Upload data/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.log with huggingface_hub
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data/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.log
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|
| 1 |
+
2024-05-21 03:12:53,256 - INFO -
|
| 2 |
+
num_classes 100
|
| 3 |
+
2024-05-21 03:12:53,256 - INFO - num train 66739
|
| 4 |
+
2024-05-21 03:12:53,256 - INFO - num val 4449
|
| 5 |
+
2024-05-21 03:12:53,256 - INFO - train loss full_loss
|
| 6 |
+
2024-05-21 03:12:53,256 - INFO - model name ../models/wrap/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 7 |
+
2024-05-21 03:12:53,256 - INFO - num users 1
|
| 8 |
+
2024-05-21 03:12:53,468 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-21 03:12:55,840 - INFO - [51200/66739] Loss : 1.3647
|
| 11 |
+
2024-05-21 03:12:56,438 - INFO - [66560/66739] Loss : 1.3403
|
| 12 |
+
2024-05-21 03:12:56,600 - INFO - Test loss : 0.6101
|
| 13 |
+
2024-05-21 03:12:56,600 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-21 03:12:58,774 - INFO - [51200/66739] Loss : 1.2366
|
| 16 |
+
2024-05-21 03:12:59,416 - INFO - [66560/66739] Loss : 1.2344
|
| 17 |
+
2024-05-21 03:12:59,580 - INFO - Test loss : 0.5994
|
| 18 |
+
2024-05-21 03:12:59,580 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-21 03:13:01,758 - INFO - [51200/66739] Loss : 1.2189
|
| 21 |
+
2024-05-21 03:13:02,356 - INFO - [66560/66739] Loss : 1.2178
|
| 22 |
+
2024-05-21 03:13:02,519 - INFO - Test loss : 0.5781
|
| 23 |
+
2024-05-21 03:13:02,519 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-21 03:13:04,741 - INFO - [51200/66739] Loss : 1.2054
|
| 26 |
+
2024-05-21 03:13:05,336 - INFO - [66560/66739] Loss : 1.2043
|
| 27 |
+
2024-05-21 03:13:05,498 - INFO - Test loss : 0.5818
|
| 28 |
+
2024-05-21 03:13:05,498 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-21 03:13:07,664 - INFO - [51200/66739] Loss : 1.1973
|
| 31 |
+
2024-05-21 03:13:08,305 - INFO - [66560/66739] Loss : 1.1949
|
| 32 |
+
2024-05-21 03:13:08,468 - INFO - Test loss : 0.5743
|
| 33 |
+
2024-05-21 03:13:08,468 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-21 03:13:10,640 - INFO - [51200/66739] Loss : 1.1850
|
| 36 |
+
2024-05-21 03:13:11,237 - INFO - [66560/66739] Loss : 1.1838
|
| 37 |
+
2024-05-21 03:13:11,400 - INFO - Test loss : 0.5677
|
| 38 |
+
2024-05-21 03:13:11,400 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-21 03:13:13,613 - INFO - [51200/66739] Loss : 1.1770
|
| 41 |
+
2024-05-21 03:13:14,207 - INFO - [66560/66739] Loss : 1.1751
|
| 42 |
+
2024-05-21 03:13:14,371 - INFO - Test loss : 0.5595
|
| 43 |
+
2024-05-21 03:13:14,372 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-21 03:13:16,535 - INFO - [51200/66739] Loss : 1.1661
|
| 46 |
+
2024-05-21 03:13:17,174 - INFO - [66560/66739] Loss : 1.1669
|
| 47 |
+
2024-05-21 03:13:17,337 - INFO - Test loss : 0.5572
|
| 48 |
+
2024-05-21 03:13:17,337 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-21 03:13:19,494 - INFO - [51200/66739] Loss : 1.1626
|
| 51 |
+
2024-05-21 03:13:20,097 - INFO - [66560/66739] Loss : 1.1628
|
| 52 |
+
2024-05-21 03:13:20,261 - INFO - Test loss : 0.5586
|
| 53 |
+
2024-05-21 03:13:20,261 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-21 03:13:22,475 - INFO - [51200/66739] Loss : 1.1573
|
| 56 |
+
2024-05-21 03:13:23,080 - INFO - [66560/66739] Loss : 1.1563
|
| 57 |
+
2024-05-21 03:13:23,245 - INFO - Test loss : 0.5535
|
| 58 |
+
2024-05-21 03:13:23,245 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-21 03:13:25,428 - INFO - [51200/66739] Loss : 1.1530
|
| 61 |
+
2024-05-21 03:13:26,074 - INFO - [66560/66739] Loss : 1.1522
|
| 62 |
+
2024-05-21 03:13:26,239 - INFO - Test loss : 0.5556
|
| 63 |
+
2024-05-21 03:13:26,249 - INFO - (4449,)
|
| 64 |
+
2024-05-21 03:13:26,271 - INFO - Split ID: 0
|
| 65 |
+
2024-05-21 03:13:26,271 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 6.7
|
| 66 |
+
2024-05-21 03:13:26,271 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 15.4
|
| 67 |
+
2024-05-21 03:13:26,272 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 21.78
|
| 68 |
+
2024-05-21 03:13:26,272 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 35.76
|
| 69 |
+
2024-05-21 03:13:26,272 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-21 03:13:26,274 - INFO - (17798,)
|
| 72 |
+
2024-05-21 03:13:26,367 - INFO - Split ID: 0
|
| 73 |
+
2024-05-21 03:13:26,367 - INFO - Top 1 (Epoch 10)acc (%): 50.15
|
| 74 |
+
2024-05-21 03:13:26,367 - INFO - Top 3 (Epoch 10)acc (%): 73.9
|
| 75 |
+
2024-05-21 03:13:26,367 - INFO - Top 5 (Epoch 10)acc (%): 82.45
|
| 76 |
+
2024-05-21 03:13:26,367 - INFO - Top 10 (Epoch 10)acc (%): 91.06
|
| 77 |
+
2024-05-21 03:13:35,658 - INFO - Split ID: 0
|
| 78 |
+
2024-05-21 03:13:35,658 - INFO - Top 1 (Epoch 10)acc (%): 50.59
|
| 79 |
+
2024-05-21 03:13:35,658 - INFO - Top 3 (Epoch 10)acc (%): 74.6
|
| 80 |
+
2024-05-21 03:13:35,658 - INFO - Top 5 (Epoch 10)acc (%): 83.22
|
| 81 |
+
2024-05-21 03:13:35,658 - INFO - Top 10 (Epoch 10)acc (%): 91.54
|
| 82 |
+
2024-05-21 03:13:35,659 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-21 03:13:56,996 - INFO - [51200/66739] Loss : 1.1483
|
| 85 |
+
2024-05-21 03:14:02,274 - INFO - [66560/66739] Loss : 1.1491
|
| 86 |
+
2024-05-21 03:14:04,100 - INFO - Test loss : 0.5553
|
| 87 |
+
2024-05-21 03:14:04,100 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-21 03:14:25,586 - INFO - [51200/66739] Loss : 1.1450
|
| 90 |
+
2024-05-21 03:14:30,998 - INFO - [66560/66739] Loss : 1.1458
|
| 91 |
+
2024-05-21 03:14:32,709 - INFO - Test loss : 0.5568
|
| 92 |
+
2024-05-21 03:14:32,709 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-21 03:14:54,068 - INFO - [51200/66739] Loss : 1.1423
|
| 95 |
+
2024-05-21 03:15:00,109 - INFO - [66560/66739] Loss : 1.1420
|
| 96 |
+
2024-05-21 03:15:01,941 - INFO - Test loss : 0.5555
|
| 97 |
+
2024-05-21 03:15:01,942 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-21 03:15:28,563 - INFO - [51200/66739] Loss : 1.1405
|
| 100 |
+
2024-05-21 03:15:39,248 - INFO - [66560/66739] Loss : 1.1391
|
| 101 |
+
2024-05-21 03:15:42,500 - INFO - Test loss : 0.5574
|
| 102 |
+
2024-05-21 03:15:42,500 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-21 03:16:20,416 - INFO - [51200/66739] Loss : 1.1388
|
| 105 |
+
2024-05-21 03:16:28,318 - INFO - [66560/66739] Loss : 1.1369
|
| 106 |
+
2024-05-21 03:16:30,081 - INFO - Test loss : 0.5541
|
| 107 |
+
2024-05-21 03:16:30,081 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-21 03:17:01,182 - INFO - [51200/66739] Loss : 1.1346
|
| 110 |
+
2024-05-21 03:17:11,857 - INFO - [66560/66739] Loss : 1.1342
|
| 111 |
+
2024-05-21 03:17:15,134 - INFO - Test loss : 0.5524
|
| 112 |
+
2024-05-21 03:17:15,134 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-21 03:17:53,376 - INFO - [51200/66739] Loss : 1.1348
|
| 115 |
+
2024-05-21 03:18:04,029 - INFO - [66560/66739] Loss : 1.1348
|
| 116 |
+
2024-05-21 03:18:07,259 - INFO - Test loss : 0.5501
|
| 117 |
+
2024-05-21 03:18:07,259 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-21 03:18:45,453 - INFO - [51200/66739] Loss : 1.1314
|
| 120 |
+
2024-05-21 03:18:56,135 - INFO - [66560/66739] Loss : 1.1311
|
| 121 |
+
2024-05-21 03:18:59,373 - INFO - Test loss : 0.5518
|
| 122 |
+
2024-05-21 03:18:59,373 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-21 03:19:37,696 - INFO - [51200/66739] Loss : 1.1275
|
| 125 |
+
2024-05-21 03:19:48,118 - INFO - [66560/66739] Loss : 1.1277
|
| 126 |
+
2024-05-21 03:19:51,402 - INFO - Test loss : 0.5553
|
| 127 |
+
2024-05-21 03:19:51,403 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-21 03:20:29,469 - INFO - [51200/66739] Loss : 1.1264
|
| 130 |
+
2024-05-21 03:20:40,110 - INFO - [66560/66739] Loss : 1.1260
|
| 131 |
+
2024-05-21 03:20:43,339 - INFO - Test loss : 0.5523
|
| 132 |
+
2024-05-21 03:20:43,346 - INFO - (4449,)
|
| 133 |
+
2024-05-21 03:20:43,366 - INFO - Split ID: 0
|
| 134 |
+
2024-05-21 03:20:43,366 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 7.82
|
| 135 |
+
2024-05-21 03:20:43,366 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 16.79
|
| 136 |
+
2024-05-21 03:20:43,366 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 24.45
|
| 137 |
+
2024-05-21 03:20:43,366 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 37.51
|
| 138 |
+
2024-05-21 03:20:43,367 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-21 03:20:43,369 - INFO - (17798,)
|
| 141 |
+
2024-05-21 03:20:43,460 - INFO - Split ID: 0
|
| 142 |
+
2024-05-21 03:20:43,461 - INFO - Top 1 (Epoch 20)acc (%): 50.15
|
| 143 |
+
2024-05-21 03:20:43,461 - INFO - Top 3 (Epoch 20)acc (%): 73.9
|
| 144 |
+
2024-05-21 03:20:43,461 - INFO - Top 5 (Epoch 20)acc (%): 82.45
|
| 145 |
+
2024-05-21 03:20:43,461 - INFO - Top 10 (Epoch 20)acc (%): 91.06
|
| 146 |
+
2024-05-21 03:20:57,307 - INFO - Split ID: 0
|
| 147 |
+
2024-05-21 03:20:57,307 - INFO - Top 1 (Epoch 20)acc (%): 50.82
|
| 148 |
+
2024-05-21 03:20:57,307 - INFO - Top 3 (Epoch 20)acc (%): 74.73
|
| 149 |
+
2024-05-21 03:20:57,307 - INFO - Top 5 (Epoch 20)acc (%): 83.42
|
| 150 |
+
2024-05-21 03:20:57,307 - INFO - Top 10 (Epoch 20)acc (%): 91.74
|
| 151 |
+
2024-05-21 03:20:57,309 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-21 03:21:35,307 - INFO - [51200/66739] Loss : 1.1264
|
| 154 |
+
2024-05-21 03:21:45,956 - INFO - [66560/66739] Loss : 1.1242
|
| 155 |
+
2024-05-21 03:21:49,190 - INFO - Test loss : 0.5512
|
| 156 |
+
2024-05-21 03:21:49,190 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-21 03:22:27,171 - INFO - [51200/66739] Loss : 1.1237
|
| 159 |
+
2024-05-21 03:22:37,773 - INFO - [66560/66739] Loss : 1.1233
|
| 160 |
+
2024-05-21 03:22:41,061 - INFO - Test loss : 0.5585
|
| 161 |
+
2024-05-21 03:22:41,061 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-21 03:23:18,707 - INFO - [51200/66739] Loss : 1.1205
|
| 164 |
+
2024-05-21 03:23:29,354 - INFO - [66560/66739] Loss : 1.1227
|
| 165 |
+
2024-05-21 03:23:32,602 - INFO - Test loss : 0.5487
|
| 166 |
+
2024-05-21 03:23:32,602 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-21 03:24:10,673 - INFO - [51200/66739] Loss : 1.1193
|
| 169 |
+
2024-05-21 03:24:21,328 - INFO - [66560/66739] Loss : 1.1211
|
| 170 |
+
2024-05-21 03:24:24,531 - INFO - Test loss : 0.5463
|
| 171 |
+
2024-05-21 03:24:24,531 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-21 03:25:02,900 - INFO - [51200/66739] Loss : 1.1172
|
| 174 |
+
2024-05-21 03:25:13,807 - INFO - [66560/66739] Loss : 1.1186
|
| 175 |
+
2024-05-21 03:25:17,084 - INFO - Test loss : 0.5472
|
| 176 |
+
2024-05-21 03:25:17,085 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-21 03:25:55,628 - INFO - [51200/66739] Loss : 1.1155
|
| 179 |
+
2024-05-21 03:26:06,316 - INFO - [66560/66739] Loss : 1.1164
|
| 180 |
+
2024-05-21 03:26:09,349 - INFO - Test loss : 0.5485
|
| 181 |
+
2024-05-21 03:26:09,349 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-21 03:26:47,798 - INFO - [51200/66739] Loss : 1.1147
|
| 184 |
+
2024-05-21 03:26:58,519 - INFO - [66560/66739] Loss : 1.1151
|
| 185 |
+
2024-05-21 03:27:01,648 - INFO - Test loss : 0.5454
|
| 186 |
+
2024-05-21 03:27:01,648 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-21 03:27:40,031 - INFO - [51200/66739] Loss : 1.1115
|
| 189 |
+
2024-05-21 03:27:50,667 - INFO - [66560/66739] Loss : 1.1137
|
| 190 |
+
2024-05-21 03:27:53,964 - INFO - Test loss : 0.5441
|
| 191 |
+
2024-05-21 03:27:53,964 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-21 03:28:32,266 - INFO - [51200/66739] Loss : 1.1110
|
| 194 |
+
2024-05-21 03:28:42,535 - INFO - [66560/66739] Loss : 1.1129
|
| 195 |
+
2024-05-21 03:28:44,367 - INFO - Test loss : 0.5459
|
| 196 |
+
2024-05-21 03:28:44,367 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-21 03:29:20,889 - INFO - [51200/66739] Loss : 1.1116
|
| 199 |
+
2024-05-21 03:29:31,273 - INFO - [66560/66739] Loss : 1.1128
|
| 200 |
+
2024-05-21 03:29:34,477 - INFO - Test loss : 0.5486
|
| 201 |
+
2024-05-21 03:29:34,487 - INFO - (4449,)
|
| 202 |
+
2024-05-21 03:29:34,509 - INFO - Split ID: 0
|
| 203 |
+
2024-05-21 03:29:34,509 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 8.61
|
| 204 |
+
2024-05-21 03:29:34,509 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 17.96
|
| 205 |
+
2024-05-21 03:29:34,509 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 25.42
|
| 206 |
+
2024-05-21 03:29:34,510 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 37.94
|
| 207 |
+
2024-05-21 03:29:34,510 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-21 03:29:34,512 - INFO - (17798,)
|
| 210 |
+
2024-05-21 03:29:34,606 - INFO - Split ID: 0
|
| 211 |
+
2024-05-21 03:29:34,607 - INFO - Top 1 (Epoch 30)acc (%): 50.15
|
| 212 |
+
2024-05-21 03:29:34,607 - INFO - Top 3 (Epoch 30)acc (%): 73.9
|
| 213 |
+
2024-05-21 03:29:34,607 - INFO - Top 5 (Epoch 30)acc (%): 82.45
|
| 214 |
+
2024-05-21 03:29:34,607 - INFO - Top 10 (Epoch 30)acc (%): 91.06
|
| 215 |
+
2024-05-21 03:29:48,497 - INFO - Split ID: 0
|
| 216 |
+
2024-05-21 03:29:48,497 - INFO - Top 1 (Epoch 30)acc (%): 50.87
|
| 217 |
+
2024-05-21 03:29:48,497 - INFO - Top 3 (Epoch 30)acc (%): 74.88
|
| 218 |
+
2024-05-21 03:29:48,497 - INFO - Top 5 (Epoch 30)acc (%): 83.53
|
| 219 |
+
2024-05-21 03:29:48,497 - INFO - Top 10 (Epoch 30)acc (%): 91.79
|
| 220 |
+
2024-05-21 03:29:48,499 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-21 03:30:26,747 - INFO - [51200/66739] Loss : 1.1118
|
| 223 |
+
2024-05-21 03:30:37,398 - INFO - [66560/66739] Loss : 1.1119
|
| 224 |
+
2024-05-21 03:30:40,601 - INFO - Test loss : 0.5467
|
| 225 |
+
2024-05-21 03:30:40,602 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-21 03:31:18,370 - INFO - [51200/66739] Loss : 1.1099
|
| 228 |
+
2024-05-21 03:31:29,023 - INFO - [66560/66739] Loss : 1.1095
|
| 229 |
+
2024-05-21 03:31:32,250 - INFO - Test loss : 0.5425
|
| 230 |
+
2024-05-21 03:31:32,250 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-21 03:32:10,259 - INFO - [51200/66739] Loss : 1.1089
|
| 233 |
+
2024-05-21 03:32:20,684 - INFO - [66560/66739] Loss : 1.1090
|
| 234 |
+
2024-05-21 03:32:23,708 - INFO - Test loss : 0.5426
|
| 235 |
+
2024-05-21 03:32:23,708 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-21 03:33:01,532 - INFO - [51200/66739] Loss : 1.1084
|
| 238 |
+
2024-05-21 03:33:12,195 - INFO - [66560/66739] Loss : 1.1079
|
| 239 |
+
2024-05-21 03:33:15,527 - INFO - Test loss : 0.5369
|
| 240 |
+
2024-05-21 03:33:15,528 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-21 03:33:53,764 - INFO - [51200/66739] Loss : 1.1059
|
| 243 |
+
2024-05-21 03:34:04,318 - INFO - [66560/66739] Loss : 1.1056
|
| 244 |
+
2024-05-21 03:34:07,552 - INFO - Test loss : 0.5453
|
| 245 |
+
2024-05-21 03:34:07,552 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-21 03:34:45,714 - INFO - [51200/66739] Loss : 1.1070
|
| 248 |
+
2024-05-21 03:34:56,103 - INFO - [66560/66739] Loss : 1.1064
|
| 249 |
+
2024-05-21 03:34:59,347 - INFO - Test loss : 0.5431
|
| 250 |
+
2024-05-21 03:34:59,347 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-21 03:35:37,503 - INFO - [51200/66739] Loss : 1.1044
|
| 253 |
+
2024-05-21 03:35:48,108 - INFO - [66560/66739] Loss : 1.1049
|
| 254 |
+
2024-05-21 03:35:51,312 - INFO - Test loss : 0.5425
|
| 255 |
+
2024-05-21 03:35:51,312 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-21 03:36:29,094 - INFO - [51200/66739] Loss : 1.1020
|
| 258 |
+
2024-05-21 03:36:39,663 - INFO - [66560/66739] Loss : 1.1036
|
| 259 |
+
2024-05-21 03:36:42,899 - INFO - Test loss : 0.5385
|
| 260 |
+
2024-05-21 03:36:42,899 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-21 03:37:21,176 - INFO - [51200/66739] Loss : 1.1011
|
| 263 |
+
2024-05-21 03:37:31,737 - INFO - [66560/66739] Loss : 1.1018
|
| 264 |
+
2024-05-21 03:37:34,977 - INFO - Test loss : 0.5424
|
| 265 |
+
2024-05-21 03:37:34,977 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-21 03:38:12,913 - INFO - [51200/66739] Loss : 1.1019
|
| 268 |
+
2024-05-21 03:38:23,519 - INFO - [66560/66739] Loss : 1.1020
|
| 269 |
+
2024-05-21 03:38:26,795 - INFO - Test loss : 0.5413
|
| 270 |
+
2024-05-21 03:38:26,805 - INFO - (4449,)
|
| 271 |
+
2024-05-21 03:38:26,828 - INFO - Split ID: 0
|
| 272 |
+
2024-05-21 03:38:26,828 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 8.16
|
| 273 |
+
2024-05-21 03:38:26,828 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 18.32
|
| 274 |
+
2024-05-21 03:38:26,828 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 25.67
|
| 275 |
+
2024-05-21 03:38:26,828 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 38.66
|
| 276 |
+
2024-05-21 03:38:26,829 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-21 03:38:26,831 - INFO - (17798,)
|
| 279 |
+
2024-05-21 03:38:26,926 - INFO - Split ID: 0
|
| 280 |
+
2024-05-21 03:38:26,926 - INFO - Top 1 (Epoch 40)acc (%): 50.15
|
| 281 |
+
2024-05-21 03:38:26,926 - INFO - Top 3 (Epoch 40)acc (%): 73.9
|
| 282 |
+
2024-05-21 03:38:26,926 - INFO - Top 5 (Epoch 40)acc (%): 82.45
|
| 283 |
+
2024-05-21 03:38:26,926 - INFO - Top 10 (Epoch 40)acc (%): 91.06
|
| 284 |
+
2024-05-21 03:38:40,813 - INFO - Split ID: 0
|
| 285 |
+
2024-05-21 03:38:40,813 - INFO - Top 1 (Epoch 40)acc (%): 50.84
|
| 286 |
+
2024-05-21 03:38:40,813 - INFO - Top 3 (Epoch 40)acc (%): 74.94
|
| 287 |
+
2024-05-21 03:38:40,813 - INFO - Top 5 (Epoch 40)acc (%): 83.46
|
| 288 |
+
2024-05-21 03:38:40,814 - INFO - Top 10 (Epoch 40)acc (%): 91.82
|
| 289 |
+
2024-05-21 03:38:40,815 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-21 03:39:18,975 - INFO - [51200/66739] Loss : 1.1037
|
| 292 |
+
2024-05-21 03:39:29,618 - INFO - [66560/66739] Loss : 1.1022
|
| 293 |
+
2024-05-21 03:39:32,755 - INFO - Test loss : 0.5395
|
| 294 |
+
2024-05-21 03:39:32,755 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-21 03:40:10,951 - INFO - [51200/66739] Loss : 1.1009
|
| 297 |
+
2024-05-21 03:40:21,661 - INFO - [66560/66739] Loss : 1.1000
|
| 298 |
+
2024-05-21 03:40:24,896 - INFO - Test loss : 0.5376
|
| 299 |
+
2024-05-21 03:40:24,896 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-21 03:41:02,819 - INFO - [51200/66739] Loss : 1.0984
|
| 302 |
+
2024-05-21 03:41:13,667 - INFO - [66560/66739] Loss : 1.0990
|
| 303 |
+
2024-05-21 03:41:16,927 - INFO - Test loss : 0.5424
|
| 304 |
+
2024-05-21 03:41:16,928 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-21 03:41:55,096 - INFO - [51200/66739] Loss : 1.0980
|
| 307 |
+
2024-05-21 03:42:05,638 - INFO - [66560/66739] Loss : 1.0986
|
| 308 |
+
2024-05-21 03:42:08,875 - INFO - Test loss : 0.5352
|
| 309 |
+
2024-05-21 03:42:08,876 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-21 03:42:46,755 - INFO - [51200/66739] Loss : 1.0968
|
| 312 |
+
2024-05-21 03:42:57,424 - INFO - [66560/66739] Loss : 1.0968
|
| 313 |
+
2024-05-21 03:43:00,666 - INFO - Test loss : 0.5423
|
| 314 |
+
2024-05-21 03:43:00,667 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-21 03:43:38,820 - INFO - [51200/66739] Loss : 1.0966
|
| 317 |
+
2024-05-21 03:43:49,463 - INFO - [66560/66739] Loss : 1.0969
|
| 318 |
+
2024-05-21 03:43:52,745 - INFO - Test loss : 0.5351
|
| 319 |
+
2024-05-21 03:43:52,745 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-21 03:44:30,926 - INFO - [51200/66739] Loss : 1.0931
|
| 322 |
+
2024-05-21 03:44:41,370 - INFO - [66560/66739] Loss : 1.0945
|
| 323 |
+
2024-05-21 03:44:44,613 - INFO - Test loss : 0.5515
|
| 324 |
+
2024-05-21 03:44:44,613 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-21 03:45:20,015 - INFO - [51200/66739] Loss : 1.0969
|
| 327 |
+
2024-05-21 03:45:30,312 - INFO - [66560/66739] Loss : 1.0965
|
| 328 |
+
2024-05-21 03:45:33,500 - INFO - Test loss : 0.5363
|
| 329 |
+
2024-05-21 03:45:33,501 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-21 03:46:11,488 - INFO - [51200/66739] Loss : 1.0938
|
| 332 |
+
2024-05-21 03:46:21,955 - INFO - [66560/66739] Loss : 1.0939
|
| 333 |
+
2024-05-21 03:46:25,195 - INFO - Test loss : 0.5368
|
| 334 |
+
2024-05-21 03:46:25,195 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-21 03:47:02,956 - INFO - [51200/66739] Loss : 1.0943
|
| 337 |
+
2024-05-21 03:47:13,455 - INFO - [66560/66739] Loss : 1.0941
|
| 338 |
+
2024-05-21 03:47:16,670 - INFO - Test loss : 0.5433
|
| 339 |
+
2024-05-21 03:47:16,680 - INFO - (4449,)
|
| 340 |
+
2024-05-21 03:47:16,703 - INFO - Split ID: 0
|
| 341 |
+
2024-05-21 03:47:16,703 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 8.54
|
| 342 |
+
2024-05-21 03:47:16,703 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 17.91
|
| 343 |
+
2024-05-21 03:47:16,704 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 25.74
|
| 344 |
+
2024-05-21 03:47:16,704 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 38.71
|
| 345 |
+
2024-05-21 03:47:16,704 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-21 03:47:16,706 - INFO - (17798,)
|
| 348 |
+
2024-05-21 03:47:16,801 - INFO - Split ID: 0
|
| 349 |
+
2024-05-21 03:47:16,802 - INFO - Top 1 (Epoch 50)acc (%): 50.15
|
| 350 |
+
2024-05-21 03:47:16,802 - INFO - Top 3 (Epoch 50)acc (%): 73.9
|
| 351 |
+
2024-05-21 03:47:16,802 - INFO - Top 5 (Epoch 50)acc (%): 82.45
|
| 352 |
+
2024-05-21 03:47:16,802 - INFO - Top 10 (Epoch 50)acc (%): 91.06
|
| 353 |
+
2024-05-21 03:47:30,615 - INFO - Split ID: 0
|
| 354 |
+
2024-05-21 03:47:30,616 - INFO - Top 1 (Epoch 50)acc (%): 50.85
|
| 355 |
+
2024-05-21 03:47:30,616 - INFO - Top 3 (Epoch 50)acc (%): 74.94
|
| 356 |
+
2024-05-21 03:47:30,616 - INFO - Top 5 (Epoch 50)acc (%): 83.59
|
| 357 |
+
2024-05-21 03:47:30,616 - INFO - Top 10 (Epoch 50)acc (%): 91.86
|
| 358 |
+
2024-05-21 03:47:30,618 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-21 03:48:08,392 - INFO - [51200/66739] Loss : 1.0954
|
| 361 |
+
2024-05-21 03:48:18,939 - INFO - [66560/66739] Loss : 1.0944
|
| 362 |
+
2024-05-21 03:48:22,161 - INFO - Test loss : 0.5361
|
| 363 |
+
2024-05-21 03:48:22,161 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-21 03:48:59,262 - INFO - [51200/66739] Loss : 1.0915
|
| 366 |
+
2024-05-21 03:49:09,833 - INFO - [66560/66739] Loss : 1.0918
|
| 367 |
+
2024-05-21 03:49:13,093 - INFO - Test loss : 0.5344
|
| 368 |
+
2024-05-21 03:49:13,093 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-21 03:49:50,797 - INFO - [51200/66739] Loss : 1.0903
|
| 371 |
+
2024-05-21 03:50:01,373 - INFO - [66560/66739] Loss : 1.0899
|
| 372 |
+
2024-05-21 03:50:04,578 - INFO - Test loss : 0.5399
|
| 373 |
+
2024-05-21 03:50:04,578 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-21 03:50:41,713 - INFO - [51200/66739] Loss : 1.0915
|
| 376 |
+
2024-05-21 03:50:52,033 - INFO - [66560/66739] Loss : 1.0904
|
| 377 |
+
2024-05-21 03:50:54,937 - INFO - Test loss : 0.5375
|
| 378 |
+
2024-05-21 03:50:54,938 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-21 03:51:32,817 - INFO - [51200/66739] Loss : 1.0908
|
| 381 |
+
2024-05-21 03:51:43,376 - INFO - [66560/66739] Loss : 1.0907
|
| 382 |
+
2024-05-21 03:51:46,643 - INFO - Test loss : 0.5363
|
| 383 |
+
2024-05-21 03:51:46,643 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-21 03:52:23,889 - INFO - [51200/66739] Loss : 1.0914
|
| 386 |
+
2024-05-21 03:52:34,475 - INFO - [66560/66739] Loss : 1.0913
|
| 387 |
+
2024-05-21 03:52:37,683 - INFO - Test loss : 0.5335
|
| 388 |
+
2024-05-21 03:52:37,683 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-21 03:53:15,002 - INFO - [51200/66739] Loss : 1.0869
|
| 391 |
+
2024-05-21 03:53:25,543 - INFO - [66560/66739] Loss : 1.0875
|
| 392 |
+
2024-05-21 03:53:28,752 - INFO - Test loss : 0.5314
|
| 393 |
+
2024-05-21 03:53:28,752 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-21 03:54:06,533 - INFO - [51200/66739] Loss : 1.0877
|
| 396 |
+
2024-05-21 03:54:17,056 - INFO - [66560/66739] Loss : 1.0881
|
| 397 |
+
2024-05-21 03:54:20,306 - INFO - Test loss : 0.5360
|
| 398 |
+
2024-05-21 03:54:20,306 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-21 03:54:57,982 - INFO - [51200/66739] Loss : 1.0870
|
| 401 |
+
2024-05-21 03:55:08,118 - INFO - [66560/66739] Loss : 1.0861
|
| 402 |
+
2024-05-21 03:55:11,340 - INFO - Test loss : 0.5352
|
| 403 |
+
2024-05-21 03:55:11,340 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-21 03:55:49,117 - INFO - [51200/66739] Loss : 1.0857
|
| 406 |
+
2024-05-21 03:55:59,730 - INFO - [66560/66739] Loss : 1.0866
|
| 407 |
+
2024-05-21 03:56:02,937 - INFO - Test loss : 0.5333
|
| 408 |
+
2024-05-21 03:56:02,947 - INFO - (4449,)
|
| 409 |
+
2024-05-21 03:56:02,970 - INFO - Split ID: 0
|
| 410 |
+
2024-05-21 03:56:02,971 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 9.22
|
| 411 |
+
2024-05-21 03:56:02,971 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 18.79
|
| 412 |
+
2024-05-21 03:56:02,971 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 27.13
|
| 413 |
+
2024-05-21 03:56:02,971 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 40.05
|
| 414 |
+
2024-05-21 03:56:02,971 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-21 03:56:02,973 - INFO - (17798,)
|
| 417 |
+
2024-05-21 03:56:03,067 - INFO - Split ID: 0
|
| 418 |
+
2024-05-21 03:56:03,068 - INFO - Top 1 (Epoch 60)acc (%): 50.15
|
| 419 |
+
2024-05-21 03:56:03,068 - INFO - Top 3 (Epoch 60)acc (%): 73.9
|
| 420 |
+
2024-05-21 03:56:03,068 - INFO - Top 5 (Epoch 60)acc (%): 82.45
|
| 421 |
+
2024-05-21 03:56:03,068 - INFO - Top 10 (Epoch 60)acc (%): 91.06
|
| 422 |
+
2024-05-21 03:56:16,883 - INFO - Split ID: 0
|
| 423 |
+
2024-05-21 03:56:16,883 - INFO - Top 1 (Epoch 60)acc (%): 50.89
|
| 424 |
+
2024-05-21 03:56:16,883 - INFO - Top 3 (Epoch 60)acc (%): 74.92
|
| 425 |
+
2024-05-21 03:56:16,883 - INFO - Top 5 (Epoch 60)acc (%): 83.62
|
| 426 |
+
2024-05-21 03:56:16,883 - INFO - Top 10 (Epoch 60)acc (%): 91.9
|
| 427 |
+
2024-05-21 03:56:16,885 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-21 03:56:54,222 - INFO - [51200/66739] Loss : 1.0862
|
| 430 |
+
2024-05-21 03:57:04,803 - INFO - [66560/66739] Loss : 1.0873
|
| 431 |
+
2024-05-21 03:57:08,006 - INFO - Test loss : 0.5364
|
| 432 |
+
2024-05-21 03:57:08,006 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-21 03:57:45,862 - INFO - [51200/66739] Loss : 1.0874
|
| 435 |
+
2024-05-21 03:57:56,445 - INFO - [66560/66739] Loss : 1.0871
|
| 436 |
+
2024-05-21 03:57:59,674 - INFO - Test loss : 0.5338
|
| 437 |
+
2024-05-21 03:57:59,674 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-21 03:58:37,543 - INFO - [51200/66739] Loss : 1.0837
|
| 440 |
+
2024-05-21 03:58:48,177 - INFO - [66560/66739] Loss : 1.0853
|
| 441 |
+
2024-05-21 03:58:51,403 - INFO - Test loss : 0.5344
|
| 442 |
+
2024-05-21 03:58:51,403 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-21 03:59:29,128 - INFO - [51200/66739] Loss : 1.0854
|
| 445 |
+
2024-05-21 03:59:39,475 - INFO - [66560/66739] Loss : 1.0853
|
| 446 |
+
2024-05-21 03:59:42,742 - INFO - Test loss : 0.5375
|
| 447 |
+
2024-05-21 03:59:42,742 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-21 04:00:20,408 - INFO - [51200/66739] Loss : 1.0843
|
| 450 |
+
2024-05-21 04:00:30,696 - INFO - [66560/66739] Loss : 1.0853
|
| 451 |
+
2024-05-21 04:00:33,900 - INFO - Test loss : 0.5345
|
| 452 |
+
2024-05-21 04:00:33,900 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-21 04:01:11,953 - INFO - [51200/66739] Loss : 1.0837
|
| 455 |
+
2024-05-21 04:01:22,553 - INFO - [66560/66739] Loss : 1.0830
|
| 456 |
+
2024-05-21 04:01:25,331 - INFO - Test loss : 0.5331
|
| 457 |
+
2024-05-21 04:01:25,331 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-21 04:02:00,444 - INFO - [51200/66739] Loss : 1.0833
|
| 460 |
+
2024-05-21 04:02:10,867 - INFO - [66560/66739] Loss : 1.0829
|
| 461 |
+
2024-05-21 04:02:14,166 - INFO - Test loss : 0.5412
|
| 462 |
+
2024-05-21 04:02:14,166 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-21 04:02:52,514 - INFO - [51200/66739] Loss : 1.0815
|
| 465 |
+
2024-05-21 04:03:03,193 - INFO - [66560/66739] Loss : 1.0820
|
| 466 |
+
2024-05-21 04:03:06,410 - INFO - Test loss : 0.5335
|
| 467 |
+
2024-05-21 04:03:06,410 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-21 04:03:44,668 - INFO - [51200/66739] Loss : 1.0829
|
| 470 |
+
2024-05-21 04:03:55,381 - INFO - [66560/66739] Loss : 1.0822
|
| 471 |
+
2024-05-21 04:03:58,627 - INFO - Test loss : 0.5344
|
| 472 |
+
2024-05-21 04:03:58,627 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-21 04:04:36,899 - INFO - [51200/66739] Loss : 1.0815
|
| 475 |
+
2024-05-21 04:04:47,753 - INFO - [66560/66739] Loss : 1.0827
|
| 476 |
+
2024-05-21 04:04:51,095 - INFO - Test loss : 0.5342
|
| 477 |
+
2024-05-21 04:04:51,104 - INFO - (4449,)
|
| 478 |
+
2024-05-21 04:04:51,128 - INFO - Split ID: 0
|
| 479 |
+
2024-05-21 04:04:51,128 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 8.86
|
| 480 |
+
2024-05-21 04:04:51,128 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 18.52
|
| 481 |
+
2024-05-21 04:04:51,128 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 26.57
|
| 482 |
+
2024-05-21 04:04:51,128 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 40.17
|
| 483 |
+
2024-05-21 04:04:51,128 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-21 04:04:51,130 - INFO - (17798,)
|
| 486 |
+
2024-05-21 04:04:51,225 - INFO - Split ID: 0
|
| 487 |
+
2024-05-21 04:04:51,225 - INFO - Top 1 (Epoch 70)acc (%): 50.15
|
| 488 |
+
2024-05-21 04:04:51,225 - INFO - Top 3 (Epoch 70)acc (%): 73.9
|
| 489 |
+
2024-05-21 04:04:51,225 - INFO - Top 5 (Epoch 70)acc (%): 82.45
|
| 490 |
+
2024-05-21 04:04:51,225 - INFO - Top 10 (Epoch 70)acc (%): 91.06
|
| 491 |
+
2024-05-21 04:05:05,196 - INFO - Split ID: 0
|
| 492 |
+
2024-05-21 04:05:05,196 - INFO - Top 1 (Epoch 70)acc (%): 50.93
|
| 493 |
+
2024-05-21 04:05:05,196 - INFO - Top 3 (Epoch 70)acc (%): 74.96
|
| 494 |
+
2024-05-21 04:05:05,196 - INFO - Top 5 (Epoch 70)acc (%): 83.66
|
| 495 |
+
2024-05-21 04:05:05,196 - INFO - Top 10 (Epoch 70)acc (%): 91.94
|
| 496 |
+
2024-05-21 04:05:05,198 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-21 04:05:43,557 - INFO - [51200/66739] Loss : 1.0812
|
| 499 |
+
2024-05-21 04:05:54,239 - INFO - [66560/66739] Loss : 1.0817
|
| 500 |
+
2024-05-21 04:05:57,479 - INFO - Test loss : 0.5353
|
| 501 |
+
2024-05-21 04:05:57,479 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-21 04:06:35,419 - INFO - [51200/66739] Loss : 1.0793
|
| 504 |
+
2024-05-21 04:06:46,153 - INFO - [66560/66739] Loss : 1.0796
|
| 505 |
+
2024-05-21 04:06:49,405 - INFO - Test loss : 0.5423
|
| 506 |
+
2024-05-21 04:06:49,405 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-21 04:07:27,586 - INFO - [51200/66739] Loss : 1.0787
|
| 509 |
+
2024-05-21 04:07:38,285 - INFO - [66560/66739] Loss : 1.0797
|
| 510 |
+
2024-05-21 04:07:41,584 - INFO - Test loss : 0.5324
|
| 511 |
+
2024-05-21 04:07:41,585 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-21 04:08:19,823 - INFO - [51200/66739] Loss : 1.0783
|
| 514 |
+
2024-05-21 04:08:30,490 - INFO - [66560/66739] Loss : 1.0802
|
| 515 |
+
2024-05-21 04:08:33,720 - INFO - Test loss : 0.5307
|
| 516 |
+
2024-05-21 04:08:33,720 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-21 04:09:12,055 - INFO - [51200/66739] Loss : 1.0827
|
| 519 |
+
2024-05-21 04:09:22,754 - INFO - [66560/66739] Loss : 1.0806
|
| 520 |
+
2024-05-21 04:09:25,992 - INFO - Test loss : 0.5306
|
| 521 |
+
2024-05-21 04:09:25,992 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-21 04:10:04,336 - INFO - [51200/66739] Loss : 1.0819
|
| 524 |
+
2024-05-21 04:10:15,013 - INFO - [66560/66739] Loss : 1.0819
|
| 525 |
+
2024-05-21 04:10:18,306 - INFO - Test loss : 0.5341
|
| 526 |
+
2024-05-21 04:10:18,306 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-21 04:10:56,589 - INFO - [51200/66739] Loss : 1.0772
|
| 529 |
+
2024-05-21 04:11:07,266 - INFO - [66560/66739] Loss : 1.0781
|
| 530 |
+
2024-05-21 04:11:10,506 - INFO - Test loss : 0.5348
|
| 531 |
+
2024-05-21 04:11:10,506 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-21 04:11:48,629 - INFO - [51200/66739] Loss : 1.0773
|
| 534 |
+
2024-05-21 04:11:59,260 - INFO - [66560/66739] Loss : 1.0773
|
| 535 |
+
2024-05-21 04:12:02,429 - INFO - Test loss : 0.5330
|
| 536 |
+
2024-05-21 04:12:02,429 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-21 04:12:40,877 - INFO - [51200/66739] Loss : 1.0775
|
| 539 |
+
2024-05-21 04:12:51,648 - INFO - [66560/66739] Loss : 1.0782
|
| 540 |
+
2024-05-21 04:12:54,932 - INFO - Test loss : 0.5309
|
| 541 |
+
2024-05-21 04:12:54,932 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-21 04:13:33,182 - INFO - [51200/66739] Loss : 1.0802
|
| 544 |
+
2024-05-21 04:13:43,846 - INFO - [66560/66739] Loss : 1.0786
|
| 545 |
+
2024-05-21 04:13:47,093 - INFO - Test loss : 0.5403
|
| 546 |
+
2024-05-21 04:13:47,102 - INFO - (4449,)
|
| 547 |
+
2024-05-21 04:13:47,126 - INFO - Split ID: 0
|
| 548 |
+
2024-05-21 04:13:47,126 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 9.1
|
| 549 |
+
2024-05-21 04:13:47,126 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 18.27
|
| 550 |
+
2024-05-21 04:13:47,126 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 26.03
|
| 551 |
+
2024-05-21 04:13:47,126 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 39.33
|
| 552 |
+
2024-05-21 04:13:47,127 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-21 04:13:47,129 - INFO - (17798,)
|
| 555 |
+
2024-05-21 04:13:47,223 - INFO - Split ID: 0
|
| 556 |
+
2024-05-21 04:13:47,223 - INFO - Top 1 (Epoch 80)acc (%): 50.15
|
| 557 |
+
2024-05-21 04:13:47,223 - INFO - Top 3 (Epoch 80)acc (%): 73.9
|
| 558 |
+
2024-05-21 04:13:47,223 - INFO - Top 5 (Epoch 80)acc (%): 82.45
|
| 559 |
+
2024-05-21 04:13:47,223 - INFO - Top 10 (Epoch 80)acc (%): 91.06
|
| 560 |
+
2024-05-21 04:14:01,135 - INFO - Split ID: 0
|
| 561 |
+
2024-05-21 04:14:01,135 - INFO - Top 1 (Epoch 80)acc (%): 50.9
|
| 562 |
+
2024-05-21 04:14:01,135 - INFO - Top 3 (Epoch 80)acc (%): 75.08
|
| 563 |
+
2024-05-21 04:14:01,135 - INFO - Top 5 (Epoch 80)acc (%): 83.69
|
| 564 |
+
2024-05-21 04:14:01,135 - INFO - Top 10 (Epoch 80)acc (%): 91.97
|
| 565 |
+
2024-05-21 04:14:01,137 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-21 04:14:39,488 - INFO - [51200/66739] Loss : 1.0766
|
| 568 |
+
2024-05-21 04:14:50,219 - INFO - [66560/66739] Loss : 1.0773
|
| 569 |
+
2024-05-21 04:14:53,461 - INFO - Test loss : 0.5339
|
| 570 |
+
2024-05-21 04:14:53,461 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-21 04:15:31,839 - INFO - [51200/66739] Loss : 1.0767
|
| 573 |
+
2024-05-21 04:15:42,524 - INFO - [66560/66739] Loss : 1.0773
|
| 574 |
+
2024-05-21 04:15:45,817 - INFO - Test loss : 0.5314
|
| 575 |
+
2024-05-21 04:15:45,817 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-21 04:16:23,782 - INFO - [51200/66739] Loss : 1.0776
|
| 578 |
+
2024-05-21 04:16:34,429 - INFO - [66560/66739] Loss : 1.0770
|
| 579 |
+
2024-05-21 04:16:37,679 - INFO - Test loss : 0.5395
|
| 580 |
+
2024-05-21 04:16:37,679 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-21 04:17:15,910 - INFO - [51200/66739] Loss : 1.0768
|
| 583 |
+
2024-05-21 04:17:26,358 - INFO - [66560/66739] Loss : 1.0762
|
| 584 |
+
2024-05-21 04:17:29,614 - INFO - Test loss : 0.5392
|
| 585 |
+
2024-05-21 04:17:29,615 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-21 04:18:07,709 - INFO - [51200/66739] Loss : 1.0759
|
| 588 |
+
2024-05-21 04:18:18,350 - INFO - [66560/66739] Loss : 1.0759
|
| 589 |
+
2024-05-21 04:18:21,528 - INFO - Test loss : 0.5323
|
| 590 |
+
2024-05-21 04:18:21,528 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-21 04:18:56,459 - INFO - [51200/66739] Loss : 1.0760
|
| 593 |
+
2024-05-21 04:19:07,109 - INFO - [66560/66739] Loss : 1.0763
|
| 594 |
+
2024-05-21 04:19:10,351 - INFO - Test loss : 0.5342
|
| 595 |
+
2024-05-21 04:19:10,351 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-21 04:19:48,438 - INFO - [51200/66739] Loss : 1.0752
|
| 598 |
+
2024-05-21 04:19:59,121 - INFO - [66560/66739] Loss : 1.0756
|
| 599 |
+
2024-05-21 04:20:02,353 - INFO - Test loss : 0.5333
|
| 600 |
+
2024-05-21 04:20:02,353 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-21 04:20:40,598 - INFO - [51200/66739] Loss : 1.0744
|
| 603 |
+
2024-05-21 04:20:51,365 - INFO - [66560/66739] Loss : 1.0741
|
| 604 |
+
2024-05-21 04:20:54,467 - INFO - Test loss : 0.5339
|
| 605 |
+
2024-05-21 04:20:54,467 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-21 04:21:32,542 - INFO - [51200/66739] Loss : 1.0746
|
| 608 |
+
2024-05-21 04:21:43,190 - INFO - [66560/66739] Loss : 1.0744
|
| 609 |
+
2024-05-21 04:21:46,425 - INFO - Test loss : 0.5302
|
| 610 |
+
2024-05-21 04:21:46,425 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-21 04:22:24,548 - INFO - [51200/66739] Loss : 1.0740
|
| 613 |
+
2024-05-21 04:22:35,145 - INFO - [66560/66739] Loss : 1.0742
|
| 614 |
+
2024-05-21 04:22:38,373 - INFO - Test loss : 0.5373
|
| 615 |
+
2024-05-21 04:22:38,383 - INFO - (4449,)
|
| 616 |
+
2024-05-21 04:22:38,407 - INFO - Split ID: 0
|
| 617 |
+
2024-05-21 04:22:38,407 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 9.19
|
| 618 |
+
2024-05-21 04:22:38,407 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 19.08
|
| 619 |
+
2024-05-21 04:22:38,407 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 26.55
|
| 620 |
+
2024-05-21 04:22:38,407 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 40.55
|
| 621 |
+
2024-05-21 04:22:38,407 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-21 04:22:38,409 - INFO - (17798,)
|
| 624 |
+
2024-05-21 04:22:38,505 - INFO - Split ID: 0
|
| 625 |
+
2024-05-21 04:22:38,505 - INFO - Top 1 (Epoch 90)acc (%): 50.15
|
| 626 |
+
2024-05-21 04:22:38,505 - INFO - Top 3 (Epoch 90)acc (%): 73.9
|
| 627 |
+
2024-05-21 04:22:38,505 - INFO - Top 5 (Epoch 90)acc (%): 82.45
|
| 628 |
+
2024-05-21 04:22:38,505 - INFO - Top 10 (Epoch 90)acc (%): 91.06
|
| 629 |
+
2024-05-21 04:22:52,323 - INFO - Split ID: 0
|
| 630 |
+
2024-05-21 04:22:52,324 - INFO - Top 1 (Epoch 90)acc (%): 50.97
|
| 631 |
+
2024-05-21 04:22:52,324 - INFO - Top 3 (Epoch 90)acc (%): 75.01
|
| 632 |
+
2024-05-21 04:22:52,324 - INFO - Top 5 (Epoch 90)acc (%): 83.64
|
| 633 |
+
2024-05-21 04:22:52,324 - INFO - Top 10 (Epoch 90)acc (%): 92.03
|
| 634 |
+
2024-05-21 04:22:52,326 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-21 04:23:30,243 - INFO - [51200/66739] Loss : 1.0740
|
| 637 |
+
2024-05-21 04:23:40,858 - INFO - [66560/66739] Loss : 1.0740
|
| 638 |
+
2024-05-21 04:23:44,125 - INFO - Test loss : 0.5309
|
| 639 |
+
2024-05-21 04:23:44,125 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-21 04:24:22,103 - INFO - [51200/66739] Loss : 1.0736
|
| 642 |
+
2024-05-21 04:24:32,371 - INFO - [66560/66739] Loss : 1.0736
|
| 643 |
+
2024-05-21 04:24:35,542 - INFO - Test loss : 0.5348
|
| 644 |
+
2024-05-21 04:24:35,542 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-21 04:25:13,868 - INFO - [51200/66739] Loss : 1.0721
|
| 647 |
+
2024-05-21 04:25:24,490 - INFO - [66560/66739] Loss : 1.0730
|
| 648 |
+
2024-05-21 04:25:27,731 - INFO - Test loss : 0.5327
|
| 649 |
+
2024-05-21 04:25:27,731 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-21 04:26:05,926 - INFO - [51200/66739] Loss : 1.0724
|
| 652 |
+
2024-05-21 04:26:16,251 - INFO - [66560/66739] Loss : 1.0731
|
| 653 |
+
2024-05-21 04:26:19,384 - INFO - Test loss : 0.5352
|
| 654 |
+
2024-05-21 04:26:19,384 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-21 04:26:57,633 - INFO - [51200/66739] Loss : 1.0711
|
| 657 |
+
2024-05-21 04:27:08,220 - INFO - [66560/66739] Loss : 1.0724
|
| 658 |
+
2024-05-21 04:27:11,460 - INFO - Test loss : 0.5329
|
| 659 |
+
2024-05-21 04:27:11,461 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-21 04:27:49,568 - INFO - [51200/66739] Loss : 1.0747
|
| 662 |
+
2024-05-21 04:28:00,244 - INFO - [66560/66739] Loss : 1.0729
|
| 663 |
+
2024-05-21 04:28:03,484 - INFO - Test loss : 0.5311
|
| 664 |
+
2024-05-21 04:28:03,484 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-21 04:28:41,847 - INFO - [51200/66739] Loss : 1.0735
|
| 667 |
+
2024-05-21 04:28:52,488 - INFO - [66560/66739] Loss : 1.0716
|
| 668 |
+
2024-05-21 04:28:55,765 - INFO - Test loss : 0.5306
|
| 669 |
+
2024-05-21 04:28:55,765 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-21 04:29:33,172 - INFO - [51200/66739] Loss : 1.0716
|
| 672 |
+
2024-05-21 04:29:43,612 - INFO - [66560/66739] Loss : 1.0726
|
| 673 |
+
2024-05-21 04:29:46,850 - INFO - Test loss : 0.5378
|
| 674 |
+
2024-05-21 04:29:46,850 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-21 04:30:25,158 - INFO - [51200/66739] Loss : 1.0710
|
| 677 |
+
2024-05-21 04:30:35,353 - INFO - [66560/66739] Loss : 1.0720
|
| 678 |
+
2024-05-21 04:30:38,588 - INFO - Test loss : 0.5305
|
| 679 |
+
2024-05-21 04:30:38,589 - INFO - Saving output model to ../models/wrap/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 680 |
+
2024-05-21 04:30:38,602 - INFO - Saving output model to ../models/wrap/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 681 |
+
2024-05-21 04:30:38,628 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-21 04:30:38,635 - INFO - (17798,)
|
| 684 |
+
2024-05-21 04:30:38,729 - INFO - Split ID: 0
|
| 685 |
+
2024-05-21 04:30:38,729 - INFO - Top 1 acc (%): 50.15
|
| 686 |
+
2024-05-21 04:30:38,729 - INFO - Top 3 acc (%): 73.9
|
| 687 |
+
2024-05-21 04:30:38,730 - INFO - Top 5 acc (%): 82.45
|
| 688 |
+
2024-05-21 04:30:38,730 - INFO - Top 10 acc (%): 91.06
|
| 689 |
+
2024-05-21 04:30:52,616 - INFO - Split ID: 0
|
| 690 |
+
2024-05-21 04:30:52,616 - INFO - Top 1 acc (%): 51.03
|
| 691 |
+
2024-05-21 04:30:52,616 - INFO - Top 3 acc (%): 75.06
|
| 692 |
+
2024-05-21 04:30:52,617 - INFO - Top 5 acc (%): 83.68
|
| 693 |
+
2024-05-21 04:30:52,617 - INFO - Top 10 acc (%): 92.04
|
| 694 |
+
2024-05-21 04:30:52,618 - INFO -
|
| 695 |
+
wrap
|
| 696 |
+
2024-05-21 04:30:52,618 - INFO - Model : model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 697 |
+
2024-05-21 04:30:52,647 - INFO - (4449,)
|
| 698 |
+
2024-05-21 04:30:52,670 - INFO - Split ID: 0
|
| 699 |
+
2024-05-21 04:30:52,671 - INFO - Top 1 LocEnc acc (%): 9.55
|
| 700 |
+
2024-05-21 04:30:52,671 - INFO - Top 3 LocEnc acc (%): 19.51
|
| 701 |
+
2024-05-21 04:30:52,671 - INFO - Top 5 LocEnc acc (%): 27.69
|
| 702 |
+
2024-05-21 04:30:52,671 - INFO - Top 10 LocEnc acc (%): 41.25
|
| 703 |
+
2024-05-27 16:50:59,915 - INFO -
|
| 704 |
+
num_classes 100
|
| 705 |
+
2024-05-27 16:51:00,039 - INFO - num train 66739
|
| 706 |
+
2024-05-27 16:51:00,039 - INFO - num val 4449
|
| 707 |
+
2024-05-27 16:51:00,039 - INFO - train loss full_loss
|
| 708 |
+
2024-05-27 16:51:00,039 - INFO - model name ../models/wrap/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 709 |
+
2024-05-27 16:51:00,039 - INFO - num users 1
|
| 710 |
+
2024-05-27 16:51:00,350 - INFO -
|
| 711 |
+
Epoch 0
|
| 712 |
+
2024-05-27 16:53:49,826 - INFO - [51200/66739] Loss : 1.3586
|
| 713 |
+
2024-05-27 16:54:36,757 - INFO - [66560/66739] Loss : 1.3344
|
| 714 |
+
2024-05-27 16:54:51,387 - INFO - Test loss : 0.6142
|
| 715 |
+
2024-05-27 16:54:51,388 - INFO -
|
| 716 |
+
Epoch 1
|
| 717 |
+
2024-05-27 16:57:42,188 - INFO - [51200/66739] Loss : 1.2363
|
| 718 |
+
2024-05-27 16:58:29,030 - INFO - [66560/66739] Loss : 1.2342
|
| 719 |
+
2024-05-27 16:58:43,166 - INFO - Test loss : 0.5981
|
| 720 |
+
2024-05-27 16:58:43,167 - INFO -
|
| 721 |
+
Epoch 2
|
| 722 |
+
2024-05-27 17:01:33,142 - INFO - [51200/66739] Loss : 1.2198
|
| 723 |
+
2024-05-27 17:02:20,807 - INFO - [66560/66739] Loss : 1.2190
|
| 724 |
+
2024-05-27 17:02:34,401 - INFO - Test loss : 0.5887
|
| 725 |
+
2024-05-27 17:02:34,401 - INFO -
|
| 726 |
+
Epoch 3
|
| 727 |
+
2024-05-27 17:05:13,714 - INFO - [51200/66739] Loss : 1.2089
|
| 728 |
+
2024-05-27 17:05:57,690 - INFO - [66560/66739] Loss : 1.2068
|
| 729 |
+
2024-05-27 17:06:11,050 - INFO - Test loss : 0.5833
|
| 730 |
+
2024-05-27 17:06:11,050 - INFO -
|
| 731 |
+
Epoch 4
|
| 732 |
+
2024-05-27 17:08:46,171 - INFO - [51200/66739] Loss : 1.1955
|
| 733 |
+
2024-05-27 17:09:26,321 - INFO - [66560/66739] Loss : 1.1954
|
| 734 |
+
2024-05-27 17:09:38,643 - INFO - Test loss : 0.5692
|
| 735 |
+
2024-05-27 17:09:38,644 - INFO -
|
| 736 |
+
Epoch 5
|
| 737 |
+
2024-05-27 17:12:08,223 - INFO - [51200/66739] Loss : 1.1860
|
| 738 |
+
2024-05-27 17:12:51,365 - INFO - [66560/66739] Loss : 1.1850
|
| 739 |
+
2024-05-27 17:13:04,647 - INFO - Test loss : 0.5646
|
| 740 |
+
2024-05-27 17:13:04,648 - INFO -
|
| 741 |
+
Epoch 6
|
| 742 |
+
2024-05-27 17:15:41,765 - INFO - [51200/66739] Loss : 1.1767
|
| 743 |
+
2024-05-27 17:16:25,714 - INFO - [66560/66739] Loss : 1.1763
|
| 744 |
+
2024-05-27 17:16:39,043 - INFO - Test loss : 0.5613
|
| 745 |
+
2024-05-27 17:16:39,043 - INFO -
|
| 746 |
+
Epoch 7
|
| 747 |
+
2024-05-27 17:19:14,841 - INFO - [51200/66739] Loss : 1.1698
|
| 748 |
+
2024-05-27 17:19:58,079 - INFO - [66560/66739] Loss : 1.1685
|
| 749 |
+
2024-05-27 17:20:11,264 - INFO - Test loss : 0.5590
|
| 750 |
+
2024-05-27 17:20:11,264 - INFO -
|
| 751 |
+
Epoch 8
|
| 752 |
+
2024-05-27 17:22:48,033 - INFO - [51200/66739] Loss : 1.1637
|
| 753 |
+
2024-05-27 17:23:30,470 - INFO - [66560/66739] Loss : 1.1625
|
| 754 |
+
2024-05-27 17:23:42,685 - INFO - Test loss : 0.5620
|
| 755 |
+
2024-05-27 17:23:42,685 - INFO -
|
| 756 |
+
Epoch 9
|
| 757 |
+
2024-05-27 17:26:25,066 - INFO - [51200/66739] Loss : 1.1567
|
| 758 |
+
2024-05-27 17:27:12,077 - INFO - [66560/66739] Loss : 1.1578
|
| 759 |
+
2024-05-27 17:27:26,518 - INFO - Test loss : 0.5576
|
| 760 |
+
2024-05-27 17:27:26,519 - INFO -
|
| 761 |
+
Epoch 10
|
| 762 |
+
2024-05-27 17:30:15,368 - INFO - [51200/66739] Loss : 1.1548
|
| 763 |
+
2024-05-27 17:31:02,004 - INFO - [66560/66739] Loss : 1.1540
|
| 764 |
+
2024-05-27 17:31:15,191 - INFO - Test loss : 0.5556
|
| 765 |
+
2024-05-27 17:31:15,191 - INFO -
|
| 766 |
+
Epoch 11
|
| 767 |
+
2024-05-27 17:33:50,719 - INFO - [51200/66739] Loss : 1.1494
|
| 768 |
+
2024-05-27 17:34:34,080 - INFO - [66560/66739] Loss : 1.1478
|
| 769 |
+
2024-05-27 17:34:47,484 - INFO - Test loss : 0.5519
|
| 770 |
+
2024-05-27 17:34:47,484 - INFO -
|
| 771 |
+
Epoch 12
|
| 772 |
+
2024-05-27 17:37:23,280 - INFO - [51200/66739] Loss : 1.1495
|
| 773 |
+
2024-05-27 17:38:06,152 - INFO - [66560/66739] Loss : 1.1483
|
| 774 |
+
2024-05-27 17:38:19,217 - INFO - Test loss : 0.5561
|
| 775 |
+
2024-05-27 17:38:19,218 - INFO -
|
| 776 |
+
Epoch 13
|
| 777 |
+
2024-05-27 17:40:55,256 - INFO - [51200/66739] Loss : 1.1450
|
| 778 |
+
2024-05-27 17:41:38,766 - INFO - [66560/66739] Loss : 1.1445
|
| 779 |
+
2024-05-27 17:41:51,979 - INFO - Test loss : 0.5559
|
| 780 |
+
2024-05-27 17:41:51,980 - INFO -
|
| 781 |
+
Epoch 14
|
| 782 |
+
2024-05-27 17:44:25,532 - INFO - [51200/66739] Loss : 1.1397
|
| 783 |
+
2024-05-27 17:45:09,050 - INFO - [66560/66739] Loss : 1.1403
|
| 784 |
+
2024-05-27 17:45:22,508 - INFO - Test loss : 0.5511
|
| 785 |
+
2024-05-27 17:45:22,508 - INFO -
|
| 786 |
+
Epoch 15
|
| 787 |
+
2024-05-27 17:47:58,692 - INFO - [51200/66739] Loss : 1.1388
|
| 788 |
+
2024-05-27 17:48:41,836 - INFO - [66560/66739] Loss : 1.1385
|
| 789 |
+
2024-05-27 17:48:55,026 - INFO - Test loss : 0.5482
|
| 790 |
+
2024-05-27 17:48:55,027 - INFO -
|
| 791 |
+
Epoch 16
|
| 792 |
+
2024-05-27 17:51:30,453 - INFO - [51200/66739] Loss : 1.1332
|
| 793 |
+
2024-05-27 17:52:13,657 - INFO - [66560/66739] Loss : 1.1344
|
| 794 |
+
2024-05-27 17:52:27,022 - INFO - Test loss : 0.5514
|
| 795 |
+
2024-05-27 17:52:27,023 - INFO -
|
| 796 |
+
Epoch 17
|
| 797 |
+
2024-05-27 17:55:11,972 - INFO - [51200/66739] Loss : 1.1336
|
| 798 |
+
2024-05-27 17:55:58,420 - INFO - [66560/66739] Loss : 1.1335
|
| 799 |
+
2024-05-27 17:56:12,545 - INFO - Test loss : 0.5506
|
| 800 |
+
2024-05-27 17:56:12,546 - INFO -
|
| 801 |
+
Epoch 18
|
| 802 |
+
2024-05-27 17:59:01,628 - INFO - [51200/66739] Loss : 1.1308
|
| 803 |
+
2024-05-27 17:59:48,690 - INFO - [66560/66739] Loss : 1.1313
|
| 804 |
+
2024-05-27 18:00:02,979 - INFO - Test loss : 0.5491
|
| 805 |
+
2024-05-27 18:00:02,979 - INFO -
|
| 806 |
+
Epoch 19
|
| 807 |
+
2024-05-27 18:02:50,162 - INFO - [51200/66739] Loss : 1.1285
|
| 808 |
+
2024-05-27 18:03:37,046 - INFO - [66560/66739] Loss : 1.1287
|
| 809 |
+
2024-05-27 18:03:51,553 - INFO - Test loss : 0.5451
|
| 810 |
+
2024-05-27 18:03:51,553 - INFO -
|
| 811 |
+
Epoch 20
|
| 812 |
+
2024-05-27 18:06:40,296 - INFO - [51200/66739] Loss : 1.1270
|
| 813 |
+
2024-05-27 18:07:27,006 - INFO - [66560/66739] Loss : 1.1275
|
| 814 |
+
2024-05-27 18:07:41,278 - INFO - Test loss : 0.5446
|
| 815 |
+
2024-05-27 18:07:41,278 - INFO -
|
| 816 |
+
Epoch 21
|
| 817 |
+
2024-05-27 18:10:29,329 - INFO - [51200/66739] Loss : 1.1259
|
| 818 |
+
2024-05-27 18:11:16,781 - INFO - [66560/66739] Loss : 1.1246
|
| 819 |
+
2024-05-27 18:11:31,230 - INFO - Test loss : 0.5481
|
| 820 |
+
2024-05-27 18:11:31,230 - INFO -
|
| 821 |
+
Epoch 22
|
| 822 |
+
2024-05-27 18:14:19,731 - INFO - [51200/66739] Loss : 1.1222
|
| 823 |
+
2024-05-27 18:15:06,480 - INFO - [66560/66739] Loss : 1.1226
|
| 824 |
+
2024-05-27 18:15:20,795 - INFO - Test loss : 0.5442
|
| 825 |
+
2024-05-27 18:15:20,795 - INFO -
|
| 826 |
+
Epoch 23
|
| 827 |
+
2024-05-27 18:18:20,218 - INFO - [51200/66739] Loss : 1.1222
|
| 828 |
+
2024-05-27 18:19:10,397 - INFO - [66560/66739] Loss : 1.1211
|
| 829 |
+
2024-05-27 18:19:25,794 - INFO - Test loss : 0.5448
|
| 830 |
+
2024-05-27 18:19:25,795 - INFO -
|
| 831 |
+
Epoch 24
|
| 832 |
+
2024-05-27 18:22:27,226 - INFO - [51200/66739] Loss : 1.1169
|
| 833 |
+
2024-05-27 18:23:17,309 - INFO - [66560/66739] Loss : 1.1182
|
| 834 |
+
2024-05-27 18:23:32,590 - INFO - Test loss : 0.5443
|
| 835 |
+
2024-05-27 18:23:32,590 - INFO -
|
| 836 |
+
Epoch 25
|
| 837 |
+
2024-05-27 18:26:32,456 - INFO - [51200/66739] Loss : 1.1176
|
| 838 |
+
2024-05-27 18:27:24,412 - INFO - [66560/66739] Loss : 1.1176
|
| 839 |
+
2024-05-27 18:27:40,957 - INFO - Test loss : 0.5457
|
| 840 |
+
2024-05-27 18:27:40,957 - INFO -
|
| 841 |
+
Epoch 26
|
| 842 |
+
2024-05-27 18:30:53,861 - INFO - [51200/66739] Loss : 1.1194
|
| 843 |
+
2024-05-27 18:31:47,438 - INFO - [66560/66739] Loss : 1.1178
|
| 844 |
+
2024-05-27 18:32:03,822 - INFO - Test loss : 0.5456
|
| 845 |
+
2024-05-27 18:32:03,822 - INFO -
|
| 846 |
+
Epoch 27
|
| 847 |
+
2024-05-27 18:35:17,868 - INFO - [51200/66739] Loss : 1.1147
|
| 848 |
+
2024-05-27 18:36:11,684 - INFO - [66560/66739] Loss : 1.1156
|
| 849 |
+
2024-05-27 18:36:28,161 - INFO - Test loss : 0.5435
|
| 850 |
+
2024-05-27 18:36:28,161 - INFO -
|
| 851 |
+
Epoch 28
|
| 852 |
+
2024-05-27 18:39:40,724 - INFO - [51200/66739] Loss : 1.1142
|
| 853 |
+
2024-05-27 18:40:34,170 - INFO - [66560/66739] Loss : 1.1142
|
| 854 |
+
2024-05-27 18:40:50,630 - INFO - Test loss : 0.5429
|
| 855 |
+
2024-05-27 18:40:50,630 - INFO -
|
| 856 |
+
Epoch 29
|
| 857 |
+
2024-05-27 18:44:04,523 - INFO - [51200/66739] Loss : 1.1123
|
| 858 |
+
2024-05-27 18:44:58,116 - INFO - [66560/66739] Loss : 1.1126
|
| 859 |
+
2024-05-27 18:45:14,550 - INFO - Test loss : 0.5386
|
| 860 |
+
2024-05-27 18:45:14,550 - INFO -
|
| 861 |
+
Epoch 30
|
| 862 |
+
2024-05-27 18:48:27,323 - INFO - [51200/66739] Loss : 1.1106
|
| 863 |
+
2024-05-27 18:49:21,465 - INFO - [66560/66739] Loss : 1.1106
|
| 864 |
+
2024-05-27 18:49:38,029 - INFO - Test loss : 0.5394
|
| 865 |
+
2024-05-27 18:49:38,029 - INFO -
|
| 866 |
+
Epoch 31
|
| 867 |
+
2024-05-27 18:52:51,180 - INFO - [51200/66739] Loss : 1.1071
|
| 868 |
+
2024-05-27 18:53:44,749 - INFO - [66560/66739] Loss : 1.1085
|
| 869 |
+
2024-05-27 18:54:00,268 - INFO - Test loss : 0.5468
|
| 870 |
+
2024-05-27 18:54:00,268 - INFO -
|
| 871 |
+
Epoch 32
|
| 872 |
+
2024-05-27 18:57:07,950 - INFO - [51200/66739] Loss : 1.1057
|
| 873 |
+
2024-05-27 18:58:02,550 - INFO - [66560/66739] Loss : 1.1063
|
| 874 |
+
2024-05-27 18:58:19,217 - INFO - Test loss : 0.5378
|
| 875 |
+
2024-05-27 18:58:19,218 - INFO -
|
| 876 |
+
Epoch 33
|
| 877 |
+
2024-05-27 19:01:34,332 - INFO - [51200/66739] Loss : 1.1063
|
| 878 |
+
2024-05-27 19:02:27,710 - INFO - [66560/66739] Loss : 1.1061
|
| 879 |
+
2024-05-27 19:02:44,145 - INFO - Test loss : 0.5428
|
| 880 |
+
2024-05-27 19:02:44,145 - INFO -
|
| 881 |
+
Epoch 34
|
| 882 |
+
2024-05-27 19:05:58,157 - INFO - [51200/66739] Loss : 1.1060
|
| 883 |
+
2024-05-27 19:06:51,696 - INFO - [66560/66739] Loss : 1.1058
|
| 884 |
+
2024-05-27 19:07:08,076 - INFO - Test loss : 0.5445
|
| 885 |
+
2024-05-27 19:07:08,077 - INFO -
|
| 886 |
+
Epoch 35
|
| 887 |
+
2024-05-27 19:10:19,846 - INFO - [51200/66739] Loss : 1.1040
|
| 888 |
+
2024-05-27 19:11:10,427 - INFO - [66560/66739] Loss : 1.1036
|
| 889 |
+
2024-05-27 19:11:25,893 - INFO - Test loss : 0.5410
|
| 890 |
+
2024-05-27 19:11:25,893 - INFO -
|
| 891 |
+
Epoch 36
|
| 892 |
+
2024-05-27 19:14:26,313 - INFO - [51200/66739] Loss : 1.1030
|
| 893 |
+
2024-05-27 19:15:16,279 - INFO - [66560/66739] Loss : 1.1023
|
| 894 |
+
2024-05-27 19:15:31,591 - INFO - Test loss : 0.5360
|
| 895 |
+
2024-05-27 19:15:31,592 - INFO -
|
| 896 |
+
Epoch 37
|
| 897 |
+
2024-05-27 19:18:32,056 - INFO - [51200/66739] Loss : 1.1013
|
| 898 |
+
2024-05-27 19:19:22,357 - INFO - [66560/66739] Loss : 1.1009
|
| 899 |
+
2024-05-27 19:19:37,622 - INFO - Test loss : 0.5381
|
| 900 |
+
2024-05-27 19:19:37,622 - INFO -
|
| 901 |
+
Epoch 38
|
| 902 |
+
2024-05-27 19:22:36,904 - INFO - [51200/66739] Loss : 1.0996
|
| 903 |
+
2024-05-27 19:23:26,749 - INFO - [66560/66739] Loss : 1.1001
|
| 904 |
+
2024-05-27 19:23:42,147 - INFO - Test loss : 0.5397
|
| 905 |
+
2024-05-27 19:23:42,147 - INFO -
|
| 906 |
+
Epoch 39
|
| 907 |
+
2024-05-27 19:26:43,476 - INFO - [51200/66739] Loss : 1.1004
|
| 908 |
+
2024-05-27 19:27:33,511 - INFO - [66560/66739] Loss : 1.0998
|
| 909 |
+
2024-05-27 19:27:48,828 - INFO - Test loss : 0.5407
|
| 910 |
+
2024-05-27 19:27:48,828 - INFO -
|
| 911 |
+
Epoch 40
|
| 912 |
+
2024-05-27 19:30:49,264 - INFO - [51200/66739] Loss : 1.0973
|
| 913 |
+
2024-05-27 19:31:39,559 - INFO - [66560/66739] Loss : 1.0981
|
| 914 |
+
2024-05-27 19:31:54,854 - INFO - Test loss : 0.5372
|
| 915 |
+
2024-05-27 19:31:54,854 - INFO -
|
| 916 |
+
Epoch 41
|
| 917 |
+
2024-05-27 19:34:55,733 - INFO - [51200/66739] Loss : 1.0986
|
| 918 |
+
2024-05-27 19:35:46,027 - INFO - [66560/66739] Loss : 1.0978
|
| 919 |
+
2024-05-27 19:36:01,344 - INFO - Test loss : 0.5409
|
| 920 |
+
2024-05-27 19:36:01,344 - INFO -
|
| 921 |
+
Epoch 42
|
| 922 |
+
2024-05-27 19:39:01,759 - INFO - [51200/66739] Loss : 1.0989
|
| 923 |
+
2024-05-27 19:39:51,814 - INFO - [66560/66739] Loss : 1.0977
|
| 924 |
+
2024-05-27 19:40:07,200 - INFO - Test loss : 0.5358
|
| 925 |
+
2024-05-27 19:40:07,200 - INFO -
|
| 926 |
+
Epoch 43
|
| 927 |
+
2024-05-27 19:43:08,264 - INFO - [51200/66739] Loss : 1.0958
|
| 928 |
+
2024-05-27 19:43:58,052 - INFO - [66560/66739] Loss : 1.0959
|
| 929 |
+
2024-05-27 19:44:13,380 - INFO - Test loss : 0.5467
|
| 930 |
+
2024-05-27 19:44:13,381 - INFO -
|
| 931 |
+
Epoch 44
|
| 932 |
+
2024-05-27 19:47:04,735 - INFO - [51200/66739] Loss : 1.0949
|
| 933 |
+
2024-05-27 19:47:51,313 - INFO - [66560/66739] Loss : 1.0949
|
| 934 |
+
2024-05-27 19:48:05,515 - INFO - Test loss : 0.5457
|
| 935 |
+
2024-05-27 19:48:05,516 - INFO -
|
| 936 |
+
Epoch 45
|
| 937 |
+
2024-05-27 19:50:52,865 - INFO - [51200/66739] Loss : 1.0987
|
| 938 |
+
2024-05-27 19:51:39,090 - INFO - [66560/66739] Loss : 1.0963
|
| 939 |
+
2024-05-27 19:51:53,265 - INFO - Test loss : 0.5748
|
| 940 |
+
2024-05-27 19:51:53,265 - INFO -
|
| 941 |
+
Epoch 46
|
| 942 |
+
2024-05-27 19:54:41,005 - INFO - [51200/66739] Loss : 1.0936
|
| 943 |
+
2024-05-27 19:55:28,054 - INFO - [66560/66739] Loss : 1.0931
|
| 944 |
+
2024-05-27 19:55:42,310 - INFO - Test loss : 0.5366
|
| 945 |
+
2024-05-27 19:55:42,310 - INFO -
|
| 946 |
+
Epoch 47
|
| 947 |
+
2024-05-27 19:58:29,006 - INFO - [51200/66739] Loss : 1.0918
|
| 948 |
+
2024-05-27 19:59:15,453 - INFO - [66560/66739] Loss : 1.0923
|
| 949 |
+
2024-05-27 19:59:29,713 - INFO - Test loss : 0.5436
|
| 950 |
+
2024-05-27 19:59:29,713 - INFO -
|
| 951 |
+
Epoch 48
|
| 952 |
+
2024-05-27 20:02:07,869 - INFO - [51200/66739] Loss : 1.0906
|
| 953 |
+
2024-05-27 20:02:50,488 - INFO - [66560/66739] Loss : 1.0922
|
| 954 |
+
2024-05-27 20:03:03,542 - INFO - Test loss : 0.5452
|
| 955 |
+
2024-05-27 20:03:03,542 - INFO -
|
| 956 |
+
Epoch 49
|
| 957 |
+
2024-05-27 20:05:37,685 - INFO - [51200/66739] Loss : 1.0917
|
| 958 |
+
2024-05-27 20:06:19,843 - INFO - [66560/66739] Loss : 1.0922
|
| 959 |
+
2024-05-27 20:06:30,885 - INFO - Test loss : 0.5359
|
| 960 |
+
2024-05-27 20:06:30,885 - INFO -
|
| 961 |
+
Epoch 50
|
| 962 |
+
2024-05-27 20:08:58,153 - INFO - [51200/66739] Loss : 1.0894
|
| 963 |
+
2024-05-27 20:09:41,682 - INFO - [66560/66739] Loss : 1.0900
|
| 964 |
+
2024-05-27 20:09:54,904 - INFO - Test loss : 0.5502
|
| 965 |
+
2024-05-27 20:09:54,904 - INFO -
|
| 966 |
+
Epoch 51
|
| 967 |
+
2024-05-27 20:12:31,355 - INFO - [51200/66739] Loss : 1.0908
|
| 968 |
+
2024-05-27 20:13:14,769 - INFO - [66560/66739] Loss : 1.0907
|
| 969 |
+
2024-05-27 20:13:27,911 - INFO - Test loss : 0.5515
|
| 970 |
+
2024-05-27 20:13:27,911 - INFO -
|
| 971 |
+
Epoch 52
|
| 972 |
+
2024-05-27 20:16:01,700 - INFO - [51200/66739] Loss : 1.0899
|
| 973 |
+
2024-05-27 20:16:44,494 - INFO - [66560/66739] Loss : 1.0881
|
| 974 |
+
2024-05-27 20:16:57,625 - INFO - Test loss : 0.5460
|
| 975 |
+
2024-05-27 20:16:57,626 - INFO -
|
| 976 |
+
Epoch 53
|
| 977 |
+
2024-05-27 20:19:32,997 - INFO - [51200/66739] Loss : 1.0870
|
| 978 |
+
2024-05-27 20:20:15,901 - INFO - [66560/66739] Loss : 1.0865
|
| 979 |
+
2024-05-27 20:20:28,982 - INFO - Test loss : 0.5407
|
| 980 |
+
2024-05-27 20:20:28,982 - INFO -
|
| 981 |
+
Epoch 54
|
| 982 |
+
2024-05-27 20:23:03,081 - INFO - [51200/66739] Loss : 1.0876
|
| 983 |
+
2024-05-27 20:23:46,461 - INFO - [66560/66739] Loss : 1.0879
|
| 984 |
+
2024-05-27 20:23:59,766 - INFO - Test loss : 0.5366
|
| 985 |
+
2024-05-27 20:23:59,766 - INFO -
|
| 986 |
+
Epoch 55
|
| 987 |
+
2024-05-27 20:26:35,501 - INFO - [51200/66739] Loss : 1.0863
|
| 988 |
+
2024-05-27 20:27:18,361 - INFO - [66560/66739] Loss : 1.0867
|
| 989 |
+
2024-05-27 20:27:31,475 - INFO - Test loss : 0.5407
|
| 990 |
+
2024-05-27 20:27:31,475 - INFO -
|
| 991 |
+
Epoch 56
|
| 992 |
+
2024-05-27 20:30:06,509 - INFO - [51200/66739] Loss : 1.0836
|
| 993 |
+
2024-05-27 20:30:49,853 - INFO - [66560/66739] Loss : 1.0847
|
| 994 |
+
2024-05-27 20:31:02,976 - INFO - Test loss : 0.5555
|
| 995 |
+
2024-05-27 20:31:02,976 - INFO -
|
| 996 |
+
Epoch 57
|
| 997 |
+
2024-05-27 20:33:38,708 - INFO - [51200/66739] Loss : 1.0864
|
| 998 |
+
2024-05-27 20:34:21,593 - INFO - [66560/66739] Loss : 1.0870
|
| 999 |
+
2024-05-27 20:34:34,786 - INFO - Test loss : 0.5358
|
| 1000 |
+
2024-05-27 20:34:34,786 - INFO -
|
| 1001 |
+
Epoch 58
|
| 1002 |
+
2024-05-27 20:37:09,161 - INFO - [51200/66739] Loss : 1.0876
|
| 1003 |
+
2024-05-27 20:37:53,229 - INFO - [66560/66739] Loss : 1.0865
|
| 1004 |
+
2024-05-27 20:38:06,757 - INFO - Test loss : 0.5508
|
| 1005 |
+
2024-05-27 20:38:06,757 - INFO -
|
| 1006 |
+
Epoch 59
|
| 1007 |
+
2024-05-27 20:40:42,731 - INFO - [51200/66739] Loss : 1.0835
|
| 1008 |
+
2024-05-27 20:41:25,574 - INFO - [66560/66739] Loss : 1.0837
|
| 1009 |
+
2024-05-27 20:41:38,682 - INFO - Test loss : 0.5385
|
| 1010 |
+
2024-05-27 20:41:38,683 - INFO -
|
| 1011 |
+
Epoch 60
|
| 1012 |
+
2024-05-27 20:44:14,618 - INFO - [51200/66739] Loss : 1.0832
|
| 1013 |
+
2024-05-27 20:44:58,339 - INFO - [66560/66739] Loss : 1.0851
|
| 1014 |
+
2024-05-27 20:45:11,639 - INFO - Test loss : 0.5637
|
| 1015 |
+
2024-05-27 20:45:11,639 - INFO -
|
| 1016 |
+
Epoch 61
|
| 1017 |
+
2024-05-27 20:47:46,108 - INFO - [51200/66739] Loss : 1.0837
|
| 1018 |
+
2024-05-27 20:48:28,798 - INFO - [66560/66739] Loss : 1.0832
|
| 1019 |
+
2024-05-27 20:48:41,880 - INFO - Test loss : 0.5429
|
| 1020 |
+
2024-05-27 20:48:41,880 - INFO -
|
| 1021 |
+
Epoch 62
|
| 1022 |
+
2024-05-27 20:51:18,769 - INFO - [51200/66739] Loss : 1.0842
|
| 1023 |
+
2024-05-27 20:52:01,418 - INFO - [66560/66739] Loss : 1.0838
|
| 1024 |
+
2024-05-27 20:52:14,472 - INFO - Test loss : 0.5526
|
| 1025 |
+
2024-05-27 20:52:14,473 - INFO -
|
| 1026 |
+
Epoch 63
|
| 1027 |
+
2024-05-27 20:54:48,436 - INFO - [51200/66739] Loss : 1.0821
|
| 1028 |
+
2024-05-27 20:55:32,137 - INFO - [66560/66739] Loss : 1.0827
|
| 1029 |
+
2024-05-27 20:55:45,490 - INFO - Test loss : 0.5457
|
| 1030 |
+
2024-05-27 20:55:45,491 - INFO -
|
| 1031 |
+
Epoch 64
|
| 1032 |
+
2024-05-27 20:58:20,766 - INFO - [51200/66739] Loss : 1.0810
|
| 1033 |
+
2024-05-27 20:59:06,498 - INFO - [66560/66739] Loss : 1.0810
|
| 1034 |
+
2024-05-27 20:59:20,730 - INFO - Test loss : 0.5404
|
| 1035 |
+
2024-05-27 20:59:20,730 - INFO -
|
| 1036 |
+
Epoch 65
|
| 1037 |
+
2024-05-27 21:02:08,668 - INFO - [51200/66739] Loss : 1.0793
|
| 1038 |
+
2024-05-27 21:02:55,747 - INFO - [66560/66739] Loss : 1.0809
|
| 1039 |
+
2024-05-27 21:03:10,167 - INFO - Test loss : 0.5389
|
| 1040 |
+
2024-05-27 21:03:10,167 - INFO -
|
| 1041 |
+
Epoch 66
|
| 1042 |
+
2024-05-27 21:05:47,299 - INFO - [51200/66739] Loss : 1.0832
|
| 1043 |
+
2024-05-27 21:06:33,443 - INFO - [66560/66739] Loss : 1.0833
|
| 1044 |
+
2024-05-27 21:06:47,543 - INFO - Test loss : 0.5516
|
| 1045 |
+
2024-05-27 21:06:47,543 - INFO -
|
| 1046 |
+
Epoch 67
|
| 1047 |
+
2024-05-27 21:09:36,936 - INFO - [51200/66739] Loss : 1.0801
|
| 1048 |
+
2024-05-27 21:10:23,290 - INFO - [66560/66739] Loss : 1.0799
|
| 1049 |
+
2024-05-27 21:10:37,467 - INFO - Test loss : 0.5464
|
| 1050 |
+
2024-05-27 21:10:37,467 - INFO -
|
| 1051 |
+
Epoch 68
|
| 1052 |
+
2024-05-27 21:13:24,456 - INFO - [51200/66739] Loss : 1.0803
|
| 1053 |
+
2024-05-27 21:14:11,522 - INFO - [66560/66739] Loss : 1.0799
|
| 1054 |
+
2024-05-27 21:14:25,930 - INFO - Test loss : 0.5498
|
| 1055 |
+
2024-05-27 21:14:25,931 - INFO -
|
| 1056 |
+
Epoch 69
|
| 1057 |
+
2024-05-27 21:17:14,203 - INFO - [51200/66739] Loss : 1.0798
|
| 1058 |
+
2024-05-27 21:18:00,910 - INFO - [66560/66739] Loss : 1.0790
|
| 1059 |
+
2024-05-27 21:18:15,195 - INFO - Test loss : 0.5385
|
| 1060 |
+
2024-05-27 21:18:15,195 - INFO -
|
| 1061 |
+
Epoch 70
|
| 1062 |
+
2024-05-27 21:21:03,665 - INFO - [51200/66739] Loss : 1.0759
|
| 1063 |
+
2024-05-27 21:21:50,866 - INFO - [66560/66739] Loss : 1.0783
|
| 1064 |
+
2024-05-27 21:22:05,277 - INFO - Test loss : 0.5571
|
| 1065 |
+
2024-05-27 21:22:05,277 - INFO -
|
| 1066 |
+
Epoch 71
|
| 1067 |
+
2024-05-27 21:24:52,120 - INFO - [51200/66739] Loss : 1.0770
|
| 1068 |
+
2024-05-27 21:25:38,248 - INFO - [66560/66739] Loss : 1.0788
|
| 1069 |
+
2024-05-27 21:25:52,366 - INFO - Test loss : 0.5500
|
| 1070 |
+
2024-05-27 21:25:52,366 - INFO -
|
| 1071 |
+
Epoch 72
|
| 1072 |
+
2024-05-27 21:28:41,777 - INFO - [51200/66739] Loss : 1.0778
|
| 1073 |
+
2024-05-27 21:29:28,344 - INFO - [66560/66739] Loss : 1.0773
|
| 1074 |
+
2024-05-27 21:29:42,399 - INFO - Test loss : 0.5568
|
| 1075 |
+
2024-05-27 21:29:42,399 - INFO -
|
| 1076 |
+
Epoch 73
|
| 1077 |
+
2024-05-27 21:32:41,202 - INFO - [51200/66739] Loss : 1.0761
|
| 1078 |
+
2024-05-27 21:33:31,794 - INFO - [66560/66739] Loss : 1.0773
|
| 1079 |
+
2024-05-27 21:33:47,274 - INFO - Test loss : 0.5421
|
| 1080 |
+
2024-05-27 21:33:47,275 - INFO -
|
| 1081 |
+
Epoch 74
|
| 1082 |
+
2024-05-27 21:36:48,014 - INFO - [51200/66739] Loss : 1.0772
|
| 1083 |
+
2024-05-27 21:37:38,064 - INFO - [66560/66739] Loss : 1.0759
|
| 1084 |
+
2024-05-27 21:37:53,364 - INFO - Test loss : 0.5500
|
| 1085 |
+
2024-05-27 21:37:53,364 - INFO -
|
| 1086 |
+
Epoch 75
|
| 1087 |
+
2024-05-27 21:40:54,002 - INFO - [51200/66739] Loss : 1.0769
|
| 1088 |
+
2024-05-27 21:41:44,688 - INFO - [66560/66739] Loss : 1.0767
|
| 1089 |
+
2024-05-27 21:42:00,218 - INFO - Test loss : 0.5363
|
| 1090 |
+
2024-05-27 21:42:00,218 - INFO -
|
| 1091 |
+
Epoch 76
|
| 1092 |
+
2024-05-27 21:45:00,512 - INFO - [51200/66739] Loss : 1.0764
|
| 1093 |
+
2024-05-27 21:45:50,528 - INFO - [66560/66739] Loss : 1.0765
|
| 1094 |
+
2024-05-27 21:46:05,818 - INFO - Test loss : 0.5655
|
| 1095 |
+
2024-05-27 21:46:05,818 - INFO -
|
| 1096 |
+
Epoch 77
|
| 1097 |
+
2024-05-27 21:49:07,829 - INFO - [51200/66739] Loss : 1.0728
|
| 1098 |
+
2024-05-27 21:49:58,102 - INFO - [66560/66739] Loss : 1.0755
|
| 1099 |
+
2024-05-27 21:50:13,606 - INFO - Test loss : 0.5571
|
| 1100 |
+
2024-05-27 21:50:13,607 - INFO -
|
| 1101 |
+
Epoch 78
|
| 1102 |
+
2024-05-27 21:53:14,809 - INFO - [51200/66739] Loss : 1.0744
|
| 1103 |
+
2024-05-27 21:54:04,958 - INFO - [66560/66739] Loss : 1.0742
|
| 1104 |
+
2024-05-27 21:54:20,265 - INFO - Test loss : 0.5497
|
| 1105 |
+
2024-05-27 21:54:20,265 - INFO -
|
| 1106 |
+
Epoch 79
|
| 1107 |
+
2024-05-27 21:57:13,241 - INFO - [51200/66739] Loss : 1.0734
|
| 1108 |
+
2024-05-27 21:58:00,110 - INFO - [66560/66739] Loss : 1.0737
|
| 1109 |
+
2024-05-27 21:58:14,453 - INFO - Test loss : 0.5530
|
| 1110 |
+
2024-05-27 21:58:14,453 - INFO -
|
| 1111 |
+
Epoch 80
|
| 1112 |
+
2024-05-27 22:01:01,028 - INFO - [51200/66739] Loss : 1.0748
|
| 1113 |
+
2024-05-27 22:01:47,765 - INFO - [66560/66739] Loss : 1.0746
|
| 1114 |
+
2024-05-27 22:02:02,082 - INFO - Test loss : 0.5535
|
| 1115 |
+
2024-05-27 22:02:02,082 - INFO -
|
| 1116 |
+
Epoch 81
|
| 1117 |
+
2024-05-27 22:04:11,126 - INFO -
|
| 1118 |
+
num_classes 100
|
| 1119 |
+
2024-05-27 22:04:11,126 - INFO - num train 66739
|
| 1120 |
+
2024-05-27 22:04:11,126 - INFO - num val 4449
|
| 1121 |
+
2024-05-27 22:04:11,126 - INFO - train loss full_loss
|
| 1122 |
+
2024-05-27 22:04:11,126 - INFO - model name ../models/wrap/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 1123 |
+
2024-05-27 22:04:11,126 - INFO - num users 1
|
| 1124 |
+
2024-05-27 22:04:11,462 - INFO -
|
| 1125 |
+
Epoch 0
|
| 1126 |
+
2024-05-27 22:04:51,987 - INFO - [51200/66739] Loss : 1.0743
|
| 1127 |
+
2024-05-27 22:05:42,203 - INFO - [66560/66739] Loss : 1.0736
|
| 1128 |
+
2024-05-27 22:05:57,458 - INFO - Test loss : 0.5518
|
| 1129 |
+
2024-05-27 22:05:57,459 - INFO -
|
| 1130 |
+
Epoch 82
|
| 1131 |
+
2024-05-27 22:08:50,052 - INFO - [51200/66739] Loss : 1.0734
|
| 1132 |
+
2024-05-27 22:09:40,376 - INFO - [66560/66739] Loss : 1.0733
|
| 1133 |
+
2024-05-27 22:09:55,848 - INFO - Test loss : 0.5606
|
| 1134 |
+
2024-05-27 22:09:55,848 - INFO -
|
| 1135 |
+
Epoch 83
|
| 1136 |
+
2024-05-27 22:12:57,589 - INFO - [51200/66739] Loss : 1.0736
|
| 1137 |
+
2024-05-27 22:13:47,546 - INFO - [66560/66739] Loss : 1.0733
|
| 1138 |
+
2024-05-27 22:14:02,796 - INFO - Test loss : 0.5578
|
| 1139 |
+
2024-05-27 22:14:02,797 - INFO -
|
| 1140 |
+
Epoch 84
|
| 1141 |
+
2024-05-27 22:17:03,730 - INFO - [51200/66739] Loss : 1.0716
|
| 1142 |
+
2024-05-27 22:17:54,615 - INFO - [66560/66739] Loss : 1.0722
|
| 1143 |
+
2024-05-27 22:18:09,659 - INFO - Test loss : 0.5588
|
| 1144 |
+
2024-05-27 22:18:09,660 - INFO -
|
| 1145 |
+
Epoch 85
|
| 1146 |
+
2024-05-27 22:21:02,678 - INFO - [51200/66739] Loss : 1.0713
|
| 1147 |
+
2024-05-27 22:21:53,312 - INFO - [66560/66739] Loss : 1.0721
|
| 1148 |
+
2024-05-27 22:22:08,838 - INFO - Test loss : 0.5472
|
| 1149 |
+
2024-05-27 22:22:08,838 - INFO -
|
| 1150 |
+
Epoch 86
|
| 1151 |
+
2024-05-27 22:25:12,753 - INFO - [51200/66739] Loss : 1.0727
|
| 1152 |
+
2024-05-27 22:26:02,912 - INFO - [66560/66739] Loss : 1.0721
|
| 1153 |
+
2024-05-27 22:26:17,389 - INFO - Test loss : 0.5630
|
| 1154 |
+
2024-05-27 22:26:17,390 - INFO -
|
| 1155 |
+
Epoch 87
|
| 1156 |
+
2024-05-27 22:29:15,129 - INFO - [51200/66739] Loss : 1.0735
|
| 1157 |
+
2024-05-27 22:30:05,468 - INFO - [66560/66739] Loss : 1.0714
|
| 1158 |
+
2024-05-27 22:30:20,841 - INFO - Test loss : 0.5572
|
| 1159 |
+
2024-05-27 22:30:20,841 - INFO -
|
| 1160 |
+
Epoch 88
|
| 1161 |
+
2024-05-27 22:33:23,854 - INFO - [51200/66739] Loss : 1.0715
|
| 1162 |
+
2024-05-27 22:34:13,935 - INFO - [66560/66739] Loss : 1.0710
|
| 1163 |
+
2024-05-27 22:34:29,197 - INFO - Test loss : 0.5584
|
| 1164 |
+
2024-05-27 22:34:29,197 - INFO -
|
| 1165 |
+
Epoch 89
|
| 1166 |
+
2024-05-27 22:37:30,087 - INFO - [51200/66739] Loss : 1.0737
|
| 1167 |
+
2024-05-27 22:38:18,007 - INFO - [66560/66739] Loss : 1.0719
|
| 1168 |
+
2024-05-27 22:38:32,462 - INFO - Test loss : 0.5531
|
| 1169 |
+
2024-05-27 22:38:32,462 - INFO -
|
| 1170 |
+
Epoch 90
|
| 1171 |
+
2024-05-27 22:41:22,964 - INFO - [51200/66739] Loss : 1.0692
|
| 1172 |
+
2024-05-27 22:42:12,992 - INFO - [66560/66739] Loss : 1.0697
|
| 1173 |
+
2024-05-27 22:42:28,307 - INFO - Test loss : 0.5568
|
| 1174 |
+
2024-05-27 22:42:28,307 - INFO -
|
| 1175 |
+
Epoch 91
|
| 1176 |
+
2024-05-27 22:45:29,873 - INFO - [51200/66739] Loss : 1.0693
|
| 1177 |
+
2024-05-27 22:46:20,171 - INFO - [66560/66739] Loss : 1.0688
|
| 1178 |
+
2024-05-27 22:46:35,466 - INFO - Test loss : 0.5600
|
| 1179 |
+
2024-05-27 22:46:35,466 - INFO -
|
| 1180 |
+
Epoch 92
|
| 1181 |
+
2024-05-27 22:49:35,045 - INFO - [51200/66739] Loss : 1.0706
|
| 1182 |
+
2024-05-27 22:50:25,560 - INFO - [66560/66739] Loss : 1.0710
|
| 1183 |
+
2024-05-27 22:50:41,823 - INFO - Test loss : 0.5460
|
| 1184 |
+
2024-05-27 22:50:41,823 - INFO -
|
| 1185 |
+
Epoch 93
|
| 1186 |
+
2024-05-27 22:53:56,188 - INFO - [51200/66739] Loss : 1.0701
|
| 1187 |
+
2024-05-27 22:54:49,547 - INFO - [66560/66739] Loss : 1.0700
|
| 1188 |
+
2024-05-27 22:55:05,931 - INFO - Test loss : 0.5412
|
| 1189 |
+
2024-05-27 22:55:05,931 - INFO -
|
| 1190 |
+
Epoch 94
|
| 1191 |
+
2024-05-27 22:58:19,539 - INFO - [51200/66739] Loss : 1.0674
|
| 1192 |
+
2024-05-27 22:59:15,334 - INFO - [66560/66739] Loss : 1.0683
|
| 1193 |
+
2024-05-27 22:59:32,975 - INFO - Test loss : 0.5658
|
| 1194 |
+
2024-05-27 22:59:32,975 - INFO -
|
| 1195 |
+
Epoch 95
|
| 1196 |
+
2024-05-27 23:02:59,937 - INFO - [51200/66739] Loss : 1.0683
|
| 1197 |
+
2024-05-27 23:03:57,385 - INFO - [66560/66739] Loss : 1.0689
|
| 1198 |
+
2024-05-27 23:04:14,857 - INFO - Test loss : 0.5548
|
| 1199 |
+
2024-05-27 23:04:14,857 - INFO -
|
| 1200 |
+
Epoch 96
|
| 1201 |
+
2024-05-27 23:07:41,186 - INFO - [51200/66739] Loss : 1.0678
|
| 1202 |
+
2024-05-27 23:08:38,415 - INFO - [66560/66739] Loss : 1.0682
|
| 1203 |
+
2024-05-27 23:08:55,994 - INFO - Test loss : 0.5475
|
| 1204 |
+
2024-05-27 23:08:55,994 - INFO -
|
| 1205 |
+
Epoch 97
|
| 1206 |
+
2024-05-27 23:12:23,360 - INFO - [51200/66739] Loss : 1.0683
|
| 1207 |
+
2024-05-27 23:13:21,036 - INFO - [66560/66739] Loss : 1.0682
|
| 1208 |
+
2024-05-27 23:13:38,635 - INFO - Test loss : 0.5608
|
| 1209 |
+
2024-05-27 23:13:38,635 - INFO -
|
| 1210 |
+
Epoch 98
|
| 1211 |
+
2024-05-27 23:17:08,662 - INFO - [51200/66739] Loss : 1.0683
|
| 1212 |
+
2024-05-27 23:18:10,026 - INFO - [66560/66739] Loss : 1.0684
|
| 1213 |
+
2024-05-27 23:18:28,842 - INFO - Test loss : 0.5481
|
| 1214 |
+
2024-05-27 23:18:28,843 - INFO -
|
| 1215 |
+
Epoch 99
|
| 1216 |
+
2024-05-27 23:22:08,057 - INFO - [51200/66739] Loss : 1.0680
|
| 1217 |
+
2024-05-27 23:23:08,685 - INFO - [66560/66739] Loss : 1.0679
|
| 1218 |
+
2024-05-27 23:23:27,245 - INFO - Test loss : 0.5559
|
| 1219 |
+
2024-05-27 23:23:27,245 - INFO - Saving output model to ../models/wrap/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 1220 |
+
2024-05-27 23:23:27,295 - INFO - Saving output model to ../models/wrap/model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 1221 |
+
2024-05-27 23:23:27,333 - INFO -
|
| 1222 |
+
No prior
|
| 1223 |
+
2024-05-27 23:23:27,339 - INFO - (17798,)
|
| 1224 |
+
2024-05-27 23:23:27,448 - INFO - Split ID: 0
|
| 1225 |
+
2024-05-27 23:23:27,449 - INFO - Top 1 acc (%): 50.15
|
| 1226 |
+
2024-05-27 23:23:27,449 - INFO - Top 3 acc (%): 73.9
|
| 1227 |
+
2024-05-27 23:23:27,449 - INFO - Top 5 acc (%): 82.45
|
| 1228 |
+
2024-05-27 23:23:27,449 - INFO - Top 10 acc (%): 91.06
|
| 1229 |
+
2024-05-27 23:24:17,986 - INFO - Split ID: 0
|
| 1230 |
+
2024-05-27 23:24:17,987 - INFO - Top 1 acc (%): 50.96
|
| 1231 |
+
2024-05-27 23:24:17,987 - INFO - Top 3 acc (%): 74.97
|
| 1232 |
+
2024-05-27 23:24:17,987 - INFO - Top 5 acc (%): 83.57
|
| 1233 |
+
2024-05-27 23:24:17,987 - INFO - Top 10 acc (%): 91.99
|
| 1234 |
+
2024-05-27 23:24:17,991 - INFO -
|
| 1235 |
+
Only wrap
|
| 1236 |
+
2024-05-27 23:24:17,991 - INFO - Model : model_yfcc_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 1237 |
+
2024-05-27 23:24:18,096 - INFO - (4449,)
|
| 1238 |
+
2024-05-27 23:24:18,119 - INFO - Split ID: 0
|
| 1239 |
+
2024-05-27 23:24:18,119 - INFO - Top 1 LocEnc acc (%): 8.92
|
| 1240 |
+
2024-05-27 23:24:18,119 - INFO - Top 3 LocEnc acc (%): 18.16
|
| 1241 |
+
2024-05-27 23:24:18,119 - INFO - Top 5 LocEnc acc (%): 26.03
|
| 1242 |
+
2024-05-27 23:24:18,119 - INFO - Top 10 LocEnc acc (%): 39.06
|