Upload data/model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.log with huggingface_hub
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data/model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.log
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| 1 |
+
2024-05-28 17:44:32,051 - INFO -
|
| 2 |
+
num_classes 8142
|
| 3 |
+
2024-05-28 17:44:32,051 - INFO - num train 436063
|
| 4 |
+
2024-05-28 17:44:32,051 - INFO - num val 24343
|
| 5 |
+
2024-05-28 17:44:32,051 - INFO - train loss full_loss
|
| 6 |
+
2024-05-28 17:44:32,051 - INFO - model name ../models/sphere2vec_sphereMplus/model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 7 |
+
2024-05-28 17:44:32,051 - INFO - num users 18643
|
| 8 |
+
2024-05-28 17:44:32,515 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-28 17:46:15,958 - INFO - [51200/436063] Loss : 1.7353
|
| 11 |
+
2024-05-28 17:47:56,900 - INFO - [102400/436063] Loss : 1.5531
|
| 12 |
+
2024-05-28 17:49:37,219 - INFO - [153600/436063] Loss : 1.4496
|
| 13 |
+
2024-05-28 17:51:16,738 - INFO - [204800/436063] Loss : 1.3767
|
| 14 |
+
2024-05-28 17:52:57,630 - INFO - [256000/436063] Loss : 1.3180
|
| 15 |
+
2024-05-28 17:53:09,108 - INFO - [262144/436063] Loss : 1.3119
|
| 16 |
+
2024-05-28 17:53:56,811 - INFO - Test loss : 0.6291
|
| 17 |
+
2024-05-28 17:53:56,812 - INFO -
|
| 18 |
+
Epoch 1
|
| 19 |
+
2024-05-28 17:55:40,033 - INFO - [51200/436063] Loss : 0.9942
|
| 20 |
+
2024-05-28 17:57:21,451 - INFO - [102400/436063] Loss : 0.9696
|
| 21 |
+
2024-05-28 17:59:05,955 - INFO - [153600/436063] Loss : 0.9477
|
| 22 |
+
2024-05-28 18:00:46,026 - INFO - [204800/436063] Loss : 0.9253
|
| 23 |
+
2024-05-28 18:02:27,519 - INFO - [256000/436063] Loss : 0.9063
|
| 24 |
+
2024-05-28 18:02:38,921 - INFO - [262144/436063] Loss : 0.9041
|
| 25 |
+
2024-05-28 18:03:26,885 - INFO - Test loss : 0.3610
|
| 26 |
+
2024-05-28 18:03:26,885 - INFO -
|
| 27 |
+
Epoch 2
|
| 28 |
+
2024-05-28 18:05:10,666 - INFO - [51200/436063] Loss : 0.7769
|
| 29 |
+
2024-05-28 18:06:52,716 - INFO - [102400/436063] Loss : 0.7710
|
| 30 |
+
2024-05-28 18:08:34,170 - INFO - [153600/436063] Loss : 0.7636
|
| 31 |
+
2024-05-28 18:10:15,552 - INFO - [204800/436063] Loss : 0.7574
|
| 32 |
+
2024-05-28 18:11:56,831 - INFO - [256000/436063] Loss : 0.7500
|
| 33 |
+
2024-05-28 18:12:08,293 - INFO - [262144/436063] Loss : 0.7491
|
| 34 |
+
2024-05-28 18:12:56,044 - INFO - Test loss : 0.2732
|
| 35 |
+
2024-05-28 18:12:56,044 - INFO -
|
| 36 |
+
Epoch 3
|
| 37 |
+
2024-05-28 18:14:39,631 - INFO - [51200/436063] Loss : 0.6928
|
| 38 |
+
2024-05-28 18:16:21,156 - INFO - [102400/436063] Loss : 0.6913
|
| 39 |
+
2024-05-28 18:18:02,842 - INFO - [153600/436063] Loss : 0.6885
|
| 40 |
+
2024-05-28 18:19:44,053 - INFO - [204800/436063] Loss : 0.6853
|
| 41 |
+
2024-05-28 18:21:25,275 - INFO - [256000/436063] Loss : 0.6821
|
| 42 |
+
2024-05-28 18:21:36,833 - INFO - [262144/436063] Loss : 0.6816
|
| 43 |
+
2024-05-28 18:22:25,076 - INFO - Test loss : 0.2326
|
| 44 |
+
2024-05-28 18:22:25,077 - INFO -
|
| 45 |
+
Epoch 4
|
| 46 |
+
2024-05-28 18:24:08,503 - INFO - [51200/436063] Loss : 0.6488
|
| 47 |
+
2024-05-28 18:25:42,158 - INFO - [102400/436063] Loss : 0.6471
|
| 48 |
+
2024-05-28 18:27:24,167 - INFO - [153600/436063] Loss : 0.6454
|
| 49 |
+
2024-05-28 18:29:07,909 - INFO - [204800/436063] Loss : 0.6432
|
| 50 |
+
2024-05-28 18:30:49,481 - INFO - [256000/436063] Loss : 0.6410
|
| 51 |
+
2024-05-28 18:31:00,973 - INFO - [262144/436063] Loss : 0.6406
|
| 52 |
+
2024-05-28 18:31:48,857 - INFO - Test loss : 0.2045
|
| 53 |
+
2024-05-28 18:31:48,858 - INFO -
|
| 54 |
+
Epoch 5
|
| 55 |
+
2024-05-28 18:33:32,734 - INFO - [51200/436063] Loss : 0.6151
|
| 56 |
+
2024-05-28 18:35:14,332 - INFO - [102400/436063] Loss : 0.6164
|
| 57 |
+
2024-05-28 18:36:55,821 - INFO - [153600/436063] Loss : 0.6159
|
| 58 |
+
2024-05-28 18:38:37,093 - INFO - [204800/436063] Loss : 0.6143
|
| 59 |
+
2024-05-28 18:40:18,281 - INFO - [256000/436063] Loss : 0.6121
|
| 60 |
+
2024-05-28 18:40:29,781 - INFO - [262144/436063] Loss : 0.6120
|
| 61 |
+
2024-05-28 18:41:17,651 - INFO - Test loss : 0.2169
|
| 62 |
+
2024-05-28 18:41:17,651 - INFO -
|
| 63 |
+
Epoch 6
|
| 64 |
+
2024-05-28 18:43:01,989 - INFO - [51200/436063] Loss : 0.5896
|
| 65 |
+
2024-05-28 18:44:43,967 - INFO - [102400/436063] Loss : 0.5903
|
| 66 |
+
2024-05-28 18:46:25,552 - INFO - [153600/436063] Loss : 0.5900
|
| 67 |
+
2024-05-28 18:48:06,806 - INFO - [204800/436063] Loss : 0.5899
|
| 68 |
+
2024-05-28 18:49:47,986 - INFO - [256000/436063] Loss : 0.5889
|
| 69 |
+
2024-05-28 18:49:59,361 - INFO - [262144/436063] Loss : 0.5888
|
| 70 |
+
2024-05-28 18:50:47,200 - INFO - Test loss : 0.2021
|
| 71 |
+
2024-05-28 18:50:47,200 - INFO -
|
| 72 |
+
Epoch 7
|
| 73 |
+
2024-05-28 18:52:30,838 - INFO - [51200/436063] Loss : 0.5704
|
| 74 |
+
2024-05-28 18:54:12,399 - INFO - [102400/436063] Loss : 0.5706
|
| 75 |
+
2024-05-28 18:55:53,706 - INFO - [153600/436063] Loss : 0.5704
|
| 76 |
+
2024-05-28 18:57:34,930 - INFO - [204800/436063] Loss : 0.5707
|
| 77 |
+
2024-05-28 18:59:16,433 - INFO - [256000/436063] Loss : 0.5709
|
| 78 |
+
2024-05-28 18:59:27,876 - INFO - [262144/436063] Loss : 0.5711
|
| 79 |
+
2024-05-28 19:00:15,762 - INFO - Test loss : 0.1845
|
| 80 |
+
2024-05-28 19:00:15,768 - INFO -
|
| 81 |
+
Epoch 8
|
| 82 |
+
2024-05-28 19:01:59,312 - INFO - [51200/436063] Loss : 0.5529
|
| 83 |
+
2024-05-28 19:03:40,963 - INFO - [102400/436063] Loss : 0.5555
|
| 84 |
+
2024-05-28 19:05:23,072 - INFO - [153600/436063] Loss : 0.5557
|
| 85 |
+
2024-05-28 19:07:04,430 - INFO - [204800/436063] Loss : 0.5544
|
| 86 |
+
2024-05-28 19:08:45,972 - INFO - [256000/436063] Loss : 0.5547
|
| 87 |
+
2024-05-28 19:08:57,424 - INFO - [262144/436063] Loss : 0.5548
|
| 88 |
+
2024-05-28 19:09:45,331 - INFO - Test loss : 0.1914
|
| 89 |
+
2024-05-28 19:09:45,336 - INFO -
|
| 90 |
+
Epoch 9
|
| 91 |
+
2024-05-28 19:11:29,071 - INFO - [51200/436063] Loss : 0.5414
|
| 92 |
+
2024-05-28 19:13:10,580 - INFO - [102400/436063] Loss : 0.5420
|
| 93 |
+
2024-05-28 19:14:51,715 - INFO - [153600/436063] Loss : 0.5433
|
| 94 |
+
2024-05-28 19:16:32,829 - INFO - [204800/436063] Loss : 0.5428
|
| 95 |
+
2024-05-28 19:18:12,870 - INFO - [256000/436063] Loss : 0.5428
|
| 96 |
+
2024-05-28 19:18:22,825 - INFO - [262144/436063] Loss : 0.5429
|
| 97 |
+
2024-05-28 19:19:08,994 - INFO - Test loss : 0.1733
|
| 98 |
+
2024-05-28 19:19:08,994 - INFO -
|
| 99 |
+
Epoch 10
|
| 100 |
+
2024-05-28 19:20:54,172 - INFO - [51200/436063] Loss : 0.5287
|
| 101 |
+
2024-05-28 19:22:35,816 - INFO - [102400/436063] Loss : 0.5306
|
| 102 |
+
2024-05-28 19:24:17,095 - INFO - [153600/436063] Loss : 0.5312
|
| 103 |
+
2024-05-28 19:25:54,535 - INFO - [204800/436063] Loss : 0.5316
|
| 104 |
+
2024-05-28 19:27:38,239 - INFO - [256000/436063] Loss : 0.5321
|
| 105 |
+
2024-05-28 19:27:49,729 - INFO - [262144/436063] Loss : 0.5321
|
| 106 |
+
2024-05-28 19:28:37,606 - INFO - Test loss : 0.1820
|
| 107 |
+
2024-05-28 19:28:38,594 - INFO - (24343,)
|
| 108 |
+
2024-05-28 19:29:02,620 - INFO - Split ID: 0
|
| 109 |
+
2024-05-28 19:29:02,633 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 0.34
|
| 110 |
+
2024-05-28 19:29:02,635 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 0.87
|
| 111 |
+
2024-05-28 19:29:02,636 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 1.43
|
| 112 |
+
2024-05-28 19:29:02,637 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 3.01
|
| 113 |
+
2024-05-28 19:29:02,761 - INFO -
|
| 114 |
+
No prior
|
| 115 |
+
2024-05-28 19:29:03,030 - INFO - (24426,)
|
| 116 |
+
2024-05-28 19:29:14,872 - INFO - Split ID: 0
|
| 117 |
+
2024-05-28 19:29:14,872 - INFO - Top 1 (Epoch 10)acc (%): 60.2
|
| 118 |
+
2024-05-28 19:29:14,873 - INFO - Top 3 (Epoch 10)acc (%): 77.9
|
| 119 |
+
2024-05-28 19:29:14,873 - INFO - Top 5 (Epoch 10)acc (%): 83.29
|
| 120 |
+
2024-05-28 19:29:14,873 - INFO - Top 10 (Epoch 10)acc (%): 88.5
|
| 121 |
+
2024-05-28 19:30:03,877 - INFO - Split ID: 0
|
| 122 |
+
2024-05-28 19:30:03,877 - INFO - Top 1 (Epoch 10)acc (%): 70.43
|
| 123 |
+
2024-05-28 19:30:03,878 - INFO - Top 3 (Epoch 10)acc (%): 86.01
|
| 124 |
+
2024-05-28 19:30:03,878 - INFO - Top 5 (Epoch 10)acc (%): 89.85
|
| 125 |
+
2024-05-28 19:30:03,878 - INFO - Top 10 (Epoch 10)acc (%): 93.19
|
| 126 |
+
2024-05-28 19:30:52,840 - INFO - Split ID: 0
|
| 127 |
+
2024-05-28 19:30:52,841 - INFO - Top 1 (Epoch 10)acc (%): 70.43
|
| 128 |
+
2024-05-28 19:30:52,841 - INFO - for optuna top1: 70.43
|
| 129 |
+
2024-05-28 19:30:52,841 - INFO - Top 3 (Epoch 10)acc (%): 86.01
|
| 130 |
+
2024-05-28 19:30:52,841 - INFO - Top 5 (Epoch 10)acc (%): 89.85
|
| 131 |
+
2024-05-28 19:30:52,841 - INFO - Top 10 (Epoch 10)acc (%): 93.19
|
| 132 |
+
2024-05-28 19:30:52,842 - INFO -
|
| 133 |
+
Epoch 11
|
| 134 |
+
2024-05-28 19:32:36,473 - INFO - [51200/436063] Loss : 0.5194
|
| 135 |
+
2024-05-28 19:34:17,928 - INFO - [102400/436063] Loss : 0.5212
|
| 136 |
+
2024-05-28 19:35:59,407 - INFO - [153600/436063] Loss : 0.5222
|
| 137 |
+
2024-05-28 19:37:40,589 - INFO - [204800/436063] Loss : 0.5229
|
| 138 |
+
2024-05-28 19:39:21,781 - INFO - [256000/436063] Loss : 0.5231
|
| 139 |
+
2024-05-28 19:39:33,241 - INFO - [262144/436063] Loss : 0.5230
|
| 140 |
+
2024-05-28 19:40:21,127 - INFO - Test loss : 0.1790
|
| 141 |
+
2024-05-28 19:40:21,127 - INFO -
|
| 142 |
+
Epoch 12
|
| 143 |
+
2024-05-28 19:42:04,961 - INFO - [51200/436063] Loss : 0.5136
|
| 144 |
+
2024-05-28 19:43:46,481 - INFO - [102400/436063] Loss : 0.5140
|
| 145 |
+
2024-05-28 19:45:28,134 - INFO - [153600/436063] Loss : 0.5146
|
| 146 |
+
2024-05-28 19:47:10,402 - INFO - [204800/436063] Loss : 0.5147
|
| 147 |
+
2024-05-28 19:48:51,784 - INFO - [256000/436063] Loss : 0.5154
|
| 148 |
+
2024-05-28 19:49:03,206 - INFO - [262144/436063] Loss : 0.5154
|
| 149 |
+
2024-05-28 19:49:50,971 - INFO - Test loss : 0.1762
|
| 150 |
+
2024-05-28 19:49:50,972 - INFO -
|
| 151 |
+
Epoch 13
|
| 152 |
+
2024-05-28 19:51:34,516 - INFO - [51200/436063] Loss : 0.5045
|
| 153 |
+
2024-05-28 19:53:16,045 - INFO - [102400/436063] Loss : 0.5060
|
| 154 |
+
2024-05-28 19:54:57,496 - INFO - [153600/436063] Loss : 0.5072
|
| 155 |
+
2024-05-28 19:56:38,873 - INFO - [204800/436063] Loss : 0.5072
|
| 156 |
+
2024-05-28 19:58:20,371 - INFO - [256000/436063] Loss : 0.5081
|
| 157 |
+
2024-05-28 19:58:31,827 - INFO - [262144/436063] Loss : 0.5080
|
| 158 |
+
2024-05-28 19:59:19,741 - INFO - Test loss : 0.1891
|
| 159 |
+
2024-05-28 19:59:19,741 - INFO -
|
| 160 |
+
Epoch 14
|
| 161 |
+
2024-05-28 20:01:03,173 - INFO - [51200/436063] Loss : 0.4965
|
| 162 |
+
2024-05-28 20:02:44,428 - INFO - [102400/436063] Loss : 0.4999
|
| 163 |
+
2024-05-28 20:04:26,252 - INFO - [153600/436063] Loss : 0.5007
|
| 164 |
+
2024-05-28 20:06:07,690 - INFO - [204800/436063] Loss : 0.5009
|
| 165 |
+
2024-05-28 20:07:50,191 - INFO - [256000/436063] Loss : 0.5010
|
| 166 |
+
2024-05-28 20:08:01,652 - INFO - [262144/436063] Loss : 0.5011
|
| 167 |
+
2024-05-28 20:08:49,485 - INFO - Test loss : 0.1839
|
| 168 |
+
2024-05-28 20:08:49,486 - INFO -
|
| 169 |
+
Epoch 15
|
| 170 |
+
2024-05-28 20:10:33,236 - INFO - [51200/436063] Loss : 0.4955
|
| 171 |
+
2024-05-28 20:12:14,456 - INFO - [102400/436063] Loss : 0.4944
|
| 172 |
+
2024-05-28 20:13:55,728 - INFO - [153600/436063] Loss : 0.4944
|
| 173 |
+
2024-05-28 20:15:37,093 - INFO - [204800/436063] Loss : 0.4952
|
| 174 |
+
2024-05-28 20:17:18,703 - INFO - [256000/436063] Loss : 0.4957
|
| 175 |
+
2024-05-28 20:17:30,183 - INFO - [262144/436063] Loss : 0.4957
|
| 176 |
+
2024-05-28 20:18:18,108 - INFO - Test loss : 0.1834
|
| 177 |
+
2024-05-28 20:18:18,108 - INFO -
|
| 178 |
+
Epoch 16
|
| 179 |
+
2024-05-28 20:20:01,962 - INFO - [51200/436063] Loss : 0.4861
|
| 180 |
+
2024-05-28 20:21:43,562 - INFO - [102400/436063] Loss : 0.4877
|
| 181 |
+
2024-05-28 20:23:25,227 - INFO - [153600/436063] Loss : 0.4895
|
| 182 |
+
2024-05-28 20:25:06,445 - INFO - [204800/436063] Loss : 0.4904
|
| 183 |
+
2024-05-28 20:26:39,661 - INFO - [256000/436063] Loss : 0.4903
|
| 184 |
+
2024-05-28 20:26:49,682 - INFO - [262144/436063] Loss : 0.4903
|
| 185 |
+
2024-05-28 20:27:36,975 - INFO - Test loss : 0.1845
|
| 186 |
+
2024-05-28 20:27:36,976 - INFO -
|
| 187 |
+
Epoch 17
|
| 188 |
+
2024-05-28 20:29:26,063 - INFO - [51200/436063] Loss : 0.4819
|
| 189 |
+
2024-05-28 20:31:07,688 - INFO - [102400/436063] Loss : 0.4841
|
| 190 |
+
2024-05-28 20:32:49,294 - INFO - [153600/436063] Loss : 0.4846
|
| 191 |
+
2024-05-28 20:34:30,723 - INFO - [204800/436063] Loss : 0.4852
|
| 192 |
+
2024-05-28 20:36:12,192 - INFO - [256000/436063] Loss : 0.4853
|
| 193 |
+
2024-05-28 20:36:23,689 - INFO - [262144/436063] Loss : 0.4854
|
| 194 |
+
2024-05-28 20:37:11,726 - INFO - Test loss : 0.1829
|
| 195 |
+
2024-05-28 20:37:11,726 - INFO -
|
| 196 |
+
Epoch 18
|
| 197 |
+
2024-05-28 20:38:56,358 - INFO - [51200/436063] Loss : 0.4796
|
| 198 |
+
2024-05-28 20:40:39,039 - INFO - [102400/436063] Loss : 0.4793
|
| 199 |
+
2024-05-28 20:42:20,118 - INFO - [153600/436063] Loss : 0.4807
|
| 200 |
+
2024-05-28 20:44:01,436 - INFO - [204800/436063] Loss : 0.4813
|
| 201 |
+
2024-05-28 20:45:42,971 - INFO - [256000/436063] Loss : 0.4819
|
| 202 |
+
2024-05-28 20:45:54,345 - INFO - [262144/436063] Loss : 0.4818
|
| 203 |
+
2024-05-28 20:46:42,261 - INFO - Test loss : 0.1899
|
| 204 |
+
2024-05-28 20:46:42,262 - INFO -
|
| 205 |
+
Epoch 19
|
| 206 |
+
2024-05-28 20:48:26,029 - INFO - [51200/436063] Loss : 0.4750
|
| 207 |
+
2024-05-28 20:50:08,541 - INFO - [102400/436063] Loss : 0.4758
|
| 208 |
+
2024-05-28 20:51:49,808 - INFO - [153600/436063] Loss : 0.4768
|
| 209 |
+
2024-05-28 20:53:31,209 - INFO - [204800/436063] Loss : 0.4781
|
| 210 |
+
2024-05-28 20:55:09,845 - INFO - [256000/436063] Loss : 0.4788
|
| 211 |
+
2024-05-28 20:55:19,915 - INFO - [262144/436063] Loss : 0.4788
|
| 212 |
+
2024-05-28 20:56:07,884 - INFO - Test loss : 0.1887
|
| 213 |
+
2024-05-28 20:56:07,884 - INFO -
|
| 214 |
+
Epoch 20
|
| 215 |
+
2024-05-28 20:57:52,650 - INFO - [51200/436063] Loss : 0.4693
|
| 216 |
+
2024-05-28 20:59:34,225 - INFO - [102400/436063] Loss : 0.4712
|
| 217 |
+
2024-05-28 21:01:15,911 - INFO - [153600/436063] Loss : 0.4731
|
| 218 |
+
2024-05-28 21:02:52,286 - INFO - [204800/436063] Loss : 0.4735
|
| 219 |
+
2024-05-28 21:04:35,419 - INFO - [256000/436063] Loss : 0.4739
|
| 220 |
+
2024-05-28 21:04:46,920 - INFO - [262144/436063] Loss : 0.4740
|
| 221 |
+
2024-05-28 21:05:34,720 - INFO - Test loss : 0.1895
|
| 222 |
+
2024-05-28 21:05:35,791 - INFO - (24343,)
|
| 223 |
+
2024-05-28 21:05:59,066 - INFO - Split ID: 0
|
| 224 |
+
2024-05-28 21:05:59,077 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 0.39
|
| 225 |
+
2024-05-28 21:05:59,078 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 1.15
|
| 226 |
+
2024-05-28 21:05:59,079 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 1.91
|
| 227 |
+
2024-05-28 21:05:59,081 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 3.79
|
| 228 |
+
2024-05-28 21:05:59,208 - INFO -
|
| 229 |
+
No prior
|
| 230 |
+
2024-05-28 21:05:59,466 - INFO - (24426,)
|
| 231 |
+
2024-05-28 21:06:10,411 - INFO - Split ID: 0
|
| 232 |
+
2024-05-28 21:06:10,412 - INFO - Top 1 (Epoch 20)acc (%): 60.2
|
| 233 |
+
2024-05-28 21:06:10,412 - INFO - Top 3 (Epoch 20)acc (%): 77.9
|
| 234 |
+
2024-05-28 21:06:10,412 - INFO - Top 5 (Epoch 20)acc (%): 83.29
|
| 235 |
+
2024-05-28 21:06:10,412 - INFO - Top 10 (Epoch 20)acc (%): 88.5
|
| 236 |
+
2024-05-28 21:06:59,287 - INFO - Split ID: 0
|
| 237 |
+
2024-05-28 21:06:59,288 - INFO - Top 1 (Epoch 20)acc (%): 71.07
|
| 238 |
+
2024-05-28 21:06:59,288 - INFO - Top 3 (Epoch 20)acc (%): 86.4
|
| 239 |
+
2024-05-28 21:06:59,288 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 240 |
+
2024-05-28 21:06:59,288 - INFO - Top 10 (Epoch 20)acc (%): 93.36
|
| 241 |
+
2024-05-28 21:07:48,250 - INFO - Split ID: 0
|
| 242 |
+
2024-05-28 21:07:48,251 - INFO - Top 1 (Epoch 20)acc (%): 71.07
|
| 243 |
+
2024-05-28 21:07:48,251 - INFO - for optuna top1: 71.07
|
| 244 |
+
2024-05-28 21:07:48,252 - INFO - Top 3 (Epoch 20)acc (%): 86.4
|
| 245 |
+
2024-05-28 21:07:48,252 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 246 |
+
2024-05-28 21:07:48,252 - INFO - Top 10 (Epoch 20)acc (%): 93.36
|
| 247 |
+
2024-05-28 21:07:48,265 - INFO -
|
| 248 |
+
Epoch 21
|
| 249 |
+
2024-05-28 21:09:32,371 - INFO - [51200/436063] Loss : 0.4685
|
| 250 |
+
2024-05-28 21:11:14,725 - INFO - [102400/436063] Loss : 0.4697
|
| 251 |
+
2024-05-28 21:12:56,732 - INFO - [153600/436063] Loss : 0.4694
|
| 252 |
+
2024-05-28 21:14:38,036 - INFO - [204800/436063] Loss : 0.4703
|
| 253 |
+
2024-05-28 21:16:19,317 - INFO - [256000/436063] Loss : 0.4710
|
| 254 |
+
2024-05-28 21:16:30,817 - INFO - [262144/436063] Loss : 0.4711
|
| 255 |
+
2024-05-28 21:17:22,141 - INFO - Test loss : 0.1797
|
| 256 |
+
2024-05-28 21:17:22,141 - INFO -
|
| 257 |
+
Epoch 22
|
| 258 |
+
2024-05-28 21:19:18,843 - INFO - [51200/436063] Loss : 0.4656
|
| 259 |
+
2024-05-28 21:21:13,168 - INFO - [102400/436063] Loss : 0.4668
|
| 260 |
+
2024-05-28 21:23:07,471 - INFO - [153600/436063] Loss : 0.4668
|
| 261 |
+
2024-05-28 21:25:01,566 - INFO - [204800/436063] Loss : 0.4679
|
| 262 |
+
2024-05-28 21:26:55,525 - INFO - [256000/436063] Loss : 0.4678
|
| 263 |
+
2024-05-28 21:27:08,345 - INFO - [262144/436063] Loss : 0.4678
|
| 264 |
+
2024-05-28 21:28:02,152 - INFO - Test loss : 0.1868
|
| 265 |
+
2024-05-28 21:28:02,152 - INFO -
|
| 266 |
+
Epoch 23
|
| 267 |
+
2024-05-28 21:29:58,793 - INFO - [51200/436063] Loss : 0.4598
|
| 268 |
+
2024-05-28 21:31:52,995 - INFO - [102400/436063] Loss : 0.4629
|
| 269 |
+
2024-05-28 21:33:48,361 - INFO - [153600/436063] Loss : 0.4635
|
| 270 |
+
2024-05-28 21:35:42,541 - INFO - [204800/436063] Loss : 0.4639
|
| 271 |
+
2024-05-28 21:37:36,656 - INFO - [256000/436063] Loss : 0.4650
|
| 272 |
+
2024-05-28 21:37:49,532 - INFO - [262144/436063] Loss : 0.4650
|
| 273 |
+
2024-05-28 21:38:42,812 - INFO - Test loss : 0.1841
|
| 274 |
+
2024-05-28 21:38:42,820 - INFO -
|
| 275 |
+
Epoch 24
|
| 276 |
+
2024-05-28 21:40:40,503 - INFO - [51200/436063] Loss : 0.4585
|
| 277 |
+
2024-05-28 21:42:34,592 - INFO - [102400/436063] Loss : 0.4595
|
| 278 |
+
2024-05-28 21:44:28,781 - INFO - [153600/436063] Loss : 0.4607
|
| 279 |
+
2024-05-28 21:46:31,955 - INFO - [204800/436063] Loss : 0.4612
|
| 280 |
+
2024-05-28 21:48:38,740 - INFO - [256000/436063] Loss : 0.4618
|
| 281 |
+
2024-05-28 21:48:53,081 - INFO - [262144/436063] Loss : 0.4619
|
| 282 |
+
2024-05-28 21:49:53,012 - INFO - Test loss : 0.1861
|
| 283 |
+
2024-05-28 21:49:53,012 - INFO -
|
| 284 |
+
Epoch 25
|
| 285 |
+
2024-05-28 21:51:50,457 - INFO - [51200/436063] Loss : 0.4530
|
| 286 |
+
2024-05-28 21:53:44,655 - INFO - [102400/436063] Loss : 0.4568
|
| 287 |
+
2024-05-28 21:55:38,633 - INFO - [153600/436063] Loss : 0.4586
|
| 288 |
+
2024-05-28 21:57:33,749 - INFO - [204800/436063] Loss : 0.4589
|
| 289 |
+
2024-05-28 21:59:28,505 - INFO - [256000/436063] Loss : 0.4599
|
| 290 |
+
2024-05-28 21:59:41,393 - INFO - [262144/436063] Loss : 0.4600
|
| 291 |
+
2024-05-28 22:00:35,282 - INFO - Test loss : 0.1872
|
| 292 |
+
2024-05-28 22:00:35,282 - INFO -
|
| 293 |
+
Epoch 26
|
| 294 |
+
2024-05-28 22:02:31,764 - INFO - [51200/436063] Loss : 0.4540
|
| 295 |
+
2024-05-28 22:04:26,750 - INFO - [102400/436063] Loss : 0.4546
|
| 296 |
+
2024-05-28 22:06:20,886 - INFO - [153600/436063] Loss : 0.4550
|
| 297 |
+
2024-05-28 22:08:14,799 - INFO - [204800/436063] Loss : 0.4557
|
| 298 |
+
2024-05-28 22:10:08,930 - INFO - [256000/436063] Loss : 0.4563
|
| 299 |
+
2024-05-28 22:10:21,755 - INFO - [262144/436063] Loss : 0.4566
|
| 300 |
+
2024-05-28 22:11:15,609 - INFO - Test loss : 0.1877
|
| 301 |
+
2024-05-28 22:11:15,610 - INFO -
|
| 302 |
+
Epoch 27
|
| 303 |
+
2024-05-28 22:13:12,384 - INFO - [51200/436063] Loss : 0.4506
|
| 304 |
+
2024-05-28 22:15:06,842 - INFO - [102400/436063] Loss : 0.4531
|
| 305 |
+
2024-05-28 22:17:01,148 - INFO - [153600/436063] Loss : 0.4539
|
| 306 |
+
2024-05-28 22:19:05,464 - INFO - [204800/436063] Loss : 0.4543
|
| 307 |
+
2024-05-28 22:21:11,154 - INFO - [256000/436063] Loss : 0.4547
|
| 308 |
+
2024-05-28 22:21:25,440 - INFO - [262144/436063] Loss : 0.4548
|
| 309 |
+
2024-05-28 22:22:25,116 - INFO - Test loss : 0.1957
|
| 310 |
+
2024-05-28 22:22:25,116 - INFO -
|
| 311 |
+
Epoch 28
|
| 312 |
+
2024-05-28 22:24:31,739 - INFO - [51200/436063] Loss : 0.4471
|
| 313 |
+
2024-05-28 22:26:42,787 - INFO - [102400/436063] Loss : 0.4489
|
| 314 |
+
2024-05-28 22:28:40,638 - INFO - [153600/436063] Loss : 0.4504
|
| 315 |
+
2024-05-28 22:30:48,407 - INFO - [204800/436063] Loss : 0.4514
|
| 316 |
+
2024-05-28 22:32:55,489 - INFO - [256000/436063] Loss : 0.4521
|
| 317 |
+
2024-05-28 22:33:09,788 - INFO - [262144/436063] Loss : 0.4521
|
| 318 |
+
2024-05-28 22:34:10,386 - INFO - Test loss : 0.1928
|
| 319 |
+
2024-05-28 22:34:10,386 - INFO -
|
| 320 |
+
Epoch 29
|
| 321 |
+
2024-05-28 22:36:19,910 - INFO - [51200/436063] Loss : 0.4453
|
| 322 |
+
2024-05-28 22:38:26,824 - INFO - [102400/436063] Loss : 0.4458
|
| 323 |
+
2024-05-28 22:40:33,747 - INFO - [153600/436063] Loss : 0.4476
|
| 324 |
+
2024-05-28 22:42:40,378 - INFO - [204800/436063] Loss : 0.4488
|
| 325 |
+
2024-05-28 22:44:43,057 - INFO - [256000/436063] Loss : 0.4496
|
| 326 |
+
2024-05-28 22:44:57,643 - INFO - [262144/436063] Loss : 0.4496
|
| 327 |
+
2024-05-28 22:45:58,587 - INFO - Test loss : 0.1944
|
| 328 |
+
2024-05-28 22:45:58,588 - INFO -
|
| 329 |
+
Epoch 30
|
| 330 |
+
2024-05-28 22:48:10,179 - INFO - [51200/436063] Loss : 0.4439
|
| 331 |
+
2024-05-28 22:50:17,156 - INFO - [102400/436063] Loss : 0.4448
|
| 332 |
+
2024-05-28 22:52:24,077 - INFO - [153600/436063] Loss : 0.4457
|
| 333 |
+
2024-05-28 22:54:27,214 - INFO - [204800/436063] Loss : 0.4470
|
| 334 |
+
2024-05-28 22:56:35,248 - INFO - [256000/436063] Loss : 0.4480
|
| 335 |
+
2024-05-28 22:56:49,464 - INFO - [262144/436063] Loss : 0.4480
|
| 336 |
+
2024-05-28 22:57:49,132 - INFO - Test loss : 0.1992
|
| 337 |
+
2024-05-28 22:57:50,226 - INFO - (24343,)
|
| 338 |
+
2024-05-28 22:58:13,859 - INFO - Split ID: 0
|
| 339 |
+
2024-05-28 22:58:13,869 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 0.52
|
| 340 |
+
2024-05-28 22:58:13,870 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 1.4
|
| 341 |
+
2024-05-28 22:58:13,871 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 2.3
|
| 342 |
+
2024-05-28 22:58:13,872 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 4.42
|
| 343 |
+
2024-05-28 22:58:13,983 - INFO -
|
| 344 |
+
No prior
|
| 345 |
+
2024-05-28 22:58:14,247 - INFO - (24426,)
|
| 346 |
+
2024-05-28 22:58:25,824 - INFO - Split ID: 0
|
| 347 |
+
2024-05-28 22:58:25,824 - INFO - Top 1 (Epoch 30)acc (%): 60.2
|
| 348 |
+
2024-05-28 22:58:25,824 - INFO - Top 3 (Epoch 30)acc (%): 77.9
|
| 349 |
+
2024-05-28 22:58:25,824 - INFO - Top 5 (Epoch 30)acc (%): 83.29
|
| 350 |
+
2024-05-28 22:58:25,825 - INFO - Top 10 (Epoch 30)acc (%): 88.5
|
| 351 |
+
2024-05-28 22:59:26,384 - INFO - Split ID: 0
|
| 352 |
+
2024-05-28 22:59:26,384 - INFO - Top 1 (Epoch 30)acc (%): 71.39
|
| 353 |
+
2024-05-28 22:59:26,384 - INFO - Top 3 (Epoch 30)acc (%): 86.56
|
| 354 |
+
2024-05-28 22:59:26,385 - INFO - Top 5 (Epoch 30)acc (%): 90.21
|
| 355 |
+
2024-05-28 22:59:26,385 - INFO - Top 10 (Epoch 30)acc (%): 93.42
|
| 356 |
+
2024-05-28 23:00:26,913 - INFO - Split ID: 0
|
| 357 |
+
2024-05-28 23:00:26,914 - INFO - Top 1 (Epoch 30)acc (%): 71.39
|
| 358 |
+
2024-05-28 23:00:26,914 - INFO - for optuna top1: 71.39
|
| 359 |
+
2024-05-28 23:00:26,914 - INFO - Top 3 (Epoch 30)acc (%): 86.56
|
| 360 |
+
2024-05-28 23:00:26,914 - INFO - Top 5 (Epoch 30)acc (%): 90.21
|
| 361 |
+
2024-05-28 23:00:26,914 - INFO - Top 10 (Epoch 30)acc (%): 93.42
|
| 362 |
+
2024-05-28 23:00:26,927 - INFO -
|
| 363 |
+
Epoch 31
|
| 364 |
+
2024-05-28 23:02:36,546 - INFO - [51200/436063] Loss : 0.4414
|
| 365 |
+
2024-05-28 23:04:43,271 - INFO - [102400/436063] Loss : 0.4431
|
| 366 |
+
2024-05-28 23:06:49,716 - INFO - [153600/436063] Loss : 0.4447
|
| 367 |
+
2024-05-28 23:08:56,538 - INFO - [204800/436063] Loss : 0.4456
|
| 368 |
+
2024-05-28 23:11:02,540 - INFO - [256000/436063] Loss : 0.4463
|
| 369 |
+
2024-05-28 23:11:16,775 - INFO - [262144/436063] Loss : 0.4464
|
| 370 |
+
2024-05-28 23:12:16,332 - INFO - Test loss : 0.2031
|
| 371 |
+
2024-05-28 23:12:16,332 - INFO -
|
| 372 |
+
Epoch 32
|
| 373 |
+
2024-05-28 23:14:27,159 - INFO - [51200/436063] Loss : 0.4390
|
| 374 |
+
2024-05-28 23:16:33,844 - INFO - [102400/436063] Loss : 0.4415
|
| 375 |
+
2024-05-28 23:18:41,165 - INFO - [153600/436063] Loss : 0.4424
|
| 376 |
+
2024-05-28 23:20:47,835 - INFO - [204800/436063] Loss : 0.4431
|
| 377 |
+
2024-05-28 23:23:02,468 - INFO - [256000/436063] Loss : 0.4444
|
| 378 |
+
2024-05-28 23:23:18,055 - INFO - [262144/436063] Loss : 0.4445
|
| 379 |
+
2024-05-28 23:24:23,833 - INFO - Test loss : 0.1987
|
| 380 |
+
2024-05-28 23:24:23,834 - INFO -
|
| 381 |
+
Epoch 33
|
| 382 |
+
2024-05-28 23:26:46,084 - INFO - [51200/436063] Loss : 0.4407
|
| 383 |
+
2024-05-28 23:29:08,176 - INFO - [102400/436063] Loss : 0.4410
|
| 384 |
+
2024-05-28 23:31:39,664 - INFO - [153600/436063] Loss : 0.4415
|
| 385 |
+
2024-05-28 23:34:11,314 - INFO - [204800/436063] Loss : 0.4422
|
| 386 |
+
2024-05-28 23:36:42,935 - INFO - [256000/436063] Loss : 0.4428
|
| 387 |
+
2024-05-28 23:37:00,011 - INFO - [262144/436063] Loss : 0.4428
|
| 388 |
+
2024-05-28 23:38:11,646 - INFO - Test loss : 0.2024
|
| 389 |
+
2024-05-28 23:38:11,646 - INFO -
|
| 390 |
+
Epoch 34
|
| 391 |
+
2024-05-28 23:40:46,492 - INFO - [51200/436063] Loss : 0.4381
|
| 392 |
+
2024-05-28 23:43:18,771 - INFO - [102400/436063] Loss : 0.4388
|
| 393 |
+
2024-05-28 23:45:51,082 - INFO - [153600/436063] Loss : 0.4393
|
| 394 |
+
2024-05-28 23:48:22,959 - INFO - [204800/436063] Loss : 0.4401
|
| 395 |
+
2024-05-28 23:50:54,439 - INFO - [256000/436063] Loss : 0.4411
|
| 396 |
+
2024-05-28 23:51:11,502 - INFO - [262144/436063] Loss : 0.4412
|
| 397 |
+
2024-05-28 23:52:23,147 - INFO - Test loss : 0.1967
|
| 398 |
+
2024-05-28 23:52:23,147 - INFO -
|
| 399 |
+
Epoch 35
|
| 400 |
+
2024-05-28 23:54:57,906 - INFO - [51200/436063] Loss : 0.4360
|
| 401 |
+
2024-05-28 23:57:30,138 - INFO - [102400/436063] Loss : 0.4379
|
| 402 |
+
2024-05-28 23:59:38,342 - INFO - [153600/436063] Loss : 0.4383
|
| 403 |
+
2024-05-29 00:01:44,921 - INFO - [204800/436063] Loss : 0.4388
|
| 404 |
+
2024-05-29 00:03:51,518 - INFO - [256000/436063] Loss : 0.4395
|
| 405 |
+
2024-05-29 00:04:05,800 - INFO - [262144/436063] Loss : 0.4396
|
| 406 |
+
2024-05-29 00:05:05,814 - INFO - Test loss : 0.1983
|
| 407 |
+
2024-05-29 00:05:05,814 - INFO -
|
| 408 |
+
Epoch 36
|
| 409 |
+
2024-05-29 00:07:15,303 - INFO - [51200/436063] Loss : 0.4349
|
| 410 |
+
2024-05-29 00:09:17,244 - INFO - [102400/436063] Loss : 0.4359
|
| 411 |
+
2024-05-29 00:11:11,782 - INFO - [153600/436063] Loss : 0.4367
|
| 412 |
+
2024-05-29 00:13:06,874 - INFO - [204800/436063] Loss : 0.4375
|
| 413 |
+
2024-05-29 00:15:00,835 - INFO - [256000/436063] Loss : 0.4382
|
| 414 |
+
2024-05-29 00:15:13,684 - INFO - [262144/436063] Loss : 0.4384
|
| 415 |
+
2024-05-29 00:16:07,541 - INFO - Test loss : 0.2034
|
| 416 |
+
2024-05-29 00:16:07,541 - INFO -
|
| 417 |
+
Epoch 37
|
| 418 |
+
2024-05-29 00:18:04,338 - INFO - [51200/436063] Loss : 0.4326
|
| 419 |
+
2024-05-29 00:19:58,317 - INFO - [102400/436063] Loss : 0.4342
|
| 420 |
+
2024-05-29 00:21:52,413 - INFO - [153600/436063] Loss : 0.4354
|
| 421 |
+
2024-05-29 00:23:46,402 - INFO - [204800/436063] Loss : 0.4364
|
| 422 |
+
2024-05-29 00:25:40,577 - INFO - [256000/436063] Loss : 0.4374
|
| 423 |
+
2024-05-29 00:25:53,403 - INFO - [262144/436063] Loss : 0.4374
|
| 424 |
+
2024-05-29 00:26:47,139 - INFO - Test loss : 0.2056
|
| 425 |
+
2024-05-29 00:26:47,139 - INFO -
|
| 426 |
+
Epoch 38
|
| 427 |
+
2024-05-29 00:28:43,747 - INFO - [51200/436063] Loss : 0.4310
|
| 428 |
+
2024-05-29 00:30:37,795 - INFO - [102400/436063] Loss : 0.4337
|
| 429 |
+
2024-05-29 00:32:32,374 - INFO - [153600/436063] Loss : 0.4343
|
| 430 |
+
2024-05-29 00:34:27,572 - INFO - [204800/436063] Loss : 0.4351
|
| 431 |
+
2024-05-29 00:36:23,418 - INFO - [256000/436063] Loss : 0.4356
|
| 432 |
+
2024-05-29 00:36:36,263 - INFO - [262144/436063] Loss : 0.4357
|
| 433 |
+
2024-05-29 00:37:30,048 - INFO - Test loss : 0.2077
|
| 434 |
+
2024-05-29 00:37:30,048 - INFO -
|
| 435 |
+
Epoch 39
|
| 436 |
+
2024-05-29 00:39:26,907 - INFO - [51200/436063] Loss : 0.4314
|
| 437 |
+
2024-05-29 00:41:20,860 - INFO - [102400/436063] Loss : 0.4323
|
| 438 |
+
2024-05-29 00:43:14,925 - INFO - [153600/436063] Loss : 0.4329
|
| 439 |
+
2024-05-29 00:45:09,179 - INFO - [204800/436063] Loss : 0.4335
|
| 440 |
+
2024-05-29 00:46:58,727 - INFO - [256000/436063] Loss : 0.4337
|
| 441 |
+
2024-05-29 00:47:11,837 - INFO - [262144/436063] Loss : 0.4338
|
| 442 |
+
2024-05-29 00:48:06,542 - INFO - Test loss : 0.2013
|
| 443 |
+
2024-05-29 00:48:06,542 - INFO -
|
| 444 |
+
Epoch 40
|
| 445 |
+
2024-05-29 00:50:03,768 - INFO - [51200/436063] Loss : 0.4306
|
| 446 |
+
2024-05-29 00:51:58,096 - INFO - [102400/436063] Loss : 0.4314
|
| 447 |
+
2024-05-29 00:53:51,881 - INFO - [153600/436063] Loss : 0.4322
|
| 448 |
+
2024-05-29 00:55:41,954 - INFO - [204800/436063] Loss : 0.4330
|
| 449 |
+
2024-05-29 00:57:37,485 - INFO - [256000/436063] Loss : 0.4331
|
| 450 |
+
2024-05-29 00:57:50,316 - INFO - [262144/436063] Loss : 0.4331
|
| 451 |
+
2024-05-29 00:58:44,723 - INFO - Test loss : 0.2066
|
| 452 |
+
2024-05-29 00:58:45,754 - INFO - (24343,)
|
| 453 |
+
2024-05-29 00:59:09,337 - INFO - Split ID: 0
|
| 454 |
+
2024-05-29 00:59:09,347 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 0.53
|
| 455 |
+
2024-05-29 00:59:09,348 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 1.58
|
| 456 |
+
2024-05-29 00:59:09,349 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 2.59
|
| 457 |
+
2024-05-29 00:59:09,350 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 4.91
|
| 458 |
+
2024-05-29 00:59:09,467 - INFO -
|
| 459 |
+
No prior
|
| 460 |
+
2024-05-29 00:59:09,714 - INFO - (24426,)
|
| 461 |
+
2024-05-29 00:59:21,339 - INFO - Split ID: 0
|
| 462 |
+
2024-05-29 00:59:21,340 - INFO - Top 1 (Epoch 40)acc (%): 60.2
|
| 463 |
+
2024-05-29 00:59:21,340 - INFO - Top 3 (Epoch 40)acc (%): 77.9
|
| 464 |
+
2024-05-29 00:59:21,340 - INFO - Top 5 (Epoch 40)acc (%): 83.29
|
| 465 |
+
2024-05-29 00:59:21,340 - INFO - Top 10 (Epoch 40)acc (%): 88.5
|
| 466 |
+
2024-05-29 01:00:16,422 - INFO - Split ID: 0
|
| 467 |
+
2024-05-29 01:00:16,422 - INFO - Top 1 (Epoch 40)acc (%): 71.66
|
| 468 |
+
2024-05-29 01:00:16,422 - INFO - Top 3 (Epoch 40)acc (%): 86.71
|
| 469 |
+
2024-05-29 01:00:16,422 - INFO - Top 5 (Epoch 40)acc (%): 90.19
|
| 470 |
+
2024-05-29 01:00:16,422 - INFO - Top 10 (Epoch 40)acc (%): 93.5
|
| 471 |
+
2024-05-29 01:01:11,004 - INFO - Split ID: 0
|
| 472 |
+
2024-05-29 01:01:11,005 - INFO - Top 1 (Epoch 40)acc (%): 71.66
|
| 473 |
+
2024-05-29 01:01:11,005 - INFO - for optuna top1: 71.66
|
| 474 |
+
2024-05-29 01:01:11,005 - INFO - Top 3 (Epoch 40)acc (%): 86.71
|
| 475 |
+
2024-05-29 01:01:11,005 - INFO - Top 5 (Epoch 40)acc (%): 90.19
|
| 476 |
+
2024-05-29 01:01:11,005 - INFO - Top 10 (Epoch 40)acc (%): 93.5
|
| 477 |
+
2024-05-29 01:01:11,019 - INFO -
|
| 478 |
+
Epoch 41
|
| 479 |
+
2024-05-29 01:03:07,806 - INFO - [51200/436063] Loss : 0.4266
|
| 480 |
+
2024-05-29 01:05:02,019 - INFO - [102400/436063] Loss : 0.4294
|
| 481 |
+
2024-05-29 01:06:56,066 - INFO - [153600/436063] Loss : 0.4302
|
| 482 |
+
2024-05-29 01:08:49,842 - INFO - [204800/436063] Loss : 0.4309
|
| 483 |
+
2024-05-29 01:10:43,867 - INFO - [256000/436063] Loss : 0.4317
|
| 484 |
+
2024-05-29 01:10:56,700 - INFO - [262144/436063] Loss : 0.4319
|
| 485 |
+
2024-05-29 01:11:50,547 - INFO - Test loss : 0.2070
|
| 486 |
+
2024-05-29 01:11:50,547 - INFO -
|
| 487 |
+
Epoch 42
|
| 488 |
+
2024-05-29 01:13:47,023 - INFO - [51200/436063] Loss : 0.4280
|
| 489 |
+
2024-05-29 01:15:41,144 - INFO - [102400/436063] Loss : 0.4289
|
| 490 |
+
2024-05-29 01:17:35,319 - INFO - [153600/436063] Loss : 0.4294
|
| 491 |
+
2024-05-29 01:19:29,370 - INFO - [204800/436063] Loss : 0.4302
|
| 492 |
+
2024-05-29 01:21:23,413 - INFO - [256000/436063] Loss : 0.4309
|
| 493 |
+
2024-05-29 01:21:36,260 - INFO - [262144/436063] Loss : 0.4310
|
| 494 |
+
2024-05-29 01:22:30,637 - INFO - Test loss : 0.2078
|
| 495 |
+
2024-05-29 01:22:30,637 - INFO -
|
| 496 |
+
Epoch 43
|
| 497 |
+
2024-05-29 01:24:28,129 - INFO - [51200/436063] Loss : 0.4269
|
| 498 |
+
2024-05-29 01:26:22,451 - INFO - [102400/436063] Loss : 0.4275
|
| 499 |
+
2024-05-29 01:28:16,397 - INFO - [153600/436063] Loss : 0.4282
|
| 500 |
+
2024-05-29 01:30:10,456 - INFO - [204800/436063] Loss : 0.4286
|
| 501 |
+
2024-05-29 01:32:04,580 - INFO - [256000/436063] Loss : 0.4290
|
| 502 |
+
2024-05-29 01:32:17,410 - INFO - [262144/436063] Loss : 0.4292
|
| 503 |
+
2024-05-29 01:33:11,113 - INFO - Test loss : 0.2020
|
| 504 |
+
2024-05-29 01:33:11,113 - INFO -
|
| 505 |
+
Epoch 44
|
| 506 |
+
2024-05-29 01:35:07,385 - INFO - [51200/436063] Loss : 0.4267
|
| 507 |
+
2024-05-29 01:37:01,771 - INFO - [102400/436063] Loss : 0.4258
|
| 508 |
+
2024-05-29 01:38:56,064 - INFO - [153600/436063] Loss : 0.4264
|
| 509 |
+
2024-05-29 01:40:50,178 - INFO - [204800/436063] Loss : 0.4275
|
| 510 |
+
2024-05-29 01:42:44,280 - INFO - [256000/436063] Loss : 0.4286
|
| 511 |
+
2024-05-29 01:42:57,092 - INFO - [262144/436063] Loss : 0.4288
|
| 512 |
+
2024-05-29 01:43:50,700 - INFO - Test loss : 0.1983
|
| 513 |
+
2024-05-29 01:43:50,700 - INFO -
|
| 514 |
+
Epoch 45
|
| 515 |
+
2024-05-29 01:45:47,523 - INFO - [51200/436063] Loss : 0.4224
|
| 516 |
+
2024-05-29 01:47:43,087 - INFO - [102400/436063] Loss : 0.4244
|
| 517 |
+
2024-05-29 01:49:37,183 - INFO - [153600/436063] Loss : 0.4256
|
| 518 |
+
2024-05-29 01:51:30,966 - INFO - [204800/436063] Loss : 0.4263
|
| 519 |
+
2024-05-29 01:53:25,084 - INFO - [256000/436063] Loss : 0.4269
|
| 520 |
+
2024-05-29 01:53:37,905 - INFO - [262144/436063] Loss : 0.4269
|
| 521 |
+
2024-05-29 01:54:31,649 - INFO - Test loss : 0.2092
|
| 522 |
+
2024-05-29 01:54:31,650 - INFO -
|
| 523 |
+
Epoch 46
|
| 524 |
+
2024-05-29 01:56:28,532 - INFO - [51200/436063] Loss : 0.4233
|
| 525 |
+
2024-05-29 01:58:22,713 - INFO - [102400/436063] Loss : 0.4249
|
| 526 |
+
2024-05-29 02:00:16,657 - INFO - [153600/436063] Loss : 0.4261
|
| 527 |
+
2024-05-29 02:02:10,466 - INFO - [204800/436063] Loss : 0.4273
|
| 528 |
+
2024-05-29 02:04:04,574 - INFO - [256000/436063] Loss : 0.4274
|
| 529 |
+
2024-05-29 02:04:17,456 - INFO - [262144/436063] Loss : 0.4275
|
| 530 |
+
2024-05-29 02:05:11,249 - INFO - Test loss : 0.2170
|
| 531 |
+
2024-05-29 02:05:11,249 - INFO -
|
| 532 |
+
Epoch 47
|
| 533 |
+
2024-05-29 02:07:08,143 - INFO - [51200/436063] Loss : 0.4234
|
| 534 |
+
2024-05-29 02:09:02,257 - INFO - [102400/436063] Loss : 0.4246
|
| 535 |
+
2024-05-29 02:10:57,844 - INFO - [153600/436063] Loss : 0.4247
|
| 536 |
+
2024-05-29 02:12:51,892 - INFO - [204800/436063] Loss : 0.4257
|
| 537 |
+
2024-05-29 02:14:45,600 - INFO - [256000/436063] Loss : 0.4263
|
| 538 |
+
2024-05-29 02:14:58,436 - INFO - [262144/436063] Loss : 0.4264
|
| 539 |
+
2024-05-29 02:15:52,231 - INFO - Test loss : 0.2090
|
| 540 |
+
2024-05-29 02:15:52,231 - INFO -
|
| 541 |
+
Epoch 48
|
| 542 |
+
2024-05-29 02:17:48,906 - INFO - [51200/436063] Loss : 0.4214
|
| 543 |
+
2024-05-29 02:19:43,014 - INFO - [102400/436063] Loss : 0.4224
|
| 544 |
+
2024-05-29 02:21:37,123 - INFO - [153600/436063] Loss : 0.4231
|
| 545 |
+
2024-05-29 02:23:31,271 - INFO - [204800/436063] Loss : 0.4238
|
| 546 |
+
2024-05-29 02:25:25,265 - INFO - [256000/436063] Loss : 0.4246
|
| 547 |
+
2024-05-29 02:25:38,112 - INFO - [262144/436063] Loss : 0.4248
|
| 548 |
+
2024-05-29 02:26:31,897 - INFO - Test loss : 0.2139
|
| 549 |
+
2024-05-29 02:26:31,897 - INFO -
|
| 550 |
+
Epoch 49
|
| 551 |
+
2024-05-29 02:28:28,323 - INFO - [51200/436063] Loss : 0.4194
|
| 552 |
+
2024-05-29 02:30:22,452 - INFO - [102400/436063] Loss : 0.4211
|
| 553 |
+
2024-05-29 02:32:16,598 - INFO - [153600/436063] Loss : 0.4225
|
| 554 |
+
2024-05-29 02:34:11,449 - INFO - [204800/436063] Loss : 0.4235
|
| 555 |
+
2024-05-29 02:36:02,030 - INFO - [256000/436063] Loss : 0.4245
|
| 556 |
+
2024-05-29 02:36:15,076 - INFO - [262144/436063] Loss : 0.4244
|
| 557 |
+
2024-05-29 02:37:09,927 - INFO - Test loss : 0.2118
|
| 558 |
+
2024-05-29 02:37:09,928 - INFO -
|
| 559 |
+
Epoch 50
|
| 560 |
+
2024-05-29 02:39:06,706 - INFO - [51200/436063] Loss : 0.4212
|
| 561 |
+
2024-05-29 02:41:00,863 - INFO - [102400/436063] Loss : 0.4221
|
| 562 |
+
2024-05-29 02:42:55,033 - INFO - [153600/436063] Loss : 0.4229
|
| 563 |
+
2024-05-29 02:44:45,525 - INFO - [204800/436063] Loss : 0.4231
|
| 564 |
+
2024-05-29 02:46:40,763 - INFO - [256000/436063] Loss : 0.4234
|
| 565 |
+
2024-05-29 02:46:53,608 - INFO - [262144/436063] Loss : 0.4234
|
| 566 |
+
2024-05-29 02:47:47,392 - INFO - Test loss : 0.2089
|
| 567 |
+
2024-05-29 02:47:48,549 - INFO - (24343,)
|
| 568 |
+
2024-05-29 02:48:12,878 - INFO - Split ID: 0
|
| 569 |
+
2024-05-29 02:48:12,890 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 0.55
|
| 570 |
+
2024-05-29 02:48:12,891 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 1.68
|
| 571 |
+
2024-05-29 02:48:12,892 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 2.76
|
| 572 |
+
2024-05-29 02:48:12,893 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 5.16
|
| 573 |
+
2024-05-29 02:48:13,015 - INFO -
|
| 574 |
+
No prior
|
| 575 |
+
2024-05-29 02:48:13,274 - INFO - (24426,)
|
| 576 |
+
2024-05-29 02:48:25,251 - INFO - Split ID: 0
|
| 577 |
+
2024-05-29 02:48:25,252 - INFO - Top 1 (Epoch 50)acc (%): 60.2
|
| 578 |
+
2024-05-29 02:48:25,252 - INFO - Top 3 (Epoch 50)acc (%): 77.9
|
| 579 |
+
2024-05-29 02:48:25,252 - INFO - Top 5 (Epoch 50)acc (%): 83.29
|
| 580 |
+
2024-05-29 02:48:25,252 - INFO - Top 10 (Epoch 50)acc (%): 88.5
|
| 581 |
+
2024-05-29 02:49:19,948 - INFO - Split ID: 0
|
| 582 |
+
2024-05-29 02:49:19,949 - INFO - Top 1 (Epoch 50)acc (%): 71.7
|
| 583 |
+
2024-05-29 02:49:19,949 - INFO - Top 3 (Epoch 50)acc (%): 86.79
|
| 584 |
+
2024-05-29 02:49:19,949 - INFO - Top 5 (Epoch 50)acc (%): 90.3
|
| 585 |
+
2024-05-29 02:49:19,949 - INFO - Top 10 (Epoch 50)acc (%): 93.49
|
| 586 |
+
2024-05-29 02:50:14,581 - INFO - Split ID: 0
|
| 587 |
+
2024-05-29 02:50:14,581 - INFO - Top 1 (Epoch 50)acc (%): 71.7
|
| 588 |
+
2024-05-29 02:50:14,581 - INFO - for optuna top1: 71.7
|
| 589 |
+
2024-05-29 02:50:14,581 - INFO - Top 3 (Epoch 50)acc (%): 86.79
|
| 590 |
+
2024-05-29 02:50:14,581 - INFO - Top 5 (Epoch 50)acc (%): 90.3
|
| 591 |
+
2024-05-29 02:50:14,581 - INFO - Top 10 (Epoch 50)acc (%): 93.49
|
| 592 |
+
2024-05-29 02:50:14,594 - INFO -
|
| 593 |
+
Epoch 51
|
| 594 |
+
2024-05-29 02:52:11,835 - INFO - [51200/436063] Loss : 0.4184
|
| 595 |
+
2024-05-29 02:54:06,395 - INFO - [102400/436063] Loss : 0.4192
|
| 596 |
+
2024-05-29 02:56:01,193 - INFO - [153600/436063] Loss : 0.4205
|
| 597 |
+
2024-05-29 02:57:56,904 - INFO - [204800/436063] Loss : 0.4214
|
| 598 |
+
2024-05-29 02:59:51,988 - INFO - [256000/436063] Loss : 0.4222
|
| 599 |
+
2024-05-29 03:00:04,881 - INFO - [262144/436063] Loss : 0.4221
|
| 600 |
+
2024-05-29 03:00:59,122 - INFO - Test loss : 0.2158
|
| 601 |
+
2024-05-29 03:00:59,126 - INFO -
|
| 602 |
+
Epoch 52
|
| 603 |
+
2024-05-29 03:02:56,524 - INFO - [51200/436063] Loss : 0.4174
|
| 604 |
+
2024-05-29 03:04:51,115 - INFO - [102400/436063] Loss : 0.4183
|
| 605 |
+
2024-05-29 03:06:45,490 - INFO - [153600/436063] Loss : 0.4195
|
| 606 |
+
2024-05-29 03:08:39,933 - INFO - [204800/436063] Loss : 0.4206
|
| 607 |
+
2024-05-29 03:10:34,668 - INFO - [256000/436063] Loss : 0.4210
|
| 608 |
+
2024-05-29 03:10:47,610 - INFO - [262144/436063] Loss : 0.4211
|
| 609 |
+
2024-05-29 03:11:41,695 - INFO - Test loss : 0.2074
|
| 610 |
+
2024-05-29 03:11:41,695 - INFO -
|
| 611 |
+
Epoch 53
|
| 612 |
+
2024-05-29 03:13:39,043 - INFO - [51200/436063] Loss : 0.4159
|
| 613 |
+
2024-05-29 03:15:33,856 - INFO - [102400/436063] Loss : 0.4172
|
| 614 |
+
2024-05-29 03:17:28,679 - INFO - [153600/436063] Loss : 0.4187
|
| 615 |
+
2024-05-29 03:19:23,916 - INFO - [204800/436063] Loss : 0.4194
|
| 616 |
+
2024-05-29 03:21:17,354 - INFO - [256000/436063] Loss : 0.4199
|
| 617 |
+
2024-05-29 03:21:30,359 - INFO - [262144/436063] Loss : 0.4200
|
| 618 |
+
2024-05-29 03:22:24,329 - INFO - Test loss : 0.2157
|
| 619 |
+
2024-05-29 03:22:24,329 - INFO -
|
| 620 |
+
Epoch 54
|
| 621 |
+
2024-05-29 03:24:21,547 - INFO - [51200/436063] Loss : 0.4148
|
| 622 |
+
2024-05-29 03:26:16,416 - INFO - [102400/436063] Loss : 0.4173
|
| 623 |
+
2024-05-29 03:28:10,973 - INFO - [153600/436063] Loss : 0.4179
|
| 624 |
+
2024-05-29 03:30:05,415 - INFO - [204800/436063] Loss : 0.4190
|
| 625 |
+
2024-05-29 03:31:59,926 - INFO - [256000/436063] Loss : 0.4199
|
| 626 |
+
2024-05-29 03:32:12,848 - INFO - [262144/436063] Loss : 0.4200
|
| 627 |
+
2024-05-29 03:33:06,810 - INFO - Test loss : 0.2093
|
| 628 |
+
2024-05-29 03:33:06,811 - INFO -
|
| 629 |
+
Epoch 55
|
| 630 |
+
2024-05-29 03:35:03,771 - INFO - [51200/436063] Loss : 0.4165
|
| 631 |
+
2024-05-29 03:36:58,504 - INFO - [102400/436063] Loss : 0.4175
|
| 632 |
+
2024-05-29 03:38:53,153 - INFO - [153600/436063] Loss : 0.4179
|
| 633 |
+
2024-05-29 03:40:47,633 - INFO - [204800/436063] Loss : 0.4185
|
| 634 |
+
2024-05-29 03:42:42,584 - INFO - [256000/436063] Loss : 0.4191
|
| 635 |
+
2024-05-29 03:42:55,493 - INFO - [262144/436063] Loss : 0.4191
|
| 636 |
+
2024-05-29 03:43:49,681 - INFO - Test loss : 0.2146
|
| 637 |
+
2024-05-29 03:43:49,681 - INFO -
|
| 638 |
+
Epoch 56
|
| 639 |
+
2024-05-29 03:45:47,618 - INFO - [51200/436063] Loss : 0.4142
|
| 640 |
+
2024-05-29 03:47:42,996 - INFO - [102400/436063] Loss : 0.4163
|
| 641 |
+
2024-05-29 03:49:37,552 - INFO - [153600/436063] Loss : 0.4170
|
| 642 |
+
2024-05-29 03:51:31,833 - INFO - [204800/436063] Loss : 0.4180
|
| 643 |
+
2024-05-29 03:53:26,699 - INFO - [256000/436063] Loss : 0.4185
|
| 644 |
+
2024-05-29 03:53:39,555 - INFO - [262144/436063] Loss : 0.4184
|
| 645 |
+
2024-05-29 03:54:33,622 - INFO - Test loss : 0.2207
|
| 646 |
+
2024-05-29 03:54:33,622 - INFO -
|
| 647 |
+
Epoch 57
|
| 648 |
+
2024-05-29 03:56:30,868 - INFO - [51200/436063] Loss : 0.4148
|
| 649 |
+
2024-05-29 03:58:25,547 - INFO - [102400/436063] Loss : 0.4157
|
| 650 |
+
2024-05-29 04:00:19,688 - INFO - [153600/436063] Loss : 0.4169
|
| 651 |
+
2024-05-29 04:02:14,043 - INFO - [204800/436063] Loss : 0.4172
|
| 652 |
+
2024-05-29 04:04:08,665 - INFO - [256000/436063] Loss : 0.4179
|
| 653 |
+
2024-05-29 04:04:21,556 - INFO - [262144/436063] Loss : 0.4180
|
| 654 |
+
2024-05-29 04:05:15,743 - INFO - Test loss : 0.2178
|
| 655 |
+
2024-05-29 04:05:15,744 - INFO -
|
| 656 |
+
Epoch 58
|
| 657 |
+
2024-05-29 04:07:12,958 - INFO - [51200/436063] Loss : 0.4145
|
| 658 |
+
2024-05-29 04:09:07,834 - INFO - [102400/436063] Loss : 0.4150
|
| 659 |
+
2024-05-29 04:11:04,066 - INFO - [153600/436063] Loss : 0.4162
|
| 660 |
+
2024-05-29 04:12:58,760 - INFO - [204800/436063] Loss : 0.4166
|
| 661 |
+
2024-05-29 04:14:53,532 - INFO - [256000/436063] Loss : 0.4176
|
| 662 |
+
2024-05-29 04:15:06,573 - INFO - [262144/436063] Loss : 0.4177
|
| 663 |
+
2024-05-29 04:16:01,267 - INFO - Test loss : 0.2158
|
| 664 |
+
2024-05-29 04:16:01,267 - INFO -
|
| 665 |
+
Epoch 59
|
| 666 |
+
2024-05-29 04:17:59,367 - INFO - [51200/436063] Loss : 0.4130
|
| 667 |
+
2024-05-29 04:19:44,445 - INFO - [102400/436063] Loss : 0.4146
|
| 668 |
+
2024-05-29 04:21:26,492 - INFO - [153600/436063] Loss : 0.4156
|
| 669 |
+
2024-05-29 04:23:08,498 - INFO - [204800/436063] Loss : 0.4158
|
| 670 |
+
2024-05-29 04:24:45,392 - INFO - [256000/436063] Loss : 0.4166
|
| 671 |
+
2024-05-29 04:24:57,100 - INFO - [262144/436063] Loss : 0.4166
|
| 672 |
+
2024-05-29 04:25:46,016 - INFO - Test loss : 0.2120
|
| 673 |
+
2024-05-29 04:25:46,017 - INFO -
|
| 674 |
+
Epoch 60
|
| 675 |
+
2024-05-29 04:27:30,394 - INFO - [51200/436063] Loss : 0.4125
|
| 676 |
+
2024-05-29 04:29:12,519 - INFO - [102400/436063] Loss : 0.4137
|
| 677 |
+
2024-05-29 04:30:54,355 - INFO - [153600/436063] Loss : 0.4143
|
| 678 |
+
2024-05-29 04:32:33,693 - INFO - [204800/436063] Loss : 0.4155
|
| 679 |
+
2024-05-29 04:34:17,231 - INFO - [256000/436063] Loss : 0.4158
|
| 680 |
+
2024-05-29 04:34:28,732 - INFO - [262144/436063] Loss : 0.4158
|
| 681 |
+
2024-05-29 04:35:16,926 - INFO - Test loss : 0.2240
|
| 682 |
+
2024-05-29 04:35:18,018 - INFO - (24343,)
|
| 683 |
+
2024-05-29 04:35:42,100 - INFO - Split ID: 0
|
| 684 |
+
2024-05-29 04:35:42,112 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 0.6
|
| 685 |
+
2024-05-29 04:35:42,113 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 1.75
|
| 686 |
+
2024-05-29 04:35:42,114 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 2.76
|
| 687 |
+
2024-05-29 04:35:42,115 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 5.35
|
| 688 |
+
2024-05-29 04:35:42,228 - INFO -
|
| 689 |
+
No prior
|
| 690 |
+
2024-05-29 04:35:42,503 - INFO - (24426,)
|
| 691 |
+
2024-05-29 04:35:54,276 - INFO - Split ID: 0
|
| 692 |
+
2024-05-29 04:35:54,276 - INFO - Top 1 (Epoch 60)acc (%): 60.2
|
| 693 |
+
2024-05-29 04:35:54,277 - INFO - Top 3 (Epoch 60)acc (%): 77.9
|
| 694 |
+
2024-05-29 04:35:54,277 - INFO - Top 5 (Epoch 60)acc (%): 83.29
|
| 695 |
+
2024-05-29 04:35:54,277 - INFO - Top 10 (Epoch 60)acc (%): 88.5
|
| 696 |
+
2024-05-29 04:36:43,503 - INFO - Split ID: 0
|
| 697 |
+
2024-05-29 04:36:43,503 - INFO - Top 1 (Epoch 60)acc (%): 71.85
|
| 698 |
+
2024-05-29 04:36:43,503 - INFO - Top 3 (Epoch 60)acc (%): 86.82
|
| 699 |
+
2024-05-29 04:36:43,503 - INFO - Top 5 (Epoch 60)acc (%): 90.34
|
| 700 |
+
2024-05-29 04:36:43,503 - INFO - Top 10 (Epoch 60)acc (%): 93.54
|
| 701 |
+
2024-05-29 04:37:32,651 - INFO - Split ID: 0
|
| 702 |
+
2024-05-29 04:37:32,652 - INFO - Top 1 (Epoch 60)acc (%): 71.85
|
| 703 |
+
2024-05-29 04:37:32,652 - INFO - for optuna top1: 71.85
|
| 704 |
+
2024-05-29 04:37:32,652 - INFO - Top 3 (Epoch 60)acc (%): 86.82
|
| 705 |
+
2024-05-29 04:37:32,652 - INFO - Top 5 (Epoch 60)acc (%): 90.34
|
| 706 |
+
2024-05-29 04:37:32,652 - INFO - Top 10 (Epoch 60)acc (%): 93.54
|
| 707 |
+
2024-05-29 04:37:32,661 - INFO -
|
| 708 |
+
Epoch 61
|
| 709 |
+
2024-05-29 04:39:16,965 - INFO - [51200/436063] Loss : 0.4123
|
| 710 |
+
2024-05-29 04:40:59,058 - INFO - [102400/436063] Loss : 0.4134
|
| 711 |
+
2024-05-29 04:42:40,970 - INFO - [153600/436063] Loss : 0.4136
|
| 712 |
+
2024-05-29 04:44:22,864 - INFO - [204800/436063] Loss : 0.4145
|
| 713 |
+
2024-05-29 04:46:04,842 - INFO - [256000/436063] Loss : 0.4151
|
| 714 |
+
2024-05-29 04:46:16,406 - INFO - [262144/436063] Loss : 0.4153
|
| 715 |
+
2024-05-29 04:47:04,656 - INFO - Test loss : 0.2203
|
| 716 |
+
2024-05-29 04:47:04,656 - INFO -
|
| 717 |
+
Epoch 62
|
| 718 |
+
2024-05-29 04:48:48,944 - INFO - [51200/436063] Loss : 0.4130
|
| 719 |
+
2024-05-29 04:50:30,732 - INFO - [102400/436063] Loss : 0.4145
|
| 720 |
+
2024-05-29 04:52:12,879 - INFO - [153600/436063] Loss : 0.4143
|
| 721 |
+
2024-05-29 04:53:56,168 - INFO - [204800/436063] Loss : 0.4147
|
| 722 |
+
2024-05-29 04:55:38,568 - INFO - [256000/436063] Loss : 0.4149
|
| 723 |
+
2024-05-29 04:55:50,109 - INFO - [262144/436063] Loss : 0.4150
|
| 724 |
+
2024-05-29 04:56:37,863 - INFO - Test loss : 0.2182
|
| 725 |
+
2024-05-29 04:56:37,864 - INFO -
|
| 726 |
+
Epoch 63
|
| 727 |
+
2024-05-29 04:58:22,355 - INFO - [51200/436063] Loss : 0.4110
|
| 728 |
+
2024-05-29 05:00:04,058 - INFO - [102400/436063] Loss : 0.4121
|
| 729 |
+
2024-05-29 05:01:45,799 - INFO - [153600/436063] Loss : 0.4126
|
| 730 |
+
2024-05-29 05:03:27,625 - INFO - [204800/436063] Loss : 0.4137
|
| 731 |
+
2024-05-29 05:05:09,442 - INFO - [256000/436063] Loss : 0.4146
|
| 732 |
+
2024-05-29 05:05:20,992 - INFO - [262144/436063] Loss : 0.4146
|
| 733 |
+
2024-05-29 05:06:09,053 - INFO - Test loss : 0.2189
|
| 734 |
+
2024-05-29 05:06:09,054 - INFO -
|
| 735 |
+
Epoch 64
|
| 736 |
+
2024-05-29 05:07:53,312 - INFO - [51200/436063] Loss : 0.4108
|
| 737 |
+
2024-05-29 05:09:35,312 - INFO - [102400/436063] Loss : 0.4118
|
| 738 |
+
2024-05-29 05:11:17,137 - INFO - [153600/436063] Loss : 0.4130
|
| 739 |
+
2024-05-29 05:12:58,852 - INFO - [204800/436063] Loss : 0.4134
|
| 740 |
+
2024-05-29 05:14:41,350 - INFO - [256000/436063] Loss : 0.4138
|
| 741 |
+
2024-05-29 05:14:53,042 - INFO - [262144/436063] Loss : 0.4139
|
| 742 |
+
2024-05-29 05:15:42,244 - INFO - Test loss : 0.2143
|
| 743 |
+
2024-05-29 05:15:42,245 - INFO -
|
| 744 |
+
Epoch 65
|
| 745 |
+
2024-05-29 05:17:26,446 - INFO - [51200/436063] Loss : 0.4124
|
| 746 |
+
2024-05-29 05:19:08,345 - INFO - [102400/436063] Loss : 0.4109
|
| 747 |
+
2024-05-29 05:20:50,166 - INFO - [153600/436063] Loss : 0.4110
|
| 748 |
+
2024-05-29 05:22:32,174 - INFO - [204800/436063] Loss : 0.4123
|
| 749 |
+
2024-05-29 05:24:13,847 - INFO - [256000/436063] Loss : 0.4128
|
| 750 |
+
2024-05-29 05:24:25,305 - INFO - [262144/436063] Loss : 0.4128
|
| 751 |
+
2024-05-29 05:25:13,232 - INFO - Test loss : 0.2217
|
| 752 |
+
2024-05-29 05:25:13,232 - INFO -
|
| 753 |
+
Epoch 66
|
| 754 |
+
2024-05-29 05:26:57,066 - INFO - [51200/436063] Loss : 0.4104
|
| 755 |
+
2024-05-29 05:28:39,170 - INFO - [102400/436063] Loss : 0.4095
|
| 756 |
+
2024-05-29 05:30:20,989 - INFO - [153600/436063] Loss : 0.4103
|
| 757 |
+
2024-05-29 05:32:02,957 - INFO - [204800/436063] Loss : 0.4114
|
| 758 |
+
2024-05-29 05:33:45,012 - INFO - [256000/436063] Loss : 0.4120
|
| 759 |
+
2024-05-29 05:33:56,480 - INFO - [262144/436063] Loss : 0.4120
|
| 760 |
+
2024-05-29 05:34:44,448 - INFO - Test loss : 0.2182
|
| 761 |
+
2024-05-29 05:34:44,448 - INFO -
|
| 762 |
+
Epoch 67
|
| 763 |
+
2024-05-29 05:36:29,503 - INFO - [51200/436063] Loss : 0.4093
|
| 764 |
+
2024-05-29 05:38:12,273 - INFO - [102400/436063] Loss : 0.4106
|
| 765 |
+
2024-05-29 05:39:53,999 - INFO - [153600/436063] Loss : 0.4111
|
| 766 |
+
2024-05-29 05:41:29,513 - INFO - [204800/436063] Loss : 0.4112
|
| 767 |
+
2024-05-29 05:42:58,964 - INFO - [256000/436063] Loss : 0.4120
|
| 768 |
+
2024-05-29 05:43:09,028 - INFO - [262144/436063] Loss : 0.4119
|
| 769 |
+
2024-05-29 05:43:51,035 - INFO - Test loss : 0.2244
|
| 770 |
+
2024-05-29 05:43:51,036 - INFO -
|
| 771 |
+
Epoch 68
|
| 772 |
+
2024-05-29 05:45:22,182 - INFO - [51200/436063] Loss : 0.4109
|
| 773 |
+
2024-05-29 05:46:51,383 - INFO - [102400/436063] Loss : 0.4107
|
| 774 |
+
2024-05-29 05:48:20,335 - INFO - [153600/436063] Loss : 0.4104
|
| 775 |
+
2024-05-29 05:49:49,483 - INFO - [204800/436063] Loss : 0.4111
|
| 776 |
+
2024-05-29 05:51:18,889 - INFO - [256000/436063] Loss : 0.4118
|
| 777 |
+
2024-05-29 05:51:28,977 - INFO - [262144/436063] Loss : 0.4119
|
| 778 |
+
2024-05-29 05:52:10,981 - INFO - Test loss : 0.2188
|
| 779 |
+
2024-05-29 05:52:10,981 - INFO -
|
| 780 |
+
Epoch 69
|
| 781 |
+
2024-05-29 05:53:42,114 - INFO - [51200/436063] Loss : 0.4084
|
| 782 |
+
2024-05-29 05:55:11,687 - INFO - [102400/436063] Loss : 0.4110
|
| 783 |
+
2024-05-29 05:56:42,466 - INFO - [153600/436063] Loss : 0.4110
|
| 784 |
+
2024-05-29 05:58:11,477 - INFO - [204800/436063] Loss : 0.4110
|
| 785 |
+
2024-05-29 05:59:35,249 - INFO - [256000/436063] Loss : 0.4111
|
| 786 |
+
2024-05-29 05:59:45,444 - INFO - [262144/436063] Loss : 0.4112
|
| 787 |
+
2024-05-29 06:00:28,404 - INFO - Test loss : 0.2189
|
| 788 |
+
2024-05-29 06:00:28,404 - INFO -
|
| 789 |
+
Epoch 70
|
| 790 |
+
2024-05-29 06:01:59,400 - INFO - [51200/436063] Loss : 0.4087
|
| 791 |
+
2024-05-29 06:03:28,695 - INFO - [102400/436063] Loss : 0.4093
|
| 792 |
+
2024-05-29 06:04:57,710 - INFO - [153600/436063] Loss : 0.4099
|
| 793 |
+
2024-05-29 06:06:22,670 - INFO - [204800/436063] Loss : 0.4101
|
| 794 |
+
2024-05-29 06:07:52,509 - INFO - [256000/436063] Loss : 0.4103
|
| 795 |
+
2024-05-29 06:08:02,519 - INFO - [262144/436063] Loss : 0.4103
|
| 796 |
+
2024-05-29 06:08:44,285 - INFO - Test loss : 0.2204
|
| 797 |
+
2024-05-29 06:08:45,177 - INFO - (24343,)
|
| 798 |
+
2024-05-29 06:09:07,984 - INFO - Split ID: 0
|
| 799 |
+
2024-05-29 06:09:07,998 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 0.58
|
| 800 |
+
2024-05-29 06:09:07,999 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 1.84
|
| 801 |
+
2024-05-29 06:09:08,001 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 3.05
|
| 802 |
+
2024-05-29 06:09:08,002 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 5.66
|
| 803 |
+
2024-05-29 06:09:08,107 - INFO -
|
| 804 |
+
No prior
|
| 805 |
+
2024-05-29 06:09:08,347 - INFO - (24426,)
|
| 806 |
+
2024-05-29 06:09:19,400 - INFO - Split ID: 0
|
| 807 |
+
2024-05-29 06:09:19,401 - INFO - Top 1 (Epoch 70)acc (%): 60.2
|
| 808 |
+
2024-05-29 06:09:19,401 - INFO - Top 3 (Epoch 70)acc (%): 77.9
|
| 809 |
+
2024-05-29 06:09:19,401 - INFO - Top 5 (Epoch 70)acc (%): 83.29
|
| 810 |
+
2024-05-29 06:09:19,401 - INFO - Top 10 (Epoch 70)acc (%): 88.5
|
| 811 |
+
2024-05-29 06:10:03,000 - INFO - Split ID: 0
|
| 812 |
+
2024-05-29 06:10:03,000 - INFO - Top 1 (Epoch 70)acc (%): 71.94
|
| 813 |
+
2024-05-29 06:10:03,000 - INFO - Top 3 (Epoch 70)acc (%): 86.89
|
| 814 |
+
2024-05-29 06:10:03,000 - INFO - Top 5 (Epoch 70)acc (%): 90.36
|
| 815 |
+
2024-05-29 06:10:03,001 - INFO - Top 10 (Epoch 70)acc (%): 93.59
|
| 816 |
+
2024-05-29 06:10:46,632 - INFO - Split ID: 0
|
| 817 |
+
2024-05-29 06:10:46,633 - INFO - Top 1 (Epoch 70)acc (%): 71.94
|
| 818 |
+
2024-05-29 06:10:46,633 - INFO - for optuna top1: 71.94
|
| 819 |
+
2024-05-29 06:10:46,633 - INFO - Top 3 (Epoch 70)acc (%): 86.89
|
| 820 |
+
2024-05-29 06:10:46,633 - INFO - Top 5 (Epoch 70)acc (%): 90.36
|
| 821 |
+
2024-05-29 06:10:46,633 - INFO - Top 10 (Epoch 70)acc (%): 93.59
|
| 822 |
+
2024-05-29 06:10:46,646 - INFO -
|
| 823 |
+
Epoch 71
|
| 824 |
+
2024-05-29 06:12:17,874 - INFO - [51200/436063] Loss : 0.4086
|
| 825 |
+
2024-05-29 06:13:47,413 - INFO - [102400/436063] Loss : 0.4090
|
| 826 |
+
2024-05-29 06:15:18,279 - INFO - [153600/436063] Loss : 0.4101
|
| 827 |
+
2024-05-29 06:16:47,452 - INFO - [204800/436063] Loss : 0.4103
|
| 828 |
+
2024-05-29 06:18:16,266 - INFO - [256000/436063] Loss : 0.4104
|
| 829 |
+
2024-05-29 06:18:26,271 - INFO - [262144/436063] Loss : 0.4105
|
| 830 |
+
2024-05-29 06:19:08,156 - INFO - Test loss : 0.2225
|
| 831 |
+
2024-05-29 06:19:08,156 - INFO -
|
| 832 |
+
Epoch 72
|
| 833 |
+
2024-05-29 06:20:39,406 - INFO - [51200/436063] Loss : 0.4069
|
| 834 |
+
2024-05-29 06:22:08,518 - INFO - [102400/436063] Loss : 0.4081
|
| 835 |
+
2024-05-29 06:23:37,740 - INFO - [153600/436063] Loss : 0.4086
|
| 836 |
+
2024-05-29 06:25:06,914 - INFO - [204800/436063] Loss : 0.4097
|
| 837 |
+
2024-05-29 06:26:36,146 - INFO - [256000/436063] Loss : 0.4099
|
| 838 |
+
2024-05-29 06:26:46,232 - INFO - [262144/436063] Loss : 0.4101
|
| 839 |
+
2024-05-29 06:27:28,205 - INFO - Test loss : 0.2200
|
| 840 |
+
2024-05-29 06:27:28,206 - INFO -
|
| 841 |
+
Epoch 73
|
| 842 |
+
2024-05-29 06:28:59,068 - INFO - [51200/436063] Loss : 0.4083
|
| 843 |
+
2024-05-29 06:30:28,446 - INFO - [102400/436063] Loss : 0.4089
|
| 844 |
+
2024-05-29 06:31:57,721 - INFO - [153600/436063] Loss : 0.4091
|
| 845 |
+
2024-05-29 06:33:28,578 - INFO - [204800/436063] Loss : 0.4094
|
| 846 |
+
2024-05-29 06:34:58,133 - INFO - [256000/436063] Loss : 0.4098
|
| 847 |
+
2024-05-29 06:35:08,181 - INFO - [262144/436063] Loss : 0.4098
|
| 848 |
+
2024-05-29 06:35:50,312 - INFO - Test loss : 0.2232
|
| 849 |
+
2024-05-29 06:35:50,312 - INFO -
|
| 850 |
+
Epoch 74
|
| 851 |
+
2024-05-29 06:37:21,379 - INFO - [51200/436063] Loss : 0.4065
|
| 852 |
+
2024-05-29 06:38:50,366 - INFO - [102400/436063] Loss : 0.4081
|
| 853 |
+
2024-05-29 06:40:19,410 - INFO - [153600/436063] Loss : 0.4078
|
| 854 |
+
2024-05-29 06:41:48,603 - INFO - [204800/436063] Loss : 0.4085
|
| 855 |
+
2024-05-29 06:43:17,650 - INFO - [256000/436063] Loss : 0.4091
|
| 856 |
+
2024-05-29 06:43:27,652 - INFO - [262144/436063] Loss : 0.4091
|
| 857 |
+
2024-05-29 06:44:09,718 - INFO - Test loss : 0.2238
|
| 858 |
+
2024-05-29 06:44:09,718 - INFO -
|
| 859 |
+
Epoch 75
|
| 860 |
+
2024-05-29 06:45:41,286 - INFO - [51200/436063] Loss : 0.4050
|
| 861 |
+
2024-05-29 06:47:10,645 - INFO - [102400/436063] Loss : 0.4060
|
| 862 |
+
2024-05-29 06:48:39,610 - INFO - [153600/436063] Loss : 0.4065
|
| 863 |
+
2024-05-29 06:50:08,462 - INFO - [204800/436063] Loss : 0.4071
|
| 864 |
+
2024-05-29 06:51:38,466 - INFO - [256000/436063] Loss : 0.4078
|
| 865 |
+
2024-05-29 06:51:48,812 - INFO - [262144/436063] Loss : 0.4079
|
| 866 |
+
2024-05-29 06:52:31,889 - INFO - Test loss : 0.2244
|
| 867 |
+
2024-05-29 06:52:31,889 - INFO -
|
| 868 |
+
Epoch 76
|
| 869 |
+
2024-05-29 06:54:03,239 - INFO - [51200/436063] Loss : 0.4073
|
| 870 |
+
2024-05-29 06:55:32,503 - INFO - [102400/436063] Loss : 0.4074
|
| 871 |
+
2024-05-29 06:57:01,680 - INFO - [153600/436063] Loss : 0.4072
|
| 872 |
+
2024-05-29 06:58:30,858 - INFO - [204800/436063] Loss : 0.4077
|
| 873 |
+
2024-05-29 06:59:55,426 - INFO - [256000/436063] Loss : 0.4084
|
| 874 |
+
2024-05-29 07:00:04,088 - INFO - [262144/436063] Loss : 0.4085
|
| 875 |
+
2024-05-29 07:00:43,510 - INFO - Test loss : 0.2228
|
| 876 |
+
2024-05-29 07:00:43,510 - INFO -
|
| 877 |
+
Epoch 77
|
| 878 |
+
2024-05-29 07:02:15,589 - INFO - [51200/436063] Loss : 0.4062
|
| 879 |
+
2024-05-29 07:03:45,404 - INFO - [102400/436063] Loss : 0.4060
|
| 880 |
+
2024-05-29 07:05:15,226 - INFO - [153600/436063] Loss : 0.4060
|
| 881 |
+
2024-05-29 07:06:44,868 - INFO - [204800/436063] Loss : 0.4064
|
| 882 |
+
2024-05-29 07:08:14,377 - INFO - [256000/436063] Loss : 0.4070
|
| 883 |
+
2024-05-29 07:08:24,427 - INFO - [262144/436063] Loss : 0.4070
|
| 884 |
+
2024-05-29 07:09:06,537 - INFO - Test loss : 0.2251
|
| 885 |
+
2024-05-29 07:09:06,539 - INFO -
|
| 886 |
+
Epoch 78
|
| 887 |
+
2024-05-29 07:10:39,112 - INFO - [51200/436063] Loss : 0.4067
|
| 888 |
+
2024-05-29 07:12:09,518 - INFO - [102400/436063] Loss : 0.4060
|
| 889 |
+
2024-05-29 07:13:39,041 - INFO - [153600/436063] Loss : 0.4068
|
| 890 |
+
2024-05-29 07:15:08,536 - INFO - [204800/436063] Loss : 0.4076
|
| 891 |
+
2024-05-29 07:16:38,374 - INFO - [256000/436063] Loss : 0.4077
|
| 892 |
+
2024-05-29 07:16:48,416 - INFO - [262144/436063] Loss : 0.4078
|
| 893 |
+
2024-05-29 07:17:30,569 - INFO - Test loss : 0.2268
|
| 894 |
+
2024-05-29 07:17:30,569 - INFO -
|
| 895 |
+
Epoch 79
|
| 896 |
+
2024-05-29 07:19:02,108 - INFO - [51200/436063] Loss : 0.4031
|
| 897 |
+
2024-05-29 07:20:31,665 - INFO - [102400/436063] Loss : 0.4052
|
| 898 |
+
2024-05-29 07:22:01,088 - INFO - [153600/436063] Loss : 0.4060
|
| 899 |
+
2024-05-29 07:23:30,674 - INFO - [204800/436063] Loss : 0.4065
|
| 900 |
+
2024-05-29 07:24:55,677 - INFO - [256000/436063] Loss : 0.4069
|
| 901 |
+
2024-05-29 07:25:05,937 - INFO - [262144/436063] Loss : 0.4069
|
| 902 |
+
2024-05-29 07:25:48,688 - INFO - Test loss : 0.2254
|
| 903 |
+
2024-05-29 07:25:48,688 - INFO -
|
| 904 |
+
Epoch 80
|
| 905 |
+
2024-05-29 07:27:21,190 - INFO - [51200/436063] Loss : 0.4064
|
| 906 |
+
2024-05-29 07:28:50,074 - INFO - [102400/436063] Loss : 0.4062
|
| 907 |
+
2024-05-29 07:30:17,600 - INFO - [153600/436063] Loss : 0.4061
|
| 908 |
+
2024-05-29 07:31:43,569 - INFO - [204800/436063] Loss : 0.4060
|
| 909 |
+
2024-05-29 07:33:13,367 - INFO - [256000/436063] Loss : 0.4065
|
| 910 |
+
2024-05-29 07:33:23,373 - INFO - [262144/436063] Loss : 0.4065
|
| 911 |
+
2024-05-29 07:34:05,277 - INFO - Test loss : 0.2289
|
| 912 |
+
2024-05-29 07:34:06,233 - INFO - (24343,)
|
| 913 |
+
2024-05-29 07:34:28,911 - INFO - Split ID: 0
|
| 914 |
+
2024-05-29 07:34:28,924 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 0.64
|
| 915 |
+
2024-05-29 07:34:28,925 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 1.92
|
| 916 |
+
2024-05-29 07:34:28,927 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 3.13
|
| 917 |
+
2024-05-29 07:34:28,928 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 5.84
|
| 918 |
+
2024-05-29 07:34:29,065 - INFO -
|
| 919 |
+
No prior
|
| 920 |
+
2024-05-29 07:34:29,347 - INFO - (24426,)
|
| 921 |
+
2024-05-29 07:34:40,156 - INFO - Split ID: 0
|
| 922 |
+
2024-05-29 07:34:40,156 - INFO - Top 1 (Epoch 80)acc (%): 60.2
|
| 923 |
+
2024-05-29 07:34:40,157 - INFO - Top 3 (Epoch 80)acc (%): 77.9
|
| 924 |
+
2024-05-29 07:34:40,157 - INFO - Top 5 (Epoch 80)acc (%): 83.29
|
| 925 |
+
2024-05-29 07:34:40,157 - INFO - Top 10 (Epoch 80)acc (%): 88.5
|
| 926 |
+
2024-05-29 07:35:23,832 - INFO - Split ID: 0
|
| 927 |
+
2024-05-29 07:35:23,832 - INFO - Top 1 (Epoch 80)acc (%): 72.01
|
| 928 |
+
2024-05-29 07:35:23,832 - INFO - Top 3 (Epoch 80)acc (%): 86.89
|
| 929 |
+
2024-05-29 07:35:23,832 - INFO - Top 5 (Epoch 80)acc (%): 90.37
|
| 930 |
+
2024-05-29 07:35:23,833 - INFO - Top 10 (Epoch 80)acc (%): 93.56
|
| 931 |
+
2024-05-29 07:36:07,487 - INFO - Split ID: 0
|
| 932 |
+
2024-05-29 07:36:07,487 - INFO - Top 1 (Epoch 80)acc (%): 72.01
|
| 933 |
+
2024-05-29 07:36:07,487 - INFO - for optuna top1: 72.01
|
| 934 |
+
2024-05-29 07:36:07,487 - INFO - Top 3 (Epoch 80)acc (%): 86.89
|
| 935 |
+
2024-05-29 07:36:07,487 - INFO - Top 5 (Epoch 80)acc (%): 90.37
|
| 936 |
+
2024-05-29 07:36:07,487 - INFO - Top 10 (Epoch 80)acc (%): 93.56
|
| 937 |
+
2024-05-29 07:36:07,498 - INFO -
|
| 938 |
+
Epoch 81
|
| 939 |
+
2024-05-29 07:37:38,829 - INFO - [51200/436063] Loss : 0.4031
|
| 940 |
+
2024-05-29 07:39:08,337 - INFO - [102400/436063] Loss : 0.4040
|
| 941 |
+
2024-05-29 07:40:37,360 - INFO - [153600/436063] Loss : 0.4052
|
| 942 |
+
2024-05-29 07:42:06,472 - INFO - [204800/436063] Loss : 0.4055
|
| 943 |
+
2024-05-29 07:43:35,605 - INFO - [256000/436063] Loss : 0.4058
|
| 944 |
+
2024-05-29 07:43:45,641 - INFO - [262144/436063] Loss : 0.4059
|
| 945 |
+
2024-05-29 07:44:27,868 - INFO - Test loss : 0.2269
|
| 946 |
+
2024-05-29 07:44:27,868 - INFO -
|
| 947 |
+
Epoch 82
|
| 948 |
+
2024-05-29 07:45:59,192 - INFO - [51200/436063] Loss : 0.4066
|
| 949 |
+
2024-05-29 07:47:28,574 - INFO - [102400/436063] Loss : 0.4051
|
| 950 |
+
2024-05-29 07:49:01,248 - INFO - [153600/436063] Loss : 0.4057
|
| 951 |
+
2024-05-29 07:50:30,334 - INFO - [204800/436063] Loss : 0.4061
|
| 952 |
+
2024-05-29 07:51:59,428 - INFO - [256000/436063] Loss : 0.4062
|
| 953 |
+
2024-05-29 07:52:09,524 - INFO - [262144/436063] Loss : 0.4062
|
| 954 |
+
2024-05-29 07:52:51,532 - INFO - Test loss : 0.2347
|
| 955 |
+
2024-05-29 07:52:51,532 - INFO -
|
| 956 |
+
Epoch 83
|
| 957 |
+
2024-05-29 07:54:22,904 - INFO - [51200/436063] Loss : 0.4011
|
| 958 |
+
2024-05-29 07:55:52,316 - INFO - [102400/436063] Loss : 0.4026
|
| 959 |
+
2024-05-29 07:57:21,446 - INFO - [153600/436063] Loss : 0.4038
|
| 960 |
+
2024-05-29 07:58:50,713 - INFO - [204800/436063] Loss : 0.4041
|
| 961 |
+
2024-05-29 08:00:19,938 - INFO - [256000/436063] Loss : 0.4046
|
| 962 |
+
2024-05-29 08:00:29,953 - INFO - [262144/436063] Loss : 0.4045
|
| 963 |
+
2024-05-29 08:01:11,838 - INFO - Test loss : 0.2341
|
| 964 |
+
2024-05-29 08:01:11,838 - INFO -
|
| 965 |
+
Epoch 84
|
| 966 |
+
2024-05-29 08:02:42,880 - INFO - [51200/436063] Loss : 0.4050
|
| 967 |
+
2024-05-29 08:04:12,116 - INFO - [102400/436063] Loss : 0.4050
|
| 968 |
+
2024-05-29 08:05:41,236 - INFO - [153600/436063] Loss : 0.4047
|
| 969 |
+
2024-05-29 08:07:10,634 - INFO - [204800/436063] Loss : 0.4049
|
| 970 |
+
2024-05-29 08:08:43,652 - INFO - [256000/436063] Loss : 0.4048
|
| 971 |
+
2024-05-29 08:08:53,736 - INFO - [262144/436063] Loss : 0.4050
|
| 972 |
+
2024-05-29 08:09:35,863 - INFO - Test loss : 0.2288
|
| 973 |
+
2024-05-29 08:09:35,863 - INFO -
|
| 974 |
+
Epoch 85
|
| 975 |
+
2024-05-29 08:11:07,154 - INFO - [51200/436063] Loss : 0.4035
|
| 976 |
+
2024-05-29 08:12:36,035 - INFO - [102400/436063] Loss : 0.4036
|
| 977 |
+
2024-05-29 08:14:05,009 - INFO - [153600/436063] Loss : 0.4037
|
| 978 |
+
2024-05-29 08:15:33,980 - INFO - [204800/436063] Loss : 0.4041
|
| 979 |
+
2024-05-29 08:17:03,520 - INFO - [256000/436063] Loss : 0.4045
|
| 980 |
+
2024-05-29 08:17:13,477 - INFO - [262144/436063] Loss : 0.4046
|
| 981 |
+
2024-05-29 08:17:55,543 - INFO - Test loss : 0.2287
|
| 982 |
+
2024-05-29 08:17:55,544 - INFO -
|
| 983 |
+
Epoch 86
|
| 984 |
+
2024-05-29 08:19:26,920 - INFO - [51200/436063] Loss : 0.4007
|
| 985 |
+
2024-05-29 08:20:56,092 - INFO - [102400/436063] Loss : 0.4024
|
| 986 |
+
2024-05-29 08:22:25,442 - INFO - [153600/436063] Loss : 0.4032
|
| 987 |
+
2024-05-29 08:23:54,671 - INFO - [204800/436063] Loss : 0.4038
|
| 988 |
+
2024-05-29 08:25:24,194 - INFO - [256000/436063] Loss : 0.4043
|
| 989 |
+
2024-05-29 08:25:34,248 - INFO - [262144/436063] Loss : 0.4042
|
| 990 |
+
2024-05-29 08:26:17,082 - INFO - Test loss : 0.2264
|
| 991 |
+
2024-05-29 08:26:17,082 - INFO -
|
| 992 |
+
Epoch 87
|
| 993 |
+
2024-05-29 08:27:51,388 - INFO - [51200/436063] Loss : 0.4005
|
| 994 |
+
2024-05-29 08:29:20,719 - INFO - [102400/436063] Loss : 0.4016
|
| 995 |
+
2024-05-29 08:30:49,763 - INFO - [153600/436063] Loss : 0.4026
|
| 996 |
+
2024-05-29 08:32:18,750 - INFO - [204800/436063] Loss : 0.4030
|
| 997 |
+
2024-05-29 08:33:45,520 - INFO - [256000/436063] Loss : 0.4035
|
| 998 |
+
2024-05-29 08:33:55,608 - INFO - [262144/436063] Loss : 0.4035
|
| 999 |
+
2024-05-29 08:34:37,629 - INFO - Test loss : 0.2309
|
| 1000 |
+
2024-05-29 08:34:37,629 - INFO -
|
| 1001 |
+
Epoch 88
|
| 1002 |
+
2024-05-29 08:36:09,058 - INFO - [51200/436063] Loss : 0.4027
|
| 1003 |
+
2024-05-29 08:37:38,510 - INFO - [102400/436063] Loss : 0.4027
|
| 1004 |
+
2024-05-29 08:39:07,411 - INFO - [153600/436063] Loss : 0.4031
|
| 1005 |
+
2024-05-29 08:40:36,491 - INFO - [204800/436063] Loss : 0.4036
|
| 1006 |
+
2024-05-29 08:42:05,557 - INFO - [256000/436063] Loss : 0.4036
|
| 1007 |
+
2024-05-29 08:42:15,579 - INFO - [262144/436063] Loss : 0.4037
|
| 1008 |
+
2024-05-29 08:42:57,577 - INFO - Test loss : 0.2310
|
| 1009 |
+
2024-05-29 08:42:57,577 - INFO -
|
| 1010 |
+
Epoch 89
|
| 1011 |
+
2024-05-29 08:44:28,663 - INFO - [51200/436063] Loss : 0.4027
|
| 1012 |
+
2024-05-29 08:46:00,670 - INFO - [102400/436063] Loss : 0.4026
|
| 1013 |
+
2024-05-29 08:47:30,589 - INFO - [153600/436063] Loss : 0.4029
|
| 1014 |
+
2024-05-29 08:48:58,645 - INFO - [204800/436063] Loss : 0.4038
|
| 1015 |
+
2024-05-29 08:50:24,217 - INFO - [256000/436063] Loss : 0.4039
|
| 1016 |
+
2024-05-29 08:50:34,504 - INFO - [262144/436063] Loss : 0.4039
|
| 1017 |
+
2024-05-29 08:51:17,059 - INFO - Test loss : 0.2336
|
| 1018 |
+
2024-05-29 08:51:17,059 - INFO -
|
| 1019 |
+
Epoch 90
|
| 1020 |
+
2024-05-29 08:52:48,125 - INFO - [51200/436063] Loss : 0.4004
|
| 1021 |
+
2024-05-29 08:54:17,424 - INFO - [102400/436063] Loss : 0.4017
|
| 1022 |
+
2024-05-29 08:55:43,548 - INFO - [153600/436063] Loss : 0.4016
|
| 1023 |
+
2024-05-29 08:57:11,167 - INFO - [204800/436063] Loss : 0.4022
|
| 1024 |
+
2024-05-29 08:58:40,982 - INFO - [256000/436063] Loss : 0.4026
|
| 1025 |
+
2024-05-29 08:58:50,973 - INFO - [262144/436063] Loss : 0.4028
|
| 1026 |
+
2024-05-29 08:59:32,950 - INFO - Test loss : 0.2274
|
| 1027 |
+
2024-05-29 08:59:34,029 - INFO - (24343,)
|
| 1028 |
+
2024-05-29 08:59:57,737 - INFO - Split ID: 0
|
| 1029 |
+
2024-05-29 08:59:57,747 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 0.69
|
| 1030 |
+
2024-05-29 08:59:57,748 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 1.98
|
| 1031 |
+
2024-05-29 08:59:57,748 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 3.2
|
| 1032 |
+
2024-05-29 08:59:57,749 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 6.17
|
| 1033 |
+
2024-05-29 08:59:57,881 - INFO -
|
| 1034 |
+
No prior
|
| 1035 |
+
2024-05-29 08:59:58,170 - INFO - (24426,)
|
| 1036 |
+
2024-05-29 09:00:09,724 - INFO - Split ID: 0
|
| 1037 |
+
2024-05-29 09:00:09,725 - INFO - Top 1 (Epoch 90)acc (%): 60.2
|
| 1038 |
+
2024-05-29 09:00:09,725 - INFO - Top 3 (Epoch 90)acc (%): 77.9
|
| 1039 |
+
2024-05-29 09:00:09,725 - INFO - Top 5 (Epoch 90)acc (%): 83.29
|
| 1040 |
+
2024-05-29 09:00:09,725 - INFO - Top 10 (Epoch 90)acc (%): 88.5
|
| 1041 |
+
2024-05-29 09:00:53,460 - INFO - Split ID: 0
|
| 1042 |
+
2024-05-29 09:00:53,461 - INFO - Top 1 (Epoch 90)acc (%): 71.99
|
| 1043 |
+
2024-05-29 09:00:53,461 - INFO - Top 3 (Epoch 90)acc (%): 86.9
|
| 1044 |
+
2024-05-29 09:00:53,461 - INFO - Top 5 (Epoch 90)acc (%): 90.37
|
| 1045 |
+
2024-05-29 09:00:53,461 - INFO - Top 10 (Epoch 90)acc (%): 93.6
|
| 1046 |
+
2024-05-29 09:01:37,228 - INFO - Split ID: 0
|
| 1047 |
+
2024-05-29 09:01:37,228 - INFO - Top 1 (Epoch 90)acc (%): 71.99
|
| 1048 |
+
2024-05-29 09:01:37,228 - INFO - for optuna top1: 71.99
|
| 1049 |
+
2024-05-29 09:01:37,229 - INFO - Top 3 (Epoch 90)acc (%): 86.9
|
| 1050 |
+
2024-05-29 09:01:37,229 - INFO - Top 5 (Epoch 90)acc (%): 90.37
|
| 1051 |
+
2024-05-29 09:01:37,229 - INFO - Top 10 (Epoch 90)acc (%): 93.6
|
| 1052 |
+
2024-05-29 09:01:37,247 - INFO -
|
| 1053 |
+
Epoch 91
|
| 1054 |
+
2024-05-29 09:03:08,252 - INFO - [51200/436063] Loss : 0.4012
|
| 1055 |
+
2024-05-29 09:04:39,359 - INFO - [102400/436063] Loss : 0.4015
|
| 1056 |
+
2024-05-29 09:06:10,547 - INFO - [153600/436063] Loss : 0.4018
|
| 1057 |
+
2024-05-29 09:07:39,808 - INFO - [204800/436063] Loss : 0.4023
|
| 1058 |
+
2024-05-29 09:09:09,470 - INFO - [256000/436063] Loss : 0.4030
|
| 1059 |
+
2024-05-29 09:09:19,517 - INFO - [262144/436063] Loss : 0.4030
|
| 1060 |
+
2024-05-29 09:10:01,643 - INFO - Test loss : 0.2245
|
| 1061 |
+
2024-05-29 09:10:01,644 - INFO -
|
| 1062 |
+
Epoch 92
|
| 1063 |
+
2024-05-29 09:11:32,853 - INFO - [51200/436063] Loss : 0.4025
|
| 1064 |
+
2024-05-29 09:13:01,475 - INFO - [102400/436063] Loss : 0.4024
|
| 1065 |
+
2024-05-29 09:14:28,750 - INFO - [153600/436063] Loss : 0.4031
|
| 1066 |
+
2024-05-29 09:15:57,952 - INFO - [204800/436063] Loss : 0.4032
|
| 1067 |
+
2024-05-29 09:17:27,355 - INFO - [256000/436063] Loss : 0.4030
|
| 1068 |
+
2024-05-29 09:17:37,500 - INFO - [262144/436063] Loss : 0.4031
|
| 1069 |
+
2024-05-29 09:18:19,576 - INFO - Test loss : 0.2372
|
| 1070 |
+
2024-05-29 09:18:19,576 - INFO -
|
| 1071 |
+
Epoch 93
|
| 1072 |
+
2024-05-29 09:19:50,774 - INFO - [51200/436063] Loss : 0.4021
|
| 1073 |
+
2024-05-29 09:21:20,083 - INFO - [102400/436063] Loss : 0.4016
|
| 1074 |
+
2024-05-29 09:22:49,105 - INFO - [153600/436063] Loss : 0.4012
|
| 1075 |
+
2024-05-29 09:24:21,813 - INFO - [204800/436063] Loss : 0.4014
|
| 1076 |
+
2024-05-29 09:25:51,043 - INFO - [256000/436063] Loss : 0.4020
|
| 1077 |
+
2024-05-29 09:26:01,092 - INFO - [262144/436063] Loss : 0.4022
|
| 1078 |
+
2024-05-29 09:26:43,231 - INFO - Test loss : 0.2310
|
| 1079 |
+
2024-05-29 09:26:43,232 - INFO -
|
| 1080 |
+
Epoch 94
|
| 1081 |
+
2024-05-29 09:28:14,433 - INFO - [51200/436063] Loss : 0.4030
|
| 1082 |
+
2024-05-29 09:29:43,774 - INFO - [102400/436063] Loss : 0.4019
|
| 1083 |
+
2024-05-29 09:31:12,951 - INFO - [153600/436063] Loss : 0.4026
|
| 1084 |
+
2024-05-29 09:32:42,360 - INFO - [204800/436063] Loss : 0.4024
|
| 1085 |
+
2024-05-29 09:34:11,699 - INFO - [256000/436063] Loss : 0.4023
|
| 1086 |
+
2024-05-29 09:34:21,864 - INFO - [262144/436063] Loss : 0.4023
|
| 1087 |
+
2024-05-29 09:35:03,747 - INFO - Test loss : 0.2302
|
| 1088 |
+
2024-05-29 09:35:03,748 - INFO -
|
| 1089 |
+
Epoch 95
|
| 1090 |
+
2024-05-29 09:36:35,136 - INFO - [51200/436063] Loss : 0.4023
|
| 1091 |
+
2024-05-29 09:38:04,618 - INFO - [102400/436063] Loss : 0.4021
|
| 1092 |
+
2024-05-29 09:39:33,556 - INFO - [153600/436063] Loss : 0.4021
|
| 1093 |
+
2024-05-29 09:41:03,180 - INFO - [204800/436063] Loss : 0.4024
|
| 1094 |
+
2024-05-29 09:42:33,447 - INFO - [256000/436063] Loss : 0.4021
|
| 1095 |
+
2024-05-29 09:42:44,292 - INFO - [262144/436063] Loss : 0.4021
|
| 1096 |
+
2024-05-29 09:43:28,910 - INFO - Test loss : 0.2306
|
| 1097 |
+
2024-05-29 09:43:28,910 - INFO -
|
| 1098 |
+
Epoch 96
|
| 1099 |
+
2024-05-29 09:45:00,046 - INFO - [51200/436063] Loss : 0.3997
|
| 1100 |
+
2024-05-29 09:46:29,612 - INFO - [102400/436063] Loss : 0.4000
|
| 1101 |
+
2024-05-29 09:47:59,022 - INFO - [153600/436063] Loss : 0.4007
|
| 1102 |
+
2024-05-29 09:49:28,358 - INFO - [204800/436063] Loss : 0.4010
|
| 1103 |
+
2024-05-29 09:50:57,857 - INFO - [256000/436063] Loss : 0.4015
|
| 1104 |
+
2024-05-29 09:51:08,073 - INFO - [262144/436063] Loss : 0.4015
|
| 1105 |
+
2024-05-29 09:51:50,215 - INFO - Test loss : 0.2348
|
| 1106 |
+
2024-05-29 09:51:50,215 - INFO -
|
| 1107 |
+
Epoch 97
|
| 1108 |
+
2024-05-29 09:53:21,704 - INFO - [51200/436063] Loss : 0.4000
|
| 1109 |
+
2024-05-29 09:54:49,536 - INFO - [102400/436063] Loss : 0.3991
|
| 1110 |
+
2024-05-29 09:56:18,387 - INFO - [153600/436063] Loss : 0.4000
|
| 1111 |
+
2024-05-29 09:57:47,667 - INFO - [204800/436063] Loss : 0.4005
|
| 1112 |
+
2024-05-29 09:59:17,187 - INFO - [256000/436063] Loss : 0.4005
|
| 1113 |
+
2024-05-29 09:59:27,383 - INFO - [262144/436063] Loss : 0.4006
|
| 1114 |
+
2024-05-29 10:00:09,267 - INFO - Test loss : 0.2338
|
| 1115 |
+
2024-05-29 10:00:09,267 - INFO -
|
| 1116 |
+
Epoch 98
|
| 1117 |
+
2024-05-29 10:01:40,699 - INFO - [51200/436063] Loss : 0.3992
|
| 1118 |
+
2024-05-29 10:03:13,759 - INFO - [102400/436063] Loss : 0.4001
|
| 1119 |
+
2024-05-29 10:04:42,749 - INFO - [153600/436063] Loss : 0.4005
|
| 1120 |
+
2024-05-29 10:06:09,896 - INFO - [204800/436063] Loss : 0.4009
|
| 1121 |
+
2024-05-29 10:07:40,046 - INFO - [256000/436063] Loss : 0.4014
|
| 1122 |
+
2024-05-29 10:07:48,690 - INFO - [262144/436063] Loss : 0.4014
|
| 1123 |
+
2024-05-29 10:08:24,654 - INFO - Test loss : 0.2304
|
| 1124 |
+
2024-05-29 10:08:24,658 - INFO -
|
| 1125 |
+
Epoch 99
|
| 1126 |
+
2024-05-29 10:09:43,274 - INFO - [51200/436063] Loss : 0.4005
|
| 1127 |
+
2024-05-29 10:10:59,811 - INFO - [102400/436063] Loss : 0.4002
|
| 1128 |
+
2024-05-29 10:12:13,965 - INFO - [153600/436063] Loss : 0.4001
|
| 1129 |
+
2024-05-29 10:13:29,212 - INFO - [204800/436063] Loss : 0.3999
|
| 1130 |
+
2024-05-29 10:14:32,702 - INFO - [256000/436063] Loss : 0.4003
|
| 1131 |
+
2024-05-29 10:14:39,898 - INFO - [262144/436063] Loss : 0.4003
|
| 1132 |
+
2024-05-29 10:15:09,726 - INFO - Test loss : 0.2335
|
| 1133 |
+
2024-05-29 10:15:09,727 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1134 |
+
2024-05-29 10:15:09,848 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1135 |
+
2024-05-29 10:15:10,081 - INFO -
|
| 1136 |
+
No prior
|
| 1137 |
+
2024-05-29 10:15:10,328 - INFO - (24426,)
|
| 1138 |
+
2024-05-29 10:15:21,463 - INFO - Split ID: 0
|
| 1139 |
+
2024-05-29 10:15:21,463 - INFO - Top 1 acc (%): 60.2
|
| 1140 |
+
2024-05-29 10:15:21,463 - INFO - Top 3 acc (%): 77.9
|
| 1141 |
+
2024-05-29 10:15:21,463 - INFO - Top 5 acc (%): 83.29
|
| 1142 |
+
2024-05-29 10:15:21,463 - INFO - Top 10 acc (%): 88.5
|
| 1143 |
+
2024-05-29 10:15:54,229 - INFO - Split ID: 0
|
| 1144 |
+
2024-05-29 10:15:54,229 - INFO - Top 1 acc (%): 72.06
|
| 1145 |
+
2024-05-29 10:15:54,229 - INFO - Top 3 acc (%): 86.94
|
| 1146 |
+
2024-05-29 10:15:54,229 - INFO - Top 5 acc (%): 90.34
|
| 1147 |
+
2024-05-29 10:15:54,229 - INFO - Top 10 acc (%): 93.6
|
| 1148 |
+
2024-05-29 10:16:26,867 - INFO - Split ID: 0
|
| 1149 |
+
2024-05-29 10:16:26,867 - INFO - Top 1 acc (%): 72.06
|
| 1150 |
+
2024-05-29 10:16:26,867 - INFO - for optuna top1: 72.06
|
| 1151 |
+
2024-05-29 10:16:26,867 - INFO - Top 3 acc (%): 86.94
|
| 1152 |
+
2024-05-29 10:16:26,867 - INFO - Top 5 acc (%): 90.34
|
| 1153 |
+
2024-05-29 10:16:26,867 - INFO - Top 10 acc (%): 93.6
|
| 1154 |
+
2024-05-29 10:16:26,879 - INFO -
|
| 1155 |
+
Sphere2Vec-sphereM+
|
| 1156 |
+
2024-05-29 10:16:26,879 - INFO - Model : model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1157 |
+
2024-05-29 10:16:27,891 - INFO - (24343,)
|
| 1158 |
+
2024-05-29 10:16:50,779 - INFO - Split ID: 0
|
| 1159 |
+
2024-05-29 10:16:50,789 - INFO - Top 1 LocEnc acc (%): 0.63
|
| 1160 |
+
2024-05-29 10:16:50,790 - INFO - Top 3 LocEnc acc (%): 2.02
|
| 1161 |
+
2024-05-29 10:16:50,791 - INFO - Top 5 LocEnc acc (%): 3.21
|
| 1162 |
+
2024-05-29 10:16:50,792 - INFO - Top 10 LocEnc acc (%): 6.25
|
| 1163 |
+
2024-05-30 20:34:07,651 - INFO -
|
| 1164 |
+
num_classes 8142
|
| 1165 |
+
2024-05-30 20:34:07,662 - INFO - num train 436063
|
| 1166 |
+
2024-05-30 20:34:07,662 - INFO - num val 24343
|
| 1167 |
+
2024-05-30 20:34:07,662 - INFO - train loss full_loss
|
| 1168 |
+
2024-05-30 20:34:07,662 - INFO - model name ../models/sphere2vec_sphereMplus/model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1169 |
+
2024-05-30 20:34:07,662 - INFO - num users 18643
|
| 1170 |
+
2024-05-30 20:34:07,972 - INFO -
|
| 1171 |
+
Only Sphere2Vec-sphereM+
|
| 1172 |
+
2024-05-30 20:34:07,972 - INFO - Model : model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1173 |
+
2024-05-30 20:34:08,316 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1174 |
+
2024-05-30 20:34:08,693 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1175 |
+
2024-05-30 20:34:09,083 - INFO -
|
| 1176 |
+
No prior
|
| 1177 |
+
2024-05-30 20:34:09,311 - INFO - (24426,)
|
| 1178 |
+
2024-05-30 20:34:26,622 - INFO - Save results to ../eval_results/eval_inat_2018__val_no_prior.csv
|
| 1179 |
+
2024-05-30 20:34:26,622 - INFO - Split ID: 0
|
| 1180 |
+
2024-05-30 20:34:26,622 - INFO - Top 1 acc (%): 60.2
|
| 1181 |
+
2024-05-30 20:34:26,622 - INFO - Top 3 acc (%): 77.9
|
| 1182 |
+
2024-05-30 20:34:26,622 - INFO - Top 5 acc (%): 83.29
|
| 1183 |
+
2024-05-30 20:34:26,622 - INFO - Top 10 acc (%): 88.5
|
| 1184 |
+
2024-05-30 20:34:52,569 - INFO - Split ID: 0
|
| 1185 |
+
2024-05-30 20:34:52,569 - INFO - Top 1 hit (%): 72.06
|
| 1186 |
+
2024-05-30 20:34:52,570 - INFO - Top 3 hit (%): 86.94
|
| 1187 |
+
2024-05-30 20:34:52,570 - INFO - Top 5 hit (%): 90.34
|
| 1188 |
+
2024-05-30 20:34:52,570 - INFO - Top 10 hit (%): 93.6
|
| 1189 |
+
2024-05-30 20:34:52,575 - INFO -
|
| 1190 |
+
Only Sphere2Vec-sphereM+
|
| 1191 |
+
2024-05-30 20:34:52,575 - INFO - Model : model_inat_2018_Sphere2Vec-sphereM+_0.0005_64_0.0010000_1_1024_leakyrelu.pth.tar
|
| 1192 |
+
2024-05-30 20:34:53,361 - INFO - (24343,)
|
| 1193 |
+
2024-05-30 20:35:13,341 - INFO - Split ID: 0
|
| 1194 |
+
2024-05-30 20:35:13,349 - INFO - Top 1 LocEnc acc (%): 0.63
|
| 1195 |
+
2024-05-30 20:35:13,350 - INFO - Top 3 LocEnc acc (%): 2.02
|
| 1196 |
+
2024-05-30 20:35:13,351 - INFO - Top 5 LocEnc acc (%): 3.21
|
| 1197 |
+
2024-05-30 20:35:13,351 - INFO - Top 10 LocEnc acc (%): 6.25
|