Upload data/model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.log with huggingface_hub
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data/model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.log
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| 1 |
+
2024-05-23 15:57:18,892 - INFO -
|
| 2 |
+
num_classes 100
|
| 3 |
+
2024-05-23 15:57:18,892 - INFO - num train 66739
|
| 4 |
+
2024-05-23 15:57:18,892 - INFO - num val 4449
|
| 5 |
+
2024-05-23 15:57:18,892 - INFO - train loss full_loss
|
| 6 |
+
2024-05-23 15:57:18,892 - INFO - model name ../models/sphere2vec_sphereC/model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 7 |
+
2024-05-23 15:57:18,892 - INFO - num users 1
|
| 8 |
+
2024-05-23 15:57:19,101 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-23 15:58:10,553 - INFO - [51200/66739] Loss : 1.7870
|
| 11 |
+
2024-05-23 15:58:24,808 - INFO - [66560/66739] Loss : 1.7139
|
| 12 |
+
2024-05-23 15:58:29,091 - INFO - Test loss : 0.6387
|
| 13 |
+
2024-05-23 15:58:29,091 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-23 15:59:21,490 - INFO - [51200/66739] Loss : 1.3051
|
| 16 |
+
2024-05-23 15:59:36,460 - INFO - [66560/66739] Loss : 1.2919
|
| 17 |
+
2024-05-23 15:59:40,958 - INFO - Test loss : 0.5075
|
| 18 |
+
2024-05-23 15:59:40,958 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-23 16:00:32,270 - INFO - [51200/66739] Loss : 1.2093
|
| 21 |
+
2024-05-23 16:00:46,480 - INFO - [66560/66739] Loss : 1.2037
|
| 22 |
+
2024-05-23 16:00:50,815 - INFO - Test loss : 0.4825
|
| 23 |
+
2024-05-23 16:00:50,815 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-23 16:01:42,069 - INFO - [51200/66739] Loss : 1.1640
|
| 26 |
+
2024-05-23 16:01:56,282 - INFO - [66560/66739] Loss : 1.1612
|
| 27 |
+
2024-05-23 16:02:00,606 - INFO - Test loss : 0.4698
|
| 28 |
+
2024-05-23 16:02:00,606 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-23 16:02:51,880 - INFO - [51200/66739] Loss : 1.1336
|
| 31 |
+
2024-05-23 16:03:06,110 - INFO - [66560/66739] Loss : 1.1304
|
| 32 |
+
2024-05-23 16:03:10,458 - INFO - Test loss : 0.4654
|
| 33 |
+
2024-05-23 16:03:10,458 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-23 16:04:01,694 - INFO - [51200/66739] Loss : 1.1090
|
| 36 |
+
2024-05-23 16:04:15,970 - INFO - [66560/66739] Loss : 1.1076
|
| 37 |
+
2024-05-23 16:04:20,247 - INFO - Test loss : 0.4590
|
| 38 |
+
2024-05-23 16:04:20,247 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-23 16:05:11,534 - INFO - [51200/66739] Loss : 1.0913
|
| 41 |
+
2024-05-23 16:05:25,774 - INFO - [66560/66739] Loss : 1.0895
|
| 42 |
+
2024-05-23 16:05:30,123 - INFO - Test loss : 0.4612
|
| 43 |
+
2024-05-23 16:05:30,123 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-23 16:06:20,893 - INFO - [51200/66739] Loss : 1.0763
|
| 46 |
+
2024-05-23 16:06:35,082 - INFO - [66560/66739] Loss : 1.0742
|
| 47 |
+
2024-05-23 16:06:39,415 - INFO - Test loss : 0.4567
|
| 48 |
+
2024-05-23 16:06:39,415 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-23 16:07:30,719 - INFO - [51200/66739] Loss : 1.0638
|
| 51 |
+
2024-05-23 16:07:44,959 - INFO - [66560/66739] Loss : 1.0632
|
| 52 |
+
2024-05-23 16:07:49,291 - INFO - Test loss : 0.4570
|
| 53 |
+
2024-05-23 16:07:49,291 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-23 16:08:40,555 - INFO - [51200/66739] Loss : 1.0530
|
| 56 |
+
2024-05-23 16:08:54,834 - INFO - [66560/66739] Loss : 1.0531
|
| 57 |
+
2024-05-23 16:08:59,185 - INFO - Test loss : 0.4512
|
| 58 |
+
2024-05-23 16:08:59,185 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-23 16:09:50,713 - INFO - [51200/66739] Loss : 1.0431
|
| 61 |
+
2024-05-23 16:10:05,584 - INFO - [66560/66739] Loss : 1.0431
|
| 62 |
+
2024-05-23 16:10:10,072 - INFO - Test loss : 0.4513
|
| 63 |
+
2024-05-23 16:10:10,110 - INFO - (4449,)
|
| 64 |
+
2024-05-23 16:10:10,136 - INFO - Split ID: 0
|
| 65 |
+
2024-05-23 16:10:10,137 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 12.45
|
| 66 |
+
2024-05-23 16:10:10,137 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 25.22
|
| 67 |
+
2024-05-23 16:10:10,138 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 32.46
|
| 68 |
+
2024-05-23 16:10:10,138 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 47.07
|
| 69 |
+
2024-05-23 16:10:10,138 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-23 16:10:10,140 - INFO - (17798,)
|
| 72 |
+
2024-05-23 16:10:10,236 - INFO - Split ID: 0
|
| 73 |
+
2024-05-23 16:10:10,237 - INFO - Top 1 (Epoch 10)acc (%): 50.15
|
| 74 |
+
2024-05-23 16:10:10,237 - INFO - Top 3 (Epoch 10)acc (%): 73.9
|
| 75 |
+
2024-05-23 16:10:10,237 - INFO - Top 5 (Epoch 10)acc (%): 82.45
|
| 76 |
+
2024-05-23 16:10:10,237 - INFO - Top 10 (Epoch 10)acc (%): 91.06
|
| 77 |
+
2024-05-23 16:10:33,654 - INFO - Split ID: 0
|
| 78 |
+
2024-05-23 16:10:33,655 - INFO - Top 1 (Epoch 10)acc (%): 51.01
|
| 79 |
+
2024-05-23 16:10:33,655 - INFO - Top 3 (Epoch 10)acc (%): 75.33
|
| 80 |
+
2024-05-23 16:10:33,655 - INFO - Top 5 (Epoch 10)acc (%): 83.73
|
| 81 |
+
2024-05-23 16:10:33,655 - INFO - Top 10 (Epoch 10)acc (%): 92.02
|
| 82 |
+
2024-05-23 16:10:33,655 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-23 16:11:24,952 - INFO - [51200/66739] Loss : 1.0334
|
| 85 |
+
2024-05-23 16:11:39,222 - INFO - [66560/66739] Loss : 1.0331
|
| 86 |
+
2024-05-23 16:11:43,513 - INFO - Test loss : 0.4523
|
| 87 |
+
2024-05-23 16:11:43,513 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-23 16:12:33,219 - INFO - [51200/66739] Loss : 1.0267
|
| 90 |
+
2024-05-23 16:12:47,405 - INFO - [66560/66739] Loss : 1.0268
|
| 91 |
+
2024-05-23 16:12:51,762 - INFO - Test loss : 0.4526
|
| 92 |
+
2024-05-23 16:12:51,762 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-23 16:13:43,168 - INFO - [51200/66739] Loss : 1.0199
|
| 95 |
+
2024-05-23 16:13:57,417 - INFO - [66560/66739] Loss : 1.0199
|
| 96 |
+
2024-05-23 16:14:01,770 - INFO - Test loss : 0.4523
|
| 97 |
+
2024-05-23 16:14:01,770 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-23 16:14:53,281 - INFO - [51200/66739] Loss : 1.0105
|
| 100 |
+
2024-05-23 16:15:07,592 - INFO - [66560/66739] Loss : 1.0124
|
| 101 |
+
2024-05-23 16:15:11,907 - INFO - Test loss : 0.4547
|
| 102 |
+
2024-05-23 16:15:11,907 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-23 16:16:03,354 - INFO - [51200/66739] Loss : 1.0057
|
| 105 |
+
2024-05-23 16:16:17,692 - INFO - [66560/66739] Loss : 1.0049
|
| 106 |
+
2024-05-23 16:16:22,062 - INFO - Test loss : 0.4575
|
| 107 |
+
2024-05-23 16:16:22,062 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-23 16:17:13,425 - INFO - [51200/66739] Loss : 1.0009
|
| 110 |
+
2024-05-23 16:17:27,720 - INFO - [66560/66739] Loss : 1.0008
|
| 111 |
+
2024-05-23 16:17:32,062 - INFO - Test loss : 0.4542
|
| 112 |
+
2024-05-23 16:17:32,062 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-23 16:18:23,657 - INFO - [51200/66739] Loss : 0.9978
|
| 115 |
+
2024-05-23 16:18:37,903 - INFO - [66560/66739] Loss : 0.9964
|
| 116 |
+
2024-05-23 16:18:42,267 - INFO - Test loss : 0.4531
|
| 117 |
+
2024-05-23 16:18:42,267 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-23 16:19:33,634 - INFO - [51200/66739] Loss : 0.9892
|
| 120 |
+
2024-05-23 16:19:47,976 - INFO - [66560/66739] Loss : 0.9895
|
| 121 |
+
2024-05-23 16:19:52,291 - INFO - Test loss : 0.4530
|
| 122 |
+
2024-05-23 16:19:52,292 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-23 16:20:45,833 - INFO - [51200/66739] Loss : 0.9864
|
| 125 |
+
2024-05-23 16:21:00,193 - INFO - [66560/66739] Loss : 0.9867
|
| 126 |
+
2024-05-23 16:21:04,485 - INFO - Test loss : 0.4550
|
| 127 |
+
2024-05-23 16:21:04,485 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-23 16:21:55,997 - INFO - [51200/66739] Loss : 0.9813
|
| 130 |
+
2024-05-23 16:22:10,330 - INFO - [66560/66739] Loss : 0.9811
|
| 131 |
+
2024-05-23 16:22:14,673 - INFO - Test loss : 0.4541
|
| 132 |
+
2024-05-23 16:22:14,708 - INFO - (4449,)
|
| 133 |
+
2024-05-23 16:22:14,731 - INFO - Split ID: 0
|
| 134 |
+
2024-05-23 16:22:14,732 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 13.78
|
| 135 |
+
2024-05-23 16:22:14,733 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 27.04
|
| 136 |
+
2024-05-23 16:22:14,733 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 35.9
|
| 137 |
+
2024-05-23 16:22:14,733 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 50.08
|
| 138 |
+
2024-05-23 16:22:14,734 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-23 16:22:14,736 - INFO - (17798,)
|
| 141 |
+
2024-05-23 16:22:14,829 - INFO - Split ID: 0
|
| 142 |
+
2024-05-23 16:22:14,829 - INFO - Top 1 (Epoch 20)acc (%): 50.15
|
| 143 |
+
2024-05-23 16:22:14,829 - INFO - Top 3 (Epoch 20)acc (%): 73.9
|
| 144 |
+
2024-05-23 16:22:14,829 - INFO - Top 5 (Epoch 20)acc (%): 82.45
|
| 145 |
+
2024-05-23 16:22:14,829 - INFO - Top 10 (Epoch 20)acc (%): 91.06
|
| 146 |
+
2024-05-23 16:22:38,133 - INFO - Split ID: 0
|
| 147 |
+
2024-05-23 16:22:38,134 - INFO - Top 1 (Epoch 20)acc (%): 51.2
|
| 148 |
+
2024-05-23 16:22:38,134 - INFO - Top 3 (Epoch 20)acc (%): 75.59
|
| 149 |
+
2024-05-23 16:22:38,134 - INFO - Top 5 (Epoch 20)acc (%): 83.98
|
| 150 |
+
2024-05-23 16:22:38,134 - INFO - Top 10 (Epoch 20)acc (%): 92.27
|
| 151 |
+
2024-05-23 16:22:38,134 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-23 16:23:29,552 - INFO - [51200/66739] Loss : 0.9760
|
| 154 |
+
2024-05-23 16:23:43,876 - INFO - [66560/66739] Loss : 0.9764
|
| 155 |
+
2024-05-23 16:23:48,196 - INFO - Test loss : 0.4575
|
| 156 |
+
2024-05-23 16:23:48,196 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-23 16:24:39,655 - INFO - [51200/66739] Loss : 0.9713
|
| 159 |
+
2024-05-23 16:24:53,960 - INFO - [66560/66739] Loss : 0.9726
|
| 160 |
+
2024-05-23 16:24:58,323 - INFO - Test loss : 0.4557
|
| 161 |
+
2024-05-23 16:24:58,323 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-23 16:25:49,720 - INFO - [51200/66739] Loss : 0.9700
|
| 164 |
+
2024-05-23 16:26:04,037 - INFO - [66560/66739] Loss : 0.9707
|
| 165 |
+
2024-05-23 16:26:08,390 - INFO - Test loss : 0.4577
|
| 166 |
+
2024-05-23 16:26:08,390 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-23 16:26:59,834 - INFO - [51200/66739] Loss : 0.9689
|
| 169 |
+
2024-05-23 16:27:14,165 - INFO - [66560/66739] Loss : 0.9678
|
| 170 |
+
2024-05-23 16:27:18,531 - INFO - Test loss : 0.4624
|
| 171 |
+
2024-05-23 16:27:18,531 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-23 16:28:09,980 - INFO - [51200/66739] Loss : 0.9615
|
| 174 |
+
2024-05-23 16:28:24,246 - INFO - [66560/66739] Loss : 0.9620
|
| 175 |
+
2024-05-23 16:28:28,588 - INFO - Test loss : 0.4620
|
| 176 |
+
2024-05-23 16:28:28,589 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-23 16:29:20,065 - INFO - [51200/66739] Loss : 0.9609
|
| 179 |
+
2024-05-23 16:29:34,354 - INFO - [66560/66739] Loss : 0.9597
|
| 180 |
+
2024-05-23 16:29:38,649 - INFO - Test loss : 0.4640
|
| 181 |
+
2024-05-23 16:29:38,649 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-23 16:30:30,041 - INFO - [51200/66739] Loss : 0.9584
|
| 184 |
+
2024-05-23 16:30:45,018 - INFO - [66560/66739] Loss : 0.9582
|
| 185 |
+
2024-05-23 16:30:49,518 - INFO - Test loss : 0.4659
|
| 186 |
+
2024-05-23 16:30:49,518 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-23 16:31:42,346 - INFO - [51200/66739] Loss : 0.9535
|
| 189 |
+
2024-05-23 16:31:56,583 - INFO - [66560/66739] Loss : 0.9555
|
| 190 |
+
2024-05-23 16:32:00,935 - INFO - Test loss : 0.4633
|
| 191 |
+
2024-05-23 16:32:00,935 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-23 16:32:52,438 - INFO - [51200/66739] Loss : 0.9497
|
| 194 |
+
2024-05-23 16:33:06,703 - INFO - [66560/66739] Loss : 0.9504
|
| 195 |
+
2024-05-23 16:33:11,064 - INFO - Test loss : 0.4681
|
| 196 |
+
2024-05-23 16:33:11,064 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-23 16:34:02,458 - INFO - [51200/66739] Loss : 0.9456
|
| 199 |
+
2024-05-23 16:34:14,981 - INFO - [66560/66739] Loss : 0.9475
|
| 200 |
+
2024-05-23 16:34:19,339 - INFO - Test loss : 0.4651
|
| 201 |
+
2024-05-23 16:34:19,373 - INFO - (4449,)
|
| 202 |
+
2024-05-23 16:34:19,396 - INFO - Split ID: 0
|
| 203 |
+
2024-05-23 16:34:19,398 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 14.18
|
| 204 |
+
2024-05-23 16:34:19,398 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 27.89
|
| 205 |
+
2024-05-23 16:34:19,398 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 36.84
|
| 206 |
+
2024-05-23 16:34:19,399 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 51.09
|
| 207 |
+
2024-05-23 16:34:19,399 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-23 16:34:19,401 - INFO - (17798,)
|
| 210 |
+
2024-05-23 16:34:19,498 - INFO - Split ID: 0
|
| 211 |
+
2024-05-23 16:34:19,498 - INFO - Top 1 (Epoch 30)acc (%): 50.15
|
| 212 |
+
2024-05-23 16:34:19,498 - INFO - Top 3 (Epoch 30)acc (%): 73.9
|
| 213 |
+
2024-05-23 16:34:19,498 - INFO - Top 5 (Epoch 30)acc (%): 82.45
|
| 214 |
+
2024-05-23 16:34:19,498 - INFO - Top 10 (Epoch 30)acc (%): 91.06
|
| 215 |
+
2024-05-23 16:34:42,795 - INFO - Split ID: 0
|
| 216 |
+
2024-05-23 16:34:42,795 - INFO - Top 1 (Epoch 30)acc (%): 51.24
|
| 217 |
+
2024-05-23 16:34:42,796 - INFO - Top 3 (Epoch 30)acc (%): 75.67
|
| 218 |
+
2024-05-23 16:34:42,796 - INFO - Top 5 (Epoch 30)acc (%): 84.08
|
| 219 |
+
2024-05-23 16:34:42,796 - INFO - Top 10 (Epoch 30)acc (%): 92.39
|
| 220 |
+
2024-05-23 16:34:42,796 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-23 16:35:34,127 - INFO - [51200/66739] Loss : 0.9481
|
| 223 |
+
2024-05-23 16:35:48,440 - INFO - [66560/66739] Loss : 0.9472
|
| 224 |
+
2024-05-23 16:35:52,708 - INFO - Test loss : 0.4719
|
| 225 |
+
2024-05-23 16:35:52,708 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-23 16:36:44,153 - INFO - [51200/66739] Loss : 0.9433
|
| 228 |
+
2024-05-23 16:36:58,441 - INFO - [66560/66739] Loss : 0.9423
|
| 229 |
+
2024-05-23 16:37:02,767 - INFO - Test loss : 0.4713
|
| 230 |
+
2024-05-23 16:37:02,767 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-23 16:37:54,130 - INFO - [51200/66739] Loss : 0.9419
|
| 233 |
+
2024-05-23 16:38:08,446 - INFO - [66560/66739] Loss : 0.9409
|
| 234 |
+
2024-05-23 16:38:12,757 - INFO - Test loss : 0.4690
|
| 235 |
+
2024-05-23 16:38:12,757 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-23 16:39:04,148 - INFO - [51200/66739] Loss : 0.9397
|
| 238 |
+
2024-05-23 16:39:18,418 - INFO - [66560/66739] Loss : 0.9401
|
| 239 |
+
2024-05-23 16:39:22,697 - INFO - Test loss : 0.4696
|
| 240 |
+
2024-05-23 16:39:22,697 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-23 16:40:14,075 - INFO - [51200/66739] Loss : 0.9374
|
| 243 |
+
2024-05-23 16:40:28,381 - INFO - [66560/66739] Loss : 0.9368
|
| 244 |
+
2024-05-23 16:40:32,673 - INFO - Test loss : 0.4712
|
| 245 |
+
2024-05-23 16:40:32,673 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-23 16:41:24,950 - INFO - [51200/66739] Loss : 0.9330
|
| 248 |
+
2024-05-23 16:41:39,909 - INFO - [66560/66739] Loss : 0.9342
|
| 249 |
+
2024-05-23 16:41:44,439 - INFO - Test loss : 0.4679
|
| 250 |
+
2024-05-23 16:41:44,439 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-23 16:42:36,344 - INFO - [51200/66739] Loss : 0.9298
|
| 253 |
+
2024-05-23 16:42:50,592 - INFO - [66560/66739] Loss : 0.9303
|
| 254 |
+
2024-05-23 16:42:54,931 - INFO - Test loss : 0.4726
|
| 255 |
+
2024-05-23 16:42:54,931 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-23 16:43:46,386 - INFO - [51200/66739] Loss : 0.9297
|
| 258 |
+
2024-05-23 16:44:00,630 - INFO - [66560/66739] Loss : 0.9295
|
| 259 |
+
2024-05-23 16:44:04,975 - INFO - Test loss : 0.4745
|
| 260 |
+
2024-05-23 16:44:04,975 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-23 16:44:56,317 - INFO - [51200/66739] Loss : 0.9284
|
| 263 |
+
2024-05-23 16:45:10,648 - INFO - [66560/66739] Loss : 0.9285
|
| 264 |
+
2024-05-23 16:45:14,948 - INFO - Test loss : 0.4763
|
| 265 |
+
2024-05-23 16:45:14,948 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-23 16:46:06,274 - INFO - [51200/66739] Loss : 0.9264
|
| 268 |
+
2024-05-23 16:46:20,563 - INFO - [66560/66739] Loss : 0.9272
|
| 269 |
+
2024-05-23 16:46:24,887 - INFO - Test loss : 0.4733
|
| 270 |
+
2024-05-23 16:46:24,921 - INFO - (4449,)
|
| 271 |
+
2024-05-23 16:46:24,945 - INFO - Split ID: 0
|
| 272 |
+
2024-05-23 16:46:24,946 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 14.5
|
| 273 |
+
2024-05-23 16:46:24,947 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 28.77
|
| 274 |
+
2024-05-23 16:46:24,947 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 37.38
|
| 275 |
+
2024-05-23 16:46:24,947 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 51.81
|
| 276 |
+
2024-05-23 16:46:24,948 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-23 16:46:24,950 - INFO - (17798,)
|
| 279 |
+
2024-05-23 16:46:25,046 - INFO - Split ID: 0
|
| 280 |
+
2024-05-23 16:46:25,047 - INFO - Top 1 (Epoch 40)acc (%): 50.15
|
| 281 |
+
2024-05-23 16:46:25,047 - INFO - Top 3 (Epoch 40)acc (%): 73.9
|
| 282 |
+
2024-05-23 16:46:25,047 - INFO - Top 5 (Epoch 40)acc (%): 82.45
|
| 283 |
+
2024-05-23 16:46:25,047 - INFO - Top 10 (Epoch 40)acc (%): 91.06
|
| 284 |
+
2024-05-23 16:46:48,326 - INFO - Split ID: 0
|
| 285 |
+
2024-05-23 16:46:48,326 - INFO - Top 1 (Epoch 40)acc (%): 51.29
|
| 286 |
+
2024-05-23 16:46:48,326 - INFO - Top 3 (Epoch 40)acc (%): 75.64
|
| 287 |
+
2024-05-23 16:46:48,326 - INFO - Top 5 (Epoch 40)acc (%): 84.17
|
| 288 |
+
2024-05-23 16:46:48,326 - INFO - Top 10 (Epoch 40)acc (%): 92.47
|
| 289 |
+
2024-05-23 16:46:48,326 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-23 16:47:39,728 - INFO - [51200/66739] Loss : 0.9210
|
| 292 |
+
2024-05-23 16:47:53,983 - INFO - [66560/66739] Loss : 0.9233
|
| 293 |
+
2024-05-23 16:47:58,331 - INFO - Test loss : 0.4763
|
| 294 |
+
2024-05-23 16:47:58,331 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-23 16:48:49,662 - INFO - [51200/66739] Loss : 0.9224
|
| 297 |
+
2024-05-23 16:49:04,039 - INFO - [66560/66739] Loss : 0.9230
|
| 298 |
+
2024-05-23 16:49:08,371 - INFO - Test loss : 0.4766
|
| 299 |
+
2024-05-23 16:49:08,371 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-23 16:50:00,641 - INFO - [51200/66739] Loss : 0.9171
|
| 302 |
+
2024-05-23 16:50:18,483 - INFO - [66560/66739] Loss : 0.9192
|
| 303 |
+
2024-05-23 16:50:23,859 - INFO - Test loss : 0.4812
|
| 304 |
+
2024-05-23 16:50:23,859 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-23 16:51:28,181 - INFO - [51200/66739] Loss : 0.9201
|
| 307 |
+
2024-05-23 16:51:46,013 - INFO - [66560/66739] Loss : 0.9200
|
| 308 |
+
2024-05-23 16:51:51,463 - INFO - Test loss : 0.4789
|
| 309 |
+
2024-05-23 16:51:51,463 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-23 16:52:57,536 - INFO - [51200/66739] Loss : 0.9156
|
| 312 |
+
2024-05-23 16:53:15,725 - INFO - [66560/66739] Loss : 0.9175
|
| 313 |
+
2024-05-23 16:53:21,179 - INFO - Test loss : 0.4816
|
| 314 |
+
2024-05-23 16:53:21,179 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-23 16:54:27,061 - INFO - [51200/66739] Loss : 0.9162
|
| 317 |
+
2024-05-23 16:54:48,491 - INFO - [66560/66739] Loss : 0.9164
|
| 318 |
+
2024-05-23 16:54:55,014 - INFO - Test loss : 0.4839
|
| 319 |
+
2024-05-23 16:54:55,014 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-23 16:56:12,119 - INFO - [51200/66739] Loss : 0.9147
|
| 322 |
+
2024-05-23 16:56:33,547 - INFO - [66560/66739] Loss : 0.9163
|
| 323 |
+
2024-05-23 16:56:40,073 - INFO - Test loss : 0.4813
|
| 324 |
+
2024-05-23 16:56:40,073 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-23 16:57:48,009 - INFO - [51200/66739] Loss : 0.9141
|
| 327 |
+
2024-05-23 16:58:05,195 - INFO - [66560/66739] Loss : 0.9142
|
| 328 |
+
2024-05-23 16:58:10,548 - INFO - Test loss : 0.4879
|
| 329 |
+
2024-05-23 16:58:10,548 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-23 16:59:22,228 - INFO - [51200/66739] Loss : 0.9106
|
| 332 |
+
2024-05-23 16:59:44,112 - INFO - [66560/66739] Loss : 0.9115
|
| 333 |
+
2024-05-23 16:59:50,767 - INFO - Test loss : 0.4838
|
| 334 |
+
2024-05-23 16:59:50,768 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-23 17:01:09,430 - INFO - [51200/66739] Loss : 0.9102
|
| 337 |
+
2024-05-23 17:01:30,818 - INFO - [66560/66739] Loss : 0.9098
|
| 338 |
+
2024-05-23 17:01:37,355 - INFO - Test loss : 0.4871
|
| 339 |
+
2024-05-23 17:01:37,404 - INFO - (4449,)
|
| 340 |
+
2024-05-23 17:01:37,427 - INFO - Split ID: 0
|
| 341 |
+
2024-05-23 17:01:37,429 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 14.39
|
| 342 |
+
2024-05-23 17:01:37,429 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 29.24
|
| 343 |
+
2024-05-23 17:01:37,429 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 38.26
|
| 344 |
+
2024-05-23 17:01:37,429 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 52.69
|
| 345 |
+
2024-05-23 17:01:37,430 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-23 17:01:37,432 - INFO - (17798,)
|
| 348 |
+
2024-05-23 17:01:37,533 - INFO - Split ID: 0
|
| 349 |
+
2024-05-23 17:01:37,533 - INFO - Top 1 (Epoch 50)acc (%): 50.15
|
| 350 |
+
2024-05-23 17:01:37,533 - INFO - Top 3 (Epoch 50)acc (%): 73.9
|
| 351 |
+
2024-05-23 17:01:37,533 - INFO - Top 5 (Epoch 50)acc (%): 82.45
|
| 352 |
+
2024-05-23 17:01:37,533 - INFO - Top 10 (Epoch 50)acc (%): 91.06
|
| 353 |
+
2024-05-23 17:02:12,441 - INFO - Split ID: 0
|
| 354 |
+
2024-05-23 17:02:12,442 - INFO - Top 1 (Epoch 50)acc (%): 51.25
|
| 355 |
+
2024-05-23 17:02:12,442 - INFO - Top 3 (Epoch 50)acc (%): 75.7
|
| 356 |
+
2024-05-23 17:02:12,442 - INFO - Top 5 (Epoch 50)acc (%): 84.25
|
| 357 |
+
2024-05-23 17:02:12,442 - INFO - Top 10 (Epoch 50)acc (%): 92.44
|
| 358 |
+
2024-05-23 17:02:12,442 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-23 17:03:28,653 - INFO - [51200/66739] Loss : 0.9077
|
| 361 |
+
2024-05-23 17:03:50,055 - INFO - [66560/66739] Loss : 0.9083
|
| 362 |
+
2024-05-23 17:03:56,570 - INFO - Test loss : 0.4886
|
| 363 |
+
2024-05-23 17:03:56,570 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-23 17:05:13,480 - INFO - [51200/66739] Loss : 0.9083
|
| 366 |
+
2024-05-23 17:05:34,911 - INFO - [66560/66739] Loss : 0.9064
|
| 367 |
+
2024-05-23 17:05:41,386 - INFO - Test loss : 0.4920
|
| 368 |
+
2024-05-23 17:05:41,386 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-23 17:06:58,460 - INFO - [51200/66739] Loss : 0.9025
|
| 371 |
+
2024-05-23 17:07:20,185 - INFO - [66560/66739] Loss : 0.9044
|
| 372 |
+
2024-05-23 17:07:26,890 - INFO - Test loss : 0.4913
|
| 373 |
+
2024-05-23 17:07:26,891 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-23 17:08:45,441 - INFO - [51200/66739] Loss : 0.9035
|
| 376 |
+
2024-05-23 17:09:06,885 - INFO - [66560/66739] Loss : 0.9054
|
| 377 |
+
2024-05-23 17:09:13,379 - INFO - Test loss : 0.4881
|
| 378 |
+
2024-05-23 17:09:13,379 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-23 17:10:30,461 - INFO - [51200/66739] Loss : 0.9031
|
| 381 |
+
2024-05-23 17:10:51,886 - INFO - [66560/66739] Loss : 0.9033
|
| 382 |
+
2024-05-23 17:10:58,387 - INFO - Test loss : 0.4914
|
| 383 |
+
2024-05-23 17:10:58,387 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-23 17:12:15,461 - INFO - [51200/66739] Loss : 0.9002
|
| 386 |
+
2024-05-23 17:12:36,884 - INFO - [66560/66739] Loss : 0.9012
|
| 387 |
+
2024-05-23 17:12:43,393 - INFO - Test loss : 0.4945
|
| 388 |
+
2024-05-23 17:12:43,393 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-23 17:14:00,783 - INFO - [51200/66739] Loss : 0.9008
|
| 391 |
+
2024-05-23 17:14:22,245 - INFO - [66560/66739] Loss : 0.9026
|
| 392 |
+
2024-05-23 17:14:28,756 - INFO - Test loss : 0.4916
|
| 393 |
+
2024-05-23 17:14:28,757 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-23 17:15:45,801 - INFO - [51200/66739] Loss : 0.9000
|
| 396 |
+
2024-05-23 17:16:07,208 - INFO - [66560/66739] Loss : 0.9014
|
| 397 |
+
2024-05-23 17:16:13,695 - INFO - Test loss : 0.4922
|
| 398 |
+
2024-05-23 17:16:13,695 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-23 17:17:30,775 - INFO - [51200/66739] Loss : 0.9004
|
| 401 |
+
2024-05-23 17:17:52,177 - INFO - [66560/66739] Loss : 0.8995
|
| 402 |
+
2024-05-23 17:17:58,701 - INFO - Test loss : 0.4945
|
| 403 |
+
2024-05-23 17:17:58,701 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-23 17:19:14,898 - INFO - [51200/66739] Loss : 0.8981
|
| 406 |
+
2024-05-23 17:19:36,343 - INFO - [66560/66739] Loss : 0.8978
|
| 407 |
+
2024-05-23 17:19:42,850 - INFO - Test loss : 0.4980
|
| 408 |
+
2024-05-23 17:19:42,888 - INFO - (4449,)
|
| 409 |
+
2024-05-23 17:19:42,911 - INFO - Split ID: 0
|
| 410 |
+
2024-05-23 17:19:42,913 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 14.65
|
| 411 |
+
2024-05-23 17:19:42,913 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 29.67
|
| 412 |
+
2024-05-23 17:19:42,913 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 38.12
|
| 413 |
+
2024-05-23 17:19:42,914 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 53.16
|
| 414 |
+
2024-05-23 17:19:42,914 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-23 17:19:42,916 - INFO - (17798,)
|
| 417 |
+
2024-05-23 17:19:43,013 - INFO - Split ID: 0
|
| 418 |
+
2024-05-23 17:19:43,013 - INFO - Top 1 (Epoch 60)acc (%): 50.15
|
| 419 |
+
2024-05-23 17:19:43,013 - INFO - Top 3 (Epoch 60)acc (%): 73.9
|
| 420 |
+
2024-05-23 17:19:43,013 - INFO - Top 5 (Epoch 60)acc (%): 82.45
|
| 421 |
+
2024-05-23 17:19:43,013 - INFO - Top 10 (Epoch 60)acc (%): 91.06
|
| 422 |
+
2024-05-23 17:20:17,919 - INFO - Split ID: 0
|
| 423 |
+
2024-05-23 17:20:17,919 - INFO - Top 1 (Epoch 60)acc (%): 51.24
|
| 424 |
+
2024-05-23 17:20:17,919 - INFO - Top 3 (Epoch 60)acc (%): 75.72
|
| 425 |
+
2024-05-23 17:20:17,919 - INFO - Top 5 (Epoch 60)acc (%): 84.31
|
| 426 |
+
2024-05-23 17:20:17,919 - INFO - Top 10 (Epoch 60)acc (%): 92.45
|
| 427 |
+
2024-05-23 17:20:17,920 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-23 17:21:35,188 - INFO - [51200/66739] Loss : 0.8988
|
| 430 |
+
2024-05-23 17:21:57,222 - INFO - [66560/66739] Loss : 0.8975
|
| 431 |
+
2024-05-23 17:22:03,920 - INFO - Test loss : 0.4969
|
| 432 |
+
2024-05-23 17:22:03,920 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-23 17:23:19,924 - INFO - [51200/66739] Loss : 0.8945
|
| 435 |
+
2024-05-23 17:23:41,350 - INFO - [66560/66739] Loss : 0.8957
|
| 436 |
+
2024-05-23 17:23:47,868 - INFO - Test loss : 0.4991
|
| 437 |
+
2024-05-23 17:23:47,869 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-23 17:25:04,932 - INFO - [51200/66739] Loss : 0.8956
|
| 440 |
+
2024-05-23 17:25:26,388 - INFO - [66560/66739] Loss : 0.8948
|
| 441 |
+
2024-05-23 17:25:32,921 - INFO - Test loss : 0.5016
|
| 442 |
+
2024-05-23 17:25:32,921 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-23 17:26:49,917 - INFO - [51200/66739] Loss : 0.8924
|
| 445 |
+
2024-05-23 17:27:11,294 - INFO - [66560/66739] Loss : 0.8937
|
| 446 |
+
2024-05-23 17:27:17,815 - INFO - Test loss : 0.4999
|
| 447 |
+
2024-05-23 17:27:17,816 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-23 17:28:34,876 - INFO - [51200/66739] Loss : 0.8915
|
| 450 |
+
2024-05-23 17:28:56,281 - INFO - [66560/66739] Loss : 0.8927
|
| 451 |
+
2024-05-23 17:29:02,782 - INFO - Test loss : 0.5020
|
| 452 |
+
2024-05-23 17:29:02,782 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-23 17:30:19,200 - INFO - [51200/66739] Loss : 0.8938
|
| 455 |
+
2024-05-23 17:30:40,314 - INFO - [66560/66739] Loss : 0.8932
|
| 456 |
+
2024-05-23 17:30:46,831 - INFO - Test loss : 0.4987
|
| 457 |
+
2024-05-23 17:30:46,831 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-23 17:32:04,325 - INFO - [51200/66739] Loss : 0.8901
|
| 460 |
+
2024-05-23 17:32:25,751 - INFO - [66560/66739] Loss : 0.8910
|
| 461 |
+
2024-05-23 17:32:32,271 - INFO - Test loss : 0.4995
|
| 462 |
+
2024-05-23 17:32:32,271 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-23 17:33:48,775 - INFO - [51200/66739] Loss : 0.8891
|
| 465 |
+
2024-05-23 17:34:10,188 - INFO - [66560/66739] Loss : 0.8902
|
| 466 |
+
2024-05-23 17:34:16,737 - INFO - Test loss : 0.4994
|
| 467 |
+
2024-05-23 17:34:16,737 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-23 17:35:33,832 - INFO - [51200/66739] Loss : 0.8902
|
| 470 |
+
2024-05-23 17:35:55,355 - INFO - [66560/66739] Loss : 0.8886
|
| 471 |
+
2024-05-23 17:36:01,843 - INFO - Test loss : 0.5067
|
| 472 |
+
2024-05-23 17:36:01,844 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-23 17:37:18,844 - INFO - [51200/66739] Loss : 0.8867
|
| 475 |
+
2024-05-23 17:37:40,283 - INFO - [66560/66739] Loss : 0.8888
|
| 476 |
+
2024-05-23 17:37:46,730 - INFO - Test loss : 0.5046
|
| 477 |
+
2024-05-23 17:37:46,767 - INFO - (4449,)
|
| 478 |
+
2024-05-23 17:37:46,791 - INFO - Split ID: 0
|
| 479 |
+
2024-05-23 17:37:46,792 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 14.68
|
| 480 |
+
2024-05-23 17:37:46,792 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 29.74
|
| 481 |
+
2024-05-23 17:37:46,793 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 38.35
|
| 482 |
+
2024-05-23 17:37:46,793 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 53.09
|
| 483 |
+
2024-05-23 17:37:46,793 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-23 17:37:46,795 - INFO - (17798,)
|
| 486 |
+
2024-05-23 17:37:47,161 - INFO - Split ID: 0
|
| 487 |
+
2024-05-23 17:37:47,162 - INFO - Top 1 (Epoch 70)acc (%): 50.15
|
| 488 |
+
2024-05-23 17:37:47,162 - INFO - Top 3 (Epoch 70)acc (%): 73.9
|
| 489 |
+
2024-05-23 17:37:47,162 - INFO - Top 5 (Epoch 70)acc (%): 82.45
|
| 490 |
+
2024-05-23 17:37:47,162 - INFO - Top 10 (Epoch 70)acc (%): 91.06
|
| 491 |
+
2024-05-23 17:38:22,128 - INFO - Split ID: 0
|
| 492 |
+
2024-05-23 17:38:22,129 - INFO - Top 1 (Epoch 70)acc (%): 51.26
|
| 493 |
+
2024-05-23 17:38:22,129 - INFO - Top 3 (Epoch 70)acc (%): 75.66
|
| 494 |
+
2024-05-23 17:38:22,129 - INFO - Top 5 (Epoch 70)acc (%): 84.32
|
| 495 |
+
2024-05-23 17:38:22,129 - INFO - Top 10 (Epoch 70)acc (%): 92.44
|
| 496 |
+
2024-05-23 17:38:22,129 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-23 17:39:40,404 - INFO - [51200/66739] Loss : 0.8883
|
| 499 |
+
2024-05-23 17:40:02,482 - INFO - [66560/66739] Loss : 0.8877
|
| 500 |
+
2024-05-23 17:40:09,208 - INFO - Test loss : 0.5062
|
| 501 |
+
2024-05-23 17:40:09,208 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-23 17:41:26,798 - INFO - [51200/66739] Loss : 0.8857
|
| 504 |
+
2024-05-23 17:41:48,253 - INFO - [66560/66739] Loss : 0.8872
|
| 505 |
+
2024-05-23 17:41:54,814 - INFO - Test loss : 0.5079
|
| 506 |
+
2024-05-23 17:41:54,814 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-23 17:43:12,030 - INFO - [51200/66739] Loss : 0.8864
|
| 509 |
+
2024-05-23 17:43:33,471 - INFO - [66560/66739] Loss : 0.8878
|
| 510 |
+
2024-05-23 17:43:40,006 - INFO - Test loss : 0.5050
|
| 511 |
+
2024-05-23 17:43:40,006 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-23 17:44:57,156 - INFO - [51200/66739] Loss : 0.8855
|
| 514 |
+
2024-05-23 17:45:18,558 - INFO - [66560/66739] Loss : 0.8867
|
| 515 |
+
2024-05-23 17:45:25,126 - INFO - Test loss : 0.5056
|
| 516 |
+
2024-05-23 17:45:25,126 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-23 17:46:42,305 - INFO - [51200/66739] Loss : 0.8839
|
| 519 |
+
2024-05-23 17:47:03,793 - INFO - [66560/66739] Loss : 0.8849
|
| 520 |
+
2024-05-23 17:47:10,323 - INFO - Test loss : 0.5060
|
| 521 |
+
2024-05-23 17:47:10,323 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-23 17:48:26,698 - INFO - [51200/66739] Loss : 0.8866
|
| 524 |
+
2024-05-23 17:48:48,152 - INFO - [66560/66739] Loss : 0.8859
|
| 525 |
+
2024-05-23 17:48:54,697 - INFO - Test loss : 0.5036
|
| 526 |
+
2024-05-23 17:48:54,697 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-23 17:50:12,251 - INFO - [51200/66739] Loss : 0.8841
|
| 529 |
+
2024-05-23 17:50:33,682 - INFO - [66560/66739] Loss : 0.8851
|
| 530 |
+
2024-05-23 17:50:40,240 - INFO - Test loss : 0.5057
|
| 531 |
+
2024-05-23 17:50:40,240 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-23 17:51:57,405 - INFO - [51200/66739] Loss : 0.8808
|
| 534 |
+
2024-05-23 17:52:18,873 - INFO - [66560/66739] Loss : 0.8815
|
| 535 |
+
2024-05-23 17:52:25,416 - INFO - Test loss : 0.5093
|
| 536 |
+
2024-05-23 17:52:25,416 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-23 17:53:42,595 - INFO - [51200/66739] Loss : 0.8831
|
| 539 |
+
2024-05-23 17:54:03,993 - INFO - [66560/66739] Loss : 0.8827
|
| 540 |
+
2024-05-23 17:54:10,522 - INFO - Test loss : 0.5119
|
| 541 |
+
2024-05-23 17:54:10,523 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-23 17:55:28,554 - INFO - [51200/66739] Loss : 0.8815
|
| 544 |
+
2024-05-23 17:55:50,620 - INFO - [66560/66739] Loss : 0.8811
|
| 545 |
+
2024-05-23 17:55:57,349 - INFO - Test loss : 0.5124
|
| 546 |
+
2024-05-23 17:55:57,387 - INFO - (4449,)
|
| 547 |
+
2024-05-23 17:55:57,411 - INFO - Split ID: 0
|
| 548 |
+
2024-05-23 17:55:57,412 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 14.95
|
| 549 |
+
2024-05-23 17:55:57,413 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 30.01
|
| 550 |
+
2024-05-23 17:55:57,413 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 38.44
|
| 551 |
+
2024-05-23 17:55:57,413 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 53.32
|
| 552 |
+
2024-05-23 17:55:57,414 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-23 17:55:57,416 - INFO - (17798,)
|
| 555 |
+
2024-05-23 17:55:57,512 - INFO - Split ID: 0
|
| 556 |
+
2024-05-23 17:55:57,513 - INFO - Top 1 (Epoch 80)acc (%): 50.15
|
| 557 |
+
2024-05-23 17:55:57,513 - INFO - Top 3 (Epoch 80)acc (%): 73.9
|
| 558 |
+
2024-05-23 17:55:57,513 - INFO - Top 5 (Epoch 80)acc (%): 82.45
|
| 559 |
+
2024-05-23 17:55:57,513 - INFO - Top 10 (Epoch 80)acc (%): 91.06
|
| 560 |
+
2024-05-23 17:56:32,957 - INFO - Split ID: 0
|
| 561 |
+
2024-05-23 17:56:32,958 - INFO - Top 1 (Epoch 80)acc (%): 51.28
|
| 562 |
+
2024-05-23 17:56:32,958 - INFO - Top 3 (Epoch 80)acc (%): 75.76
|
| 563 |
+
2024-05-23 17:56:32,958 - INFO - Top 5 (Epoch 80)acc (%): 84.26
|
| 564 |
+
2024-05-23 17:56:32,958 - INFO - Top 10 (Epoch 80)acc (%): 92.43
|
| 565 |
+
2024-05-23 17:56:32,958 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-23 17:57:50,146 - INFO - [51200/66739] Loss : 0.8796
|
| 568 |
+
2024-05-23 17:58:11,609 - INFO - [66560/66739] Loss : 0.8813
|
| 569 |
+
2024-05-23 17:58:18,134 - INFO - Test loss : 0.5118
|
| 570 |
+
2024-05-23 17:58:18,134 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-23 17:59:35,328 - INFO - [51200/66739] Loss : 0.8793
|
| 573 |
+
2024-05-23 17:59:56,786 - INFO - [66560/66739] Loss : 0.8789
|
| 574 |
+
2024-05-23 18:00:03,325 - INFO - Test loss : 0.5125
|
| 575 |
+
2024-05-23 18:00:03,325 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-23 18:01:20,535 - INFO - [51200/66739] Loss : 0.8782
|
| 578 |
+
2024-05-23 18:01:41,952 - INFO - [66560/66739] Loss : 0.8799
|
| 579 |
+
2024-05-23 18:01:48,482 - INFO - Test loss : 0.5136
|
| 580 |
+
2024-05-23 18:01:48,482 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-23 18:03:03,749 - INFO - [51200/66739] Loss : 0.8784
|
| 583 |
+
2024-05-23 18:03:25,183 - INFO - [66560/66739] Loss : 0.8783
|
| 584 |
+
2024-05-23 18:03:31,681 - INFO - Test loss : 0.5127
|
| 585 |
+
2024-05-23 18:03:31,681 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-23 18:04:48,816 - INFO - [51200/66739] Loss : 0.8775
|
| 588 |
+
2024-05-23 18:05:10,236 - INFO - [66560/66739] Loss : 0.8784
|
| 589 |
+
2024-05-23 18:05:16,757 - INFO - Test loss : 0.5140
|
| 590 |
+
2024-05-23 18:05:16,757 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-23 18:06:33,953 - INFO - [51200/66739] Loss : 0.8795
|
| 593 |
+
2024-05-23 18:06:55,384 - INFO - [66560/66739] Loss : 0.8785
|
| 594 |
+
2024-05-23 18:07:01,907 - INFO - Test loss : 0.5163
|
| 595 |
+
2024-05-23 18:07:01,907 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-23 18:08:19,369 - INFO - [51200/66739] Loss : 0.8766
|
| 598 |
+
2024-05-23 18:08:40,864 - INFO - [66560/66739] Loss : 0.8779
|
| 599 |
+
2024-05-23 18:08:47,411 - INFO - Test loss : 0.5139
|
| 600 |
+
2024-05-23 18:08:47,412 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-23 18:10:04,522 - INFO - [51200/66739] Loss : 0.8779
|
| 603 |
+
2024-05-23 18:10:25,931 - INFO - [66560/66739] Loss : 0.8770
|
| 604 |
+
2024-05-23 18:10:32,454 - INFO - Test loss : 0.5137
|
| 605 |
+
2024-05-23 18:10:32,455 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-23 18:11:51,250 - INFO - [51200/66739] Loss : 0.8760
|
| 608 |
+
2024-05-23 18:12:13,100 - INFO - [66560/66739] Loss : 0.8768
|
| 609 |
+
2024-05-23 18:12:19,623 - INFO - Test loss : 0.5140
|
| 610 |
+
2024-05-23 18:12:19,623 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-23 18:13:36,717 - INFO - [51200/66739] Loss : 0.8783
|
| 613 |
+
2024-05-23 18:13:58,196 - INFO - [66560/66739] Loss : 0.8771
|
| 614 |
+
2024-05-23 18:14:04,732 - INFO - Test loss : 0.5163
|
| 615 |
+
2024-05-23 18:14:04,770 - INFO - (4449,)
|
| 616 |
+
2024-05-23 18:14:04,793 - INFO - Split ID: 0
|
| 617 |
+
2024-05-23 18:14:04,795 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 14.97
|
| 618 |
+
2024-05-23 18:14:04,795 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 29.78
|
| 619 |
+
2024-05-23 18:14:04,795 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 39.0
|
| 620 |
+
2024-05-23 18:14:04,796 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 53.83
|
| 621 |
+
2024-05-23 18:14:04,796 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-23 18:14:04,798 - INFO - (17798,)
|
| 624 |
+
2024-05-23 18:14:04,895 - INFO - Split ID: 0
|
| 625 |
+
2024-05-23 18:14:04,895 - INFO - Top 1 (Epoch 90)acc (%): 50.15
|
| 626 |
+
2024-05-23 18:14:04,895 - INFO - Top 3 (Epoch 90)acc (%): 73.9
|
| 627 |
+
2024-05-23 18:14:04,895 - INFO - Top 5 (Epoch 90)acc (%): 82.45
|
| 628 |
+
2024-05-23 18:14:04,895 - INFO - Top 10 (Epoch 90)acc (%): 91.06
|
| 629 |
+
2024-05-23 18:14:39,859 - INFO - Split ID: 0
|
| 630 |
+
2024-05-23 18:14:39,859 - INFO - Top 1 (Epoch 90)acc (%): 51.3
|
| 631 |
+
2024-05-23 18:14:39,859 - INFO - Top 3 (Epoch 90)acc (%): 75.65
|
| 632 |
+
2024-05-23 18:14:39,859 - INFO - Top 5 (Epoch 90)acc (%): 84.24
|
| 633 |
+
2024-05-23 18:14:39,859 - INFO - Top 10 (Epoch 90)acc (%): 92.44
|
| 634 |
+
2024-05-23 18:14:39,860 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-23 18:15:56,995 - INFO - [51200/66739] Loss : 0.8758
|
| 637 |
+
2024-05-23 18:16:18,419 - INFO - [66560/66739] Loss : 0.8762
|
| 638 |
+
2024-05-23 18:16:24,928 - INFO - Test loss : 0.5157
|
| 639 |
+
2024-05-23 18:16:24,928 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-23 18:17:41,390 - INFO - [51200/66739] Loss : 0.8748
|
| 642 |
+
2024-05-23 18:18:02,852 - INFO - [66560/66739] Loss : 0.8758
|
| 643 |
+
2024-05-23 18:18:09,377 - INFO - Test loss : 0.5172
|
| 644 |
+
2024-05-23 18:18:09,378 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-23 18:19:26,487 - INFO - [51200/66739] Loss : 0.8716
|
| 647 |
+
2024-05-23 18:19:47,932 - INFO - [66560/66739] Loss : 0.8727
|
| 648 |
+
2024-05-23 18:19:54,468 - INFO - Test loss : 0.5177
|
| 649 |
+
2024-05-23 18:19:54,468 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-23 18:21:11,556 - INFO - [51200/66739] Loss : 0.8739
|
| 652 |
+
2024-05-23 18:21:32,969 - INFO - [66560/66739] Loss : 0.8735
|
| 653 |
+
2024-05-23 18:21:39,501 - INFO - Test loss : 0.5181
|
| 654 |
+
2024-05-23 18:21:39,501 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-23 18:22:56,694 - INFO - [51200/66739] Loss : 0.8744
|
| 657 |
+
2024-05-23 18:23:18,132 - INFO - [66560/66739] Loss : 0.8749
|
| 658 |
+
2024-05-23 18:23:24,675 - INFO - Test loss : 0.5170
|
| 659 |
+
2024-05-23 18:23:24,675 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-23 18:24:41,643 - INFO - [51200/66739] Loss : 0.8734
|
| 662 |
+
2024-05-23 18:25:03,237 - INFO - [66560/66739] Loss : 0.8732
|
| 663 |
+
2024-05-23 18:25:09,755 - INFO - Test loss : 0.5167
|
| 664 |
+
2024-05-23 18:25:09,755 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-23 18:26:27,305 - INFO - [51200/66739] Loss : 0.8740
|
| 667 |
+
2024-05-23 18:26:48,754 - INFO - [66560/66739] Loss : 0.8725
|
| 668 |
+
2024-05-23 18:26:55,470 - INFO - Test loss : 0.5174
|
| 669 |
+
2024-05-23 18:26:55,470 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-23 18:28:14,559 - INFO - [51200/66739] Loss : 0.8761
|
| 672 |
+
2024-05-23 18:28:35,984 - INFO - [66560/66739] Loss : 0.8765
|
| 673 |
+
2024-05-23 18:28:42,536 - INFO - Test loss : 0.5186
|
| 674 |
+
2024-05-23 18:28:42,536 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-23 18:29:59,591 - INFO - [51200/66739] Loss : 0.8736
|
| 677 |
+
2024-05-23 18:30:19,685 - INFO - [66560/66739] Loss : 0.8721
|
| 678 |
+
2024-05-23 18:30:25,112 - INFO - Test loss : 0.5182
|
| 679 |
+
2024-05-23 18:30:25,113 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 680 |
+
2024-05-23 18:30:25,132 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 681 |
+
2024-05-23 18:30:25,147 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-23 18:30:25,149 - INFO - (17798,)
|
| 684 |
+
2024-05-23 18:30:25,246 - INFO - Split ID: 0
|
| 685 |
+
2024-05-23 18:30:25,247 - INFO - Top 1 acc (%): 50.15
|
| 686 |
+
2024-05-23 18:30:25,247 - INFO - Top 3 acc (%): 73.9
|
| 687 |
+
2024-05-23 18:30:25,247 - INFO - Top 5 acc (%): 82.45
|
| 688 |
+
2024-05-23 18:30:25,247 - INFO - Top 10 acc (%): 91.06
|
| 689 |
+
2024-05-23 18:30:54,350 - INFO - Split ID: 0
|
| 690 |
+
2024-05-23 18:30:54,351 - INFO - Top 1 acc (%): 51.35
|
| 691 |
+
2024-05-23 18:30:54,351 - INFO - Top 3 acc (%): 75.64
|
| 692 |
+
2024-05-23 18:30:54,351 - INFO - Top 5 acc (%): 84.23
|
| 693 |
+
2024-05-23 18:30:54,351 - INFO - Top 10 acc (%): 92.45
|
| 694 |
+
2024-05-23 18:30:54,353 - INFO -
|
| 695 |
+
Sphere2Vec-sphereC
|
| 696 |
+
2024-05-23 18:30:54,353 - INFO - Model : model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 697 |
+
2024-05-23 18:30:54,409 - INFO - (4449,)
|
| 698 |
+
2024-05-23 18:30:54,435 - INFO - Split ID: 0
|
| 699 |
+
2024-05-23 18:30:54,437 - INFO - Top 1 LocEnc acc (%): 15.35
|
| 700 |
+
2024-05-23 18:30:54,437 - INFO - Top 3 LocEnc acc (%): 30.03
|
| 701 |
+
2024-05-23 18:30:54,437 - INFO - Top 5 LocEnc acc (%): 38.73
|
| 702 |
+
2024-05-23 18:30:54,438 - INFO - Top 10 LocEnc acc (%): 53.83
|
| 703 |
+
2024-05-30 19:11:06,415 - INFO -
|
| 704 |
+
num_classes 100
|
| 705 |
+
2024-05-30 19:11:06,448 - INFO - num train 66739
|
| 706 |
+
2024-05-30 19:11:06,448 - INFO - num val 4449
|
| 707 |
+
2024-05-30 19:11:06,448 - INFO - train loss full_loss
|
| 708 |
+
2024-05-30 19:11:06,448 - INFO - model name ../models/sphere2vec_sphereC/model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 709 |
+
2024-05-30 19:11:06,448 - INFO - num users 1
|
| 710 |
+
2024-05-30 19:11:06,630 - INFO -
|
| 711 |
+
Only Sphere2Vec-sphereC
|
| 712 |
+
2024-05-30 19:11:06,631 - INFO - Model : model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 713 |
+
2024-05-30 19:11:06,702 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 714 |
+
2024-05-30 19:11:06,717 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 715 |
+
2024-05-30 19:11:06,736 - INFO -
|
| 716 |
+
No prior
|
| 717 |
+
2024-05-30 19:11:06,739 - INFO - (17798,)
|
| 718 |
+
2024-05-30 19:11:07,128 - INFO - Save results to ../eval_results/eval_yfcc__test_no_prior.csv
|
| 719 |
+
2024-05-30 19:11:07,128 - INFO - Split ID: 0
|
| 720 |
+
2024-05-30 19:11:07,129 - INFO - Top 1 acc (%): 50.15
|
| 721 |
+
2024-05-30 19:11:07,129 - INFO - Top 3 acc (%): 73.9
|
| 722 |
+
2024-05-30 19:11:07,129 - INFO - Top 5 acc (%): 82.45
|
| 723 |
+
2024-05-30 19:11:07,129 - INFO - Top 10 acc (%): 91.06
|
| 724 |
+
2024-05-30 19:11:18,429 - INFO - Split ID: 0
|
| 725 |
+
2024-05-30 19:11:18,430 - INFO - Top 1 hit (%): 51.35
|
| 726 |
+
2024-05-30 19:11:18,430 - INFO - Top 3 hit (%): 75.64
|
| 727 |
+
2024-05-30 19:11:18,430 - INFO - Top 5 hit (%): 84.23
|
| 728 |
+
2024-05-30 19:11:18,430 - INFO - Top 10 hit (%): 92.45
|
| 729 |
+
2024-05-30 19:11:18,436 - INFO -
|
| 730 |
+
Only Sphere2Vec-sphereC
|
| 731 |
+
2024-05-30 19:11:18,436 - INFO - Model : model_yfcc_Sphere2Vec-sphereC_inception_v3_0.0005_64_0.0001000_1_512.pth.tar
|
| 732 |
+
2024-05-30 19:11:18,489 - INFO - (4449,)
|
| 733 |
+
2024-05-30 19:11:18,514 - INFO - Split ID: 0
|
| 734 |
+
2024-05-30 19:11:18,516 - INFO - Top 1 LocEnc acc (%): 15.35
|
| 735 |
+
2024-05-30 19:11:18,516 - INFO - Top 3 LocEnc acc (%): 30.03
|
| 736 |
+
2024-05-30 19:11:18,516 - INFO - Top 5 LocEnc acc (%): 38.73
|
| 737 |
+
2024-05-30 19:11:18,516 - INFO - Top 10 LocEnc acc (%): 53.83
|