Upload data/model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.log with huggingface_hub
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data/model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.log
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| 1 |
+
2024-05-23 23:44:31,173 - INFO -
|
| 2 |
+
num_classes 100
|
| 3 |
+
2024-05-23 23:44:31,174 - INFO - num train 66739
|
| 4 |
+
2024-05-23 23:44:31,174 - INFO - num val 4449
|
| 5 |
+
2024-05-23 23:44:31,174 - INFO - train loss full_loss
|
| 6 |
+
2024-05-23 23:44:31,174 - INFO - model name ../models/sphere2vec_sphereM/model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 7 |
+
2024-05-23 23:44:31,174 - INFO - num users 1
|
| 8 |
+
2024-05-23 23:44:31,397 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-23 23:44:53,466 - INFO - [51200/66739] Loss : 1.4922
|
| 11 |
+
2024-05-23 23:44:58,677 - INFO - [66560/66739] Loss : 1.4342
|
| 12 |
+
2024-05-23 23:45:00,567 - INFO - Test loss : 0.5363
|
| 13 |
+
2024-05-23 23:45:00,567 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-23 23:45:23,045 - INFO - [51200/66739] Loss : 1.1846
|
| 16 |
+
2024-05-23 23:45:28,828 - INFO - [66560/66739] Loss : 1.1780
|
| 17 |
+
2024-05-23 23:45:30,533 - INFO - Test loss : 0.5114
|
| 18 |
+
2024-05-23 23:45:30,533 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-23 23:45:52,756 - INFO - [51200/66739] Loss : 1.1321
|
| 21 |
+
2024-05-23 23:45:59,117 - INFO - [66560/66739] Loss : 1.1288
|
| 22 |
+
2024-05-23 23:46:00,772 - INFO - Test loss : 0.4918
|
| 23 |
+
2024-05-23 23:46:00,772 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-23 23:46:07,157 - INFO - [51200/66739] Loss : 1.0999
|
| 26 |
+
2024-05-23 23:46:08,764 - INFO - [66560/66739] Loss : 1.0983
|
| 27 |
+
2024-05-23 23:46:10,205 - INFO - Test loss : 0.4774
|
| 28 |
+
2024-05-23 23:46:10,205 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-23 23:46:28,570 - INFO - [51200/66739] Loss : 1.0777
|
| 31 |
+
2024-05-23 23:46:33,550 - INFO - [66560/66739] Loss : 1.0779
|
| 32 |
+
2024-05-23 23:46:35,201 - INFO - Test loss : 0.4816
|
| 33 |
+
2024-05-23 23:46:35,202 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-23 23:46:55,665 - INFO - [51200/66739] Loss : 1.0627
|
| 36 |
+
2024-05-23 23:47:00,749 - INFO - [66560/66739] Loss : 1.0623
|
| 37 |
+
2024-05-23 23:47:02,419 - INFO - Test loss : 0.4730
|
| 38 |
+
2024-05-23 23:47:02,419 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-23 23:47:23,877 - INFO - [51200/66739] Loss : 1.0507
|
| 41 |
+
2024-05-23 23:47:29,933 - INFO - [66560/66739] Loss : 1.0497
|
| 42 |
+
2024-05-23 23:47:31,450 - INFO - Test loss : 0.4757
|
| 43 |
+
2024-05-23 23:47:31,450 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-23 23:47:51,146 - INFO - [51200/66739] Loss : 1.0394
|
| 46 |
+
2024-05-23 23:47:57,121 - INFO - [66560/66739] Loss : 1.0386
|
| 47 |
+
2024-05-23 23:47:58,932 - INFO - Test loss : 0.4732
|
| 48 |
+
2024-05-23 23:47:58,932 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-23 23:48:19,672 - INFO - [51200/66739] Loss : 1.0302
|
| 51 |
+
2024-05-23 23:48:25,330 - INFO - [66560/66739] Loss : 1.0305
|
| 52 |
+
2024-05-23 23:48:26,828 - INFO - Test loss : 0.4736
|
| 53 |
+
2024-05-23 23:48:26,828 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-23 23:48:47,667 - INFO - [51200/66739] Loss : 1.0218
|
| 56 |
+
2024-05-23 23:48:52,586 - INFO - [66560/66739] Loss : 1.0231
|
| 57 |
+
2024-05-23 23:48:54,069 - INFO - Test loss : 0.4737
|
| 58 |
+
2024-05-23 23:48:54,069 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-23 23:49:13,697 - INFO - [51200/66739] Loss : 1.0160
|
| 61 |
+
2024-05-23 23:49:19,301 - INFO - [66560/66739] Loss : 1.0159
|
| 62 |
+
2024-05-23 23:49:21,121 - INFO - Test loss : 0.4763
|
| 63 |
+
2024-05-23 23:49:21,175 - INFO - (4449,)
|
| 64 |
+
2024-05-23 23:49:21,198 - INFO - Split ID: 0
|
| 65 |
+
2024-05-23 23:49:21,199 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 11.19
|
| 66 |
+
2024-05-23 23:49:21,200 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 24.34
|
| 67 |
+
2024-05-23 23:49:21,200 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 33.49
|
| 68 |
+
2024-05-23 23:49:21,200 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 49.22
|
| 69 |
+
2024-05-23 23:49:21,200 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-23 23:49:21,203 - INFO - (17798,)
|
| 72 |
+
2024-05-23 23:49:21,308 - INFO - Split ID: 0
|
| 73 |
+
2024-05-23 23:49:21,308 - INFO - Top 1 (Epoch 10)acc (%): 50.15
|
| 74 |
+
2024-05-23 23:49:21,308 - INFO - Top 3 (Epoch 10)acc (%): 73.9
|
| 75 |
+
2024-05-23 23:49:21,309 - INFO - Top 5 (Epoch 10)acc (%): 82.45
|
| 76 |
+
2024-05-23 23:49:21,309 - INFO - Top 10 (Epoch 10)acc (%): 91.06
|
| 77 |
+
2024-05-23 23:49:33,254 - INFO - Split ID: 0
|
| 78 |
+
2024-05-23 23:49:33,254 - INFO - Top 1 (Epoch 10)acc (%): 51.02
|
| 79 |
+
2024-05-23 23:49:33,254 - INFO - Top 3 (Epoch 10)acc (%): 75.3
|
| 80 |
+
2024-05-23 23:49:33,254 - INFO - Top 5 (Epoch 10)acc (%): 83.94
|
| 81 |
+
2024-05-23 23:49:33,254 - INFO - Top 10 (Epoch 10)acc (%): 92.18
|
| 82 |
+
2024-05-23 23:49:33,255 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-23 23:49:53,567 - INFO - [51200/66739] Loss : 1.0098
|
| 85 |
+
2024-05-23 23:49:54,506 - INFO - [66560/66739] Loss : 1.0095
|
| 86 |
+
2024-05-23 23:49:54,749 - INFO - Test loss : 0.4818
|
| 87 |
+
2024-05-23 23:49:54,749 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-23 23:50:04,807 - INFO - [51200/66739] Loss : 1.0018
|
| 90 |
+
2024-05-23 23:50:11,134 - INFO - [66560/66739] Loss : 1.0016
|
| 91 |
+
2024-05-23 23:50:12,859 - INFO - Test loss : 0.4844
|
| 92 |
+
2024-05-23 23:50:12,859 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-23 23:50:35,001 - INFO - [51200/66739] Loss : 0.9984
|
| 95 |
+
2024-05-23 23:50:40,915 - INFO - [66560/66739] Loss : 0.9992
|
| 96 |
+
2024-05-23 23:50:43,009 - INFO - Test loss : 0.4808
|
| 97 |
+
2024-05-23 23:50:43,010 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-23 23:51:05,256 - INFO - [51200/66739] Loss : 0.9922
|
| 100 |
+
2024-05-23 23:51:11,910 - INFO - [66560/66739] Loss : 0.9935
|
| 101 |
+
2024-05-23 23:51:13,597 - INFO - Test loss : 0.4820
|
| 102 |
+
2024-05-23 23:51:13,597 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-23 23:51:34,430 - INFO - [51200/66739] Loss : 0.9879
|
| 105 |
+
2024-05-23 23:51:40,758 - INFO - [66560/66739] Loss : 0.9869
|
| 106 |
+
2024-05-23 23:51:42,597 - INFO - Test loss : 0.4841
|
| 107 |
+
2024-05-23 23:51:42,597 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-23 23:52:04,058 - INFO - [51200/66739] Loss : 0.9852
|
| 110 |
+
2024-05-23 23:52:10,379 - INFO - [66560/66739] Loss : 0.9861
|
| 111 |
+
2024-05-23 23:52:11,779 - INFO - Test loss : 0.4866
|
| 112 |
+
2024-05-23 23:52:11,779 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-23 23:52:32,951 - INFO - [51200/66739] Loss : 0.9764
|
| 115 |
+
2024-05-23 23:52:39,280 - INFO - [66560/66739] Loss : 0.9782
|
| 116 |
+
2024-05-23 23:52:41,030 - INFO - Test loss : 0.4891
|
| 117 |
+
2024-05-23 23:52:41,030 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-23 23:53:03,159 - INFO - [51200/66739] Loss : 0.9779
|
| 120 |
+
2024-05-23 23:53:09,780 - INFO - [66560/66739] Loss : 0.9767
|
| 121 |
+
2024-05-23 23:53:11,585 - INFO - Test loss : 0.4903
|
| 122 |
+
2024-05-23 23:53:11,585 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-23 23:53:33,697 - INFO - [51200/66739] Loss : 0.9727
|
| 125 |
+
2024-05-23 23:53:38,894 - INFO - [66560/66739] Loss : 0.9738
|
| 126 |
+
2024-05-23 23:53:39,318 - INFO - Test loss : 0.4917
|
| 127 |
+
2024-05-23 23:53:39,318 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-23 23:53:43,006 - INFO - [51200/66739] Loss : 0.9676
|
| 130 |
+
2024-05-23 23:53:47,418 - INFO - [66560/66739] Loss : 0.9679
|
| 131 |
+
2024-05-23 23:53:49,181 - INFO - Test loss : 0.4930
|
| 132 |
+
2024-05-23 23:53:49,226 - INFO - (4449,)
|
| 133 |
+
2024-05-23 23:53:49,250 - INFO - Split ID: 0
|
| 134 |
+
2024-05-23 23:53:49,251 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 12.56
|
| 135 |
+
2024-05-23 23:53:49,252 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 26.01
|
| 136 |
+
2024-05-23 23:53:49,252 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 35.6
|
| 137 |
+
2024-05-23 23:53:49,252 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 50.6
|
| 138 |
+
2024-05-23 23:53:49,253 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-23 23:53:49,255 - INFO - (17798,)
|
| 141 |
+
2024-05-23 23:53:49,349 - INFO - Split ID: 0
|
| 142 |
+
2024-05-23 23:53:49,350 - INFO - Top 1 (Epoch 20)acc (%): 50.15
|
| 143 |
+
2024-05-23 23:53:49,350 - INFO - Top 3 (Epoch 20)acc (%): 73.9
|
| 144 |
+
2024-05-23 23:53:49,350 - INFO - Top 5 (Epoch 20)acc (%): 82.45
|
| 145 |
+
2024-05-23 23:53:49,350 - INFO - Top 10 (Epoch 20)acc (%): 91.06
|
| 146 |
+
2024-05-23 23:54:01,461 - INFO - Split ID: 0
|
| 147 |
+
2024-05-23 23:54:01,462 - INFO - Top 1 (Epoch 20)acc (%): 51.27
|
| 148 |
+
2024-05-23 23:54:01,462 - INFO - Top 3 (Epoch 20)acc (%): 75.51
|
| 149 |
+
2024-05-23 23:54:01,462 - INFO - Top 5 (Epoch 20)acc (%): 84.03
|
| 150 |
+
2024-05-23 23:54:01,462 - INFO - Top 10 (Epoch 20)acc (%): 92.25
|
| 151 |
+
2024-05-23 23:54:01,463 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-23 23:54:20,663 - INFO - [51200/66739] Loss : 0.9615
|
| 154 |
+
2024-05-23 23:54:26,127 - INFO - [66560/66739] Loss : 0.9629
|
| 155 |
+
2024-05-23 23:54:27,900 - INFO - Test loss : 0.4980
|
| 156 |
+
2024-05-23 23:54:27,900 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-23 23:54:48,486 - INFO - [51200/66739] Loss : 0.9615
|
| 159 |
+
2024-05-23 23:54:54,050 - INFO - [66560/66739] Loss : 0.9617
|
| 160 |
+
2024-05-23 23:54:55,591 - INFO - Test loss : 0.4999
|
| 161 |
+
2024-05-23 23:54:55,591 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-23 23:55:15,047 - INFO - [51200/66739] Loss : 0.9567
|
| 164 |
+
2024-05-23 23:55:21,314 - INFO - [66560/66739] Loss : 0.9581
|
| 165 |
+
2024-05-23 23:55:22,940 - INFO - Test loss : 0.4964
|
| 166 |
+
2024-05-23 23:55:22,940 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-23 23:55:45,839 - INFO - [51200/66739] Loss : 0.9545
|
| 169 |
+
2024-05-23 23:55:52,407 - INFO - [66560/66739] Loss : 0.9554
|
| 170 |
+
2024-05-23 23:55:53,954 - INFO - Test loss : 0.5003
|
| 171 |
+
2024-05-23 23:55:53,955 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-23 23:56:15,232 - INFO - [51200/66739] Loss : 0.9539
|
| 174 |
+
2024-05-23 23:56:22,061 - INFO - [66560/66739] Loss : 0.9546
|
| 175 |
+
2024-05-23 23:56:23,463 - INFO - Test loss : 0.4977
|
| 176 |
+
2024-05-23 23:56:23,463 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-23 23:56:46,168 - INFO - [51200/66739] Loss : 0.9498
|
| 179 |
+
2024-05-23 23:56:51,360 - INFO - [66560/66739] Loss : 0.9506
|
| 180 |
+
2024-05-23 23:56:53,276 - INFO - Test loss : 0.5054
|
| 181 |
+
2024-05-23 23:56:53,277 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-23 23:57:17,003 - INFO - [51200/66739] Loss : 0.9499
|
| 184 |
+
2024-05-23 23:57:23,065 - INFO - [66560/66739] Loss : 0.9511
|
| 185 |
+
2024-05-23 23:57:24,937 - INFO - Test loss : 0.5055
|
| 186 |
+
2024-05-23 23:57:24,937 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-23 23:57:41,245 - INFO - [51200/66739] Loss : 0.9460
|
| 189 |
+
2024-05-23 23:57:42,379 - INFO - [66560/66739] Loss : 0.9475
|
| 190 |
+
2024-05-23 23:57:42,603 - INFO - Test loss : 0.5097
|
| 191 |
+
2024-05-23 23:57:42,603 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-23 23:57:58,208 - INFO - [51200/66739] Loss : 0.9433
|
| 194 |
+
2024-05-23 23:58:05,005 - INFO - [66560/66739] Loss : 0.9435
|
| 195 |
+
2024-05-23 23:58:06,750 - INFO - Test loss : 0.5132
|
| 196 |
+
2024-05-23 23:58:06,751 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-23 23:58:31,540 - INFO - [51200/66739] Loss : 0.9385
|
| 199 |
+
2024-05-23 23:58:38,048 - INFO - [66560/66739] Loss : 0.9402
|
| 200 |
+
2024-05-23 23:58:40,254 - INFO - Test loss : 0.5120
|
| 201 |
+
2024-05-23 23:58:40,318 - INFO - (4449,)
|
| 202 |
+
2024-05-23 23:58:40,341 - INFO - Split ID: 0
|
| 203 |
+
2024-05-23 23:58:40,343 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 13.06
|
| 204 |
+
2024-05-23 23:58:40,343 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 26.82
|
| 205 |
+
2024-05-23 23:58:40,347 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 36.66
|
| 206 |
+
2024-05-23 23:58:40,347 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 51.18
|
| 207 |
+
2024-05-23 23:58:40,348 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-23 23:58:40,350 - INFO - (17798,)
|
| 210 |
+
2024-05-23 23:58:40,445 - INFO - Split ID: 0
|
| 211 |
+
2024-05-23 23:58:40,446 - INFO - Top 1 (Epoch 30)acc (%): 50.15
|
| 212 |
+
2024-05-23 23:58:40,446 - INFO - Top 3 (Epoch 30)acc (%): 73.9
|
| 213 |
+
2024-05-23 23:58:40,446 - INFO - Top 5 (Epoch 30)acc (%): 82.45
|
| 214 |
+
2024-05-23 23:58:40,446 - INFO - Top 10 (Epoch 30)acc (%): 91.06
|
| 215 |
+
2024-05-23 23:58:53,622 - INFO - Split ID: 0
|
| 216 |
+
2024-05-23 23:58:53,622 - INFO - Top 1 (Epoch 30)acc (%): 51.22
|
| 217 |
+
2024-05-23 23:58:53,622 - INFO - Top 3 (Epoch 30)acc (%): 75.5
|
| 218 |
+
2024-05-23 23:58:53,622 - INFO - Top 5 (Epoch 30)acc (%): 83.98
|
| 219 |
+
2024-05-23 23:58:53,622 - INFO - Top 10 (Epoch 30)acc (%): 92.36
|
| 220 |
+
2024-05-23 23:58:53,625 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-23 23:59:27,501 - INFO - [51200/66739] Loss : 0.9378
|
| 223 |
+
2024-05-23 23:59:39,713 - INFO - [66560/66739] Loss : 0.9383
|
| 224 |
+
2024-05-23 23:59:43,380 - INFO - Test loss : 0.5165
|
| 225 |
+
2024-05-23 23:59:43,380 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-24 00:00:27,357 - INFO - [51200/66739] Loss : 0.9337
|
| 228 |
+
2024-05-24 00:00:39,441 - INFO - [66560/66739] Loss : 0.9341
|
| 229 |
+
2024-05-24 00:00:43,088 - INFO - Test loss : 0.5215
|
| 230 |
+
2024-05-24 00:00:43,089 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-24 00:01:26,814 - INFO - [51200/66739] Loss : 0.9346
|
| 233 |
+
2024-05-24 00:01:38,928 - INFO - [66560/66739] Loss : 0.9339
|
| 234 |
+
2024-05-24 00:01:42,602 - INFO - Test loss : 0.5204
|
| 235 |
+
2024-05-24 00:01:42,602 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-24 00:02:26,476 - INFO - [51200/66739] Loss : 0.9299
|
| 238 |
+
2024-05-24 00:02:39,010 - INFO - [66560/66739] Loss : 0.9308
|
| 239 |
+
2024-05-24 00:02:42,791 - INFO - Test loss : 0.5186
|
| 240 |
+
2024-05-24 00:02:42,791 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-24 00:03:26,802 - INFO - [51200/66739] Loss : 0.9306
|
| 243 |
+
2024-05-24 00:03:39,177 - INFO - [66560/66739] Loss : 0.9299
|
| 244 |
+
2024-05-24 00:03:42,850 - INFO - Test loss : 0.5218
|
| 245 |
+
2024-05-24 00:03:42,850 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-24 00:04:26,714 - INFO - [51200/66739] Loss : 0.9273
|
| 248 |
+
2024-05-24 00:04:36,755 - INFO - [66560/66739] Loss : 0.9282
|
| 249 |
+
2024-05-24 00:04:40,380 - INFO - Test loss : 0.5204
|
| 250 |
+
2024-05-24 00:04:40,380 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-24 00:05:24,425 - INFO - [51200/66739] Loss : 0.9224
|
| 253 |
+
2024-05-24 00:05:36,810 - INFO - [66560/66739] Loss : 0.9241
|
| 254 |
+
2024-05-24 00:05:40,257 - INFO - Test loss : 0.5251
|
| 255 |
+
2024-05-24 00:05:40,257 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-24 00:06:24,129 - INFO - [51200/66739] Loss : 0.9220
|
| 258 |
+
2024-05-24 00:06:35,949 - INFO - [66560/66739] Loss : 0.9238
|
| 259 |
+
2024-05-24 00:06:39,838 - INFO - Test loss : 0.5254
|
| 260 |
+
2024-05-24 00:06:39,838 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-24 00:07:20,161 - INFO - [51200/66739] Loss : 0.9222
|
| 263 |
+
2024-05-24 00:07:32,332 - INFO - [66560/66739] Loss : 0.9209
|
| 264 |
+
2024-05-24 00:07:35,980 - INFO - Test loss : 0.5286
|
| 265 |
+
2024-05-24 00:07:35,980 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-24 00:08:19,847 - INFO - [51200/66739] Loss : 0.9207
|
| 268 |
+
2024-05-24 00:08:32,141 - INFO - [66560/66739] Loss : 0.9208
|
| 269 |
+
2024-05-24 00:08:35,817 - INFO - Test loss : 0.5346
|
| 270 |
+
2024-05-24 00:08:35,863 - INFO - (4449,)
|
| 271 |
+
2024-05-24 00:08:35,886 - INFO - Split ID: 0
|
| 272 |
+
2024-05-24 00:08:35,888 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 12.88
|
| 273 |
+
2024-05-24 00:08:35,888 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 27.4
|
| 274 |
+
2024-05-24 00:08:35,888 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 36.93
|
| 275 |
+
2024-05-24 00:08:35,888 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 51.72
|
| 276 |
+
2024-05-24 00:08:35,889 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-24 00:08:35,891 - INFO - (17798,)
|
| 279 |
+
2024-05-24 00:08:35,986 - INFO - Split ID: 0
|
| 280 |
+
2024-05-24 00:08:35,987 - INFO - Top 1 (Epoch 40)acc (%): 50.15
|
| 281 |
+
2024-05-24 00:08:35,987 - INFO - Top 3 (Epoch 40)acc (%): 73.9
|
| 282 |
+
2024-05-24 00:08:35,987 - INFO - Top 5 (Epoch 40)acc (%): 82.45
|
| 283 |
+
2024-05-24 00:08:35,987 - INFO - Top 10 (Epoch 40)acc (%): 91.06
|
| 284 |
+
2024-05-24 00:08:55,919 - INFO - Split ID: 0
|
| 285 |
+
2024-05-24 00:08:55,919 - INFO - Top 1 (Epoch 40)acc (%): 51.23
|
| 286 |
+
2024-05-24 00:08:55,919 - INFO - Top 3 (Epoch 40)acc (%): 75.58
|
| 287 |
+
2024-05-24 00:08:55,919 - INFO - Top 5 (Epoch 40)acc (%): 84.07
|
| 288 |
+
2024-05-24 00:08:55,919 - INFO - Top 10 (Epoch 40)acc (%): 92.41
|
| 289 |
+
2024-05-24 00:08:55,922 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-24 00:09:39,962 - INFO - [51200/66739] Loss : 0.9184
|
| 292 |
+
2024-05-24 00:09:52,205 - INFO - [66560/66739] Loss : 0.9192
|
| 293 |
+
2024-05-24 00:09:55,846 - INFO - Test loss : 0.5328
|
| 294 |
+
2024-05-24 00:09:55,846 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-24 00:10:39,609 - INFO - [51200/66739] Loss : 0.9161
|
| 297 |
+
2024-05-24 00:10:51,812 - INFO - [66560/66739] Loss : 0.9182
|
| 298 |
+
2024-05-24 00:10:55,454 - INFO - Test loss : 0.5298
|
| 299 |
+
2024-05-24 00:10:55,454 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-24 00:11:39,452 - INFO - [51200/66739] Loss : 0.9147
|
| 302 |
+
2024-05-24 00:11:51,592 - INFO - [66560/66739] Loss : 0.9159
|
| 303 |
+
2024-05-24 00:11:55,360 - INFO - Test loss : 0.5349
|
| 304 |
+
2024-05-24 00:11:55,360 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-24 00:12:39,580 - INFO - [51200/66739] Loss : 0.9154
|
| 307 |
+
2024-05-24 00:12:51,331 - INFO - [66560/66739] Loss : 0.9144
|
| 308 |
+
2024-05-24 00:12:53,696 - INFO - Test loss : 0.5341
|
| 309 |
+
2024-05-24 00:12:53,697 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-24 00:13:37,329 - INFO - [51200/66739] Loss : 0.9116
|
| 312 |
+
2024-05-24 00:13:49,688 - INFO - [66560/66739] Loss : 0.9121
|
| 313 |
+
2024-05-24 00:13:53,404 - INFO - Test loss : 0.5422
|
| 314 |
+
2024-05-24 00:13:53,404 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-24 00:14:37,647 - INFO - [51200/66739] Loss : 0.9102
|
| 317 |
+
2024-05-24 00:14:50,009 - INFO - [66560/66739] Loss : 0.9109
|
| 318 |
+
2024-05-24 00:14:53,659 - INFO - Test loss : 0.5446
|
| 319 |
+
2024-05-24 00:14:53,660 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-24 00:15:23,606 - INFO - [51200/66739] Loss : 0.9080
|
| 322 |
+
2024-05-24 00:15:30,671 - INFO - [66560/66739] Loss : 0.9085
|
| 323 |
+
2024-05-24 00:15:31,915 - INFO - Test loss : 0.5429
|
| 324 |
+
2024-05-24 00:15:31,915 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-24 00:15:55,197 - INFO - [51200/66739] Loss : 0.9050
|
| 327 |
+
2024-05-24 00:16:02,222 - INFO - [66560/66739] Loss : 0.9047
|
| 328 |
+
2024-05-24 00:16:04,272 - INFO - Test loss : 0.5431
|
| 329 |
+
2024-05-24 00:16:04,272 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-24 00:16:28,881 - INFO - [51200/66739] Loss : 0.9046
|
| 332 |
+
2024-05-24 00:16:35,970 - INFO - [66560/66739] Loss : 0.9059
|
| 333 |
+
2024-05-24 00:16:37,903 - INFO - Test loss : 0.5481
|
| 334 |
+
2024-05-24 00:16:37,903 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-24 00:17:02,040 - INFO - [51200/66739] Loss : 0.9042
|
| 337 |
+
2024-05-24 00:17:08,805 - INFO - [66560/66739] Loss : 0.9046
|
| 338 |
+
2024-05-24 00:17:10,576 - INFO - Test loss : 0.5459
|
| 339 |
+
2024-05-24 00:17:10,629 - INFO - (4449,)
|
| 340 |
+
2024-05-24 00:17:10,652 - INFO - Split ID: 0
|
| 341 |
+
2024-05-24 00:17:10,653 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 13.15
|
| 342 |
+
2024-05-24 00:17:10,654 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 27.6
|
| 343 |
+
2024-05-24 00:17:10,654 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 37.2
|
| 344 |
+
2024-05-24 00:17:10,654 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 52.53
|
| 345 |
+
2024-05-24 00:17:10,654 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-24 00:17:10,657 - INFO - (17798,)
|
| 348 |
+
2024-05-24 00:17:10,752 - INFO - Split ID: 0
|
| 349 |
+
2024-05-24 00:17:10,752 - INFO - Top 1 (Epoch 50)acc (%): 50.15
|
| 350 |
+
2024-05-24 00:17:10,753 - INFO - Top 3 (Epoch 50)acc (%): 73.9
|
| 351 |
+
2024-05-24 00:17:10,753 - INFO - Top 5 (Epoch 50)acc (%): 82.45
|
| 352 |
+
2024-05-24 00:17:10,753 - INFO - Top 10 (Epoch 50)acc (%): 91.06
|
| 353 |
+
2024-05-24 00:17:24,265 - INFO - Split ID: 0
|
| 354 |
+
2024-05-24 00:17:24,265 - INFO - Top 1 (Epoch 50)acc (%): 51.25
|
| 355 |
+
2024-05-24 00:17:24,266 - INFO - Top 3 (Epoch 50)acc (%): 75.5
|
| 356 |
+
2024-05-24 00:17:24,266 - INFO - Top 5 (Epoch 50)acc (%): 84.14
|
| 357 |
+
2024-05-24 00:17:24,266 - INFO - Top 10 (Epoch 50)acc (%): 92.4
|
| 358 |
+
2024-05-24 00:17:24,268 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-24 00:17:48,690 - INFO - [51200/66739] Loss : 0.9012
|
| 361 |
+
2024-05-24 00:17:56,087 - INFO - [66560/66739] Loss : 0.9035
|
| 362 |
+
2024-05-24 00:17:57,897 - INFO - Test loss : 0.5449
|
| 363 |
+
2024-05-24 00:17:57,897 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-24 00:18:09,120 - INFO - [51200/66739] Loss : 0.9015
|
| 366 |
+
2024-05-24 00:18:10,229 - INFO - [66560/66739] Loss : 0.9017
|
| 367 |
+
2024-05-24 00:18:10,455 - INFO - Test loss : 0.5507
|
| 368 |
+
2024-05-24 00:18:10,456 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-24 00:18:28,128 - INFO - [51200/66739] Loss : 0.8996
|
| 371 |
+
2024-05-24 00:18:34,049 - INFO - [66560/66739] Loss : 0.9013
|
| 372 |
+
2024-05-24 00:18:35,707 - INFO - Test loss : 0.5502
|
| 373 |
+
2024-05-24 00:18:35,707 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-24 00:18:59,510 - INFO - [51200/66739] Loss : 0.9002
|
| 376 |
+
2024-05-24 00:19:05,827 - INFO - [66560/66739] Loss : 0.9001
|
| 377 |
+
2024-05-24 00:19:07,727 - INFO - Test loss : 0.5490
|
| 378 |
+
2024-05-24 00:19:07,728 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-24 00:19:30,008 - INFO - [51200/66739] Loss : 0.8977
|
| 381 |
+
2024-05-24 00:19:37,238 - INFO - [66560/66739] Loss : 0.8987
|
| 382 |
+
2024-05-24 00:19:38,988 - INFO - Test loss : 0.5488
|
| 383 |
+
2024-05-24 00:19:38,988 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-24 00:20:02,701 - INFO - [51200/66739] Loss : 0.8988
|
| 386 |
+
2024-05-24 00:20:09,876 - INFO - [66560/66739] Loss : 0.8979
|
| 387 |
+
2024-05-24 00:20:11,529 - INFO - Test loss : 0.5550
|
| 388 |
+
2024-05-24 00:20:11,529 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-24 00:20:34,013 - INFO - [51200/66739] Loss : 0.8961
|
| 391 |
+
2024-05-24 00:20:40,993 - INFO - [66560/66739] Loss : 0.8967
|
| 392 |
+
2024-05-24 00:20:43,139 - INFO - Test loss : 0.5544
|
| 393 |
+
2024-05-24 00:20:43,139 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-24 00:21:05,687 - INFO - [51200/66739] Loss : 0.8940
|
| 396 |
+
2024-05-24 00:21:11,509 - INFO - [66560/66739] Loss : 0.8941
|
| 397 |
+
2024-05-24 00:21:13,305 - INFO - Test loss : 0.5615
|
| 398 |
+
2024-05-24 00:21:13,305 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-24 00:21:37,388 - INFO - [51200/66739] Loss : 0.8945
|
| 401 |
+
2024-05-24 00:21:43,893 - INFO - [66560/66739] Loss : 0.8952
|
| 402 |
+
2024-05-24 00:21:45,848 - INFO - Test loss : 0.5586
|
| 403 |
+
2024-05-24 00:21:45,848 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-24 00:22:09,942 - INFO - [51200/66739] Loss : 0.8943
|
| 406 |
+
2024-05-24 00:22:16,355 - INFO - [66560/66739] Loss : 0.8947
|
| 407 |
+
2024-05-24 00:22:17,912 - INFO - Test loss : 0.5627
|
| 408 |
+
2024-05-24 00:22:18,006 - INFO - (4449,)
|
| 409 |
+
2024-05-24 00:22:18,029 - INFO - Split ID: 0
|
| 410 |
+
2024-05-24 00:22:18,031 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 13.1
|
| 411 |
+
2024-05-24 00:22:18,031 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 27.92
|
| 412 |
+
2024-05-24 00:22:18,032 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 37.87
|
| 413 |
+
2024-05-24 00:22:18,032 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 52.46
|
| 414 |
+
2024-05-24 00:22:18,032 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-24 00:22:18,034 - INFO - (17798,)
|
| 417 |
+
2024-05-24 00:22:18,130 - INFO - Split ID: 0
|
| 418 |
+
2024-05-24 00:22:18,130 - INFO - Top 1 (Epoch 60)acc (%): 50.15
|
| 419 |
+
2024-05-24 00:22:18,130 - INFO - Top 3 (Epoch 60)acc (%): 73.9
|
| 420 |
+
2024-05-24 00:22:18,130 - INFO - Top 5 (Epoch 60)acc (%): 82.45
|
| 421 |
+
2024-05-24 00:22:18,130 - INFO - Top 10 (Epoch 60)acc (%): 91.06
|
| 422 |
+
2024-05-24 00:22:31,587 - INFO - Split ID: 0
|
| 423 |
+
2024-05-24 00:22:31,587 - INFO - Top 1 (Epoch 60)acc (%): 51.18
|
| 424 |
+
2024-05-24 00:22:31,587 - INFO - Top 3 (Epoch 60)acc (%): 75.45
|
| 425 |
+
2024-05-24 00:22:31,588 - INFO - Top 5 (Epoch 60)acc (%): 84.05
|
| 426 |
+
2024-05-24 00:22:31,588 - INFO - Top 10 (Epoch 60)acc (%): 92.3
|
| 427 |
+
2024-05-24 00:22:31,590 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-24 00:22:38,183 - INFO - [51200/66739] Loss : 0.8897
|
| 430 |
+
2024-05-24 00:22:41,619 - INFO - [66560/66739] Loss : 0.8903
|
| 431 |
+
2024-05-24 00:22:43,270 - INFO - Test loss : 0.5643
|
| 432 |
+
2024-05-24 00:22:43,270 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-24 00:23:08,433 - INFO - [51200/66739] Loss : 0.8886
|
| 435 |
+
2024-05-24 00:23:15,620 - INFO - [66560/66739] Loss : 0.8890
|
| 436 |
+
2024-05-24 00:23:17,485 - INFO - Test loss : 0.5614
|
| 437 |
+
2024-05-24 00:23:17,486 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-24 00:23:42,063 - INFO - [51200/66739] Loss : 0.8915
|
| 440 |
+
2024-05-24 00:23:49,154 - INFO - [66560/66739] Loss : 0.8896
|
| 441 |
+
2024-05-24 00:23:51,307 - INFO - Test loss : 0.5673
|
| 442 |
+
2024-05-24 00:23:51,307 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-24 00:24:15,193 - INFO - [51200/66739] Loss : 0.8865
|
| 445 |
+
2024-05-24 00:24:22,080 - INFO - [66560/66739] Loss : 0.8877
|
| 446 |
+
2024-05-24 00:24:24,232 - INFO - Test loss : 0.5658
|
| 447 |
+
2024-05-24 00:24:24,232 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-24 00:24:48,770 - INFO - [51200/66739] Loss : 0.8891
|
| 450 |
+
2024-05-24 00:24:55,278 - INFO - [66560/66739] Loss : 0.8884
|
| 451 |
+
2024-05-24 00:24:57,191 - INFO - Test loss : 0.5658
|
| 452 |
+
2024-05-24 00:24:57,192 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-24 00:25:22,143 - INFO - [51200/66739] Loss : 0.8857
|
| 455 |
+
2024-05-24 00:25:28,912 - INFO - [66560/66739] Loss : 0.8857
|
| 456 |
+
2024-05-24 00:25:30,902 - INFO - Test loss : 0.5715
|
| 457 |
+
2024-05-24 00:25:30,902 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-24 00:25:55,107 - INFO - [51200/66739] Loss : 0.8847
|
| 460 |
+
2024-05-24 00:26:01,849 - INFO - [66560/66739] Loss : 0.8864
|
| 461 |
+
2024-05-24 00:26:03,825 - INFO - Test loss : 0.5706
|
| 462 |
+
2024-05-24 00:26:03,826 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-24 00:26:28,874 - INFO - [51200/66739] Loss : 0.8853
|
| 465 |
+
2024-05-24 00:26:35,741 - INFO - [66560/66739] Loss : 0.8858
|
| 466 |
+
2024-05-24 00:26:37,667 - INFO - Test loss : 0.5657
|
| 467 |
+
2024-05-24 00:26:37,667 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-24 00:26:48,474 - INFO - [51200/66739] Loss : 0.8815
|
| 470 |
+
2024-05-24 00:26:50,043 - INFO - [66560/66739] Loss : 0.8831
|
| 471 |
+
2024-05-24 00:26:51,241 - INFO - Test loss : 0.5707
|
| 472 |
+
2024-05-24 00:26:51,241 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-24 00:27:15,367 - INFO - [51200/66739] Loss : 0.8816
|
| 475 |
+
2024-05-24 00:27:21,656 - INFO - [66560/66739] Loss : 0.8841
|
| 476 |
+
2024-05-24 00:27:23,758 - INFO - Test loss : 0.5675
|
| 477 |
+
2024-05-24 00:27:23,818 - INFO - (4449,)
|
| 478 |
+
2024-05-24 00:27:23,846 - INFO - Split ID: 0
|
| 479 |
+
2024-05-24 00:27:23,848 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 13.35
|
| 480 |
+
2024-05-24 00:27:23,848 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 28.37
|
| 481 |
+
2024-05-24 00:27:23,849 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 38.03
|
| 482 |
+
2024-05-24 00:27:23,849 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 52.69
|
| 483 |
+
2024-05-24 00:27:23,849 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-24 00:27:23,852 - INFO - (17798,)
|
| 486 |
+
2024-05-24 00:27:23,952 - INFO - Split ID: 0
|
| 487 |
+
2024-05-24 00:27:23,952 - INFO - Top 1 (Epoch 70)acc (%): 50.15
|
| 488 |
+
2024-05-24 00:27:23,952 - INFO - Top 3 (Epoch 70)acc (%): 73.9
|
| 489 |
+
2024-05-24 00:27:23,952 - INFO - Top 5 (Epoch 70)acc (%): 82.45
|
| 490 |
+
2024-05-24 00:27:23,952 - INFO - Top 10 (Epoch 70)acc (%): 91.06
|
| 491 |
+
2024-05-24 00:27:37,427 - INFO - Split ID: 0
|
| 492 |
+
2024-05-24 00:27:37,427 - INFO - Top 1 (Epoch 70)acc (%): 51.2
|
| 493 |
+
2024-05-24 00:27:37,427 - INFO - Top 3 (Epoch 70)acc (%): 75.4
|
| 494 |
+
2024-05-24 00:27:37,427 - INFO - Top 5 (Epoch 70)acc (%): 84.11
|
| 495 |
+
2024-05-24 00:27:37,428 - INFO - Top 10 (Epoch 70)acc (%): 92.35
|
| 496 |
+
2024-05-24 00:27:37,430 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-24 00:28:01,494 - INFO - [51200/66739] Loss : 0.8829
|
| 499 |
+
2024-05-24 00:28:08,944 - INFO - [66560/66739] Loss : 0.8837
|
| 500 |
+
2024-05-24 00:28:10,565 - INFO - Test loss : 0.5735
|
| 501 |
+
2024-05-24 00:28:10,565 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-24 00:28:32,727 - INFO - [51200/66739] Loss : 0.8799
|
| 504 |
+
2024-05-24 00:28:38,302 - INFO - [66560/66739] Loss : 0.8806
|
| 505 |
+
2024-05-24 00:28:39,770 - INFO - Test loss : 0.5755
|
| 506 |
+
2024-05-24 00:28:39,771 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-24 00:29:02,234 - INFO - [51200/66739] Loss : 0.8807
|
| 509 |
+
2024-05-24 00:29:07,904 - INFO - [66560/66739] Loss : 0.8813
|
| 510 |
+
2024-05-24 00:29:10,000 - INFO - Test loss : 0.5758
|
| 511 |
+
2024-05-24 00:29:10,000 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-24 00:29:33,435 - INFO - [51200/66739] Loss : 0.8802
|
| 514 |
+
2024-05-24 00:29:40,270 - INFO - [66560/66739] Loss : 0.8784
|
| 515 |
+
2024-05-24 00:29:42,314 - INFO - Test loss : 0.5792
|
| 516 |
+
2024-05-24 00:29:42,314 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-24 00:30:05,543 - INFO - [51200/66739] Loss : 0.8792
|
| 519 |
+
2024-05-24 00:30:11,653 - INFO - [66560/66739] Loss : 0.8792
|
| 520 |
+
2024-05-24 00:30:13,725 - INFO - Test loss : 0.5784
|
| 521 |
+
2024-05-24 00:30:13,725 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-24 00:30:35,451 - INFO - [51200/66739] Loss : 0.8800
|
| 524 |
+
2024-05-24 00:30:41,166 - INFO - [66560/66739] Loss : 0.8787
|
| 525 |
+
2024-05-24 00:30:42,605 - INFO - Test loss : 0.5794
|
| 526 |
+
2024-05-24 00:30:42,605 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-24 00:31:05,339 - INFO - [51200/66739] Loss : 0.8763
|
| 529 |
+
2024-05-24 00:31:06,516 - INFO - [66560/66739] Loss : 0.8781
|
| 530 |
+
2024-05-24 00:31:06,776 - INFO - Test loss : 0.5752
|
| 531 |
+
2024-05-24 00:31:06,777 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-24 00:31:20,126 - INFO - [51200/66739] Loss : 0.8780
|
| 534 |
+
2024-05-24 00:31:27,046 - INFO - [66560/66739] Loss : 0.8784
|
| 535 |
+
2024-05-24 00:31:29,055 - INFO - Test loss : 0.5818
|
| 536 |
+
2024-05-24 00:31:29,055 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-24 00:31:53,493 - INFO - [51200/66739] Loss : 0.8757
|
| 539 |
+
2024-05-24 00:32:00,382 - INFO - [66560/66739] Loss : 0.8761
|
| 540 |
+
2024-05-24 00:32:02,677 - INFO - Test loss : 0.5786
|
| 541 |
+
2024-05-24 00:32:02,677 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-24 00:32:27,184 - INFO - [51200/66739] Loss : 0.8752
|
| 544 |
+
2024-05-24 00:32:34,116 - INFO - [66560/66739] Loss : 0.8754
|
| 545 |
+
2024-05-24 00:32:36,000 - INFO - Test loss : 0.5874
|
| 546 |
+
2024-05-24 00:32:36,043 - INFO - (4449,)
|
| 547 |
+
2024-05-24 00:32:36,066 - INFO - Split ID: 0
|
| 548 |
+
2024-05-24 00:32:36,068 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 13.53
|
| 549 |
+
2024-05-24 00:32:36,068 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 28.93
|
| 550 |
+
2024-05-24 00:32:36,068 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 38.28
|
| 551 |
+
2024-05-24 00:32:36,069 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 53.25
|
| 552 |
+
2024-05-24 00:32:36,069 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-24 00:32:36,071 - INFO - (17798,)
|
| 555 |
+
2024-05-24 00:32:36,167 - INFO - Split ID: 0
|
| 556 |
+
2024-05-24 00:32:36,167 - INFO - Top 1 (Epoch 80)acc (%): 50.15
|
| 557 |
+
2024-05-24 00:32:36,167 - INFO - Top 3 (Epoch 80)acc (%): 73.9
|
| 558 |
+
2024-05-24 00:32:36,167 - INFO - Top 5 (Epoch 80)acc (%): 82.45
|
| 559 |
+
2024-05-24 00:32:36,167 - INFO - Top 10 (Epoch 80)acc (%): 91.06
|
| 560 |
+
2024-05-24 00:32:49,628 - INFO - Split ID: 0
|
| 561 |
+
2024-05-24 00:32:49,628 - INFO - Top 1 (Epoch 80)acc (%): 51.15
|
| 562 |
+
2024-05-24 00:32:49,628 - INFO - Top 3 (Epoch 80)acc (%): 75.38
|
| 563 |
+
2024-05-24 00:32:49,628 - INFO - Top 5 (Epoch 80)acc (%): 84.13
|
| 564 |
+
2024-05-24 00:32:49,628 - INFO - Top 10 (Epoch 80)acc (%): 92.3
|
| 565 |
+
2024-05-24 00:32:49,631 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-24 00:33:14,683 - INFO - [51200/66739] Loss : 0.8744
|
| 568 |
+
2024-05-24 00:33:21,350 - INFO - [66560/66739] Loss : 0.8737
|
| 569 |
+
2024-05-24 00:33:23,664 - INFO - Test loss : 0.5886
|
| 570 |
+
2024-05-24 00:33:23,664 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-24 00:33:48,157 - INFO - [51200/66739] Loss : 0.8741
|
| 573 |
+
2024-05-24 00:33:55,235 - INFO - [66560/66739] Loss : 0.8744
|
| 574 |
+
2024-05-24 00:33:57,109 - INFO - Test loss : 0.5836
|
| 575 |
+
2024-05-24 00:33:57,109 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-24 00:34:20,192 - INFO - [51200/66739] Loss : 0.8752
|
| 578 |
+
2024-05-24 00:34:27,269 - INFO - [66560/66739] Loss : 0.8730
|
| 579 |
+
2024-05-24 00:34:29,345 - INFO - Test loss : 0.5872
|
| 580 |
+
2024-05-24 00:34:29,345 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-24 00:34:53,723 - INFO - [51200/66739] Loss : 0.8732
|
| 583 |
+
2024-05-24 00:35:00,913 - INFO - [66560/66739] Loss : 0.8731
|
| 584 |
+
2024-05-24 00:35:02,831 - INFO - Test loss : 0.5852
|
| 585 |
+
2024-05-24 00:35:02,831 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-24 00:35:17,560 - INFO - [51200/66739] Loss : 0.8734
|
| 588 |
+
2024-05-24 00:35:18,690 - INFO - [66560/66739] Loss : 0.8729
|
| 589 |
+
2024-05-24 00:35:18,919 - INFO - Test loss : 0.5881
|
| 590 |
+
2024-05-24 00:35:18,919 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-24 00:35:39,392 - INFO - [51200/66739] Loss : 0.8708
|
| 593 |
+
2024-05-24 00:35:45,493 - INFO - [66560/66739] Loss : 0.8714
|
| 594 |
+
2024-05-24 00:35:47,153 - INFO - Test loss : 0.5900
|
| 595 |
+
2024-05-24 00:35:47,153 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-24 00:36:07,748 - INFO - [51200/66739] Loss : 0.8723
|
| 598 |
+
2024-05-24 00:36:13,947 - INFO - [66560/66739] Loss : 0.8715
|
| 599 |
+
2024-05-24 00:36:16,000 - INFO - Test loss : 0.5905
|
| 600 |
+
2024-05-24 00:36:16,000 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-24 00:36:39,745 - INFO - [51200/66739] Loss : 0.8699
|
| 603 |
+
2024-05-24 00:36:45,141 - INFO - [66560/66739] Loss : 0.8704
|
| 604 |
+
2024-05-24 00:36:46,863 - INFO - Test loss : 0.5866
|
| 605 |
+
2024-05-24 00:36:46,864 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-24 00:37:09,683 - INFO - [51200/66739] Loss : 0.8703
|
| 608 |
+
2024-05-24 00:37:15,429 - INFO - [66560/66739] Loss : 0.8706
|
| 609 |
+
2024-05-24 00:37:17,391 - INFO - Test loss : 0.5902
|
| 610 |
+
2024-05-24 00:37:17,391 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-24 00:37:39,865 - INFO - [51200/66739] Loss : 0.8712
|
| 613 |
+
2024-05-24 00:37:46,248 - INFO - [66560/66739] Loss : 0.8702
|
| 614 |
+
2024-05-24 00:37:47,917 - INFO - Test loss : 0.5955
|
| 615 |
+
2024-05-24 00:37:47,972 - INFO - (4449,)
|
| 616 |
+
2024-05-24 00:37:47,995 - INFO - Split ID: 0
|
| 617 |
+
2024-05-24 00:37:47,997 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 13.46
|
| 618 |
+
2024-05-24 00:37:47,997 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 28.5
|
| 619 |
+
2024-05-24 00:37:47,997 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 38.55
|
| 620 |
+
2024-05-24 00:37:47,998 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 53.34
|
| 621 |
+
2024-05-24 00:37:47,998 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-24 00:37:48,000 - INFO - (17798,)
|
| 624 |
+
2024-05-24 00:37:48,096 - INFO - Split ID: 0
|
| 625 |
+
2024-05-24 00:37:48,097 - INFO - Top 1 (Epoch 90)acc (%): 50.15
|
| 626 |
+
2024-05-24 00:37:48,097 - INFO - Top 3 (Epoch 90)acc (%): 73.9
|
| 627 |
+
2024-05-24 00:37:48,097 - INFO - Top 5 (Epoch 90)acc (%): 82.45
|
| 628 |
+
2024-05-24 00:37:48,097 - INFO - Top 10 (Epoch 90)acc (%): 91.06
|
| 629 |
+
2024-05-24 00:38:01,575 - INFO - Split ID: 0
|
| 630 |
+
2024-05-24 00:38:01,575 - INFO - Top 1 (Epoch 90)acc (%): 51.17
|
| 631 |
+
2024-05-24 00:38:01,575 - INFO - Top 3 (Epoch 90)acc (%): 75.38
|
| 632 |
+
2024-05-24 00:38:01,576 - INFO - Top 5 (Epoch 90)acc (%): 84.12
|
| 633 |
+
2024-05-24 00:38:01,576 - INFO - Top 10 (Epoch 90)acc (%): 92.26
|
| 634 |
+
2024-05-24 00:38:01,579 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-24 00:38:25,127 - INFO - [51200/66739] Loss : 0.8698
|
| 637 |
+
2024-05-24 00:38:31,373 - INFO - [66560/66739] Loss : 0.8705
|
| 638 |
+
2024-05-24 00:38:33,236 - INFO - Test loss : 0.5891
|
| 639 |
+
2024-05-24 00:38:33,236 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-24 00:38:55,997 - INFO - [51200/66739] Loss : 0.8668
|
| 642 |
+
2024-05-24 00:39:02,360 - INFO - [66560/66739] Loss : 0.8682
|
| 643 |
+
2024-05-24 00:39:04,234 - INFO - Test loss : 0.5907
|
| 644 |
+
2024-05-24 00:39:04,234 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-24 00:39:24,988 - INFO - [51200/66739] Loss : 0.8680
|
| 647 |
+
2024-05-24 00:39:32,625 - INFO - [66560/66739] Loss : 0.8681
|
| 648 |
+
2024-05-24 00:39:34,509 - INFO - Test loss : 0.5921
|
| 649 |
+
2024-05-24 00:39:34,509 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-24 00:39:54,940 - INFO - [51200/66739] Loss : 0.8670
|
| 652 |
+
2024-05-24 00:40:02,083 - INFO - [66560/66739] Loss : 0.8668
|
| 653 |
+
2024-05-24 00:40:03,585 - INFO - Test loss : 0.5947
|
| 654 |
+
2024-05-24 00:40:03,586 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-24 00:40:25,430 - INFO - [51200/66739] Loss : 0.8664
|
| 657 |
+
2024-05-24 00:40:31,627 - INFO - [66560/66739] Loss : 0.8658
|
| 658 |
+
2024-05-24 00:40:33,743 - INFO - Test loss : 0.5949
|
| 659 |
+
2024-05-24 00:40:33,743 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-24 00:40:57,534 - INFO - [51200/66739] Loss : 0.8666
|
| 662 |
+
2024-05-24 00:41:04,159 - INFO - [66560/66739] Loss : 0.8674
|
| 663 |
+
2024-05-24 00:41:05,924 - INFO - Test loss : 0.5981
|
| 664 |
+
2024-05-24 00:41:05,924 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-24 00:41:28,533 - INFO - [51200/66739] Loss : 0.8646
|
| 667 |
+
2024-05-24 00:41:35,763 - INFO - [66560/66739] Loss : 0.8651
|
| 668 |
+
2024-05-24 00:41:37,177 - INFO - Test loss : 0.5946
|
| 669 |
+
2024-05-24 00:41:37,177 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-24 00:41:59,855 - INFO - [51200/66739] Loss : 0.8644
|
| 672 |
+
2024-05-24 00:42:06,069 - INFO - [66560/66739] Loss : 0.8659
|
| 673 |
+
2024-05-24 00:42:07,909 - INFO - Test loss : 0.5979
|
| 674 |
+
2024-05-24 00:42:07,909 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-24 00:42:31,058 - INFO - [51200/66739] Loss : 0.8641
|
| 677 |
+
2024-05-24 00:42:36,820 - INFO - [66560/66739] Loss : 0.8653
|
| 678 |
+
2024-05-24 00:42:38,598 - INFO - Test loss : 0.5944
|
| 679 |
+
2024-05-24 00:42:38,598 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 680 |
+
2024-05-24 00:42:38,606 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 681 |
+
2024-05-24 00:42:38,622 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-24 00:42:38,625 - INFO - (17798,)
|
| 684 |
+
2024-05-24 00:42:38,721 - INFO - Split ID: 0
|
| 685 |
+
2024-05-24 00:42:38,722 - INFO - Top 1 acc (%): 50.15
|
| 686 |
+
2024-05-24 00:42:38,722 - INFO - Top 3 acc (%): 73.9
|
| 687 |
+
2024-05-24 00:42:38,722 - INFO - Top 5 acc (%): 82.45
|
| 688 |
+
2024-05-24 00:42:38,722 - INFO - Top 10 acc (%): 91.06
|
| 689 |
+
2024-05-24 00:42:52,292 - INFO - Split ID: 0
|
| 690 |
+
2024-05-24 00:42:52,292 - INFO - Top 1 acc (%): 51.18
|
| 691 |
+
2024-05-24 00:42:52,292 - INFO - Top 3 acc (%): 75.36
|
| 692 |
+
2024-05-24 00:42:52,292 - INFO - Top 5 acc (%): 84.12
|
| 693 |
+
2024-05-24 00:42:52,292 - INFO - Top 10 acc (%): 92.22
|
| 694 |
+
2024-05-24 00:42:52,295 - INFO -
|
| 695 |
+
Sphere2Vec-sphereM
|
| 696 |
+
2024-05-24 00:42:52,295 - INFO - Model : model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 697 |
+
2024-05-24 00:42:52,364 - INFO - (4449,)
|
| 698 |
+
2024-05-24 00:42:52,388 - INFO - Split ID: 0
|
| 699 |
+
2024-05-24 00:42:52,390 - INFO - Top 1 LocEnc acc (%): 13.78
|
| 700 |
+
2024-05-24 00:42:52,390 - INFO - Top 3 LocEnc acc (%): 29.4
|
| 701 |
+
2024-05-24 00:42:52,391 - INFO - Top 5 LocEnc acc (%): 38.41
|
| 702 |
+
2024-05-24 00:42:52,391 - INFO - Top 10 LocEnc acc (%): 53.74
|
| 703 |
+
2024-05-30 19:30:10,885 - INFO -
|
| 704 |
+
num_classes 100
|
| 705 |
+
2024-05-30 19:30:10,911 - INFO - num train 66739
|
| 706 |
+
2024-05-30 19:30:10,911 - INFO - num val 4449
|
| 707 |
+
2024-05-30 19:30:10,911 - INFO - train loss full_loss
|
| 708 |
+
2024-05-30 19:30:10,911 - INFO - model name ../models/sphere2vec_sphereM/model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 709 |
+
2024-05-30 19:30:10,911 - INFO - num users 1
|
| 710 |
+
2024-05-30 19:30:11,081 - INFO -
|
| 711 |
+
Only Sphere2Vec-sphereM
|
| 712 |
+
2024-05-30 19:30:11,082 - INFO - Model : model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 713 |
+
2024-05-30 19:30:11,194 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 714 |
+
2024-05-30 19:30:11,213 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 715 |
+
2024-05-30 19:30:11,228 - INFO -
|
| 716 |
+
No prior
|
| 717 |
+
2024-05-30 19:30:11,231 - INFO - (17798,)
|
| 718 |
+
2024-05-30 19:30:11,620 - INFO - Save results to ../eval_results/eval_yfcc__test_no_prior.csv
|
| 719 |
+
2024-05-30 19:30:11,621 - INFO - Split ID: 0
|
| 720 |
+
2024-05-30 19:30:11,621 - INFO - Top 1 acc (%): 50.15
|
| 721 |
+
2024-05-30 19:30:11,621 - INFO - Top 3 acc (%): 73.9
|
| 722 |
+
2024-05-30 19:30:11,621 - INFO - Top 5 acc (%): 82.45
|
| 723 |
+
2024-05-30 19:30:11,621 - INFO - Top 10 acc (%): 91.06
|
| 724 |
+
2024-05-30 19:30:25,851 - INFO - Split ID: 0
|
| 725 |
+
2024-05-30 19:30:25,851 - INFO - Top 1 hit (%): 51.18
|
| 726 |
+
2024-05-30 19:30:25,851 - INFO - Top 3 hit (%): 75.36
|
| 727 |
+
2024-05-30 19:30:25,851 - INFO - Top 5 hit (%): 84.12
|
| 728 |
+
2024-05-30 19:30:25,851 - INFO - Top 10 hit (%): 92.22
|
| 729 |
+
2024-05-30 19:30:25,855 - INFO -
|
| 730 |
+
Only Sphere2Vec-sphereM
|
| 731 |
+
2024-05-30 19:30:25,855 - INFO - Model : model_yfcc_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
|
| 732 |
+
2024-05-30 19:30:25,923 - INFO - (4449,)
|
| 733 |
+
2024-05-30 19:30:25,949 - INFO - Split ID: 0
|
| 734 |
+
2024-05-30 19:30:25,950 - INFO - Top 1 LocEnc acc (%): 13.78
|
| 735 |
+
2024-05-30 19:30:25,950 - INFO - Top 3 LocEnc acc (%): 29.4
|
| 736 |
+
2024-05-30 19:30:25,951 - INFO - Top 5 LocEnc acc (%): 38.41
|
| 737 |
+
2024-05-30 19:30:25,951 - INFO - Top 10 LocEnc acc (%): 53.74
|