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data/model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.log
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|
| 1 |
+
2024-05-19 22:04:40,899 - INFO -
|
| 2 |
+
num_classes 100
|
| 3 |
+
2024-05-19 22:04:40,899 - INFO - num train 66739
|
| 4 |
+
2024-05-19 22:04:40,899 - INFO - num val 4449
|
| 5 |
+
2024-05-19 22:04:40,899 - INFO - train loss full_loss
|
| 6 |
+
2024-05-19 22:04:40,899 - INFO - model name ../models/rbf/model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.pth.tar
|
| 7 |
+
2024-05-19 22:04:40,899 - INFO - num users 1
|
| 8 |
+
2024-05-19 22:04:41,070 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-19 22:05:01,409 - INFO - [51200/66739] Loss : 1.4881
|
| 11 |
+
2024-05-19 22:05:06,301 - INFO - [66560/66739] Loss : 1.4424
|
| 12 |
+
2024-05-19 22:05:08,084 - INFO - Test loss : 0.6311
|
| 13 |
+
2024-05-19 22:05:08,084 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-19 22:05:28,894 - INFO - [51200/66739] Loss : 1.2424
|
| 16 |
+
2024-05-19 22:05:34,459 - INFO - [66560/66739] Loss : 1.2376
|
| 17 |
+
2024-05-19 22:05:35,758 - INFO - Test loss : 0.5950
|
| 18 |
+
2024-05-19 22:05:35,758 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-19 22:05:58,318 - INFO - [51200/66739] Loss : 1.2039
|
| 21 |
+
2024-05-19 22:06:03,672 - INFO - [66560/66739] Loss : 1.2021
|
| 22 |
+
2024-05-19 22:06:05,162 - INFO - Test loss : 0.5926
|
| 23 |
+
2024-05-19 22:06:05,162 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-19 22:06:26,153 - INFO - [51200/66739] Loss : 1.1874
|
| 26 |
+
2024-05-19 22:06:31,930 - INFO - [66560/66739] Loss : 1.1867
|
| 27 |
+
2024-05-19 22:06:33,448 - INFO - Test loss : 0.5888
|
| 28 |
+
2024-05-19 22:06:33,448 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-19 22:06:52,865 - INFO - [51200/66739] Loss : 1.1747
|
| 31 |
+
2024-05-19 22:06:59,114 - INFO - [66560/66739] Loss : 1.1727
|
| 32 |
+
2024-05-19 22:07:00,676 - INFO - Test loss : 0.5840
|
| 33 |
+
2024-05-19 22:07:00,676 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-19 22:07:19,338 - INFO - [51200/66739] Loss : 1.1646
|
| 36 |
+
2024-05-19 22:07:24,884 - INFO - [66560/66739] Loss : 1.1648
|
| 37 |
+
2024-05-19 22:07:26,420 - INFO - Test loss : 0.5762
|
| 38 |
+
2024-05-19 22:07:26,420 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-19 22:07:46,691 - INFO - [51200/66739] Loss : 1.1564
|
| 41 |
+
2024-05-19 22:07:52,078 - INFO - [66560/66739] Loss : 1.1553
|
| 42 |
+
2024-05-19 22:07:53,492 - INFO - Test loss : 0.5719
|
| 43 |
+
2024-05-19 22:07:53,492 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-19 22:08:12,403 - INFO - [51200/66739] Loss : 1.1484
|
| 46 |
+
2024-05-19 22:08:18,616 - INFO - [66560/66739] Loss : 1.1494
|
| 47 |
+
2024-05-19 22:08:20,144 - INFO - Test loss : 0.5619
|
| 48 |
+
2024-05-19 22:08:20,145 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-19 22:08:38,437 - INFO - [51200/66739] Loss : 1.1425
|
| 51 |
+
2024-05-19 22:08:44,539 - INFO - [66560/66739] Loss : 1.1423
|
| 52 |
+
2024-05-19 22:08:45,803 - INFO - Test loss : 0.5699
|
| 53 |
+
2024-05-19 22:08:45,803 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-19 22:09:07,162 - INFO - [51200/66739] Loss : 1.1366
|
| 56 |
+
2024-05-19 22:09:12,806 - INFO - [66560/66739] Loss : 1.1364
|
| 57 |
+
2024-05-19 22:09:14,292 - INFO - Test loss : 0.5721
|
| 58 |
+
2024-05-19 22:09:14,292 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-19 22:09:34,057 - INFO - [51200/66739] Loss : 1.1305
|
| 61 |
+
2024-05-19 22:09:39,608 - INFO - [66560/66739] Loss : 1.1319
|
| 62 |
+
2024-05-19 22:09:41,139 - INFO - Test loss : 0.5617
|
| 63 |
+
2024-05-19 22:09:41,203 - INFO - (4449,)
|
| 64 |
+
2024-05-19 22:09:41,225 - INFO - Split ID: 0
|
| 65 |
+
2024-05-19 22:09:41,226 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 8.9
|
| 66 |
+
2024-05-19 22:09:41,226 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 19.55
|
| 67 |
+
2024-05-19 22:09:41,227 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 26.9
|
| 68 |
+
2024-05-19 22:09:41,227 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 40.37
|
| 69 |
+
2024-05-19 22:09:41,227 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-19 22:09:41,229 - INFO - (17798,)
|
| 72 |
+
2024-05-19 22:09:41,321 - INFO - Split ID: 0
|
| 73 |
+
2024-05-19 22:09:41,321 - INFO - Top 1 (Epoch 10)acc (%): 50.15
|
| 74 |
+
2024-05-19 22:09:41,321 - INFO - Top 3 (Epoch 10)acc (%): 73.9
|
| 75 |
+
2024-05-19 22:09:41,321 - INFO - Top 5 (Epoch 10)acc (%): 82.45
|
| 76 |
+
2024-05-19 22:09:41,321 - INFO - Top 10 (Epoch 10)acc (%): 91.06
|
| 77 |
+
2024-05-19 22:09:52,859 - INFO - Split ID: 0
|
| 78 |
+
2024-05-19 22:09:52,859 - INFO - Top 1 (Epoch 10)acc (%): 50.94
|
| 79 |
+
2024-05-19 22:09:52,859 - INFO - Top 3 (Epoch 10)acc (%): 74.89
|
| 80 |
+
2024-05-19 22:09:52,859 - INFO - Top 5 (Epoch 10)acc (%): 83.58
|
| 81 |
+
2024-05-19 22:09:52,859 - INFO - Top 10 (Epoch 10)acc (%): 91.94
|
| 82 |
+
2024-05-19 22:09:52,859 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-19 22:10:12,878 - INFO - [51200/66739] Loss : 1.1268
|
| 85 |
+
2024-05-19 22:10:19,235 - INFO - [66560/66739] Loss : 1.1274
|
| 86 |
+
2024-05-19 22:10:20,661 - INFO - Test loss : 0.5697
|
| 87 |
+
2024-05-19 22:10:20,661 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-19 22:10:41,445 - INFO - [51200/66739] Loss : 1.1237
|
| 90 |
+
2024-05-19 22:10:47,052 - INFO - [66560/66739] Loss : 1.1238
|
| 91 |
+
2024-05-19 22:10:48,515 - INFO - Test loss : 0.5609
|
| 92 |
+
2024-05-19 22:10:48,515 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-19 22:11:07,903 - INFO - [51200/66739] Loss : 1.1205
|
| 95 |
+
2024-05-19 22:11:14,226 - INFO - [66560/66739] Loss : 1.1217
|
| 96 |
+
2024-05-19 22:11:15,692 - INFO - Test loss : 0.5637
|
| 97 |
+
2024-05-19 22:11:15,692 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-19 22:11:35,431 - INFO - [51200/66739] Loss : 1.1173
|
| 100 |
+
2024-05-19 22:11:41,419 - INFO - [66560/66739] Loss : 1.1171
|
| 101 |
+
2024-05-19 22:11:42,856 - INFO - Test loss : 0.5646
|
| 102 |
+
2024-05-19 22:11:42,856 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-19 22:12:02,746 - INFO - [51200/66739] Loss : 1.1123
|
| 105 |
+
2024-05-19 22:12:08,564 - INFO - [66560/66739] Loss : 1.1132
|
| 106 |
+
2024-05-19 22:12:10,103 - INFO - Test loss : 0.5659
|
| 107 |
+
2024-05-19 22:12:10,103 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-19 22:12:30,610 - INFO - [51200/66739] Loss : 1.1121
|
| 110 |
+
2024-05-19 22:12:37,342 - INFO - [66560/66739] Loss : 1.1116
|
| 111 |
+
2024-05-19 22:12:38,814 - INFO - Test loss : 0.5652
|
| 112 |
+
2024-05-19 22:12:38,814 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-19 22:12:58,847 - INFO - [51200/66739] Loss : 1.1090
|
| 115 |
+
2024-05-19 22:13:04,948 - INFO - [66560/66739] Loss : 1.1083
|
| 116 |
+
2024-05-19 22:13:06,409 - INFO - Test loss : 0.5665
|
| 117 |
+
2024-05-19 22:13:06,410 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-19 22:13:27,764 - INFO - [51200/66739] Loss : 1.1070
|
| 120 |
+
2024-05-19 22:13:34,248 - INFO - [66560/66739] Loss : 1.1066
|
| 121 |
+
2024-05-19 22:13:35,717 - INFO - Test loss : 0.5729
|
| 122 |
+
2024-05-19 22:13:35,717 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-19 22:13:56,636 - INFO - [51200/66739] Loss : 1.1032
|
| 125 |
+
2024-05-19 22:14:03,279 - INFO - [66560/66739] Loss : 1.1041
|
| 126 |
+
2024-05-19 22:14:04,782 - INFO - Test loss : 0.5601
|
| 127 |
+
2024-05-19 22:14:04,782 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-19 22:14:24,315 - INFO - [51200/66739] Loss : 1.1027
|
| 130 |
+
2024-05-19 22:14:29,909 - INFO - [66560/66739] Loss : 1.1026
|
| 131 |
+
2024-05-19 22:14:31,550 - INFO - Test loss : 0.5677
|
| 132 |
+
2024-05-19 22:14:31,612 - INFO - (4449,)
|
| 133 |
+
2024-05-19 22:14:31,633 - INFO - Split ID: 0
|
| 134 |
+
2024-05-19 22:14:31,635 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 9.89
|
| 135 |
+
2024-05-19 22:14:31,635 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 20.36
|
| 136 |
+
2024-05-19 22:14:31,635 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 28.28
|
| 137 |
+
2024-05-19 22:14:31,635 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 42.1
|
| 138 |
+
2024-05-19 22:14:31,636 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-19 22:14:31,638 - INFO - (17798,)
|
| 141 |
+
2024-05-19 22:14:31,727 - INFO - Split ID: 0
|
| 142 |
+
2024-05-19 22:14:31,727 - INFO - Top 1 (Epoch 20)acc (%): 50.15
|
| 143 |
+
2024-05-19 22:14:31,727 - INFO - Top 3 (Epoch 20)acc (%): 73.9
|
| 144 |
+
2024-05-19 22:14:31,728 - INFO - Top 5 (Epoch 20)acc (%): 82.45
|
| 145 |
+
2024-05-19 22:14:31,728 - INFO - Top 10 (Epoch 20)acc (%): 91.06
|
| 146 |
+
2024-05-19 22:14:43,100 - INFO - Split ID: 0
|
| 147 |
+
2024-05-19 22:14:43,101 - INFO - Top 1 (Epoch 20)acc (%): 51.01
|
| 148 |
+
2024-05-19 22:14:43,101 - INFO - Top 3 (Epoch 20)acc (%): 74.89
|
| 149 |
+
2024-05-19 22:14:43,101 - INFO - Top 5 (Epoch 20)acc (%): 83.66
|
| 150 |
+
2024-05-19 22:14:43,101 - INFO - Top 10 (Epoch 20)acc (%): 91.94
|
| 151 |
+
2024-05-19 22:14:43,103 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-19 22:15:02,240 - INFO - [51200/66739] Loss : 1.1002
|
| 154 |
+
2024-05-19 22:15:08,269 - INFO - [66560/66739] Loss : 1.1013
|
| 155 |
+
2024-05-19 22:15:09,634 - INFO - Test loss : 0.5639
|
| 156 |
+
2024-05-19 22:15:09,634 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-19 22:15:28,727 - INFO - [51200/66739] Loss : 1.1005
|
| 159 |
+
2024-05-19 22:15:34,127 - INFO - [66560/66739] Loss : 1.1000
|
| 160 |
+
2024-05-19 22:15:35,623 - INFO - Test loss : 0.5705
|
| 161 |
+
2024-05-19 22:15:35,624 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-19 22:15:53,484 - INFO - [51200/66739] Loss : 1.0955
|
| 164 |
+
2024-05-19 22:15:59,885 - INFO - [66560/66739] Loss : 1.0967
|
| 165 |
+
2024-05-19 22:16:01,396 - INFO - Test loss : 0.5683
|
| 166 |
+
2024-05-19 22:16:01,396 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-19 22:16:21,961 - INFO - [51200/66739] Loss : 1.0943
|
| 169 |
+
2024-05-19 22:16:27,499 - INFO - [66560/66739] Loss : 1.0951
|
| 170 |
+
2024-05-19 22:16:29,155 - INFO - Test loss : 0.5639
|
| 171 |
+
2024-05-19 22:16:29,156 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-19 22:16:49,318 - INFO - [51200/66739] Loss : 1.0931
|
| 174 |
+
2024-05-19 22:16:55,619 - INFO - [66560/66739] Loss : 1.0937
|
| 175 |
+
2024-05-19 22:16:57,128 - INFO - Test loss : 0.5675
|
| 176 |
+
2024-05-19 22:16:57,128 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-19 22:17:15,939 - INFO - [51200/66739] Loss : 1.0911
|
| 179 |
+
2024-05-19 22:17:21,967 - INFO - [66560/66739] Loss : 1.0928
|
| 180 |
+
2024-05-19 22:17:23,419 - INFO - Test loss : 0.5665
|
| 181 |
+
2024-05-19 22:17:23,419 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-19 22:17:44,088 - INFO - [51200/66739] Loss : 1.0905
|
| 184 |
+
2024-05-19 22:17:50,225 - INFO - [66560/66739] Loss : 1.0907
|
| 185 |
+
2024-05-19 22:17:51,701 - INFO - Test loss : 0.5703
|
| 186 |
+
2024-05-19 22:17:51,701 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-19 22:18:10,901 - INFO - [51200/66739] Loss : 1.0902
|
| 189 |
+
2024-05-19 22:18:17,152 - INFO - [66560/66739] Loss : 1.0905
|
| 190 |
+
2024-05-19 22:18:18,398 - INFO - Test loss : 0.5662
|
| 191 |
+
2024-05-19 22:18:18,398 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-19 22:18:39,207 - INFO - [51200/66739] Loss : 1.0874
|
| 194 |
+
2024-05-19 22:18:45,002 - INFO - [66560/66739] Loss : 1.0891
|
| 195 |
+
2024-05-19 22:18:46,693 - INFO - Test loss : 0.5667
|
| 196 |
+
2024-05-19 22:18:46,693 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-19 22:18:59,399 - INFO - [51200/66739] Loss : 1.0867
|
| 199 |
+
2024-05-19 22:19:00,461 - INFO - [66560/66739] Loss : 1.0874
|
| 200 |
+
2024-05-19 22:19:00,696 - INFO - Test loss : 0.5690
|
| 201 |
+
2024-05-19 22:19:00,755 - INFO - (4449,)
|
| 202 |
+
2024-05-19 22:19:00,775 - INFO - Split ID: 0
|
| 203 |
+
2024-05-19 22:19:00,777 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 10.09
|
| 204 |
+
2024-05-19 22:19:00,777 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 20.95
|
| 205 |
+
2024-05-19 22:19:00,777 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 28.73
|
| 206 |
+
2024-05-19 22:19:00,777 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 43.36
|
| 207 |
+
2024-05-19 22:19:00,778 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-19 22:19:00,780 - INFO - (17798,)
|
| 210 |
+
2024-05-19 22:19:00,871 - INFO - Split ID: 0
|
| 211 |
+
2024-05-19 22:19:00,871 - INFO - Top 1 (Epoch 30)acc (%): 50.15
|
| 212 |
+
2024-05-19 22:19:00,871 - INFO - Top 3 (Epoch 30)acc (%): 73.9
|
| 213 |
+
2024-05-19 22:19:00,871 - INFO - Top 5 (Epoch 30)acc (%): 82.45
|
| 214 |
+
2024-05-19 22:19:00,871 - INFO - Top 10 (Epoch 30)acc (%): 91.06
|
| 215 |
+
2024-05-19 22:19:07,216 - INFO - Split ID: 0
|
| 216 |
+
2024-05-19 22:19:07,216 - INFO - Top 1 (Epoch 30)acc (%): 51.06
|
| 217 |
+
2024-05-19 22:19:07,216 - INFO - Top 3 (Epoch 30)acc (%): 75.01
|
| 218 |
+
2024-05-19 22:19:07,216 - INFO - Top 5 (Epoch 30)acc (%): 83.67
|
| 219 |
+
2024-05-19 22:19:07,216 - INFO - Top 10 (Epoch 30)acc (%): 92.01
|
| 220 |
+
2024-05-19 22:19:07,217 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-19 22:19:10,802 - INFO - [51200/66739] Loss : 1.0847
|
| 223 |
+
2024-05-19 22:19:11,794 - INFO - [66560/66739] Loss : 1.0864
|
| 224 |
+
2024-05-19 22:19:12,029 - INFO - Test loss : 0.5701
|
| 225 |
+
2024-05-19 22:19:12,029 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-19 22:19:15,669 - INFO - [51200/66739] Loss : 1.0852
|
| 228 |
+
2024-05-19 22:19:16,661 - INFO - [66560/66739] Loss : 1.0855
|
| 229 |
+
2024-05-19 22:19:16,896 - INFO - Test loss : 0.5778
|
| 230 |
+
2024-05-19 22:19:16,896 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-19 22:19:20,483 - INFO - [51200/66739] Loss : 1.0852
|
| 233 |
+
2024-05-19 22:19:21,514 - INFO - [66560/66739] Loss : 1.0849
|
| 234 |
+
2024-05-19 22:19:21,746 - INFO - Test loss : 0.5745
|
| 235 |
+
2024-05-19 22:19:21,747 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-19 22:19:25,335 - INFO - [51200/66739] Loss : 1.0839
|
| 238 |
+
2024-05-19 22:19:26,325 - INFO - [66560/66739] Loss : 1.0828
|
| 239 |
+
2024-05-19 22:19:26,559 - INFO - Test loss : 0.5699
|
| 240 |
+
2024-05-19 22:19:26,559 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-19 22:19:30,190 - INFO - [51200/66739] Loss : 1.0830
|
| 243 |
+
2024-05-19 22:19:31,181 - INFO - [66560/66739] Loss : 1.0828
|
| 244 |
+
2024-05-19 22:19:31,415 - INFO - Test loss : 0.5735
|
| 245 |
+
2024-05-19 22:19:31,415 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-19 22:19:35,014 - INFO - [51200/66739] Loss : 1.0807
|
| 248 |
+
2024-05-19 22:19:36,048 - INFO - [66560/66739] Loss : 1.0816
|
| 249 |
+
2024-05-19 22:19:36,283 - INFO - Test loss : 0.5747
|
| 250 |
+
2024-05-19 22:19:36,283 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-19 22:19:39,907 - INFO - [51200/66739] Loss : 1.0800
|
| 253 |
+
2024-05-19 22:19:40,908 - INFO - [66560/66739] Loss : 1.0811
|
| 254 |
+
2024-05-19 22:19:41,150 - INFO - Test loss : 0.5723
|
| 255 |
+
2024-05-19 22:19:41,150 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-19 22:19:44,825 - INFO - [51200/66739] Loss : 1.0805
|
| 258 |
+
2024-05-19 22:19:45,828 - INFO - [66560/66739] Loss : 1.0803
|
| 259 |
+
2024-05-19 22:19:46,066 - INFO - Test loss : 0.5767
|
| 260 |
+
2024-05-19 22:19:46,066 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-19 22:19:49,682 - INFO - [51200/66739] Loss : 1.0792
|
| 263 |
+
2024-05-19 22:19:50,736 - INFO - [66560/66739] Loss : 1.0791
|
| 264 |
+
2024-05-19 22:19:51,285 - INFO - Test loss : 0.5680
|
| 265 |
+
2024-05-19 22:19:51,285 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-19 22:20:03,035 - INFO - [51200/66739] Loss : 1.0777
|
| 268 |
+
2024-05-19 22:20:06,326 - INFO - [66560/66739] Loss : 1.0775
|
| 269 |
+
2024-05-19 22:20:07,271 - INFO - Test loss : 0.5711
|
| 270 |
+
2024-05-19 22:20:07,326 - INFO - (4449,)
|
| 271 |
+
2024-05-19 22:20:07,346 - INFO - Split ID: 0
|
| 272 |
+
2024-05-19 22:20:07,348 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 9.87
|
| 273 |
+
2024-05-19 22:20:07,348 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 20.7
|
| 274 |
+
2024-05-19 22:20:07,348 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 29.24
|
| 275 |
+
2024-05-19 22:20:07,348 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 43.45
|
| 276 |
+
2024-05-19 22:20:07,349 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-19 22:20:07,351 - INFO - (17798,)
|
| 279 |
+
2024-05-19 22:20:07,441 - INFO - Split ID: 0
|
| 280 |
+
2024-05-19 22:20:07,441 - INFO - Top 1 (Epoch 40)acc (%): 50.15
|
| 281 |
+
2024-05-19 22:20:07,441 - INFO - Top 3 (Epoch 40)acc (%): 73.9
|
| 282 |
+
2024-05-19 22:20:07,441 - INFO - Top 5 (Epoch 40)acc (%): 82.45
|
| 283 |
+
2024-05-19 22:20:07,441 - INFO - Top 10 (Epoch 40)acc (%): 91.06
|
| 284 |
+
2024-05-19 22:20:18,342 - INFO - Split ID: 0
|
| 285 |
+
2024-05-19 22:20:18,342 - INFO - Top 1 (Epoch 40)acc (%): 51.13
|
| 286 |
+
2024-05-19 22:20:18,342 - INFO - Top 3 (Epoch 40)acc (%): 75.1
|
| 287 |
+
2024-05-19 22:20:18,342 - INFO - Top 5 (Epoch 40)acc (%): 83.59
|
| 288 |
+
2024-05-19 22:20:18,342 - INFO - Top 10 (Epoch 40)acc (%): 92.04
|
| 289 |
+
2024-05-19 22:20:18,344 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-19 22:20:30,297 - INFO - [51200/66739] Loss : 1.0752
|
| 292 |
+
2024-05-19 22:20:33,602 - INFO - [66560/66739] Loss : 1.0753
|
| 293 |
+
2024-05-19 22:20:34,536 - INFO - Test loss : 0.5718
|
| 294 |
+
2024-05-19 22:20:34,536 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-19 22:20:46,486 - INFO - [51200/66739] Loss : 1.0737
|
| 297 |
+
2024-05-19 22:20:50,939 - INFO - [66560/66739] Loss : 1.0735
|
| 298 |
+
2024-05-19 22:20:52,184 - INFO - Test loss : 0.5721
|
| 299 |
+
2024-05-19 22:20:52,184 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-19 22:21:13,460 - INFO - [51200/66739] Loss : 1.0752
|
| 302 |
+
2024-05-19 22:21:19,879 - INFO - [66560/66739] Loss : 1.0733
|
| 303 |
+
2024-05-19 22:21:21,368 - INFO - Test loss : 0.5791
|
| 304 |
+
2024-05-19 22:21:21,368 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-19 22:21:41,103 - INFO - [51200/66739] Loss : 1.0730
|
| 307 |
+
2024-05-19 22:21:46,925 - INFO - [66560/66739] Loss : 1.0736
|
| 308 |
+
2024-05-19 22:21:48,420 - INFO - Test loss : 0.5742
|
| 309 |
+
2024-05-19 22:21:48,421 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-19 22:22:08,832 - INFO - [51200/66739] Loss : 1.0716
|
| 312 |
+
2024-05-19 22:22:14,926 - INFO - [66560/66739] Loss : 1.0724
|
| 313 |
+
2024-05-19 22:22:16,283 - INFO - Test loss : 0.5747
|
| 314 |
+
2024-05-19 22:22:16,283 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-19 22:22:36,626 - INFO - [51200/66739] Loss : 1.0698
|
| 317 |
+
2024-05-19 22:22:42,282 - INFO - [66560/66739] Loss : 1.0717
|
| 318 |
+
2024-05-19 22:22:43,850 - INFO - Test loss : 0.5695
|
| 319 |
+
2024-05-19 22:22:43,850 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-19 22:23:03,243 - INFO - [51200/66739] Loss : 1.0717
|
| 322 |
+
2024-05-19 22:23:08,343 - INFO - [66560/66739] Loss : 1.0706
|
| 323 |
+
2024-05-19 22:23:09,847 - INFO - Test loss : 0.5761
|
| 324 |
+
2024-05-19 22:23:09,847 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-19 22:23:29,591 - INFO - [51200/66739] Loss : 1.0705
|
| 327 |
+
2024-05-19 22:23:36,335 - INFO - [66560/66739] Loss : 1.0706
|
| 328 |
+
2024-05-19 22:23:37,885 - INFO - Test loss : 0.5751
|
| 329 |
+
2024-05-19 22:23:37,886 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-19 22:23:57,295 - INFO - [51200/66739] Loss : 1.0712
|
| 332 |
+
2024-05-19 22:24:04,014 - INFO - [66560/66739] Loss : 1.0712
|
| 333 |
+
2024-05-19 22:24:05,464 - INFO - Test loss : 0.5739
|
| 334 |
+
2024-05-19 22:24:05,464 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-19 22:24:23,892 - INFO - [51200/66739] Loss : 1.0710
|
| 337 |
+
2024-05-19 22:24:29,001 - INFO - [66560/66739] Loss : 1.0706
|
| 338 |
+
2024-05-19 22:24:30,513 - INFO - Test loss : 0.5756
|
| 339 |
+
2024-05-19 22:24:30,577 - INFO - (4449,)
|
| 340 |
+
2024-05-19 22:24:30,598 - INFO - Split ID: 0
|
| 341 |
+
2024-05-19 22:24:30,600 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 10.09
|
| 342 |
+
2024-05-19 22:24:30,600 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 21.26
|
| 343 |
+
2024-05-19 22:24:30,600 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 29.06
|
| 344 |
+
2024-05-19 22:24:30,600 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 43.81
|
| 345 |
+
2024-05-19 22:24:30,601 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-19 22:24:30,603 - INFO - (17798,)
|
| 348 |
+
2024-05-19 22:24:30,721 - INFO - Split ID: 0
|
| 349 |
+
2024-05-19 22:24:30,721 - INFO - Top 1 (Epoch 50)acc (%): 50.15
|
| 350 |
+
2024-05-19 22:24:30,721 - INFO - Top 3 (Epoch 50)acc (%): 73.9
|
| 351 |
+
2024-05-19 22:24:30,721 - INFO - Top 5 (Epoch 50)acc (%): 82.45
|
| 352 |
+
2024-05-19 22:24:30,721 - INFO - Top 10 (Epoch 50)acc (%): 91.06
|
| 353 |
+
2024-05-19 22:24:42,169 - INFO - Split ID: 0
|
| 354 |
+
2024-05-19 22:24:42,169 - INFO - Top 1 (Epoch 50)acc (%): 51.16
|
| 355 |
+
2024-05-19 22:24:42,169 - INFO - Top 3 (Epoch 50)acc (%): 75.14
|
| 356 |
+
2024-05-19 22:24:42,169 - INFO - Top 5 (Epoch 50)acc (%): 83.66
|
| 357 |
+
2024-05-19 22:24:42,169 - INFO - Top 10 (Epoch 50)acc (%): 92.13
|
| 358 |
+
2024-05-19 22:24:42,171 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-19 22:25:02,611 - INFO - [51200/66739] Loss : 1.0697
|
| 361 |
+
2024-05-19 22:25:07,963 - INFO - [66560/66739] Loss : 1.0699
|
| 362 |
+
2024-05-19 22:25:08,943 - INFO - Test loss : 0.5718
|
| 363 |
+
2024-05-19 22:25:08,943 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-19 22:25:29,022 - INFO - [51200/66739] Loss : 1.0679
|
| 366 |
+
2024-05-19 22:25:35,237 - INFO - [66560/66739] Loss : 1.0692
|
| 367 |
+
2024-05-19 22:25:36,663 - INFO - Test loss : 0.5749
|
| 368 |
+
2024-05-19 22:25:36,664 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-19 22:25:58,269 - INFO - [51200/66739] Loss : 1.0664
|
| 371 |
+
2024-05-19 22:26:05,099 - INFO - [66560/66739] Loss : 1.0674
|
| 372 |
+
2024-05-19 22:26:06,437 - INFO - Test loss : 0.5773
|
| 373 |
+
2024-05-19 22:26:06,437 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-19 22:26:24,493 - INFO - [51200/66739] Loss : 1.0672
|
| 376 |
+
2024-05-19 22:26:29,616 - INFO - [66560/66739] Loss : 1.0676
|
| 377 |
+
2024-05-19 22:26:31,086 - INFO - Test loss : 0.5766
|
| 378 |
+
2024-05-19 22:26:31,086 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-19 22:26:51,472 - INFO - [51200/66739] Loss : 1.0656
|
| 381 |
+
2024-05-19 22:26:57,382 - INFO - [66560/66739] Loss : 1.0652
|
| 382 |
+
2024-05-19 22:26:58,787 - INFO - Test loss : 0.5745
|
| 383 |
+
2024-05-19 22:26:58,787 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-19 22:27:17,846 - INFO - [51200/66739] Loss : 1.0620
|
| 386 |
+
2024-05-19 22:27:23,197 - INFO - [66560/66739] Loss : 1.0634
|
| 387 |
+
2024-05-19 22:27:24,708 - INFO - Test loss : 0.5753
|
| 388 |
+
2024-05-19 22:27:24,708 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-19 22:27:44,041 - INFO - [51200/66739] Loss : 1.0614
|
| 391 |
+
2024-05-19 22:27:49,848 - INFO - [66560/66739] Loss : 1.0634
|
| 392 |
+
2024-05-19 22:27:51,230 - INFO - Test loss : 0.5753
|
| 393 |
+
2024-05-19 22:27:51,230 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-19 22:28:10,225 - INFO - [51200/66739] Loss : 1.0616
|
| 396 |
+
2024-05-19 22:28:16,260 - INFO - [66560/66739] Loss : 1.0624
|
| 397 |
+
2024-05-19 22:28:17,716 - INFO - Test loss : 0.5766
|
| 398 |
+
2024-05-19 22:28:17,716 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-19 22:28:33,696 - INFO - [51200/66739] Loss : 1.0617
|
| 401 |
+
2024-05-19 22:28:38,503 - INFO - [66560/66739] Loss : 1.0623
|
| 402 |
+
2024-05-19 22:28:39,966 - INFO - Test loss : 0.5762
|
| 403 |
+
2024-05-19 22:28:39,966 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-19 22:29:00,189 - INFO - [51200/66739] Loss : 1.0642
|
| 406 |
+
2024-05-19 22:29:05,965 - INFO - [66560/66739] Loss : 1.0622
|
| 407 |
+
2024-05-19 22:29:07,346 - INFO - Test loss : 0.5772
|
| 408 |
+
2024-05-19 22:29:07,409 - INFO - (4449,)
|
| 409 |
+
2024-05-19 22:29:07,430 - INFO - Split ID: 0
|
| 410 |
+
2024-05-19 22:29:07,432 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 10.18
|
| 411 |
+
2024-05-19 22:29:07,432 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 21.51
|
| 412 |
+
2024-05-19 22:29:07,432 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 29.58
|
| 413 |
+
2024-05-19 22:29:07,432 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 44.37
|
| 414 |
+
2024-05-19 22:29:07,433 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-19 22:29:07,435 - INFO - (17798,)
|
| 417 |
+
2024-05-19 22:29:08,256 - INFO - Split ID: 0
|
| 418 |
+
2024-05-19 22:29:08,256 - INFO - Top 1 (Epoch 60)acc (%): 50.15
|
| 419 |
+
2024-05-19 22:29:08,256 - INFO - Top 3 (Epoch 60)acc (%): 73.9
|
| 420 |
+
2024-05-19 22:29:08,256 - INFO - Top 5 (Epoch 60)acc (%): 82.45
|
| 421 |
+
2024-05-19 22:29:08,256 - INFO - Top 10 (Epoch 60)acc (%): 91.06
|
| 422 |
+
2024-05-19 22:29:19,880 - INFO - Split ID: 0
|
| 423 |
+
2024-05-19 22:29:19,880 - INFO - Top 1 (Epoch 60)acc (%): 51.16
|
| 424 |
+
2024-05-19 22:29:19,880 - INFO - Top 3 (Epoch 60)acc (%): 75.09
|
| 425 |
+
2024-05-19 22:29:19,880 - INFO - Top 5 (Epoch 60)acc (%): 83.71
|
| 426 |
+
2024-05-19 22:29:19,880 - INFO - Top 10 (Epoch 60)acc (%): 92.08
|
| 427 |
+
2024-05-19 22:29:19,885 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-19 22:29:36,854 - INFO - [51200/66739] Loss : 1.0615
|
| 430 |
+
2024-05-19 22:29:41,420 - INFO - [66560/66739] Loss : 1.0610
|
| 431 |
+
2024-05-19 22:29:42,664 - INFO - Test loss : 0.5771
|
| 432 |
+
2024-05-19 22:29:42,664 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-19 22:30:00,202 - INFO - [51200/66739] Loss : 1.0614
|
| 435 |
+
2024-05-19 22:30:06,042 - INFO - [66560/66739] Loss : 1.0612
|
| 436 |
+
2024-05-19 22:30:07,473 - INFO - Test loss : 0.5801
|
| 437 |
+
2024-05-19 22:30:07,474 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-19 22:30:26,520 - INFO - [51200/66739] Loss : 1.0588
|
| 440 |
+
2024-05-19 22:30:32,245 - INFO - [66560/66739] Loss : 1.0591
|
| 441 |
+
2024-05-19 22:30:33,395 - INFO - Test loss : 0.5749
|
| 442 |
+
2024-05-19 22:30:33,395 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-19 22:30:52,950 - INFO - [51200/66739] Loss : 1.0601
|
| 445 |
+
2024-05-19 22:30:58,662 - INFO - [66560/66739] Loss : 1.0610
|
| 446 |
+
2024-05-19 22:31:00,240 - INFO - Test loss : 0.5785
|
| 447 |
+
2024-05-19 22:31:00,240 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-19 22:31:20,725 - INFO - [51200/66739] Loss : 1.0597
|
| 450 |
+
2024-05-19 22:31:26,294 - INFO - [66560/66739] Loss : 1.0594
|
| 451 |
+
2024-05-19 22:31:27,798 - INFO - Test loss : 0.5752
|
| 452 |
+
2024-05-19 22:31:27,798 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-19 22:31:47,709 - INFO - [51200/66739] Loss : 1.0576
|
| 455 |
+
2024-05-19 22:31:53,009 - INFO - [66560/66739] Loss : 1.0584
|
| 456 |
+
2024-05-19 22:31:54,044 - INFO - Test loss : 0.5754
|
| 457 |
+
2024-05-19 22:31:54,044 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-19 22:32:14,668 - INFO - [51200/66739] Loss : 1.0575
|
| 460 |
+
2024-05-19 22:32:20,283 - INFO - [66560/66739] Loss : 1.0573
|
| 461 |
+
2024-05-19 22:32:21,748 - INFO - Test loss : 0.5766
|
| 462 |
+
2024-05-19 22:32:21,749 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-19 22:32:38,360 - INFO - [51200/66739] Loss : 1.0564
|
| 465 |
+
2024-05-19 22:32:42,827 - INFO - [66560/66739] Loss : 1.0587
|
| 466 |
+
2024-05-19 22:32:44,276 - INFO - Test loss : 0.5739
|
| 467 |
+
2024-05-19 22:32:44,277 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-19 22:33:02,550 - INFO - [51200/66739] Loss : 1.0577
|
| 470 |
+
2024-05-19 22:33:08,242 - INFO - [66560/66739] Loss : 1.0580
|
| 471 |
+
2024-05-19 22:33:09,633 - INFO - Test loss : 0.5736
|
| 472 |
+
2024-05-19 22:33:09,634 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-19 22:33:29,664 - INFO - [51200/66739] Loss : 1.0558
|
| 475 |
+
2024-05-19 22:33:35,023 - INFO - [66560/66739] Loss : 1.0555
|
| 476 |
+
2024-05-19 22:33:36,322 - INFO - Test loss : 0.5802
|
| 477 |
+
2024-05-19 22:33:36,377 - INFO - (4449,)
|
| 478 |
+
2024-05-19 22:33:36,398 - INFO - Split ID: 0
|
| 479 |
+
2024-05-19 22:33:36,400 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 10.36
|
| 480 |
+
2024-05-19 22:33:36,400 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 21.65
|
| 481 |
+
2024-05-19 22:33:36,400 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 30.14
|
| 482 |
+
2024-05-19 22:33:36,400 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 44.64
|
| 483 |
+
2024-05-19 22:33:36,401 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-19 22:33:36,403 - INFO - (17798,)
|
| 486 |
+
2024-05-19 22:33:36,512 - INFO - Split ID: 0
|
| 487 |
+
2024-05-19 22:33:36,512 - INFO - Top 1 (Epoch 70)acc (%): 50.15
|
| 488 |
+
2024-05-19 22:33:36,512 - INFO - Top 3 (Epoch 70)acc (%): 73.9
|
| 489 |
+
2024-05-19 22:33:36,512 - INFO - Top 5 (Epoch 70)acc (%): 82.45
|
| 490 |
+
2024-05-19 22:33:36,512 - INFO - Top 10 (Epoch 70)acc (%): 91.06
|
| 491 |
+
2024-05-19 22:33:47,850 - INFO - Split ID: 0
|
| 492 |
+
2024-05-19 22:33:47,850 - INFO - Top 1 (Epoch 70)acc (%): 51.19
|
| 493 |
+
2024-05-19 22:33:47,850 - INFO - Top 3 (Epoch 70)acc (%): 75.17
|
| 494 |
+
2024-05-19 22:33:47,850 - INFO - Top 5 (Epoch 70)acc (%): 83.8
|
| 495 |
+
2024-05-19 22:33:47,851 - INFO - Top 10 (Epoch 70)acc (%): 92.11
|
| 496 |
+
2024-05-19 22:33:47,855 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-19 22:34:03,021 - INFO - [51200/66739] Loss : 1.0545
|
| 499 |
+
2024-05-19 22:34:07,456 - INFO - [66560/66739] Loss : 1.0559
|
| 500 |
+
2024-05-19 22:34:08,640 - INFO - Test loss : 0.5774
|
| 501 |
+
2024-05-19 22:34:08,640 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-19 22:34:25,591 - INFO - [51200/66739] Loss : 1.0537
|
| 504 |
+
2024-05-19 22:34:29,877 - INFO - [66560/66739] Loss : 1.0555
|
| 505 |
+
2024-05-19 22:34:31,167 - INFO - Test loss : 0.5770
|
| 506 |
+
2024-05-19 22:34:31,168 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-19 22:34:47,654 - INFO - [51200/66739] Loss : 1.0511
|
| 509 |
+
2024-05-19 22:34:53,244 - INFO - [66560/66739] Loss : 1.0521
|
| 510 |
+
2024-05-19 22:34:54,750 - INFO - Test loss : 0.5767
|
| 511 |
+
2024-05-19 22:34:54,750 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-19 22:35:14,248 - INFO - [51200/66739] Loss : 1.0562
|
| 514 |
+
2024-05-19 22:35:19,937 - INFO - [66560/66739] Loss : 1.0560
|
| 515 |
+
2024-05-19 22:35:21,718 - INFO - Test loss : 0.5771
|
| 516 |
+
2024-05-19 22:35:21,718 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-19 22:35:40,440 - INFO - [51200/66739] Loss : 1.0547
|
| 519 |
+
2024-05-19 22:35:45,939 - INFO - [66560/66739] Loss : 1.0544
|
| 520 |
+
2024-05-19 22:35:47,200 - INFO - Test loss : 0.5776
|
| 521 |
+
2024-05-19 22:35:47,200 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-19 22:36:07,743 - INFO - [51200/66739] Loss : 1.0513
|
| 524 |
+
2024-05-19 22:36:13,729 - INFO - [66560/66739] Loss : 1.0540
|
| 525 |
+
2024-05-19 22:36:15,212 - INFO - Test loss : 0.5739
|
| 526 |
+
2024-05-19 22:36:15,212 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-19 22:36:33,837 - INFO - [51200/66739] Loss : 1.0533
|
| 529 |
+
2024-05-19 22:36:36,928 - INFO - [66560/66739] Loss : 1.0530
|
| 530 |
+
2024-05-19 22:36:38,284 - INFO - Test loss : 0.5773
|
| 531 |
+
2024-05-19 22:36:38,284 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-19 22:36:57,072 - INFO - [51200/66739] Loss : 1.0512
|
| 534 |
+
2024-05-19 22:37:03,327 - INFO - [66560/66739] Loss : 1.0532
|
| 535 |
+
2024-05-19 22:37:04,731 - INFO - Test loss : 0.5772
|
| 536 |
+
2024-05-19 22:37:04,731 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-19 22:37:24,103 - INFO - [51200/66739] Loss : 1.0531
|
| 539 |
+
2024-05-19 22:37:29,672 - INFO - [66560/66739] Loss : 1.0534
|
| 540 |
+
2024-05-19 22:37:31,403 - INFO - Test loss : 0.5774
|
| 541 |
+
2024-05-19 22:37:31,403 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-19 22:37:49,720 - INFO - [51200/66739] Loss : 1.0523
|
| 544 |
+
2024-05-19 22:37:53,101 - INFO - [66560/66739] Loss : 1.0526
|
| 545 |
+
2024-05-19 22:37:54,341 - INFO - Test loss : 0.5768
|
| 546 |
+
2024-05-19 22:37:54,406 - INFO - (4449,)
|
| 547 |
+
2024-05-19 22:37:54,426 - INFO - Split ID: 0
|
| 548 |
+
2024-05-19 22:37:54,428 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 10.32
|
| 549 |
+
2024-05-19 22:37:54,428 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 21.71
|
| 550 |
+
2024-05-19 22:37:54,428 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 29.94
|
| 551 |
+
2024-05-19 22:37:54,428 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 44.57
|
| 552 |
+
2024-05-19 22:37:54,429 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-19 22:37:54,431 - INFO - (17798,)
|
| 555 |
+
2024-05-19 22:37:54,522 - INFO - Split ID: 0
|
| 556 |
+
2024-05-19 22:37:54,522 - INFO - Top 1 (Epoch 80)acc (%): 50.15
|
| 557 |
+
2024-05-19 22:37:54,522 - INFO - Top 3 (Epoch 80)acc (%): 73.9
|
| 558 |
+
2024-05-19 22:37:54,522 - INFO - Top 5 (Epoch 80)acc (%): 82.45
|
| 559 |
+
2024-05-19 22:37:54,522 - INFO - Top 10 (Epoch 80)acc (%): 91.06
|
| 560 |
+
2024-05-19 22:38:05,955 - INFO - Split ID: 0
|
| 561 |
+
2024-05-19 22:38:05,955 - INFO - Top 1 (Epoch 80)acc (%): 51.21
|
| 562 |
+
2024-05-19 22:38:05,955 - INFO - Top 3 (Epoch 80)acc (%): 75.19
|
| 563 |
+
2024-05-19 22:38:05,956 - INFO - Top 5 (Epoch 80)acc (%): 83.76
|
| 564 |
+
2024-05-19 22:38:05,956 - INFO - Top 10 (Epoch 80)acc (%): 92.11
|
| 565 |
+
2024-05-19 22:38:05,958 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-19 22:38:27,281 - INFO - [51200/66739] Loss : 1.0521
|
| 568 |
+
2024-05-19 22:38:32,973 - INFO - [66560/66739] Loss : 1.0520
|
| 569 |
+
2024-05-19 22:38:34,444 - INFO - Test loss : 0.5775
|
| 570 |
+
2024-05-19 22:38:34,445 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-19 22:38:55,708 - INFO - [51200/66739] Loss : 1.0531
|
| 573 |
+
2024-05-19 22:39:02,209 - INFO - [66560/66739] Loss : 1.0529
|
| 574 |
+
2024-05-19 22:39:03,707 - INFO - Test loss : 0.5775
|
| 575 |
+
2024-05-19 22:39:03,707 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-19 22:39:22,316 - INFO - [51200/66739] Loss : 1.0524
|
| 578 |
+
2024-05-19 22:39:27,775 - INFO - [66560/66739] Loss : 1.0505
|
| 579 |
+
2024-05-19 22:39:29,552 - INFO - Test loss : 0.5769
|
| 580 |
+
2024-05-19 22:39:29,552 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-19 22:39:49,495 - INFO - [51200/66739] Loss : 1.0521
|
| 583 |
+
2024-05-19 22:39:55,178 - INFO - [66560/66739] Loss : 1.0503
|
| 584 |
+
2024-05-19 22:39:56,473 - INFO - Test loss : 0.5772
|
| 585 |
+
2024-05-19 22:39:56,473 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-19 22:40:15,302 - INFO - [51200/66739] Loss : 1.0498
|
| 588 |
+
2024-05-19 22:40:21,707 - INFO - [66560/66739] Loss : 1.0496
|
| 589 |
+
2024-05-19 22:40:23,254 - INFO - Test loss : 0.5786
|
| 590 |
+
2024-05-19 22:40:23,254 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-19 22:40:41,065 - INFO - [51200/66739] Loss : 1.0517
|
| 593 |
+
2024-05-19 22:40:46,257 - INFO - [66560/66739] Loss : 1.0495
|
| 594 |
+
2024-05-19 22:40:47,572 - INFO - Test loss : 0.5779
|
| 595 |
+
2024-05-19 22:40:47,572 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-19 22:41:05,064 - INFO - [51200/66739] Loss : 1.0476
|
| 598 |
+
2024-05-19 22:41:08,663 - INFO - [66560/66739] Loss : 1.0484
|
| 599 |
+
2024-05-19 22:41:09,799 - INFO - Test loss : 0.5777
|
| 600 |
+
2024-05-19 22:41:09,799 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-19 22:41:31,484 - INFO - [51200/66739] Loss : 1.0482
|
| 603 |
+
2024-05-19 22:41:37,213 - INFO - [66560/66739] Loss : 1.0501
|
| 604 |
+
2024-05-19 22:41:38,761 - INFO - Test loss : 0.5748
|
| 605 |
+
2024-05-19 22:41:38,761 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-19 22:41:51,418 - INFO - [51200/66739] Loss : 1.0518
|
| 608 |
+
2024-05-19 22:41:52,434 - INFO - [66560/66739] Loss : 1.0501
|
| 609 |
+
2024-05-19 22:41:52,671 - INFO - Test loss : 0.5758
|
| 610 |
+
2024-05-19 22:41:52,671 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-19 22:41:56,342 - INFO - [51200/66739] Loss : 1.0501
|
| 613 |
+
2024-05-19 22:41:57,411 - INFO - [66560/66739] Loss : 1.0487
|
| 614 |
+
2024-05-19 22:41:57,650 - INFO - Test loss : 0.5771
|
| 615 |
+
2024-05-19 22:41:57,718 - INFO - (4449,)
|
| 616 |
+
2024-05-19 22:41:57,738 - INFO - Split ID: 0
|
| 617 |
+
2024-05-19 22:41:57,739 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 10.5
|
| 618 |
+
2024-05-19 22:41:57,740 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 21.87
|
| 619 |
+
2024-05-19 22:41:57,740 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 30.39
|
| 620 |
+
2024-05-19 22:41:57,740 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 45.29
|
| 621 |
+
2024-05-19 22:41:57,741 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-19 22:41:57,743 - INFO - (17798,)
|
| 624 |
+
2024-05-19 22:41:57,873 - INFO - Split ID: 0
|
| 625 |
+
2024-05-19 22:41:57,873 - INFO - Top 1 (Epoch 90)acc (%): 50.15
|
| 626 |
+
2024-05-19 22:41:57,873 - INFO - Top 3 (Epoch 90)acc (%): 73.9
|
| 627 |
+
2024-05-19 22:41:57,873 - INFO - Top 5 (Epoch 90)acc (%): 82.45
|
| 628 |
+
2024-05-19 22:41:57,873 - INFO - Top 10 (Epoch 90)acc (%): 91.06
|
| 629 |
+
2024-05-19 22:42:04,292 - INFO - Split ID: 0
|
| 630 |
+
2024-05-19 22:42:04,292 - INFO - Top 1 (Epoch 90)acc (%): 51.18
|
| 631 |
+
2024-05-19 22:42:04,292 - INFO - Top 3 (Epoch 90)acc (%): 75.14
|
| 632 |
+
2024-05-19 22:42:04,292 - INFO - Top 5 (Epoch 90)acc (%): 83.73
|
| 633 |
+
2024-05-19 22:42:04,292 - INFO - Top 10 (Epoch 90)acc (%): 92.08
|
| 634 |
+
2024-05-19 22:42:04,295 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-19 22:42:08,140 - INFO - [51200/66739] Loss : 1.0452
|
| 637 |
+
2024-05-19 22:42:09,140 - INFO - [66560/66739] Loss : 1.0475
|
| 638 |
+
2024-05-19 22:42:09,376 - INFO - Test loss : 0.5769
|
| 639 |
+
2024-05-19 22:42:09,376 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-19 22:42:13,071 - INFO - [51200/66739] Loss : 1.0484
|
| 642 |
+
2024-05-19 22:42:14,074 - INFO - [66560/66739] Loss : 1.0484
|
| 643 |
+
2024-05-19 22:42:14,312 - INFO - Test loss : 0.5759
|
| 644 |
+
2024-05-19 22:42:14,312 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-19 22:42:17,951 - INFO - [51200/66739] Loss : 1.0471
|
| 647 |
+
2024-05-19 22:42:18,997 - INFO - [66560/66739] Loss : 1.0478
|
| 648 |
+
2024-05-19 22:42:19,234 - INFO - Test loss : 0.5761
|
| 649 |
+
2024-05-19 22:42:19,234 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-19 22:42:22,863 - INFO - [51200/66739] Loss : 1.0465
|
| 652 |
+
2024-05-19 22:42:23,873 - INFO - [66560/66739] Loss : 1.0478
|
| 653 |
+
2024-05-19 22:42:24,107 - INFO - Test loss : 0.5786
|
| 654 |
+
2024-05-19 22:42:24,107 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-19 22:42:27,779 - INFO - [51200/66739] Loss : 1.0484
|
| 657 |
+
2024-05-19 22:42:28,782 - INFO - [66560/66739] Loss : 1.0483
|
| 658 |
+
2024-05-19 22:42:29,020 - INFO - Test loss : 0.5781
|
| 659 |
+
2024-05-19 22:42:29,020 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-19 22:42:32,646 - INFO - [51200/66739] Loss : 1.0475
|
| 662 |
+
2024-05-19 22:42:33,692 - INFO - [66560/66739] Loss : 1.0460
|
| 663 |
+
2024-05-19 22:42:33,929 - INFO - Test loss : 0.5802
|
| 664 |
+
2024-05-19 22:42:33,929 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-19 22:42:37,516 - INFO - [51200/66739] Loss : 1.0456
|
| 667 |
+
2024-05-19 22:42:38,499 - INFO - [66560/66739] Loss : 1.0454
|
| 668 |
+
2024-05-19 22:42:38,733 - INFO - Test loss : 0.5776
|
| 669 |
+
2024-05-19 22:42:38,733 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-19 22:42:42,361 - INFO - [51200/66739] Loss : 1.0458
|
| 672 |
+
2024-05-19 22:42:43,366 - INFO - [66560/66739] Loss : 1.0455
|
| 673 |
+
2024-05-19 22:42:43,604 - INFO - Test loss : 0.5762
|
| 674 |
+
2024-05-19 22:42:43,604 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-19 22:42:47,234 - INFO - [51200/66739] Loss : 1.0442
|
| 677 |
+
2024-05-19 22:42:48,277 - INFO - [66560/66739] Loss : 1.0446
|
| 678 |
+
2024-05-19 22:42:48,515 - INFO - Test loss : 0.5784
|
| 679 |
+
2024-05-19 22:42:48,515 - INFO - Saving output model to ../models/rbf/model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.pth.tar
|
| 680 |
+
2024-05-19 22:42:48,522 - INFO - Saving output model to ../models/rbf/model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.pth.tar
|
| 681 |
+
2024-05-19 22:42:48,540 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-19 22:42:48,542 - INFO - (17798,)
|
| 684 |
+
2024-05-19 22:42:48,634 - INFO - Split ID: 0
|
| 685 |
+
2024-05-19 22:42:48,634 - INFO - Top 1 acc (%): 50.15
|
| 686 |
+
2024-05-19 22:42:48,634 - INFO - Top 3 acc (%): 73.9
|
| 687 |
+
2024-05-19 22:42:48,634 - INFO - Top 5 acc (%): 82.45
|
| 688 |
+
2024-05-19 22:42:48,634 - INFO - Top 10 acc (%): 91.06
|
| 689 |
+
2024-05-19 22:42:54,963 - INFO - Split ID: 0
|
| 690 |
+
2024-05-19 22:42:54,963 - INFO - Top 1 acc (%): 51.22
|
| 691 |
+
2024-05-19 22:42:54,964 - INFO - Top 3 acc (%): 75.24
|
| 692 |
+
2024-05-19 22:42:54,964 - INFO - Top 5 acc (%): 83.82
|
| 693 |
+
2024-05-19 22:42:54,964 - INFO - Top 10 acc (%): 92.15
|
| 694 |
+
2024-05-19 22:42:54,967 - INFO -
|
| 695 |
+
rbf
|
| 696 |
+
2024-05-19 22:42:54,967 - INFO - Model : model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.pth.tar
|
| 697 |
+
2024-05-19 22:42:55,034 - INFO - (4449,)
|
| 698 |
+
2024-05-19 22:42:55,056 - INFO - Split ID: 0
|
| 699 |
+
2024-05-19 22:42:55,057 - INFO - Top 1 LocEnc acc (%): 10.56
|
| 700 |
+
2024-05-19 22:42:55,057 - INFO - Top 3 LocEnc acc (%): 21.6
|
| 701 |
+
2024-05-19 22:42:55,058 - INFO - Top 5 LocEnc acc (%): 30.39
|
| 702 |
+
2024-05-19 22:42:55,058 - INFO - Top 10 LocEnc acc (%): 45.09
|
| 703 |
+
2024-05-27 13:23:53,732 - INFO -
|
| 704 |
+
num_classes 100
|
| 705 |
+
2024-05-27 13:23:53,767 - INFO - num train 66739
|
| 706 |
+
2024-05-27 13:23:53,767 - INFO - num val 4449
|
| 707 |
+
2024-05-27 13:23:53,767 - INFO - train loss full_loss
|
| 708 |
+
2024-05-27 13:23:53,767 - INFO - model name ../models/rbf/model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.pth.tar
|
| 709 |
+
2024-05-27 13:23:53,768 - INFO - num users 1
|
| 710 |
+
2024-05-27 13:23:54,032 - INFO -
|
| 711 |
+
Epoch 0
|
| 712 |
+
2024-05-27 13:25:12,454 - INFO - [51200/66739] Loss : 1.5041
|
| 713 |
+
2024-05-27 13:25:34,309 - INFO - [66560/66739] Loss : 1.4589
|
| 714 |
+
2024-05-27 13:25:40,846 - INFO - Test loss : 0.6495
|
| 715 |
+
2024-05-27 13:25:40,846 - INFO -
|
| 716 |
+
Epoch 1
|
| 717 |
+
2024-05-27 13:26:59,305 - INFO - [51200/66739] Loss : 1.2548
|
| 718 |
+
2024-05-27 13:27:21,073 - INFO - [66560/66739] Loss : 1.2490
|
| 719 |
+
2024-05-27 13:27:27,544 - INFO - Test loss : 0.5933
|
| 720 |
+
2024-05-27 13:27:27,544 - INFO -
|
| 721 |
+
Epoch 2
|
| 722 |
+
2024-05-27 13:28:48,263 - INFO - [51200/66739] Loss : 1.2156
|
| 723 |
+
2024-05-27 13:29:10,119 - INFO - [66560/66739] Loss : 1.2128
|
| 724 |
+
2024-05-27 13:29:16,585 - INFO - Test loss : 0.5878
|
| 725 |
+
2024-05-27 13:29:16,585 - INFO -
|
| 726 |
+
Epoch 3
|
| 727 |
+
2024-05-27 13:30:34,982 - INFO - [51200/66739] Loss : 1.1966
|
| 728 |
+
2024-05-27 13:30:56,865 - INFO - [66560/66739] Loss : 1.1940
|
| 729 |
+
2024-05-27 13:31:03,344 - INFO - Test loss : 0.5954
|
| 730 |
+
2024-05-27 13:31:03,344 - INFO -
|
| 731 |
+
Epoch 4
|
| 732 |
+
2024-05-27 13:32:20,569 - INFO - [51200/66739] Loss : 1.1837
|
| 733 |
+
2024-05-27 13:32:41,509 - INFO - [66560/66739] Loss : 1.1819
|
| 734 |
+
2024-05-27 13:32:48,045 - INFO - Test loss : 0.5841
|
| 735 |
+
2024-05-27 13:32:48,045 - INFO -
|
| 736 |
+
Epoch 5
|
| 737 |
+
2024-05-27 13:34:18,444 - INFO - [51200/66739] Loss : 1.1737
|
| 738 |
+
2024-05-27 13:34:44,639 - INFO - [66560/66739] Loss : 1.1718
|
| 739 |
+
2024-05-27 13:34:52,642 - INFO - Test loss : 0.5963
|
| 740 |
+
2024-05-27 13:34:52,642 - INFO -
|
| 741 |
+
Epoch 6
|
| 742 |
+
2024-05-27 13:36:23,042 - INFO - [51200/66739] Loss : 1.1669
|
| 743 |
+
2024-05-27 13:36:48,280 - INFO - [66560/66739] Loss : 1.1650
|
| 744 |
+
2024-05-27 13:36:55,881 - INFO - Test loss : 0.5761
|
| 745 |
+
2024-05-27 13:36:55,881 - INFO -
|
| 746 |
+
Epoch 7
|
| 747 |
+
2024-05-27 13:38:26,818 - INFO - [51200/66739] Loss : 1.1580
|
| 748 |
+
2024-05-27 13:38:51,961 - INFO - [66560/66739] Loss : 1.1589
|
| 749 |
+
2024-05-27 13:38:59,677 - INFO - Test loss : 0.5839
|
| 750 |
+
2024-05-27 13:38:59,677 - INFO -
|
| 751 |
+
Epoch 8
|
| 752 |
+
2024-05-27 13:40:30,742 - INFO - [51200/66739] Loss : 1.1548
|
| 753 |
+
2024-05-27 13:40:55,882 - INFO - [66560/66739] Loss : 1.1540
|
| 754 |
+
2024-05-27 13:41:03,503 - INFO - Test loss : 0.5816
|
| 755 |
+
2024-05-27 13:41:03,503 - INFO -
|
| 756 |
+
Epoch 9
|
| 757 |
+
2024-05-27 13:42:34,910 - INFO - [51200/66739] Loss : 1.1489
|
| 758 |
+
2024-05-27 13:42:58,044 - INFO - [66560/66739] Loss : 1.1486
|
| 759 |
+
2024-05-27 13:43:04,610 - INFO - Test loss : 0.5751
|
| 760 |
+
2024-05-27 13:43:04,611 - INFO -
|
| 761 |
+
Epoch 10
|
| 762 |
+
2024-05-27 13:44:25,106 - INFO - [51200/66739] Loss : 1.1446
|
| 763 |
+
2024-05-27 13:44:46,897 - INFO - [66560/66739] Loss : 1.1426
|
| 764 |
+
2024-05-27 13:44:53,480 - INFO - Test loss : 0.5793
|
| 765 |
+
2024-05-27 13:44:53,480 - INFO -
|
| 766 |
+
Epoch 11
|
| 767 |
+
2024-05-27 13:46:12,934 - INFO - [51200/66739] Loss : 1.1390
|
| 768 |
+
2024-05-27 13:46:34,708 - INFO - [66560/66739] Loss : 1.1398
|
| 769 |
+
2024-05-27 13:46:41,156 - INFO - Test loss : 0.5844
|
| 770 |
+
2024-05-27 13:46:41,156 - INFO -
|
| 771 |
+
Epoch 12
|
| 772 |
+
2024-05-27 13:47:59,162 - INFO - [51200/66739] Loss : 1.1347
|
| 773 |
+
2024-05-27 13:48:20,634 - INFO - [66560/66739] Loss : 1.1365
|
| 774 |
+
2024-05-27 13:48:27,284 - INFO - Test loss : 0.5769
|
| 775 |
+
2024-05-27 13:48:27,284 - INFO -
|
| 776 |
+
Epoch 13
|
| 777 |
+
2024-05-27 13:49:45,335 - INFO - [51200/66739] Loss : 1.1297
|
| 778 |
+
2024-05-27 13:50:06,976 - INFO - [66560/66739] Loss : 1.1326
|
| 779 |
+
2024-05-27 13:50:13,585 - INFO - Test loss : 0.5739
|
| 780 |
+
2024-05-27 13:50:13,585 - INFO -
|
| 781 |
+
Epoch 14
|
| 782 |
+
2024-05-27 13:51:34,622 - INFO - [51200/66739] Loss : 1.1284
|
| 783 |
+
2024-05-27 13:52:00,050 - INFO - [66560/66739] Loss : 1.1308
|
| 784 |
+
2024-05-27 13:52:07,716 - INFO - Test loss : 0.5762
|
| 785 |
+
2024-05-27 13:52:07,716 - INFO -
|
| 786 |
+
Epoch 15
|
| 787 |
+
2024-05-27 13:53:38,898 - INFO - [51200/66739] Loss : 1.1255
|
| 788 |
+
2024-05-27 13:54:04,216 - INFO - [66560/66739] Loss : 1.1266
|
| 789 |
+
2024-05-27 13:54:11,947 - INFO - Test loss : 0.5838
|
| 790 |
+
2024-05-27 13:54:11,947 - INFO -
|
| 791 |
+
Epoch 16
|
| 792 |
+
2024-05-27 13:55:43,054 - INFO - [51200/66739] Loss : 1.1232
|
| 793 |
+
2024-05-27 13:56:08,506 - INFO - [66560/66739] Loss : 1.1239
|
| 794 |
+
2024-05-27 13:56:16,225 - INFO - Test loss : 0.5765
|
| 795 |
+
2024-05-27 13:56:16,225 - INFO -
|
| 796 |
+
Epoch 17
|
| 797 |
+
2024-05-27 13:57:48,475 - INFO - [51200/66739] Loss : 1.1232
|
| 798 |
+
2024-05-27 13:58:14,105 - INFO - [66560/66739] Loss : 1.1224
|
| 799 |
+
2024-05-27 13:58:21,784 - INFO - Test loss : 0.5835
|
| 800 |
+
2024-05-27 13:58:21,784 - INFO -
|
| 801 |
+
Epoch 18
|
| 802 |
+
2024-05-27 13:59:53,674 - INFO - [51200/66739] Loss : 1.1188
|
| 803 |
+
2024-05-27 14:00:19,271 - INFO - [66560/66739] Loss : 1.1200
|
| 804 |
+
2024-05-27 14:00:26,936 - INFO - Test loss : 0.5772
|
| 805 |
+
2024-05-27 14:00:26,936 - INFO -
|
| 806 |
+
Epoch 19
|
| 807 |
+
2024-05-27 14:01:58,690 - INFO - [51200/66739] Loss : 1.1179
|
| 808 |
+
2024-05-27 14:02:24,538 - INFO - [66560/66739] Loss : 1.1180
|
| 809 |
+
2024-05-27 14:02:32,307 - INFO - Test loss : 0.5838
|
| 810 |
+
2024-05-27 14:02:32,307 - INFO -
|
| 811 |
+
Epoch 20
|
| 812 |
+
2024-05-27 14:04:04,876 - INFO - [51200/66739] Loss : 1.1145
|
| 813 |
+
2024-05-27 14:04:30,392 - INFO - [66560/66739] Loss : 1.1148
|
| 814 |
+
2024-05-27 14:04:38,090 - INFO - Test loss : 0.5834
|
| 815 |
+
2024-05-27 14:04:38,090 - INFO -
|
| 816 |
+
Epoch 21
|
| 817 |
+
2024-05-27 14:06:10,206 - INFO - [51200/66739] Loss : 1.1151
|
| 818 |
+
2024-05-27 14:06:36,295 - INFO - [66560/66739] Loss : 1.1140
|
| 819 |
+
2024-05-27 14:06:44,019 - INFO - Test loss : 0.5834
|
| 820 |
+
2024-05-27 14:06:44,019 - INFO -
|
| 821 |
+
Epoch 22
|
| 822 |
+
2024-05-27 14:08:15,953 - INFO - [51200/66739] Loss : 1.1131
|
| 823 |
+
2024-05-27 14:08:41,534 - INFO - [66560/66739] Loss : 1.1118
|
| 824 |
+
2024-05-27 14:08:49,332 - INFO - Test loss : 0.5859
|
| 825 |
+
2024-05-27 14:08:49,332 - INFO -
|
| 826 |
+
Epoch 23
|
| 827 |
+
2024-05-27 14:10:21,407 - INFO - [51200/66739] Loss : 1.1088
|
| 828 |
+
2024-05-27 14:10:46,889 - INFO - [66560/66739] Loss : 1.1091
|
| 829 |
+
2024-05-27 14:10:54,661 - INFO - Test loss : 0.5798
|
| 830 |
+
2024-05-27 14:10:54,662 - INFO -
|
| 831 |
+
Epoch 24
|
| 832 |
+
2024-05-27 14:12:26,294 - INFO - [51200/66739] Loss : 1.1037
|
| 833 |
+
2024-05-27 14:12:52,140 - INFO - [66560/66739] Loss : 1.1066
|
| 834 |
+
2024-05-27 14:12:59,883 - INFO - Test loss : 0.5853
|
| 835 |
+
2024-05-27 14:12:59,883 - INFO -
|
| 836 |
+
Epoch 25
|
| 837 |
+
2024-05-27 14:14:20,920 - INFO - [51200/66739] Loss : 1.1056
|
| 838 |
+
2024-05-27 14:14:43,001 - INFO - [66560/66739] Loss : 1.1061
|
| 839 |
+
2024-05-27 14:14:49,657 - INFO - Test loss : 0.5849
|
| 840 |
+
2024-05-27 14:14:49,657 - INFO -
|
| 841 |
+
Epoch 26
|
| 842 |
+
2024-05-27 14:16:08,503 - INFO - [51200/66739] Loss : 1.1027
|
| 843 |
+
2024-05-27 14:16:30,482 - INFO - [66560/66739] Loss : 1.1045
|
| 844 |
+
2024-05-27 14:16:37,157 - INFO - Test loss : 0.5833
|
| 845 |
+
2024-05-27 14:16:37,157 - INFO -
|
| 846 |
+
Epoch 27
|
| 847 |
+
2024-05-27 14:17:56,350 - INFO - [51200/66739] Loss : 1.1069
|
| 848 |
+
2024-05-27 14:18:18,389 - INFO - [66560/66739] Loss : 1.1064
|
| 849 |
+
2024-05-27 14:18:24,991 - INFO - Test loss : 0.5907
|
| 850 |
+
2024-05-27 14:18:24,991 - INFO -
|
| 851 |
+
Epoch 28
|
| 852 |
+
2024-05-27 14:19:44,134 - INFO - [51200/66739] Loss : 1.1013
|
| 853 |
+
2024-05-27 14:20:06,798 - INFO - [66560/66739] Loss : 1.1012
|
| 854 |
+
2024-05-27 14:20:13,659 - INFO - Test loss : 0.5826
|
| 855 |
+
2024-05-27 14:20:13,659 - INFO -
|
| 856 |
+
Epoch 29
|
| 857 |
+
2024-05-27 14:21:32,130 - INFO - [51200/66739] Loss : 1.1002
|
| 858 |
+
2024-05-27 14:21:53,932 - INFO - [66560/66739] Loss : 1.1006
|
| 859 |
+
2024-05-27 14:22:00,705 - INFO - Test loss : 0.5834
|
| 860 |
+
2024-05-27 14:22:00,705 - INFO -
|
| 861 |
+
Epoch 30
|
| 862 |
+
2024-05-27 14:23:19,544 - INFO - [51200/66739] Loss : 1.1015
|
| 863 |
+
2024-05-27 14:23:41,458 - INFO - [66560/66739] Loss : 1.1022
|
| 864 |
+
2024-05-27 14:23:48,034 - INFO - Test loss : 0.5858
|
| 865 |
+
2024-05-27 14:23:48,035 - INFO -
|
| 866 |
+
Epoch 31
|
| 867 |
+
2024-05-27 14:25:19,732 - INFO - [51200/66739] Loss : 1.0997
|
| 868 |
+
2024-05-27 14:25:45,223 - INFO - [66560/66739] Loss : 1.0994
|
| 869 |
+
2024-05-27 14:25:52,899 - INFO - Test loss : 0.5869
|
| 870 |
+
2024-05-27 14:25:52,899 - INFO -
|
| 871 |
+
Epoch 32
|
| 872 |
+
2024-05-27 14:27:24,089 - INFO - [51200/66739] Loss : 1.0972
|
| 873 |
+
2024-05-27 14:27:49,680 - INFO - [66560/66739] Loss : 1.0979
|
| 874 |
+
2024-05-27 14:27:57,504 - INFO - Test loss : 0.5881
|
| 875 |
+
2024-05-27 14:27:57,504 - INFO -
|
| 876 |
+
Epoch 33
|
| 877 |
+
2024-05-27 14:29:29,174 - INFO - [51200/66739] Loss : 1.0976
|
| 878 |
+
2024-05-27 14:29:54,576 - INFO - [66560/66739] Loss : 1.0983
|
| 879 |
+
2024-05-27 14:30:02,374 - INFO - Test loss : 0.5798
|
| 880 |
+
2024-05-27 14:30:02,374 - INFO -
|
| 881 |
+
Epoch 34
|
| 882 |
+
2024-05-27 14:31:33,803 - INFO - [51200/66739] Loss : 1.0948
|
| 883 |
+
2024-05-27 14:31:59,308 - INFO - [66560/66739] Loss : 1.0955
|
| 884 |
+
2024-05-27 14:32:06,986 - INFO - Test loss : 0.5804
|
| 885 |
+
2024-05-27 14:32:06,986 - INFO -
|
| 886 |
+
Epoch 35
|
| 887 |
+
2024-05-27 14:33:38,497 - INFO - [51200/66739] Loss : 1.0964
|
| 888 |
+
2024-05-27 14:34:03,849 - INFO - [66560/66739] Loss : 1.0957
|
| 889 |
+
2024-05-27 14:34:11,566 - INFO - Test loss : 0.5846
|
| 890 |
+
2024-05-27 14:34:11,566 - INFO -
|
| 891 |
+
Epoch 36
|
| 892 |
+
2024-05-27 14:35:43,533 - INFO - [51200/66739] Loss : 1.0900
|
| 893 |
+
2024-05-27 14:36:09,538 - INFO - [66560/66739] Loss : 1.0922
|
| 894 |
+
2024-05-27 14:36:17,392 - INFO - Test loss : 0.5773
|
| 895 |
+
2024-05-27 14:36:17,392 - INFO -
|
| 896 |
+
Epoch 37
|
| 897 |
+
2024-05-27 14:37:49,314 - INFO - [51200/66739] Loss : 1.0955
|
| 898 |
+
2024-05-27 14:38:15,045 - INFO - [66560/66739] Loss : 1.0938
|
| 899 |
+
2024-05-27 14:38:22,805 - INFO - Test loss : 0.5847
|
| 900 |
+
2024-05-27 14:38:22,805 - INFO -
|
| 901 |
+
Epoch 38
|
| 902 |
+
2024-05-27 14:39:54,326 - INFO - [51200/66739] Loss : 1.0933
|
| 903 |
+
2024-05-27 14:40:19,818 - INFO - [66560/66739] Loss : 1.0924
|
| 904 |
+
2024-05-27 14:40:27,599 - INFO - Test loss : 0.5854
|
| 905 |
+
2024-05-27 14:40:27,599 - INFO -
|
| 906 |
+
Epoch 39
|
| 907 |
+
2024-05-27 14:41:59,044 - INFO - [51200/66739] Loss : 1.0908
|
| 908 |
+
2024-05-27 14:42:24,563 - INFO - [66560/66739] Loss : 1.0903
|
| 909 |
+
2024-05-27 14:42:32,391 - INFO - Test loss : 0.5920
|
| 910 |
+
2024-05-27 14:42:32,391 - INFO -
|
| 911 |
+
Epoch 40
|
| 912 |
+
2024-05-27 14:44:03,551 - INFO - [51200/66739] Loss : 1.0899
|
| 913 |
+
2024-05-27 14:44:28,940 - INFO - [66560/66739] Loss : 1.0897
|
| 914 |
+
2024-05-27 14:44:36,614 - INFO - Test loss : 0.5845
|
| 915 |
+
2024-05-27 14:44:36,614 - INFO -
|
| 916 |
+
Epoch 41
|
| 917 |
+
2024-05-27 14:46:07,717 - INFO - [51200/66739] Loss : 1.0876
|
| 918 |
+
2024-05-27 14:46:33,180 - INFO - [66560/66739] Loss : 1.0892
|
| 919 |
+
2024-05-27 14:46:40,864 - INFO - Test loss : 0.5891
|
| 920 |
+
2024-05-27 14:46:40,864 - INFO -
|
| 921 |
+
Epoch 42
|
| 922 |
+
2024-05-27 14:48:12,177 - INFO - [51200/66739] Loss : 1.0864
|
| 923 |
+
2024-05-27 14:48:37,568 - INFO - [66560/66739] Loss : 1.0870
|
| 924 |
+
2024-05-27 14:48:45,263 - INFO - Test loss : 0.5800
|
| 925 |
+
2024-05-27 14:48:45,263 - INFO -
|
| 926 |
+
Epoch 43
|
| 927 |
+
2024-05-27 14:50:16,487 - INFO - [51200/66739] Loss : 1.0870
|
| 928 |
+
2024-05-27 14:50:41,863 - INFO - [66560/66739] Loss : 1.0880
|
| 929 |
+
2024-05-27 14:50:49,580 - INFO - Test loss : 0.5859
|
| 930 |
+
2024-05-27 14:50:49,580 - INFO -
|
| 931 |
+
Epoch 44
|
| 932 |
+
2024-05-27 14:52:16,413 - INFO - [51200/66739] Loss : 1.0863
|
| 933 |
+
2024-05-27 14:52:37,406 - INFO - [66560/66739] Loss : 1.0863
|
| 934 |
+
2024-05-27 14:52:43,596 - INFO - Test loss : 0.5857
|
| 935 |
+
2024-05-27 14:52:43,596 - INFO -
|
| 936 |
+
Epoch 45
|
| 937 |
+
2024-05-27 14:54:08,788 - INFO - [51200/66739] Loss : 1.0827
|
| 938 |
+
2024-05-27 14:54:34,668 - INFO - [66560/66739] Loss : 1.0838
|
| 939 |
+
2024-05-27 14:54:42,580 - INFO - Test loss : 0.5872
|
| 940 |
+
2024-05-27 14:54:42,581 - INFO -
|
| 941 |
+
Epoch 46
|
| 942 |
+
2024-05-27 14:56:16,285 - INFO - [51200/66739] Loss : 1.0817
|
| 943 |
+
2024-05-27 14:56:42,137 - INFO - [66560/66739] Loss : 1.0822
|
| 944 |
+
2024-05-27 14:56:49,992 - INFO - Test loss : 0.5845
|
| 945 |
+
2024-05-27 14:56:49,992 - INFO -
|
| 946 |
+
Epoch 47
|
| 947 |
+
2024-05-27 14:58:21,490 - INFO - [51200/66739] Loss : 1.0807
|
| 948 |
+
2024-05-27 14:58:46,800 - INFO - [66560/66739] Loss : 1.0819
|
| 949 |
+
2024-05-27 14:58:54,483 - INFO - Test loss : 0.5778
|
| 950 |
+
2024-05-27 14:58:54,483 - INFO -
|
| 951 |
+
Epoch 48
|
| 952 |
+
2024-05-27 15:00:27,442 - INFO - [51200/66739] Loss : 1.0815
|
| 953 |
+
2024-05-27 15:00:52,972 - INFO - [66560/66739] Loss : 1.0813
|
| 954 |
+
2024-05-27 15:01:00,681 - INFO - Test loss : 0.5853
|
| 955 |
+
2024-05-27 15:01:00,682 - INFO -
|
| 956 |
+
Epoch 49
|
| 957 |
+
2024-05-27 15:02:22,231 - INFO - [51200/66739] Loss : 1.0802
|
| 958 |
+
2024-05-27 15:02:44,122 - INFO - [66560/66739] Loss : 1.0808
|
| 959 |
+
2024-05-27 15:02:50,759 - INFO - Test loss : 0.5866
|
| 960 |
+
2024-05-27 15:02:50,759 - INFO -
|
| 961 |
+
Epoch 50
|
| 962 |
+
2024-05-27 15:04:09,404 - INFO - [51200/66739] Loss : 1.0792
|
| 963 |
+
2024-05-27 15:04:31,212 - INFO - [66560/66739] Loss : 1.0797
|
| 964 |
+
2024-05-27 15:04:37,872 - INFO - Test loss : 0.5895
|
| 965 |
+
2024-05-27 15:04:37,872 - INFO -
|
| 966 |
+
Epoch 51
|
| 967 |
+
2024-05-27 15:05:57,226 - INFO - [51200/66739] Loss : 1.0825
|
| 968 |
+
2024-05-27 15:06:18,592 - INFO - [66560/66739] Loss : 1.0817
|
| 969 |
+
2024-05-27 15:06:25,097 - INFO - Test loss : 0.5867
|
| 970 |
+
2024-05-27 15:06:25,097 - INFO -
|
| 971 |
+
Epoch 52
|
| 972 |
+
2024-05-27 15:07:43,107 - INFO - [51200/66739] Loss : 1.0782
|
| 973 |
+
2024-05-27 15:08:04,869 - INFO - [66560/66739] Loss : 1.0796
|
| 974 |
+
2024-05-27 15:08:11,436 - INFO - Test loss : 0.5861
|
| 975 |
+
2024-05-27 15:08:11,436 - INFO -
|
| 976 |
+
Epoch 53
|
| 977 |
+
2024-05-27 15:09:29,498 - INFO - [51200/66739] Loss : 1.0801
|
| 978 |
+
2024-05-27 15:09:51,185 - INFO - [66560/66739] Loss : 1.0787
|
| 979 |
+
2024-05-27 15:09:57,790 - INFO - Test loss : 0.5887
|
| 980 |
+
2024-05-27 15:09:57,790 - INFO -
|
| 981 |
+
Epoch 54
|
| 982 |
+
2024-05-27 15:11:16,051 - INFO - [51200/66739] Loss : 1.0771
|
| 983 |
+
2024-05-27 15:11:37,826 - INFO - [66560/66739] Loss : 1.0772
|
| 984 |
+
2024-05-27 15:11:44,418 - INFO - Test loss : 0.5887
|
| 985 |
+
2024-05-27 15:11:44,418 - INFO -
|
| 986 |
+
Epoch 55
|
| 987 |
+
2024-05-27 15:13:03,528 - INFO - [51200/66739] Loss : 1.0763
|
| 988 |
+
2024-05-27 15:13:25,401 - INFO - [66560/66739] Loss : 1.0763
|
| 989 |
+
2024-05-27 15:13:32,348 - INFO - Test loss : 0.5837
|
| 990 |
+
2024-05-27 15:13:32,348 - INFO -
|
| 991 |
+
Epoch 56
|
| 992 |
+
2024-05-27 15:14:52,095 - INFO - [51200/66739] Loss : 1.0765
|
| 993 |
+
2024-05-27 15:15:13,869 - INFO - [66560/66739] Loss : 1.0772
|
| 994 |
+
2024-05-27 15:15:20,345 - INFO - Test loss : 0.5918
|
| 995 |
+
2024-05-27 15:15:20,345 - INFO -
|
| 996 |
+
Epoch 57
|
| 997 |
+
2024-05-27 15:16:38,427 - INFO - [51200/66739] Loss : 1.0717
|
| 998 |
+
2024-05-27 15:17:00,158 - INFO - [66560/66739] Loss : 1.0737
|
| 999 |
+
2024-05-27 15:17:06,689 - INFO - Test loss : 0.5858
|
| 1000 |
+
2024-05-27 15:17:06,689 - INFO -
|
| 1001 |
+
Epoch 58
|
| 1002 |
+
2024-05-27 15:18:24,679 - INFO - [51200/66739] Loss : 1.0741
|
| 1003 |
+
2024-05-27 15:18:46,375 - INFO - [66560/66739] Loss : 1.0746
|
| 1004 |
+
2024-05-27 15:18:52,923 - INFO - Test loss : 0.5868
|
| 1005 |
+
2024-05-27 15:18:52,923 - INFO -
|
| 1006 |
+
Epoch 59
|
| 1007 |
+
2024-05-27 15:20:17,201 - INFO - [51200/66739] Loss : 1.0725
|
| 1008 |
+
2024-05-27 15:20:43,246 - INFO - [66560/66739] Loss : 1.0728
|
| 1009 |
+
2024-05-27 15:20:51,317 - INFO - Test loss : 0.5928
|
| 1010 |
+
2024-05-27 15:20:51,317 - INFO -
|
| 1011 |
+
Epoch 60
|
| 1012 |
+
2024-05-27 15:22:23,794 - INFO - [51200/66739] Loss : 1.0712
|
| 1013 |
+
2024-05-27 15:22:49,145 - INFO - [66560/66739] Loss : 1.0724
|
| 1014 |
+
2024-05-27 15:22:56,720 - INFO - Test loss : 0.5920
|
| 1015 |
+
2024-05-27 15:22:56,720 - INFO -
|
| 1016 |
+
Epoch 61
|
| 1017 |
+
2024-05-27 15:24:27,726 - INFO - [51200/66739] Loss : 1.0711
|
| 1018 |
+
2024-05-27 15:24:52,869 - INFO - [66560/66739] Loss : 1.0731
|
| 1019 |
+
2024-05-27 15:25:00,555 - INFO - Test loss : 0.5841
|
| 1020 |
+
2024-05-27 15:25:00,555 - INFO -
|
| 1021 |
+
Epoch 62
|
| 1022 |
+
2024-05-27 15:26:31,520 - INFO - [51200/66739] Loss : 1.0701
|
| 1023 |
+
2024-05-27 15:26:56,827 - INFO - [66560/66739] Loss : 1.0712
|
| 1024 |
+
2024-05-27 15:27:04,419 - INFO - Test loss : 0.5884
|
| 1025 |
+
2024-05-27 15:27:04,420 - INFO -
|
| 1026 |
+
Epoch 63
|
| 1027 |
+
2024-05-27 15:28:37,667 - INFO - [51200/66739] Loss : 1.0718
|
| 1028 |
+
2024-05-27 15:29:02,258 - INFO - [66560/66739] Loss : 1.0721
|
| 1029 |
+
2024-05-27 15:29:09,763 - INFO - Test loss : 0.5909
|
| 1030 |
+
2024-05-27 15:29:09,763 - INFO -
|
| 1031 |
+
Epoch 64
|
| 1032 |
+
2024-05-27 15:30:42,654 - INFO - [51200/66739] Loss : 1.0690
|
| 1033 |
+
2024-05-27 15:31:08,179 - INFO - [66560/66739] Loss : 1.0709
|
| 1034 |
+
2024-05-27 15:31:16,016 - INFO - Test loss : 0.5901
|
| 1035 |
+
2024-05-27 15:31:16,016 - INFO -
|
| 1036 |
+
Epoch 65
|
| 1037 |
+
2024-05-27 15:32:47,831 - INFO - [51200/66739] Loss : 1.0719
|
| 1038 |
+
2024-05-27 15:33:13,668 - INFO - [66560/66739] Loss : 1.0707
|
| 1039 |
+
2024-05-27 15:33:21,445 - INFO - Test loss : 0.5926
|
| 1040 |
+
2024-05-27 15:33:21,445 - INFO -
|
| 1041 |
+
Epoch 66
|
| 1042 |
+
2024-05-27 15:34:54,466 - INFO - [51200/66739] Loss : 1.0684
|
| 1043 |
+
2024-05-27 15:35:19,726 - INFO - [66560/66739] Loss : 1.0687
|
| 1044 |
+
2024-05-27 15:35:27,357 - INFO - Test loss : 0.5870
|
| 1045 |
+
2024-05-27 15:35:27,357 - INFO -
|
| 1046 |
+
Epoch 67
|
| 1047 |
+
2024-05-27 15:36:57,921 - INFO - [51200/66739] Loss : 1.0677
|
| 1048 |
+
2024-05-27 15:37:23,915 - INFO - [66560/66739] Loss : 1.0675
|
| 1049 |
+
2024-05-27 15:37:31,664 - INFO - Test loss : 0.5923
|
| 1050 |
+
2024-05-27 15:37:31,664 - INFO -
|
| 1051 |
+
Epoch 68
|
| 1052 |
+
2024-05-27 15:39:03,572 - INFO - [51200/66739] Loss : 1.0650
|
| 1053 |
+
2024-05-27 15:39:29,153 - INFO - [66560/66739] Loss : 1.0665
|
| 1054 |
+
2024-05-27 15:39:36,964 - INFO - Test loss : 0.5877
|
| 1055 |
+
2024-05-27 15:39:36,964 - INFO -
|
| 1056 |
+
Epoch 69
|
| 1057 |
+
2024-05-27 15:41:08,856 - INFO - [51200/66739] Loss : 1.0668
|
| 1058 |
+
2024-05-27 15:41:34,283 - INFO - [66560/66739] Loss : 1.0685
|
| 1059 |
+
2024-05-27 15:41:42,046 - INFO - Test loss : 0.5860
|
| 1060 |
+
2024-05-27 15:41:42,046 - INFO -
|
| 1061 |
+
Epoch 70
|
| 1062 |
+
2024-05-27 15:43:14,019 - INFO - [51200/66739] Loss : 1.0654
|
| 1063 |
+
2024-05-27 15:43:39,487 - INFO - [66560/66739] Loss : 1.0669
|
| 1064 |
+
2024-05-27 15:43:47,154 - INFO - Test loss : 0.5842
|
| 1065 |
+
2024-05-27 15:43:47,155 - INFO -
|
| 1066 |
+
Epoch 71
|
| 1067 |
+
2024-05-27 15:45:19,759 - INFO - [51200/66739] Loss : 1.0667
|
| 1068 |
+
2024-05-27 15:45:45,180 - INFO - [66560/66739] Loss : 1.0667
|
| 1069 |
+
2024-05-27 15:45:52,992 - INFO - Test loss : 0.5879
|
| 1070 |
+
2024-05-27 15:45:52,992 - INFO -
|
| 1071 |
+
Epoch 72
|
| 1072 |
+
2024-05-27 15:47:24,909 - INFO - [51200/66739] Loss : 1.0659
|
| 1073 |
+
2024-05-27 15:47:48,515 - INFO - [66560/66739] Loss : 1.0658
|
| 1074 |
+
2024-05-27 15:47:56,223 - INFO - Test loss : 0.5907
|
| 1075 |
+
2024-05-27 15:47:56,223 - INFO -
|
| 1076 |
+
Epoch 73
|
| 1077 |
+
2024-05-27 15:49:28,017 - INFO - [51200/66739] Loss : 1.0633
|
| 1078 |
+
2024-05-27 15:49:53,562 - INFO - [66560/66739] Loss : 1.0654
|
| 1079 |
+
2024-05-27 15:50:01,324 - INFO - Test loss : 0.5885
|
| 1080 |
+
2024-05-27 15:50:01,324 - INFO -
|
| 1081 |
+
Epoch 74
|
| 1082 |
+
2024-05-27 15:51:33,218 - INFO - [51200/66739] Loss : 1.0643
|
| 1083 |
+
2024-05-27 15:51:59,289 - INFO - [66560/66739] Loss : 1.0645
|
| 1084 |
+
2024-05-27 15:52:07,082 - INFO - Test loss : 0.5906
|
| 1085 |
+
2024-05-27 15:52:07,082 - INFO -
|
| 1086 |
+
Epoch 75
|
| 1087 |
+
2024-05-27 15:53:38,076 - INFO - [51200/66739] Loss : 1.0629
|
| 1088 |
+
2024-05-27 15:54:03,630 - INFO - [66560/66739] Loss : 1.0645
|
| 1089 |
+
2024-05-27 15:54:11,305 - INFO - Test loss : 0.5870
|
| 1090 |
+
2024-05-27 15:54:11,305 - INFO -
|
| 1091 |
+
Epoch 76
|
| 1092 |
+
2024-05-27 15:55:42,962 - INFO - [51200/66739] Loss : 1.0643
|
| 1093 |
+
2024-05-27 15:56:08,434 - INFO - [66560/66739] Loss : 1.0651
|
| 1094 |
+
2024-05-27 15:56:16,164 - INFO - Test loss : 0.5932
|
| 1095 |
+
2024-05-27 15:56:16,164 - INFO -
|
| 1096 |
+
Epoch 77
|
| 1097 |
+
2024-05-27 15:57:46,110 - INFO - [51200/66739] Loss : 1.0648
|
| 1098 |
+
2024-05-27 15:58:08,011 - INFO - [66560/66739] Loss : 1.0633
|
| 1099 |
+
2024-05-27 15:58:14,706 - INFO - Test loss : 0.5913
|
| 1100 |
+
2024-05-27 15:58:14,706 - INFO -
|
| 1101 |
+
Epoch 78
|
| 1102 |
+
2024-05-27 15:59:33,498 - INFO - [51200/66739] Loss : 1.0643
|
| 1103 |
+
2024-05-27 15:59:56,069 - INFO - [66560/66739] Loss : 1.0638
|
| 1104 |
+
2024-05-27 16:00:02,775 - INFO - Test loss : 0.5916
|
| 1105 |
+
2024-05-27 16:00:02,775 - INFO -
|
| 1106 |
+
Epoch 79
|
| 1107 |
+
2024-05-27 16:01:22,190 - INFO - [51200/66739] Loss : 1.0602
|
| 1108 |
+
2024-05-27 16:01:44,165 - INFO - [66560/66739] Loss : 1.0623
|
| 1109 |
+
2024-05-27 16:01:50,740 - INFO - Test loss : 0.5898
|
| 1110 |
+
2024-05-27 16:01:50,740 - INFO -
|
| 1111 |
+
Epoch 80
|
| 1112 |
+
2024-05-27 16:03:09,403 - INFO - [51200/66739] Loss : 1.0611
|
| 1113 |
+
2024-05-27 16:03:31,863 - INFO - [66560/66739] Loss : 1.0620
|
| 1114 |
+
2024-05-27 16:03:38,550 - INFO - Test loss : 0.5906
|
| 1115 |
+
2024-05-27 16:03:38,550 - INFO -
|
| 1116 |
+
Epoch 81
|
| 1117 |
+
2024-05-27 16:04:53,501 - INFO - [51200/66739] Loss : 1.0621
|
| 1118 |
+
2024-05-27 16:05:11,699 - INFO - [66560/66739] Loss : 1.0622
|
| 1119 |
+
2024-05-27 16:05:17,316 - INFO - Test loss : 0.5904
|
| 1120 |
+
2024-05-27 16:05:17,316 - INFO -
|
| 1121 |
+
Epoch 82
|
| 1122 |
+
2024-05-27 16:06:24,642 - INFO - [51200/66739] Loss : 1.0633
|
| 1123 |
+
2024-05-27 16:06:43,397 - INFO - [66560/66739] Loss : 1.0614
|
| 1124 |
+
2024-05-27 16:06:48,844 - INFO - Test loss : 0.5910
|
| 1125 |
+
2024-05-27 16:06:48,844 - INFO -
|
| 1126 |
+
Epoch 83
|
| 1127 |
+
2024-05-27 16:07:54,996 - INFO - [51200/66739] Loss : 1.0597
|
| 1128 |
+
2024-05-27 16:08:13,309 - INFO - [66560/66739] Loss : 1.0607
|
| 1129 |
+
2024-05-27 16:08:18,877 - INFO - Test loss : 0.5902
|
| 1130 |
+
2024-05-27 16:08:18,877 - INFO -
|
| 1131 |
+
Epoch 84
|
| 1132 |
+
2024-05-27 16:09:24,804 - INFO - [51200/66739] Loss : 1.0582
|
| 1133 |
+
2024-05-27 16:09:43,238 - INFO - [66560/66739] Loss : 1.0598
|
| 1134 |
+
2024-05-27 16:09:48,730 - INFO - Test loss : 0.5902
|
| 1135 |
+
2024-05-27 16:09:48,731 - INFO -
|
| 1136 |
+
Epoch 85
|
| 1137 |
+
2024-05-27 16:10:54,988 - INFO - [51200/66739] Loss : 1.0591
|
| 1138 |
+
2024-05-27 16:11:13,291 - INFO - [66560/66739] Loss : 1.0591
|
| 1139 |
+
2024-05-27 16:11:19,053 - INFO - Test loss : 0.5917
|
| 1140 |
+
2024-05-27 16:11:19,053 - INFO -
|
| 1141 |
+
Epoch 86
|
| 1142 |
+
2024-05-27 16:12:24,415 - INFO - [51200/66739] Loss : 1.0594
|
| 1143 |
+
2024-05-27 16:12:42,578 - INFO - [66560/66739] Loss : 1.0603
|
| 1144 |
+
2024-05-27 16:12:48,175 - INFO - Test loss : 0.5883
|
| 1145 |
+
2024-05-27 16:12:48,176 - INFO -
|
| 1146 |
+
Epoch 87
|
| 1147 |
+
2024-05-27 16:13:53,988 - INFO - [51200/66739] Loss : 1.0578
|
| 1148 |
+
2024-05-27 16:14:12,125 - INFO - [66560/66739] Loss : 1.0597
|
| 1149 |
+
2024-05-27 16:14:17,616 - INFO - Test loss : 0.5888
|
| 1150 |
+
2024-05-27 16:14:17,616 - INFO -
|
| 1151 |
+
Epoch 88
|
| 1152 |
+
2024-05-27 16:15:23,445 - INFO - [51200/66739] Loss : 1.0573
|
| 1153 |
+
2024-05-27 16:15:41,818 - INFO - [66560/66739] Loss : 1.0581
|
| 1154 |
+
2024-05-27 16:15:47,272 - INFO - Test loss : 0.5971
|
| 1155 |
+
2024-05-27 16:15:47,272 - INFO -
|
| 1156 |
+
Epoch 89
|
| 1157 |
+
2024-05-27 16:16:52,986 - INFO - [51200/66739] Loss : 1.0578
|
| 1158 |
+
2024-05-27 16:17:11,307 - INFO - [66560/66739] Loss : 1.0590
|
| 1159 |
+
2024-05-27 16:17:16,900 - INFO - Test loss : 0.5931
|
| 1160 |
+
2024-05-27 16:17:16,900 - INFO -
|
| 1161 |
+
Epoch 90
|
| 1162 |
+
2024-05-27 16:18:23,690 - INFO - [51200/66739] Loss : 1.0582
|
| 1163 |
+
2024-05-27 16:18:42,367 - INFO - [66560/66739] Loss : 1.0570
|
| 1164 |
+
2024-05-27 16:18:47,965 - INFO - Test loss : 0.5926
|
| 1165 |
+
2024-05-27 16:18:47,965 - INFO -
|
| 1166 |
+
Epoch 91
|
| 1167 |
+
2024-05-27 16:19:54,421 - INFO - [51200/66739] Loss : 1.0555
|
| 1168 |
+
2024-05-27 16:20:12,671 - INFO - [66560/66739] Loss : 1.0562
|
| 1169 |
+
2024-05-27 16:20:18,295 - INFO - Test loss : 0.5916
|
| 1170 |
+
2024-05-27 16:20:18,296 - INFO -
|
| 1171 |
+
Epoch 92
|
| 1172 |
+
2024-05-27 16:21:24,081 - INFO - [51200/66739] Loss : 1.0551
|
| 1173 |
+
2024-05-27 16:21:42,283 - INFO - [66560/66739] Loss : 1.0557
|
| 1174 |
+
2024-05-27 16:21:47,746 - INFO - Test loss : 0.5954
|
| 1175 |
+
2024-05-27 16:21:47,747 - INFO -
|
| 1176 |
+
Epoch 93
|
| 1177 |
+
2024-05-27 16:22:53,807 - INFO - [51200/66739] Loss : 1.0554
|
| 1178 |
+
2024-05-27 16:23:15,941 - INFO - [66560/66739] Loss : 1.0566
|
| 1179 |
+
2024-05-27 16:23:22,785 - INFO - Test loss : 0.5942
|
| 1180 |
+
2024-05-27 16:23:22,785 - INFO -
|
| 1181 |
+
Epoch 94
|
| 1182 |
+
2024-05-27 16:24:42,651 - INFO - [51200/66739] Loss : 1.0553
|
| 1183 |
+
2024-05-27 16:25:04,550 - INFO - [66560/66739] Loss : 1.0576
|
| 1184 |
+
2024-05-27 16:25:11,180 - INFO - Test loss : 0.5907
|
| 1185 |
+
2024-05-27 16:25:11,180 - INFO -
|
| 1186 |
+
Epoch 95
|
| 1187 |
+
2024-05-27 16:26:30,104 - INFO - [51200/66739] Loss : 1.0562
|
| 1188 |
+
2024-05-27 16:26:51,925 - INFO - [66560/66739] Loss : 1.0573
|
| 1189 |
+
2024-05-27 16:26:58,477 - INFO - Test loss : 0.5908
|
| 1190 |
+
2024-05-27 16:26:58,478 - INFO -
|
| 1191 |
+
Epoch 96
|
| 1192 |
+
2024-05-27 16:28:16,967 - INFO - [51200/66739] Loss : 1.0574
|
| 1193 |
+
2024-05-27 16:28:38,929 - INFO - [66560/66739] Loss : 1.0567
|
| 1194 |
+
2024-05-27 16:28:45,483 - INFO - Test loss : 0.5896
|
| 1195 |
+
2024-05-27 16:28:45,483 - INFO -
|
| 1196 |
+
Epoch 97
|
| 1197 |
+
2024-05-27 16:29:53,432 - INFO - [51200/66739] Loss : 1.0541
|
| 1198 |
+
2024-05-27 16:30:10,234 - INFO - [66560/66739] Loss : 1.0563
|
| 1199 |
+
2024-05-27 16:30:14,256 - INFO - Test loss : 0.5897
|
| 1200 |
+
2024-05-27 16:30:14,257 - INFO -
|
| 1201 |
+
Epoch 98
|
| 1202 |
+
2024-05-27 16:31:20,141 - INFO - [51200/66739] Loss : 1.0566
|
| 1203 |
+
2024-05-27 16:31:42,483 - INFO - [66560/66739] Loss : 1.0555
|
| 1204 |
+
2024-05-27 16:31:49,173 - INFO - Test loss : 0.5931
|
| 1205 |
+
2024-05-27 16:31:49,174 - INFO -
|
| 1206 |
+
Epoch 99
|
| 1207 |
+
2024-05-27 16:33:09,494 - INFO - [51200/66739] Loss : 1.0544
|
| 1208 |
+
2024-05-27 16:33:31,616 - INFO - [66560/66739] Loss : 1.0544
|
| 1209 |
+
2024-05-27 16:33:38,380 - INFO - Test loss : 0.5917
|
| 1210 |
+
2024-05-27 16:33:38,380 - INFO - Saving output model to ../models/rbf/model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.pth.tar
|
| 1211 |
+
2024-05-27 16:33:38,471 - INFO - Saving output model to ../models/rbf/model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.pth.tar
|
| 1212 |
+
2024-05-27 16:33:38,490 - INFO -
|
| 1213 |
+
No prior
|
| 1214 |
+
2024-05-27 16:33:38,494 - INFO - (17798,)
|
| 1215 |
+
2024-05-27 16:33:38,614 - INFO - Split ID: 0
|
| 1216 |
+
2024-05-27 16:33:38,614 - INFO - Top 1 acc (%): 50.15
|
| 1217 |
+
2024-05-27 16:33:38,614 - INFO - Top 3 acc (%): 73.9
|
| 1218 |
+
2024-05-27 16:33:38,614 - INFO - Top 5 acc (%): 82.45
|
| 1219 |
+
2024-05-27 16:33:38,615 - INFO - Top 10 acc (%): 91.06
|
| 1220 |
+
2024-05-27 16:34:13,756 - INFO - Split ID: 0
|
| 1221 |
+
2024-05-27 16:34:13,756 - INFO - Top 1 acc (%): 51.21
|
| 1222 |
+
2024-05-27 16:34:13,756 - INFO - Top 3 acc (%): 75.3
|
| 1223 |
+
2024-05-27 16:34:13,756 - INFO - Top 5 acc (%): 83.76
|
| 1224 |
+
2024-05-27 16:34:13,756 - INFO - Top 10 acc (%): 92.12
|
| 1225 |
+
2024-05-27 16:34:13,761 - INFO -
|
| 1226 |
+
Only rbf
|
| 1227 |
+
2024-05-27 16:34:13,761 - INFO - Model : model_yfcc_rbf_inception_v3_0.0010_64_0.0005000_1_512_200_2.0.pth.tar
|
| 1228 |
+
2024-05-27 16:34:13,879 - INFO - (4449,)
|
| 1229 |
+
2024-05-27 16:34:13,904 - INFO - Split ID: 0
|
| 1230 |
+
2024-05-27 16:34:13,906 - INFO - Top 1 LocEnc acc (%): 10.5
|
| 1231 |
+
2024-05-27 16:34:13,906 - INFO - Top 3 LocEnc acc (%): 21.76
|
| 1232 |
+
2024-05-27 16:34:13,907 - INFO - Top 5 LocEnc acc (%): 29.94
|
| 1233 |
+
2024-05-27 16:34:13,907 - INFO - Top 10 LocEnc acc (%): 44.75
|