 |
+
2024-05-20 18:45:50,294 - INFO - [51200/569465] Loss : 0.3967
|
| 474 |
+
2024-05-20 18:46:08,580 - INFO - [102400/569465] Loss : 0.3998
|
| 475 |
+
2024-05-20 18:46:24,791 - INFO - [153600/569465] Loss : 0.4006
|
| 476 |
+
2024-05-20 18:46:40,805 - INFO - [204800/569465] Loss : 0.4012
|
| 477 |
+
2024-05-20 18:46:57,305 - INFO - [256000/569465] Loss : 0.4018
|
| 478 |
+
2024-05-20 18:47:00,459 - INFO - [268288/569465] Loss : 0.4020
|
| 479 |
+
2024-05-20 18:47:28,609 - INFO - Test loss : 1.0588
|
| 480 |
+
2024-05-20 18:47:28,609 - INFO -
|
| 481 |
+
Epoch 44
|
| 482 |
+
2024-05-20 18:47:45,005 - INFO - [51200/569465] Loss : 0.3954
|
| 483 |
+
2024-05-20 18:48:01,553 - INFO - [102400/569465] Loss : 0.3974
|
| 484 |
+
2024-05-20 18:48:17,345 - INFO - [153600/569465] Loss : 0.3984
|
| 485 |
+
2024-05-20 18:48:36,647 - INFO - [204800/569465] Loss : 0.4004
|
| 486 |
+
2024-05-20 18:48:56,171 - INFO - [256000/569465] Loss : 0.4016
|
| 487 |
+
2024-05-20 18:49:00,603 - INFO - [268288/569465] Loss : 0.4015
|
| 488 |
+
2024-05-20 18:49:27,958 - INFO - Test loss : 1.0812
|
| 489 |
+
2024-05-20 18:49:27,958 - INFO -
|
| 490 |
+
Epoch 45
|
| 491 |
+
2024-05-20 18:49:44,223 - INFO - [51200/569465] Loss : 0.3944
|
| 492 |
+
2024-05-20 18:50:00,401 - INFO - [102400/569465] Loss : 0.3966
|
| 493 |
+
2024-05-20 18:50:16,655 - INFO - [153600/569465] Loss : 0.3985
|
| 494 |
+
2024-05-20 18:50:33,068 - INFO - [204800/569465] Loss : 0.3991
|
| 495 |
+
2024-05-20 18:50:49,139 - INFO - [256000/569465] Loss : 0.3998
|
| 496 |
+
2024-05-20 18:50:52,761 - INFO - [268288/569465] Loss : 0.3996
|
| 497 |
+
2024-05-20 18:51:22,132 - INFO - Test loss : 1.0916
|
| 498 |
+
2024-05-20 18:51:22,132 - INFO -
|
| 499 |
+
Epoch 46
|
| 500 |
+
2024-05-20 18:51:42,079 - INFO - [51200/569465] Loss : 0.3981
|
| 501 |
+
2024-05-20 18:52:00,136 - INFO - [102400/569465] Loss : 0.3983
|
| 502 |
+
2024-05-20 18:52:16,150 - INFO - [153600/569465] Loss : 0.3977
|
| 503 |
+
2024-05-20 18:52:32,350 - INFO - [204800/569465] Loss : 0.3984
|
| 504 |
+
2024-05-20 18:52:48,848 - INFO - [256000/569465] Loss : 0.3994
|
| 505 |
+
2024-05-20 18:52:52,109 - INFO - [268288/569465] Loss : 0.3995
|
| 506 |
+
2024-05-20 18:53:19,941 - INFO - Test loss : 1.0821
|
| 507 |
+
2024-05-20 18:53:19,941 - INFO -
|
| 508 |
+
Epoch 47
|
| 509 |
+
2024-05-20 18:53:36,352 - INFO - [51200/569465] Loss : 0.3942
|
| 510 |
+
2024-05-20 18:53:53,001 - INFO - [102400/569465] Loss : 0.3944
|
| 511 |
+
2024-05-20 18:54:08,851 - INFO - [153600/569465] Loss : 0.3956
|
| 512 |
+
2024-05-20 18:54:28,423 - INFO - [204800/569465] Loss : 0.3965
|
| 513 |
+
2024-05-20 18:54:47,899 - INFO - [256000/569465] Loss : 0.3971
|
| 514 |
+
2024-05-20 18:54:52,373 - INFO - [268288/569465] Loss : 0.3972
|
| 515 |
+
2024-05-20 18:55:19,649 - INFO - Test loss : 1.0936
|
| 516 |
+
2024-05-20 18:55:19,649 - INFO -
|
| 517 |
+
Epoch 48
|
| 518 |
+
2024-05-20 18:55:35,963 - INFO - [51200/569465] Loss : 0.3926
|
| 519 |
+
2024-05-20 18:55:52,044 - INFO - [102400/569465] Loss : 0.3951
|
| 520 |
+
2024-05-20 18:56:08,498 - INFO - [153600/569465] Loss : 0.3958
|
| 521 |
+
2024-05-20 18:56:24,912 - INFO - [204800/569465] Loss : 0.3960
|
| 522 |
+
2024-05-20 18:56:41,043 - INFO - [256000/569465] Loss : 0.3969
|
| 523 |
+
2024-05-20 18:56:44,656 - INFO - [268288/569465] Loss : 0.3972
|
| 524 |
+
2024-05-20 18:57:14,209 - INFO - Test loss : 1.1019
|
| 525 |
+
2024-05-20 18:57:14,209 - INFO -
|
| 526 |
+
Epoch 49
|
| 527 |
+
2024-05-20 18:57:34,142 - INFO - [51200/569465] Loss : 0.3945
|
| 528 |
+
2024-05-20 18:57:52,319 - INFO - [102400/569465] Loss : 0.3952
|
| 529 |
+
2024-05-20 18:58:08,523 - INFO - [153600/569465] Loss : 0.3957
|
| 530 |
+
2024-05-20 18:58:24,636 - INFO - [204800/569465] Loss : 0.3963
|
| 531 |
+
2024-05-20 18:58:41,082 - INFO - [256000/569465] Loss : 0.3968
|
| 532 |
+
2024-05-20 18:58:44,358 - INFO - [268288/569465] Loss : 0.3969
|
| 533 |
+
2024-05-20 18:59:12,355 - INFO - Test loss : 1.1206
|
| 534 |
+
2024-05-20 18:59:12,355 - INFO -
|
| 535 |
+
Epoch 50
|
| 536 |
+
2024-05-20 18:59:28,561 - INFO - [51200/569465] Loss : 0.3904
|
| 537 |
+
2024-05-20 18:59:44,946 - INFO - [102400/569465] Loss : 0.3917
|
| 538 |
+
2024-05-20 19:00:01,321 - INFO - [153600/569465] Loss : 0.3929
|
| 539 |
+
2024-05-20 19:00:20,745 - INFO - [204800/569465] Loss : 0.3932
|
| 540 |
+
2024-05-20 19:00:40,220 - INFO - [256000/569465] Loss : 0.3939
|
| 541 |
+
2024-05-20 19:00:44,797 - INFO - [268288/569465] Loss : 0.3939
|
| 542 |
+
2024-05-20 19:01:12,166 - INFO - Test loss : 1.1317
|
| 543 |
+
2024-05-20 19:01:13,343 - INFO - (93622,)
|
| 544 |
+
2024-05-20 19:01:59,532 - INFO - Split ID: 0
|
| 545 |
+
2024-05-20 19:01:59,533 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 0.99
|
| 546 |
+
2024-05-20 19:01:59,533 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 2.58
|
| 547 |
+
2024-05-20 19:01:59,533 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 4.04
|
| 548 |
+
2024-05-20 19:01:59,533 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 7.05
|
| 549 |
+
2024-05-20 19:01:59,778 - INFO -
|
| 550 |
+
No prior
|
| 551 |
+
2024-05-20 19:02:00,324 - INFO - (95986,)
|
| 552 |
+
2024-05-20 19:02:18,284 - INFO - Split ID: 0
|
| 553 |
+
2024-05-20 19:02:18,285 - INFO - Top 1 (Epoch 50)acc (%): 63.27
|
| 554 |
+
2024-05-20 19:02:18,285 - INFO - Top 3 (Epoch 50)acc (%): 79.82
|
| 555 |
+
2024-05-20 19:02:18,285 - INFO - Top 5 (Epoch 50)acc (%): 84.51
|
| 556 |
+
2024-05-20 19:02:18,285 - INFO - Top 10 (Epoch 50)acc (%): 88.99
|
| 557 |
+
2024-05-20 19:03:16,954 - INFO - Split ID: 0
|
| 558 |
+
2024-05-20 19:03:16,954 - INFO - Top 1 (Epoch 50)acc (%): 68.27
|
| 559 |
+
2024-05-20 19:03:16,954 - INFO - Top 3 (Epoch 50)acc (%): 82.72
|
| 560 |
+
2024-05-20 19:03:16,955 - INFO - Top 5 (Epoch 50)acc (%): 86.53
|
| 561 |
+
2024-05-20 19:03:16,955 - INFO - Top 10 (Epoch 50)acc (%): 90.26
|
| 562 |
+
2024-05-20 19:03:16,984 - INFO -
|
| 563 |
+
Epoch 51
|
| 564 |
+
2024-05-20 19:03:19,390 - INFO - [51200/569465] Loss : 0.3899
|
| 565 |
+
2024-05-20 19:03:21,657 - INFO - [102400/569465] Loss : 0.3914
|
| 566 |
+
2024-05-20 19:03:23,980 - INFO - [153600/569465] Loss : 0.3924
|
| 567 |
+
2024-05-20 19:03:26,247 - INFO - [204800/569465] Loss : 0.3929
|
| 568 |
+
2024-05-20 19:03:28,515 - INFO - [256000/569465] Loss : 0.3936
|
| 569 |
+
2024-05-20 19:03:29,020 - INFO - [268288/569465] Loss : 0.3936
|
| 570 |
+
2024-05-20 19:03:32,666 - INFO - Test loss : 1.1415
|
| 571 |
+
2024-05-20 19:03:32,666 - INFO -
|
| 572 |
+
Epoch 52
|
| 573 |
+
2024-05-20 19:03:35,070 - INFO - [51200/569465] Loss : 0.3895
|
| 574 |
+
2024-05-20 19:03:37,371 - INFO - [102400/569465] Loss : 0.3917
|
| 575 |
+
2024-05-20 19:03:39,693 - INFO - [153600/569465] Loss : 0.3916
|
| 576 |
+
2024-05-20 19:03:41,958 - INFO - [204800/569465] Loss : 0.3918
|
| 577 |
+
2024-05-20 19:03:44,223 - INFO - [256000/569465] Loss : 0.3921
|
| 578 |
+
2024-05-20 19:03:44,726 - INFO - [268288/569465] Loss : 0.3922
|
| 579 |
+
2024-05-20 19:03:48,375 - INFO - Test loss : 1.1411
|
| 580 |
+
2024-05-20 19:03:48,375 - INFO -
|
| 581 |
+
Epoch 53
|
| 582 |
+
2024-05-20 19:03:50,777 - INFO - [51200/569465] Loss : 0.3909
|
| 583 |
+
2024-05-20 19:03:53,043 - INFO - [102400/569465] Loss : 0.3919
|
| 584 |
+
2024-05-20 19:03:55,361 - INFO - [153600/569465] Loss : 0.3919
|
| 585 |
+
2024-05-20 19:03:57,625 - INFO - [204800/569465] Loss : 0.3922
|
| 586 |
+
2024-05-20 19:03:59,891 - INFO - [256000/569465] Loss : 0.3925
|
| 587 |
+
2024-05-20 19:04:00,404 - INFO - [268288/569465] Loss : 0.3923
|
| 588 |
+
2024-05-20 19:04:04,074 - INFO - Test loss : 1.1484
|
| 589 |
+
2024-05-20 19:04:04,074 - INFO -
|
| 590 |
+
Epoch 54
|
| 591 |
+
2024-05-20 19:04:06,474 - INFO - [51200/569465] Loss : 0.3855
|
| 592 |
+
2024-05-20 19:04:08,736 - INFO - [102400/569465] Loss : 0.3876
|
| 593 |
+
2024-05-20 19:04:14,632 - INFO - [153600/569465] Loss : 0.3887
|
| 594 |
+
2024-05-20 19:04:30,884 - INFO - [204800/569465] Loss : 0.3898
|
| 595 |
+
2024-05-20 19:04:46,743 - INFO - [256000/569465] Loss : 0.3910
|
| 596 |
+
2024-05-20 19:04:50,388 - INFO - [268288/569465] Loss : 0.3914
|
| 597 |
+
2024-05-20 19:05:17,827 - INFO - Test loss : 1.1570
|
| 598 |
+
2024-05-20 19:05:17,828 - INFO -
|
| 599 |
+
Epoch 55
|
| 600 |
+
2024-05-20 19:05:34,599 - INFO - [51200/569465] Loss : 0.3875
|
| 601 |
+
2024-05-20 19:05:50,556 - INFO - [102400/569465] Loss : 0.3874
|
| 602 |
+
2024-05-20 19:06:06,306 - INFO - [153600/569465] Loss : 0.3883
|
| 603 |
+
2024-05-20 19:06:22,507 - INFO - [204800/569465] Loss : 0.3886
|
| 604 |
+
2024-05-20 19:06:39,567 - INFO - [256000/569465] Loss : 0.3894
|
| 605 |
+
2024-05-20 19:06:43,201 - INFO - [268288/569465] Loss : 0.3896
|
| 606 |
+
2024-05-20 19:07:10,480 - INFO - Test loss : 1.1785
|
| 607 |
+
2024-05-20 19:07:10,481 - INFO -
|
| 608 |
+
Epoch 56
|
| 609 |
+
2024-05-20 19:07:27,215 - INFO - [51200/569465] Loss : 0.3850
|
| 610 |
+
2024-05-20 19:07:42,919 - INFO - [102400/569465] Loss : 0.3856
|
| 611 |
+
2024-05-20 19:07:58,761 - INFO - [153600/569465] Loss : 0.3870
|
| 612 |
+
2024-05-20 19:08:14,670 - INFO - [204800/569465] Loss : 0.3882
|
| 613 |
+
2024-05-20 19:08:31,015 - INFO - [256000/569465] Loss : 0.3886
|
| 614 |
+
2024-05-20 19:08:34,657 - INFO - [268288/569465] Loss : 0.3891
|
| 615 |
+
2024-05-20 19:09:02,829 - INFO - Test loss : 1.1675
|
| 616 |
+
2024-05-20 19:09:02,829 - INFO -
|
| 617 |
+
Epoch 57
|
| 618 |
+
2024-05-20 19:09:19,481 - INFO - [51200/569465] Loss : 0.3862
|
| 619 |
+
2024-05-20 19:09:35,185 - INFO - [102400/569465] Loss : 0.3861
|
| 620 |
+
2024-05-20 19:09:51,051 - INFO - [153600/569465] Loss : 0.3874
|
| 621 |
+
2024-05-20 19:10:07,285 - INFO - [204800/569465] Loss : 0.3881
|
| 622 |
+
2024-05-20 19:10:23,176 - INFO - [256000/569465] Loss : 0.3887
|
| 623 |
+
2024-05-20 19:10:26,827 - INFO - [268288/569465] Loss : 0.3886
|
| 624 |
+
2024-05-20 19:10:54,409 - INFO - Test loss : 1.1847
|
| 625 |
+
2024-05-20 19:10:54,409 - INFO -
|
| 626 |
+
Epoch 58
|
| 627 |
+
2024-05-20 19:11:12,750 - INFO - [51200/569465] Loss : 0.3842
|
| 628 |
+
2024-05-20 19:11:28,063 - INFO - [102400/569465] Loss : 0.3851
|
| 629 |
+
2024-05-20 19:11:44,388 - INFO - [153600/569465] Loss : 0.3852
|
| 630 |
+
2024-05-20 19:12:00,245 - INFO - [204800/569465] Loss : 0.3861
|
| 631 |
+
2024-05-20 19:12:16,075 - INFO - [256000/569465] Loss : 0.3865
|
| 632 |
+
2024-05-20 19:12:19,708 - INFO - [268288/569465] Loss : 0.3864
|
| 633 |
+
2024-05-20 19:12:47,570 - INFO - Test loss : 1.1913
|
| 634 |
+
2024-05-20 19:12:47,570 - INFO -
|
| 635 |
+
Epoch 59
|
| 636 |
+
2024-05-20 19:13:03,709 - INFO - [51200/569465] Loss : 0.3834
|
| 637 |
+
2024-05-20 19:13:19,831 - INFO - [102400/569465] Loss : 0.3854
|
| 638 |
+
2024-05-20 19:13:36,662 - INFO - [153600/569465] Loss : 0.3863
|
| 639 |
+
2024-05-20 19:13:52,878 - INFO - [204800/569465] Loss : 0.3862
|
| 640 |
+
2024-05-20 19:14:08,588 - INFO - [256000/569465] Loss : 0.3862
|
| 641 |
+
2024-05-20 19:14:12,100 - INFO - [268288/569465] Loss : 0.3863
|
| 642 |
+
2024-05-20 19:14:39,548 - INFO - Test loss : 1.1909
|
| 643 |
+
2024-05-20 19:14:39,548 - INFO -
|
| 644 |
+
Epoch 60
|
| 645 |
+
2024-05-20 19:14:55,847 - INFO - [51200/569465] Loss : 0.3847
|
| 646 |
+
2024-05-20 19:15:11,515 - INFO - [102400/569465] Loss : 0.3860
|
| 647 |
+
2024-05-20 19:15:27,453 - INFO - [153600/569465] Loss : 0.3861
|
| 648 |
+
2024-05-20 19:15:43,633 - INFO - [204800/569465] Loss : 0.3865
|
| 649 |
+
2024-05-20 19:16:00,663 - INFO - [256000/569465] Loss : 0.3871
|
| 650 |
+
2024-05-20 19:16:04,231 - INFO - [268288/569465] Loss : 0.3870
|
| 651 |
+
2024-05-20 19:16:31,768 - INFO - Test loss : 1.1994
|
| 652 |
+
2024-05-20 19:16:32,952 - INFO - (93622,)
|
| 653 |
+
2024-05-20 19:17:19,043 - INFO - Split ID: 0
|
| 654 |
+
2024-05-20 19:17:19,044 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 0.98
|
| 655 |
+
2024-05-20 19:17:19,044 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 2.56
|
| 656 |
+
2024-05-20 19:17:19,044 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 3.94
|
| 657 |
+
2024-05-20 19:17:19,044 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 7.06
|
| 658 |
+
2024-05-20 19:17:19,311 - INFO -
|
| 659 |
+
No prior
|
| 660 |
+
2024-05-20 19:17:19,902 - INFO - (95986,)
|
| 661 |
+
2024-05-20 19:17:38,276 - INFO - Split ID: 0
|
| 662 |
+
2024-05-20 19:17:38,277 - INFO - Top 1 (Epoch 60)acc (%): 63.27
|
| 663 |
+
2024-05-20 19:17:38,277 - INFO - Top 3 (Epoch 60)acc (%): 79.82
|
| 664 |
+
2024-05-20 19:17:38,277 - INFO - Top 5 (Epoch 60)acc (%): 84.51
|
| 665 |
+
2024-05-20 19:17:38,277 - INFO - Top 10 (Epoch 60)acc (%): 88.99
|
| 666 |
+
2024-05-20 19:18:34,704 - INFO - Split ID: 0
|
| 667 |
+
2024-05-20 19:18:34,704 - INFO - Top 1 (Epoch 60)acc (%): 68.05
|
| 668 |
+
2024-05-20 19:18:34,704 - INFO - Top 3 (Epoch 60)acc (%): 82.4
|
| 669 |
+
2024-05-20 19:18:34,705 - INFO - Top 5 (Epoch 60)acc (%): 86.25
|
| 670 |
+
2024-05-20 19:18:34,705 - INFO - Top 10 (Epoch 60)acc (%): 89.97
|
| 671 |
+
2024-05-20 19:18:34,733 - INFO -
|
| 672 |
+
Epoch 61
|
| 673 |
+
2024-05-20 19:18:51,223 - INFO - [51200/569465] Loss : 0.3819
|
| 674 |
+
2024-05-20 19:19:07,060 - INFO - [102400/569465] Loss : 0.3836
|
| 675 |
+
2024-05-20 19:19:23,219 - INFO - [153600/569465] Loss : 0.3842
|
| 676 |
+
2024-05-20 19:19:38,909 - INFO - [204800/569465] Loss : 0.3846
|
| 677 |
+
2024-05-20 19:19:54,802 - INFO - [256000/569465] Loss : 0.3859
|
| 678 |
+
2024-05-20 19:19:58,498 - INFO - [268288/569465] Loss : 0.3861
|
| 679 |
+
2024-05-20 19:20:27,348 - INFO - Test loss : 1.1921
|
| 680 |
+
2024-05-20 19:20:27,348 - INFO -
|
| 681 |
+
Epoch 62
|
| 682 |
+
2024-05-20 19:20:43,471 - INFO - [51200/569465] Loss : 0.3835
|
| 683 |
+
2024-05-20 19:20:59,634 - INFO - [102400/569465] Loss : 0.3835
|
| 684 |
+
2024-05-20 19:21:15,646 - INFO - [153600/569465] Loss : 0.3834
|
| 685 |
+
2024-05-20 19:21:31,425 - INFO - [204800/569465] Loss : 0.3842
|
| 686 |
+
2024-05-20 19:21:47,795 - INFO - [256000/569465] Loss : 0.3850
|
| 687 |
+
2024-05-20 19:21:51,147 - INFO - [268288/569465] Loss : 0.3850
|
| 688 |
+
2024-05-20 19:22:18,984 - INFO - Test loss : 1.2123
|
| 689 |
+
2024-05-20 19:22:18,985 - INFO -
|
| 690 |
+
Epoch 63
|
| 691 |
+
2024-05-20 19:22:34,765 - INFO - [51200/569465] Loss : 0.3812
|
| 692 |
+
2024-05-20 19:22:37,029 - INFO - [102400/569465] Loss : 0.3819
|
| 693 |
+
2024-05-20 19:22:39,350 - INFO - [153600/569465] Loss : 0.3823
|
| 694 |
+
2024-05-20 19:22:41,620 - INFO - [204800/569465] Loss : 0.3834
|
| 695 |
+
2024-05-20 19:22:43,889 - INFO - [256000/569465] Loss : 0.3839
|
| 696 |
+
2024-05-20 19:22:44,394 - INFO - [268288/569465] Loss : 0.3840
|
| 697 |
+
2024-05-20 19:22:48,036 - INFO - Test loss : 1.2224
|
| 698 |
+
2024-05-20 19:22:48,036 - INFO -
|
| 699 |
+
Epoch 64
|
| 700 |
+
2024-05-20 19:22:50,439 - INFO - [51200/569465] Loss : 0.3785
|
| 701 |
+
2024-05-20 19:22:52,706 - INFO - [102400/569465] Loss : 0.3810
|
| 702 |
+
2024-05-20 19:22:55,026 - INFO - [153600/569465] Loss : 0.3818
|
| 703 |
+
2024-05-20 19:22:57,293 - INFO - [204800/569465] Loss : 0.3834
|
| 704 |
+
2024-05-20 19:22:59,565 - INFO - [256000/569465] Loss : 0.3837
|
| 705 |
+
2024-05-20 19:23:00,071 - INFO - [268288/569465] Loss : 0.3838
|
| 706 |
+
2024-05-20 19:23:03,706 - INFO - Test loss : 1.2296
|
| 707 |
+
2024-05-20 19:23:03,706 - INFO -
|
| 708 |
+
Epoch 65
|
| 709 |
+
2024-05-20 19:23:09,267 - INFO - [51200/569465] Loss : 0.3796
|
| 710 |
+
2024-05-20 19:23:15,471 - INFO - [102400/569465] Loss : 0.3807
|
| 711 |
+
2024-05-20 19:23:21,735 - INFO - [153600/569465] Loss : 0.3813
|
| 712 |
+
2024-05-20 19:23:36,207 - INFO - [204800/569465] Loss : 0.3824
|
| 713 |
+
2024-05-20 19:23:52,010 - INFO - [256000/569465] Loss : 0.3826
|
| 714 |
+
2024-05-20 19:23:55,628 - INFO - [268288/569465] Loss : 0.3826
|
| 715 |
+
2024-05-20 19:24:22,878 - INFO - Test loss : 1.2259
|
| 716 |
+
2024-05-20 19:24:22,878 - INFO -
|
| 717 |
+
Epoch 66
|
| 718 |
+
2024-05-20 19:24:39,136 - INFO - [51200/569465] Loss : 0.3819
|
| 719 |
+
2024-05-20 19:24:54,821 - INFO - [102400/569465] Loss : 0.3810
|
| 720 |
+
2024-05-20 19:25:10,684 - INFO - [153600/569465] Loss : 0.3813
|
| 721 |
+
2024-05-20 19:25:27,056 - INFO - [204800/569465] Loss : 0.3818
|
| 722 |
+
2024-05-20 19:25:43,811 - INFO - [256000/569465] Loss : 0.3817
|
| 723 |
+
2024-05-20 19:25:47,333 - INFO - [268288/569465] Loss : 0.3819
|
| 724 |
+
2024-05-20 19:26:14,830 - INFO - Test loss : 1.2306
|
| 725 |
+
2024-05-20 19:26:14,830 - INFO -
|
| 726 |
+
Epoch 67
|
| 727 |
+
2024-05-20 19:26:31,356 - INFO - [51200/569465] Loss : 0.3774
|
| 728 |
+
2024-05-20 19:26:47,260 - INFO - [102400/569465] Loss : 0.3780
|
| 729 |
+
2024-05-20 19:27:03,178 - INFO - [153600/569465] Loss : 0.3792
|
| 730 |
+
2024-05-20 19:27:19,132 - INFO - [204800/569465] Loss : 0.3802
|
| 731 |
+
2024-05-20 19:27:35,330 - INFO - [256000/569465] Loss : 0.3809
|
| 732 |
+
2024-05-20 19:27:38,931 - INFO - [268288/569465] Loss : 0.3810
|
| 733 |
+
2024-05-20 19:28:07,255 - INFO - Test loss : 1.2378
|
| 734 |
+
2024-05-20 19:28:07,256 - INFO -
|
| 735 |
+
Epoch 68
|
| 736 |
+
2024-05-20 19:28:23,947 - INFO - [51200/569465] Loss : 0.3771
|
| 737 |
+
2024-05-20 19:28:40,007 - INFO - [102400/569465] Loss : 0.3790
|
| 738 |
+
2024-05-20 19:28:55,823 - INFO - [153600/569465] Loss : 0.3791
|
| 739 |
+
2024-05-20 19:29:12,219 - INFO - [204800/569465] Loss : 0.3795
|
| 740 |
+
2024-05-20 19:29:28,035 - INFO - [256000/569465] Loss : 0.3795
|
| 741 |
+
2024-05-20 19:29:31,676 - INFO - [268288/569465] Loss : 0.3797
|
| 742 |
+
2024-05-20 19:29:58,842 - INFO - Test loss : 1.2421
|
| 743 |
+
2024-05-20 19:29:58,843 - INFO -
|
| 744 |
+
Epoch 69
|
| 745 |
+
2024-05-20 19:30:15,371 - INFO - [51200/569465] Loss : 0.3757
|
| 746 |
+
2024-05-20 19:30:32,311 - INFO - [102400/569465] Loss : 0.3764
|
| 747 |
+
2024-05-20 19:30:48,267 - INFO - [153600/569465] Loss : 0.3778
|
| 748 |
+
2024-05-20 19:31:04,340 - INFO - [204800/569465] Loss : 0.3783
|
| 749 |
+
2024-05-20 19:31:20,309 - INFO - [256000/569465] Loss : 0.3787
|
| 750 |
+
2024-05-20 19:31:23,966 - INFO - [268288/569465] Loss : 0.3790
|
| 751 |
+
2024-05-20 19:31:51,752 - INFO - Test loss : 1.2602
|
| 752 |
+
2024-05-20 19:31:51,752 - INFO -
|
| 753 |
+
Epoch 70
|
| 754 |
+
2024-05-20 19:32:08,062 - INFO - [51200/569465] Loss : 0.3739
|
| 755 |
+
2024-05-20 19:32:23,984 - INFO - [102400/569465] Loss : 0.3751
|
| 756 |
+
2024-05-20 19:32:40,359 - INFO - [153600/569465] Loss : 0.3760
|
| 757 |
+
2024-05-20 19:32:56,860 - INFO - [204800/569465] Loss : 0.3773
|
| 758 |
+
2024-05-20 19:33:12,779 - INFO - [256000/569465] Loss : 0.3780
|
| 759 |
+
2024-05-20 19:33:16,391 - INFO - [268288/569465] Loss : 0.3781
|
| 760 |
+
2024-05-20 19:33:43,695 - INFO - Test loss : 1.2583
|
| 761 |
+
2024-05-20 19:33:44,891 - INFO - (93622,)
|
| 762 |
+
2024-05-20 19:34:30,914 - INFO - Split ID: 0
|
| 763 |
+
2024-05-20 19:34:30,914 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 0.98
|
| 764 |
+
2024-05-20 19:34:30,914 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 2.66
|
| 765 |
+
2024-05-20 19:34:30,914 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 4.1
|
| 766 |
+
2024-05-20 19:34:30,915 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 7.08
|
| 767 |
+
2024-05-20 19:34:31,170 - INFO -
|
| 768 |
+
No prior
|
| 769 |
+
2024-05-20 19:34:31,731 - INFO - (95986,)
|
| 770 |
+
2024-05-20 19:34:49,981 - INFO - Split ID: 0
|
| 771 |
+
2024-05-20 19:34:49,982 - INFO - Top 1 (Epoch 70)acc (%): 63.27
|
| 772 |
+
2024-05-20 19:34:49,982 - INFO - Top 3 (Epoch 70)acc (%): 79.82
|
| 773 |
+
2024-05-20 19:34:49,982 - INFO - Top 5 (Epoch 70)acc (%): 84.51
|
| 774 |
+
2024-05-20 19:34:49,982 - INFO - Top 10 (Epoch 70)acc (%): 88.99
|
| 775 |
+
2024-05-20 19:35:46,256 - INFO - Split ID: 0
|
| 776 |
+
2024-05-20 19:35:46,256 - INFO - Top 1 (Epoch 70)acc (%): 67.9
|
| 777 |
+
2024-05-20 19:35:46,256 - INFO - Top 3 (Epoch 70)acc (%): 82.18
|
| 778 |
+
2024-05-20 19:35:46,257 - INFO - Top 5 (Epoch 70)acc (%): 85.99
|
| 779 |
+
2024-05-20 19:35:46,257 - INFO - Top 10 (Epoch 70)acc (%): 89.71
|
| 780 |
+
2024-05-20 19:35:46,286 - INFO -
|
| 781 |
+
Epoch 71
|
| 782 |
+
2024-05-20 19:36:02,551 - INFO - [51200/569465] Loss : 0.3770
|
| 783 |
+
2024-05-20 19:36:18,729 - INFO - [102400/569465] Loss : 0.3768
|
| 784 |
+
2024-05-20 19:36:34,659 - INFO - [153600/569465] Loss : 0.3775
|
| 785 |
+
2024-05-20 19:36:50,455 - INFO - [204800/569465] Loss : 0.3783
|
| 786 |
+
2024-05-20 19:37:07,654 - INFO - [256000/569465] Loss : 0.3786
|
| 787 |
+
2024-05-20 19:37:11,133 - INFO - [268288/569465] Loss : 0.3785
|
| 788 |
+
2024-05-20 19:37:38,366 - INFO - Test loss : 1.2587
|
| 789 |
+
2024-05-20 19:37:38,366 - INFO -
|
| 790 |
+
Epoch 72
|
| 791 |
+
2024-05-20 19:37:54,614 - INFO - [51200/569465] Loss : 0.3756
|
| 792 |
+
2024-05-20 19:38:10,825 - INFO - [102400/569465] Loss : 0.3757
|
| 793 |
+
2024-05-20 19:38:27,004 - INFO - [153600/569465] Loss : 0.3765
|
| 794 |
+
2024-05-20 19:38:42,795 - INFO - [204800/569465] Loss : 0.3780
|
| 795 |
+
2024-05-20 19:38:58,858 - INFO - [256000/569465] Loss : 0.3784
|
| 796 |
+
2024-05-20 19:39:02,481 - INFO - [268288/569465] Loss : 0.3786
|
| 797 |
+
2024-05-20 19:39:28,179 - INFO - Test loss : 1.2664
|
| 798 |
+
2024-05-20 19:39:28,179 - INFO -
|
| 799 |
+
Epoch 73
|
| 800 |
+
2024-05-20 19:39:30,558 - INFO - [51200/569465] Loss : 0.3744
|
| 801 |
+
2024-05-20 19:39:32,815 - INFO - [102400/569465] Loss : 0.3750
|
| 802 |
+
2024-05-20 19:39:35,124 - INFO - [153600/569465] Loss : 0.3760
|
| 803 |
+
2024-05-20 19:39:37,380 - INFO - [204800/569465] Loss : 0.3765
|
| 804 |
+
2024-05-20 19:39:39,635 - INFO - [256000/569465] Loss : 0.3769
|
| 805 |
+
2024-05-20 19:39:40,137 - INFO - [268288/569465] Loss : 0.3770
|
| 806 |
+
2024-05-20 19:39:43,784 - INFO - Test loss : 1.2695
|
| 807 |
+
2024-05-20 19:39:43,784 - INFO -
|
| 808 |
+
Epoch 74
|
| 809 |
+
2024-05-20 19:39:46,179 - INFO - [51200/569465] Loss : 0.3735
|
| 810 |
+
2024-05-20 19:39:48,436 - INFO - [102400/569465] Loss : 0.3749
|
| 811 |
+
2024-05-20 19:39:50,745 - INFO - [153600/569465] Loss : 0.3757
|
| 812 |
+
2024-05-20 19:39:53,003 - INFO - [204800/569465] Loss : 0.3752
|
| 813 |
+
2024-05-20 19:39:55,259 - INFO - [256000/569465] Loss : 0.3760
|
| 814 |
+
2024-05-20 19:39:55,762 - INFO - [268288/569465] Loss : 0.3763
|
| 815 |
+
2024-05-20 19:40:02,697 - INFO - Test loss : 1.2820
|
| 816 |
+
2024-05-20 19:40:02,697 - INFO -
|
| 817 |
+
Epoch 75
|
| 818 |
+
2024-05-20 19:40:09,118 - INFO - [51200/569465] Loss : 0.3760
|
| 819 |
+
2024-05-20 19:40:15,289 - INFO - [102400/569465] Loss : 0.3750
|
| 820 |
+
2024-05-20 19:40:30,494 - INFO - [153600/569465] Loss : 0.3755
|
| 821 |
+
2024-05-20 19:40:46,212 - INFO - [204800/569465] Loss : 0.3761
|
| 822 |
+
2024-05-20 19:41:02,234 - INFO - [256000/569465] Loss : 0.3764
|
| 823 |
+
2024-05-20 19:41:05,857 - INFO - [268288/569465] Loss : 0.3765
|
| 824 |
+
2024-05-20 19:41:33,441 - INFO - Test loss : 1.2779
|
| 825 |
+
2024-05-20 19:41:33,441 - INFO -
|
| 826 |
+
Epoch 76
|
| 827 |
+
2024-05-20 19:41:49,609 - INFO - [51200/569465] Loss : 0.3736
|
| 828 |
+
2024-05-20 19:42:05,476 - INFO - [102400/569465] Loss : 0.3742
|
| 829 |
+
2024-05-20 19:42:21,748 - INFO - [153600/569465] Loss : 0.3749
|
| 830 |
+
2024-05-20 19:42:38,648 - INFO - [204800/569465] Loss : 0.3750
|
| 831 |
+
2024-05-20 19:42:54,334 - INFO - [256000/569465] Loss : 0.3754
|
| 832 |
+
2024-05-20 19:42:57,960 - INFO - [268288/569465] Loss : 0.3755
|
| 833 |
+
2024-05-20 19:43:25,634 - INFO - Test loss : 1.2884
|
| 834 |
+
2024-05-20 19:43:25,634 - INFO -
|
| 835 |
+
Epoch 77
|
| 836 |
+
2024-05-20 19:43:41,900 - INFO - [51200/569465] Loss : 0.3736
|
| 837 |
+
2024-05-20 19:43:57,796 - INFO - [102400/569465] Loss : 0.3744
|
| 838 |
+
2024-05-20 19:44:13,568 - INFO - [153600/569465] Loss : 0.3747
|
| 839 |
+
2024-05-20 19:44:29,629 - INFO - [204800/569465] Loss : 0.3748
|
| 840 |
+
2024-05-20 19:44:45,602 - INFO - [256000/569465] Loss : 0.3750
|
| 841 |
+
2024-05-20 19:44:49,734 - INFO - [268288/569465] Loss : 0.3750
|
| 842 |
+
2024-05-20 19:45:18,256 - INFO - Test loss : 1.3005
|
| 843 |
+
2024-05-20 19:45:18,256 - INFO -
|
| 844 |
+
Epoch 78
|
| 845 |
+
2024-05-20 19:45:34,633 - INFO - [51200/569465] Loss : 0.3726
|
| 846 |
+
2024-05-20 19:45:50,990 - INFO - [102400/569465] Loss : 0.3732
|
| 847 |
+
2024-05-20 19:46:07,039 - INFO - [153600/569465] Loss : 0.3740
|
| 848 |
+
2024-05-20 19:46:22,789 - INFO - [204800/569465] Loss : 0.3745
|
| 849 |
+
2024-05-20 19:46:38,616 - INFO - [256000/569465] Loss : 0.3747
|
| 850 |
+
2024-05-20 19:46:42,143 - INFO - [268288/569465] Loss : 0.3748
|
| 851 |
+
2024-05-20 19:47:09,779 - INFO - Test loss : 1.2898
|
| 852 |
+
2024-05-20 19:47:09,779 - INFO -
|
| 853 |
+
Epoch 79
|
| 854 |
+
2024-05-20 19:47:27,113 - INFO - [51200/569465] Loss : 0.3719
|
| 855 |
+
2024-05-20 19:47:43,241 - INFO - [102400/569465] Loss : 0.3733
|
| 856 |
+
2024-05-20 19:47:59,167 - INFO - [153600/569465] Loss : 0.3737
|
| 857 |
+
2024-05-20 19:48:15,078 - INFO - [204800/569465] Loss : 0.3740
|
| 858 |
+
2024-05-20 19:48:31,277 - INFO - [256000/569465] Loss : 0.3741
|
| 859 |
+
2024-05-20 19:48:34,895 - INFO - [268288/569465] Loss : 0.3742
|
| 860 |
+
2024-05-20 19:49:02,149 - INFO - Test loss : 1.2959
|
| 861 |
+
2024-05-20 19:49:02,149 - INFO -
|
| 862 |
+
Epoch 80
|
| 863 |
+
2024-05-20 19:49:18,782 - INFO - [51200/569465] Loss : 0.3718
|
| 864 |
+
2024-05-20 19:49:35,746 - INFO - [102400/569465] Loss : 0.3717
|
| 865 |
+
2024-05-20 19:49:51,796 - INFO - [153600/569465] Loss : 0.3723
|
| 866 |
+
2024-05-20 19:50:07,700 - INFO - [204800/569465] Loss : 0.3733
|
| 867 |
+
2024-05-20 19:50:23,562 - INFO - [256000/569465] Loss : 0.3735
|
| 868 |
+
2024-05-20 19:50:27,100 - INFO - [268288/569465] Loss : 0.3736
|
| 869 |
+
2024-05-20 19:50:54,301 - INFO - Test loss : 1.3013
|
| 870 |
+
2024-05-20 19:50:55,469 - INFO - (93622,)
|
| 871 |
+
2024-05-20 19:51:41,429 - INFO - Split ID: 0
|
| 872 |
+
2024-05-20 19:51:41,429 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 0.98
|
| 873 |
+
2024-05-20 19:51:41,430 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 2.68
|
| 874 |
+
2024-05-20 19:51:41,430 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 4.12
|
| 875 |
+
2024-05-20 19:51:41,430 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 7.11
|
| 876 |
+
2024-05-20 19:51:41,697 - INFO -
|
| 877 |
+
No prior
|
| 878 |
+
2024-05-20 19:51:42,288 - INFO - (95986,)
|
| 879 |
+
2024-05-20 19:52:00,524 - INFO - Split ID: 0
|
| 880 |
+
2024-05-20 19:52:00,524 - INFO - Top 1 (Epoch 80)acc (%): 63.27
|
| 881 |
+
2024-05-20 19:52:00,525 - INFO - Top 3 (Epoch 80)acc (%): 79.82
|
| 882 |
+
2024-05-20 19:52:00,525 - INFO - Top 5 (Epoch 80)acc (%): 84.51
|
| 883 |
+
2024-05-20 19:52:00,525 - INFO - Top 10 (Epoch 80)acc (%): 88.99
|
| 884 |
+
2024-05-20 19:52:56,714 - INFO - Split ID: 0
|
| 885 |
+
2024-05-20 19:52:56,714 - INFO - Top 1 (Epoch 80)acc (%): 67.71
|
| 886 |
+
2024-05-20 19:52:56,715 - INFO - Top 3 (Epoch 80)acc (%): 81.98
|
| 887 |
+
2024-05-20 19:52:56,715 - INFO - Top 5 (Epoch 80)acc (%): 85.79
|
| 888 |
+
2024-05-20 19:52:56,715 - INFO - Top 10 (Epoch 80)acc (%): 89.55
|
| 889 |
+
2024-05-20 19:52:56,743 - INFO -
|
| 890 |
+
Epoch 81
|
| 891 |
+
2024-05-20 19:53:13,438 - INFO - [51200/569465] Loss : 0.3704
|
| 892 |
+
2024-05-20 19:53:29,299 - INFO - [102400/569465] Loss : 0.3713
|
| 893 |
+
2024-05-20 19:53:45,235 - INFO - [153600/569465] Loss : 0.3714
|
| 894 |
+
2024-05-20 19:54:02,958 - INFO - [204800/569465] Loss : 0.3720
|
| 895 |
+
2024-05-20 19:54:18,708 - INFO - [256000/569465] Loss : 0.3728
|
| 896 |
+
2024-05-20 19:54:22,223 - INFO - [268288/569465] Loss : 0.3731
|
| 897 |
+
2024-05-20 19:54:50,216 - INFO - Test loss : 1.3084
|
| 898 |
+
2024-05-20 19:54:50,216 - INFO -
|
| 899 |
+
Epoch 82
|
| 900 |
+
2024-05-20 19:55:06,514 - INFO - [51200/569465] Loss : 0.3714
|
| 901 |
+
2024-05-20 19:55:22,131 - INFO - [102400/569465] Loss : 0.3721
|
| 902 |
+
2024-05-20 19:55:38,354 - INFO - [153600/569465] Loss : 0.3720
|
| 903 |
+
2024-05-20 19:55:54,303 - INFO - [204800/569465] Loss : 0.3724
|
| 904 |
+
2024-05-20 19:56:10,097 - INFO - [256000/569465] Loss : 0.3726
|
| 905 |
+
2024-05-20 19:56:14,131 - INFO - [268288/569465] Loss : 0.3728
|
| 906 |
+
2024-05-20 19:56:25,075 - INFO - Test loss : 1.3203
|
| 907 |
+
2024-05-20 19:56:25,076 - INFO -
|
| 908 |
+
Epoch 83
|
| 909 |
+
2024-05-20 19:56:27,479 - INFO - [51200/569465] Loss : 0.3755
|
| 910 |
+
2024-05-20 19:56:29,748 - INFO - [102400/569465] Loss : 0.3729
|
| 911 |
+
2024-05-20 19:56:32,065 - INFO - [153600/569465] Loss : 0.3729
|
| 912 |
+
2024-05-20 19:56:34,332 - INFO - [204800/569465] Loss : 0.3730
|
| 913 |
+
2024-05-20 19:56:36,603 - INFO - [256000/569465] Loss : 0.3734
|
| 914 |
+
2024-05-20 19:56:37,108 - INFO - [268288/569465] Loss : 0.3736
|
| 915 |
+
2024-05-20 19:56:40,757 - INFO - Test loss : 1.3190
|
| 916 |
+
2024-05-20 19:56:40,757 - INFO -
|
| 917 |
+
Epoch 84
|
| 918 |
+
2024-05-20 19:56:43,168 - INFO - [51200/569465] Loss : 0.3693
|
| 919 |
+
2024-05-20 19:56:45,440 - INFO - [102400/569465] Loss : 0.3696
|
| 920 |
+
2024-05-20 19:56:47,766 - INFO - [153600/569465] Loss : 0.3705
|
| 921 |
+
2024-05-20 19:56:50,037 - INFO - [204800/569465] Loss : 0.3707
|
| 922 |
+
2024-05-20 19:56:52,305 - INFO - [256000/569465] Loss : 0.3712
|
| 923 |
+
2024-05-20 19:56:53,608 - INFO - [268288/569465] Loss : 0.3713
|
| 924 |
+
2024-05-20 19:57:04,486 - INFO - Test loss : 1.3182
|
| 925 |
+
2024-05-20 19:57:04,486 - INFO -
|
| 926 |
+
Epoch 85
|
| 927 |
+
2024-05-20 19:57:11,939 - INFO - [51200/569465] Loss : 0.3697
|
| 928 |
+
2024-05-20 19:57:27,685 - INFO - [102400/569465] Loss : 0.3704
|
| 929 |
+
2024-05-20 19:57:43,701 - INFO - [153600/569465] Loss : 0.3705
|
| 930 |
+
2024-05-20 19:57:59,939 - INFO - [204800/569465] Loss : 0.3712
|
| 931 |
+
2024-05-20 19:58:15,913 - INFO - [256000/569465] Loss : 0.3715
|
| 932 |
+
2024-05-20 19:58:19,535 - INFO - [268288/569465] Loss : 0.3715
|
| 933 |
+
2024-05-20 19:58:46,805 - INFO - Test loss : 1.3241
|
| 934 |
+
2024-05-20 19:58:46,805 - INFO -
|
| 935 |
+
Epoch 86
|
| 936 |
+
2024-05-20 19:59:03,372 - INFO - [51200/569465] Loss : 0.3666
|
| 937 |
+
2024-05-20 19:59:19,193 - INFO - [102400/569465] Loss : 0.3689
|
| 938 |
+
2024-05-20 19:59:36,383 - INFO - [153600/569465] Loss : 0.3702
|
| 939 |
+
2024-05-20 19:59:52,300 - INFO - [204800/569465] Loss : 0.3706
|
| 940 |
+
2024-05-20 20:00:08,569 - INFO - [256000/569465] Loss : 0.3711
|
| 941 |
+
2024-05-20 20:00:12,222 - INFO - [268288/569465] Loss : 0.3712
|
| 942 |
+
2024-05-20 20:00:39,764 - INFO - Test loss : 1.3275
|
| 943 |
+
2024-05-20 20:00:39,764 - INFO -
|
| 944 |
+
Epoch 87
|
| 945 |
+
2024-05-20 20:00:56,496 - INFO - [51200/569465] Loss : 0.3708
|
| 946 |
+
2024-05-20 20:01:12,656 - INFO - [102400/569465] Loss : 0.3696
|
| 947 |
+
2024-05-20 20:01:28,538 - INFO - [153600/569465] Loss : 0.3701
|
| 948 |
+
2024-05-20 20:01:44,916 - INFO - [204800/569465] Loss : 0.3707
|
| 949 |
+
2024-05-20 20:02:01,424 - INFO - [256000/569465] Loss : 0.3708
|
| 950 |
+
2024-05-20 20:02:05,046 - INFO - [268288/569465] Loss : 0.3709
|
| 951 |
+
2024-05-20 20:02:32,596 - INFO - Test loss : 1.3287
|
| 952 |
+
2024-05-20 20:02:32,596 - INFO -
|
| 953 |
+
Epoch 88
|
| 954 |
+
2024-05-20 20:02:48,913 - INFO - [51200/569465] Loss : 0.3673
|
| 955 |
+
2024-05-20 20:03:05,098 - INFO - [102400/569465] Loss : 0.3679
|
| 956 |
+
2024-05-20 20:03:21,052 - INFO - [153600/569465] Loss : 0.3687
|
| 957 |
+
2024-05-20 20:03:36,948 - INFO - [204800/569465] Loss : 0.3690
|
| 958 |
+
2024-05-20 20:03:52,810 - INFO - [256000/569465] Loss : 0.3699
|
| 959 |
+
2024-05-20 20:03:56,465 - INFO - [268288/569465] Loss : 0.3700
|
| 960 |
+
2024-05-20 20:04:25,305 - INFO - Test loss : 1.3243
|
| 961 |
+
2024-05-20 20:04:25,305 - INFO -
|
| 962 |
+
Epoch 89
|
| 963 |
+
2024-05-20 20:04:41,765 - INFO - [51200/569465] Loss : 0.3678
|
| 964 |
+
2024-05-20 20:04:57,957 - INFO - [102400/569465] Loss : 0.3685
|
| 965 |
+
2024-05-20 20:05:14,166 - INFO - [153600/569465] Loss : 0.3695
|
| 966 |
+
2024-05-20 20:05:30,035 - INFO - [204800/569465] Loss : 0.3695
|
| 967 |
+
2024-05-20 20:05:45,985 - INFO - [256000/569465] Loss : 0.3696
|
| 968 |
+
2024-05-20 20:05:49,637 - INFO - [268288/569465] Loss : 0.3697
|
| 969 |
+
2024-05-20 20:06:17,578 - INFO - Test loss : 1.3313
|
| 970 |
+
2024-05-20 20:06:17,578 - INFO -
|
| 971 |
+
Epoch 90
|
| 972 |
+
2024-05-20 20:06:35,801 - INFO - [51200/569465] Loss : 0.3677
|
| 973 |
+
2024-05-20 20:06:51,409 - INFO - [102400/569465] Loss : 0.3692
|
| 974 |
+
2024-05-20 20:07:07,431 - INFO - [153600/569465] Loss : 0.3689
|
| 975 |
+
2024-05-20 20:07:23,422 - INFO - [204800/569465] Loss : 0.3691
|
| 976 |
+
2024-05-20 20:07:39,296 - INFO - [256000/569465] Loss : 0.3695
|
| 977 |
+
2024-05-20 20:07:42,900 - INFO - [268288/569465] Loss : 0.3696
|
| 978 |
+
2024-05-20 20:08:10,588 - INFO - Test loss : 1.3467
|
| 979 |
+
2024-05-20 20:08:11,850 - INFO - (93622,)
|
| 980 |
+
2024-05-20 20:08:57,864 - INFO - Split ID: 0
|
| 981 |
+
2024-05-20 20:08:57,865 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 1.02
|
| 982 |
+
2024-05-20 20:08:57,865 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 2.62
|
| 983 |
+
2024-05-20 20:08:57,865 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 4.08
|
| 984 |
+
2024-05-20 20:08:57,865 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 7.22
|
| 985 |
+
2024-05-20 20:08:58,117 - INFO -
|
| 986 |
+
No prior
|
| 987 |
+
2024-05-20 20:08:58,670 - INFO - (95986,)
|
| 988 |
+
2024-05-20 20:09:16,803 - INFO - Split ID: 0
|
| 989 |
+
2024-05-20 20:09:16,804 - INFO - Top 1 (Epoch 90)acc (%): 63.27
|
| 990 |
+
2024-05-20 20:09:16,804 - INFO - Top 3 (Epoch 90)acc (%): 79.82
|
| 991 |
+
2024-05-20 20:09:16,804 - INFO - Top 5 (Epoch 90)acc (%): 84.51
|
| 992 |
+
2024-05-20 20:09:16,804 - INFO - Top 10 (Epoch 90)acc (%): 88.99
|
| 993 |
+
2024-05-20 20:10:13,090 - INFO - Split ID: 0
|
| 994 |
+
2024-05-20 20:10:13,090 - INFO - Top 1 (Epoch 90)acc (%): 67.55
|
| 995 |
+
2024-05-20 20:10:13,090 - INFO - Top 3 (Epoch 90)acc (%): 81.79
|
| 996 |
+
2024-05-20 20:10:13,091 - INFO - Top 5 (Epoch 90)acc (%): 85.59
|
| 997 |
+
2024-05-20 20:10:13,091 - INFO - Top 10 (Epoch 90)acc (%): 89.37
|
| 998 |
+
2024-05-20 20:10:13,120 - INFO -
|
| 999 |
+
Epoch 91
|
| 1000 |
+
2024-05-20 20:10:29,335 - INFO - [51200/569465] Loss : 0.3677
|
| 1001 |
+
2024-05-20 20:10:45,728 - INFO - [102400/569465] Loss : 0.3678
|
| 1002 |
+
2024-05-20 20:11:02,187 - INFO - [153600/569465] Loss : 0.3675
|
| 1003 |
+
2024-05-20 20:11:18,450 - INFO - [204800/569465] Loss : 0.3684
|
| 1004 |
+
2024-05-20 20:11:34,208 - INFO - [256000/569465] Loss : 0.3691
|
| 1005 |
+
2024-05-20 20:11:37,822 - INFO - [268288/569465] Loss : 0.3695
|
| 1006 |
+
2024-05-20 20:12:05,025 - INFO - Test loss : 1.3421
|
| 1007 |
+
2024-05-20 20:12:05,025 - INFO -
|
| 1008 |
+
Epoch 92
|
| 1009 |
+
2024-05-20 20:12:21,133 - INFO - [51200/569465] Loss : 0.3676
|
| 1010 |
+
2024-05-20 20:12:36,851 - INFO - [102400/569465] Loss : 0.3680
|
| 1011 |
+
2024-05-20 20:12:52,736 - INFO - [153600/569465] Loss : 0.3682
|
| 1012 |
+
2024-05-20 20:13:10,385 - INFO - [204800/569465] Loss : 0.3682
|
| 1013 |
+
2024-05-20 20:13:15,201 - INFO - [256000/569465] Loss : 0.3684
|
| 1014 |
+
2024-05-20 20:13:15,705 - INFO - [268288/569465] Loss : 0.3686
|
| 1015 |
+
2024-05-20 20:13:19,337 - INFO - Test loss : 1.3462
|
| 1016 |
+
2024-05-20 20:13:19,338 - INFO -
|
| 1017 |
+
Epoch 93
|
| 1018 |
+
2024-05-20 20:13:21,737 - INFO - [51200/569465] Loss : 0.3671
|
| 1019 |
+
2024-05-20 20:13:24,002 - INFO - [102400/569465] Loss : 0.3681
|
| 1020 |
+
2024-05-20 20:13:26,321 - INFO - [153600/569465] Loss : 0.3684
|
| 1021 |
+
2024-05-20 20:13:28,584 - INFO - [204800/569465] Loss : 0.3690
|
| 1022 |
+
2024-05-20 20:13:30,847 - INFO - [256000/569465] Loss : 0.3690
|
| 1023 |
+
2024-05-20 20:13:31,351 - INFO - [268288/569465] Loss : 0.3691
|
| 1024 |
+
2024-05-20 20:13:34,990 - INFO - Test loss : 1.3460
|
| 1025 |
+
2024-05-20 20:13:34,990 - INFO -
|
| 1026 |
+
Epoch 94
|
| 1027 |
+
2024-05-20 20:13:37,392 - INFO - [51200/569465] Loss : 0.3679
|
| 1028 |
+
2024-05-20 20:13:39,655 - INFO - [102400/569465] Loss : 0.3669
|
| 1029 |
+
2024-05-20 20:13:41,975 - INFO - [153600/569465] Loss : 0.3673
|
| 1030 |
+
2024-05-20 20:13:45,650 - INFO - [204800/569465] Loss : 0.3677
|
| 1031 |
+
2024-05-20 20:13:51,911 - INFO - [256000/569465] Loss : 0.3681
|
| 1032 |
+
2024-05-20 20:13:53,314 - INFO - [268288/569465] Loss : 0.3681
|
| 1033 |
+
2024-05-20 20:14:08,011 - INFO - Test loss : 1.3592
|
| 1034 |
+
2024-05-20 20:14:08,012 - INFO -
|
| 1035 |
+
Epoch 95
|
| 1036 |
+
2024-05-20 20:14:24,041 - INFO - [51200/569465] Loss : 0.3646
|
| 1037 |
+
2024-05-20 20:14:40,168 - INFO - [102400/569465] Loss : 0.3657
|
| 1038 |
+
2024-05-20 20:14:56,012 - INFO - [153600/569465] Loss : 0.3659
|
| 1039 |
+
2024-05-20 20:15:11,940 - INFO - [204800/569465] Loss : 0.3662
|
| 1040 |
+
2024-05-20 20:15:28,218 - INFO - [256000/569465] Loss : 0.3672
|
| 1041 |
+
2024-05-20 20:15:31,414 - INFO - [268288/569465] Loss : 0.3672
|
| 1042 |
+
2024-05-20 20:15:59,421 - INFO - Test loss : 1.3537
|
| 1043 |
+
2024-05-20 20:15:59,421 - INFO -
|
| 1044 |
+
Epoch 96
|
| 1045 |
+
2024-05-20 20:16:17,134 - INFO - [51200/569465] Loss : 0.3648
|
| 1046 |
+
2024-05-20 20:16:33,451 - INFO - [102400/569465] Loss : 0.3649
|
| 1047 |
+
2024-05-20 20:16:49,228 - INFO - [153600/569465] Loss : 0.3660
|
| 1048 |
+
2024-05-20 20:17:05,145 - INFO - [204800/569465] Loss : 0.3666
|
| 1049 |
+
2024-05-20 20:17:21,462 - INFO - [256000/569465] Loss : 0.3671
|
| 1050 |
+
2024-05-20 20:17:24,744 - INFO - [268288/569465] Loss : 0.3673
|
| 1051 |
+
2024-05-20 20:17:52,492 - INFO - Test loss : 1.3578
|
| 1052 |
+
2024-05-20 20:17:52,492 - INFO -
|
| 1053 |
+
Epoch 97
|
| 1054 |
+
2024-05-20 20:18:09,019 - INFO - [51200/569465] Loss : 0.3646
|
| 1055 |
+
2024-05-20 20:18:25,291 - INFO - [102400/569465] Loss : 0.3659
|
| 1056 |
+
2024-05-20 20:18:42,797 - INFO - [153600/569465] Loss : 0.3660
|
| 1057 |
+
2024-05-20 20:18:57,886 - INFO - [204800/569465] Loss : 0.3662
|
| 1058 |
+
2024-05-20 20:19:14,211 - INFO - [256000/569465] Loss : 0.3669
|
| 1059 |
+
2024-05-20 20:19:17,500 - INFO - [268288/569465] Loss : 0.3670
|
| 1060 |
+
2024-05-20 20:19:45,451 - INFO - Test loss : 1.3598
|
| 1061 |
+
2024-05-20 20:19:45,451 - INFO -
|
| 1062 |
+
Epoch 98
|
| 1063 |
+
2024-05-20 20:20:01,742 - INFO - [51200/569465] Loss : 0.3659
|
| 1064 |
+
2024-05-20 20:20:17,933 - INFO - [102400/569465] Loss : 0.3660
|
| 1065 |
+
2024-05-20 20:20:33,744 - INFO - [153600/569465] Loss : 0.3664
|
| 1066 |
+
2024-05-20 20:20:49,457 - INFO - [204800/569465] Loss : 0.3667
|
| 1067 |
+
2024-05-20 20:21:06,713 - INFO - [256000/569465] Loss : 0.3672
|
| 1068 |
+
2024-05-20 20:21:10,317 - INFO - [268288/569465] Loss : 0.3674
|
| 1069 |
+
2024-05-20 20:21:37,393 - INFO - Test loss : 1.3552
|
| 1070 |
+
2024-05-20 20:21:37,393 - INFO -
|
| 1071 |
+
Epoch 99
|
| 1072 |
+
2024-05-20 20:21:54,020 - INFO - [51200/569465] Loss : 0.3651
|
| 1073 |
+
2024-05-20 20:22:09,711 - INFO - [102400/569465] Loss : 0.3656
|
| 1074 |
+
2024-05-20 20:22:25,563 - INFO - [153600/569465] Loss : 0.3661
|
| 1075 |
+
2024-05-20 20:22:41,730 - INFO - [204800/569465] Loss : 0.3664
|
| 1076 |
+
2024-05-20 20:22:57,388 - INFO - [256000/569465] Loss : 0.3665
|
| 1077 |
+
2024-05-20 20:23:00,973 - INFO - [268288/569465] Loss : 0.3669
|
| 1078 |
+
2024-05-20 20:23:29,637 - INFO - Test loss : 1.3678
|
| 1079 |
+
2024-05-20 20:23:29,637 - INFO - Saving output model to ../models/wrap/model_inat_2017_wrap_inception_v3_0.0050_64_0.1000000_1_512.pth.tar
|
| 1080 |
+
2024-05-20 20:23:29,711 - INFO - Saving output model to ../models/wrap/model_inat_2017_wrap_inception_v3_0.0050_64_0.1000000_1_512.pth.tar
|
| 1081 |
+
2024-05-20 20:23:29,954 - INFO -
|
| 1082 |
+
No prior
|
| 1083 |
+
2024-05-20 20:23:30,512 - INFO - (95986,)
|
| 1084 |
+
2024-05-20 20:23:48,605 - INFO - Split ID: 0
|
| 1085 |
+
2024-05-20 20:23:48,606 - INFO - Top 1 acc (%): 63.27
|
| 1086 |
+
2024-05-20 20:23:48,606 - INFO - Top 3 acc (%): 79.82
|
| 1087 |
+
2024-05-20 20:23:48,606 - INFO - Top 5 acc (%): 84.51
|
| 1088 |
+
2024-05-20 20:23:48,606 - INFO - Top 10 acc (%): 88.99
|
| 1089 |
+
2024-05-20 20:24:45,054 - INFO - Split ID: 0
|
| 1090 |
+
2024-05-20 20:24:45,055 - INFO - Top 1 acc (%): 67.47
|
| 1091 |
+
2024-05-20 20:24:45,055 - INFO - Top 3 acc (%): 81.71
|
| 1092 |
+
2024-05-20 20:24:45,055 - INFO - Top 5 acc (%): 85.51
|
| 1093 |
+
2024-05-20 20:24:45,055 - INFO - Top 10 acc (%): 89.29
|
| 1094 |
+
2024-05-20 20:24:45,085 - INFO -
|
| 1095 |
+
wrap
|
| 1096 |
+
2024-05-20 20:24:45,085 - INFO - Model : model_inat_2017_wrap_inception_v3_0.0050_64_0.1000000_1_512.pth.tar
|
| 1097 |
+
2024-05-20 20:24:46,278 - INFO - (93622,)
|
| 1098 |
+
2024-05-20 20:25:32,223 - INFO - Split ID: 0
|
| 1099 |
+
2024-05-20 20:25:32,223 - INFO - Top 1 LocEnc acc (%): 1.01
|
| 1100 |
+
2024-05-20 20:25:32,223 - INFO - Top 3 LocEnc acc (%): 2.63
|
| 1101 |
+
2024-05-20 20:25:32,224 - INFO - Top 5 LocEnc acc (%): 4.11
|
| 1102 |
+
2024-05-20 20:25:32,224 - INFO - Top 10 LocEnc acc (%): 7.17
|