Upload data/model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.log with huggingface_hub
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data/model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.log
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| 1 |
+
2024-05-23 19:54:58,262 - INFO -
|
| 2 |
+
num_classes 100
|
| 3 |
+
2024-05-23 19:54:58,262 - INFO - num train 66739
|
| 4 |
+
2024-05-23 19:54:58,262 - INFO - num val 4449
|
| 5 |
+
2024-05-23 19:54:58,263 - INFO - train loss full_loss
|
| 6 |
+
2024-05-23 19:54:58,263 - INFO - model name ../models/sphere2vec_sphereCplus/model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 7 |
+
2024-05-23 19:54:58,263 - INFO - num users 1
|
| 8 |
+
2024-05-23 19:54:58,464 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-23 19:56:15,926 - INFO - [51200/66739] Loss : 1.7247
|
| 11 |
+
2024-05-23 19:56:37,416 - INFO - [66560/66739] Loss : 1.6419
|
| 12 |
+
2024-05-23 19:56:43,944 - INFO - Test loss : 0.5952
|
| 13 |
+
2024-05-23 19:56:43,944 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-23 19:58:01,111 - INFO - [51200/66739] Loss : 1.2388
|
| 16 |
+
2024-05-23 19:58:22,613 - INFO - [66560/66739] Loss : 1.2302
|
| 17 |
+
2024-05-23 19:58:29,162 - INFO - Test loss : 0.5032
|
| 18 |
+
2024-05-23 19:58:29,162 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-23 19:59:46,356 - INFO - [51200/66739] Loss : 1.1690
|
| 21 |
+
2024-05-23 20:00:07,804 - INFO - [66560/66739] Loss : 1.1648
|
| 22 |
+
2024-05-23 20:00:14,373 - INFO - Test loss : 0.4787
|
| 23 |
+
2024-05-23 20:00:14,373 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-23 20:01:31,523 - INFO - [51200/66739] Loss : 1.1320
|
| 26 |
+
2024-05-23 20:01:52,919 - INFO - [66560/66739] Loss : 1.1292
|
| 27 |
+
2024-05-23 20:01:59,623 - INFO - Test loss : 0.4668
|
| 28 |
+
2024-05-23 20:01:59,623 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-23 20:03:16,659 - INFO - [51200/66739] Loss : 1.1049
|
| 31 |
+
2024-05-23 20:03:34,411 - INFO - [66560/66739] Loss : 1.1031
|
| 32 |
+
2024-05-23 20:03:39,825 - INFO - Test loss : 0.4578
|
| 33 |
+
2024-05-23 20:03:39,825 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-23 20:04:45,250 - INFO - [51200/66739] Loss : 1.0837
|
| 36 |
+
2024-05-23 20:05:07,148 - INFO - [66560/66739] Loss : 1.0838
|
| 37 |
+
2024-05-23 20:05:13,847 - INFO - Test loss : 0.4583
|
| 38 |
+
2024-05-23 20:05:13,847 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-23 20:06:32,757 - INFO - [51200/66739] Loss : 1.0686
|
| 41 |
+
2024-05-23 20:06:54,717 - INFO - [66560/66739] Loss : 1.0684
|
| 42 |
+
2024-05-23 20:07:01,351 - INFO - Test loss : 0.4599
|
| 43 |
+
2024-05-23 20:07:01,351 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-23 20:08:18,585 - INFO - [51200/66739] Loss : 1.0560
|
| 46 |
+
2024-05-23 20:08:40,036 - INFO - [66560/66739] Loss : 1.0571
|
| 47 |
+
2024-05-23 20:08:46,549 - INFO - Test loss : 0.4545
|
| 48 |
+
2024-05-23 20:08:46,549 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-23 20:10:03,816 - INFO - [51200/66739] Loss : 1.0481
|
| 51 |
+
2024-05-23 20:10:25,232 - INFO - [66560/66739] Loss : 1.0465
|
| 52 |
+
2024-05-23 20:10:31,788 - INFO - Test loss : 0.4537
|
| 53 |
+
2024-05-23 20:10:31,788 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-23 20:11:48,982 - INFO - [51200/66739] Loss : 1.0381
|
| 56 |
+
2024-05-23 20:12:10,410 - INFO - [66560/66739] Loss : 1.0371
|
| 57 |
+
2024-05-23 20:12:16,075 - INFO - Test loss : 0.4548
|
| 58 |
+
2024-05-23 20:12:16,076 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-23 20:13:33,074 - INFO - [51200/66739] Loss : 1.0307
|
| 61 |
+
2024-05-23 20:13:54,530 - INFO - [66560/66739] Loss : 1.0304
|
| 62 |
+
2024-05-23 20:14:01,054 - INFO - Test loss : 0.4583
|
| 63 |
+
2024-05-23 20:14:01,101 - INFO - (4449,)
|
| 64 |
+
2024-05-23 20:14:01,126 - INFO - Split ID: 0
|
| 65 |
+
2024-05-23 20:14:01,128 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 11.15
|
| 66 |
+
2024-05-23 20:14:01,128 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 23.67
|
| 67 |
+
2024-05-23 20:14:01,128 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 33.09
|
| 68 |
+
2024-05-23 20:14:01,129 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 47.81
|
| 69 |
+
2024-05-23 20:14:01,129 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-23 20:14:01,131 - INFO - (17798,)
|
| 72 |
+
2024-05-23 20:14:01,228 - INFO - Split ID: 0
|
| 73 |
+
2024-05-23 20:14:01,228 - INFO - Top 1 (Epoch 10)acc (%): 50.15
|
| 74 |
+
2024-05-23 20:14:01,228 - INFO - Top 3 (Epoch 10)acc (%): 73.9
|
| 75 |
+
2024-05-23 20:14:01,228 - INFO - Top 5 (Epoch 10)acc (%): 82.45
|
| 76 |
+
2024-05-23 20:14:01,228 - INFO - Top 10 (Epoch 10)acc (%): 91.06
|
| 77 |
+
2024-05-23 20:14:36,130 - INFO - Split ID: 0
|
| 78 |
+
2024-05-23 20:14:36,130 - INFO - Top 1 (Epoch 10)acc (%): 51.05
|
| 79 |
+
2024-05-23 20:14:36,130 - INFO - Top 3 (Epoch 10)acc (%): 75.5
|
| 80 |
+
2024-05-23 20:14:36,130 - INFO - Top 5 (Epoch 10)acc (%): 83.91
|
| 81 |
+
2024-05-23 20:14:36,130 - INFO - Top 10 (Epoch 10)acc (%): 92.13
|
| 82 |
+
2024-05-23 20:14:36,131 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-23 20:15:53,260 - INFO - [51200/66739] Loss : 1.0228
|
| 85 |
+
2024-05-23 20:16:14,633 - INFO - [66560/66739] Loss : 1.0215
|
| 86 |
+
2024-05-23 20:16:21,159 - INFO - Test loss : 0.4582
|
| 87 |
+
2024-05-23 20:16:21,159 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-23 20:17:37,605 - INFO - [51200/66739] Loss : 1.0138
|
| 90 |
+
2024-05-23 20:17:59,719 - INFO - [66560/66739] Loss : 1.0151
|
| 91 |
+
2024-05-23 20:18:06,403 - INFO - Test loss : 0.4601
|
| 92 |
+
2024-05-23 20:18:06,403 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-23 20:19:24,638 - INFO - [51200/66739] Loss : 1.0087
|
| 95 |
+
2024-05-23 20:19:46,047 - INFO - [66560/66739] Loss : 1.0094
|
| 96 |
+
2024-05-23 20:19:52,604 - INFO - Test loss : 0.4606
|
| 97 |
+
2024-05-23 20:19:52,604 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-23 20:21:10,052 - INFO - [51200/66739] Loss : 1.0029
|
| 100 |
+
2024-05-23 20:21:31,451 - INFO - [66560/66739] Loss : 1.0037
|
| 101 |
+
2024-05-23 20:21:37,988 - INFO - Test loss : 0.4588
|
| 102 |
+
2024-05-23 20:21:37,988 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-23 20:22:55,055 - INFO - [51200/66739] Loss : 0.9979
|
| 105 |
+
2024-05-23 20:23:16,497 - INFO - [66560/66739] Loss : 0.9986
|
| 106 |
+
2024-05-23 20:23:23,017 - INFO - Test loss : 0.4631
|
| 107 |
+
2024-05-23 20:23:23,018 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-23 20:24:40,086 - INFO - [51200/66739] Loss : 0.9942
|
| 110 |
+
2024-05-23 20:25:01,464 - INFO - [66560/66739] Loss : 0.9930
|
| 111 |
+
2024-05-23 20:25:07,994 - INFO - Test loss : 0.4654
|
| 112 |
+
2024-05-23 20:25:07,994 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-23 20:26:25,131 - INFO - [51200/66739] Loss : 0.9893
|
| 115 |
+
2024-05-23 20:26:46,532 - INFO - [66560/66739] Loss : 0.9884
|
| 116 |
+
2024-05-23 20:26:53,058 - INFO - Test loss : 0.4601
|
| 117 |
+
2024-05-23 20:26:53,058 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-23 20:28:10,182 - INFO - [51200/66739] Loss : 0.9844
|
| 120 |
+
2024-05-23 20:28:31,669 - INFO - [66560/66739] Loss : 0.9842
|
| 121 |
+
2024-05-23 20:28:38,212 - INFO - Test loss : 0.4657
|
| 122 |
+
2024-05-23 20:28:38,212 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-23 20:29:55,339 - INFO - [51200/66739] Loss : 0.9822
|
| 125 |
+
2024-05-23 20:30:16,762 - INFO - [66560/66739] Loss : 0.9825
|
| 126 |
+
2024-05-23 20:30:23,274 - INFO - Test loss : 0.4647
|
| 127 |
+
2024-05-23 20:30:23,274 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-23 20:31:40,367 - INFO - [51200/66739] Loss : 0.9761
|
| 130 |
+
2024-05-23 20:32:01,964 - INFO - [66560/66739] Loss : 0.9763
|
| 131 |
+
2024-05-23 20:32:08,654 - INFO - Test loss : 0.4663
|
| 132 |
+
2024-05-23 20:32:08,693 - INFO - (4449,)
|
| 133 |
+
2024-05-23 20:32:08,715 - INFO - Split ID: 0
|
| 134 |
+
2024-05-23 20:32:08,717 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 12.27
|
| 135 |
+
2024-05-23 20:32:08,717 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 26.01
|
| 136 |
+
2024-05-23 20:32:08,718 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 34.95
|
| 137 |
+
2024-05-23 20:32:08,718 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 50.33
|
| 138 |
+
2024-05-23 20:32:08,718 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-23 20:32:08,720 - INFO - (17798,)
|
| 141 |
+
2024-05-23 20:32:08,813 - INFO - Split ID: 0
|
| 142 |
+
2024-05-23 20:32:08,813 - INFO - Top 1 (Epoch 20)acc (%): 50.15
|
| 143 |
+
2024-05-23 20:32:08,813 - INFO - Top 3 (Epoch 20)acc (%): 73.9
|
| 144 |
+
2024-05-23 20:32:08,813 - INFO - Top 5 (Epoch 20)acc (%): 82.45
|
| 145 |
+
2024-05-23 20:32:08,813 - INFO - Top 10 (Epoch 20)acc (%): 91.06
|
| 146 |
+
2024-05-23 20:32:44,728 - INFO - Split ID: 0
|
| 147 |
+
2024-05-23 20:32:44,728 - INFO - Top 1 (Epoch 20)acc (%): 51.09
|
| 148 |
+
2024-05-23 20:32:44,728 - INFO - Top 3 (Epoch 20)acc (%): 75.45
|
| 149 |
+
2024-05-23 20:32:44,728 - INFO - Top 5 (Epoch 20)acc (%): 83.99
|
| 150 |
+
2024-05-23 20:32:44,728 - INFO - Top 10 (Epoch 20)acc (%): 92.3
|
| 151 |
+
2024-05-23 20:32:44,728 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-23 20:33:54,554 - INFO - [51200/66739] Loss : 0.9707
|
| 154 |
+
2024-05-23 20:34:12,466 - INFO - [66560/66739] Loss : 0.9718
|
| 155 |
+
2024-05-23 20:34:17,885 - INFO - Test loss : 0.4675
|
| 156 |
+
2024-05-23 20:34:17,885 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-23 20:35:22,203 - INFO - [51200/66739] Loss : 0.9664
|
| 159 |
+
2024-05-23 20:35:40,041 - INFO - [66560/66739] Loss : 0.9680
|
| 160 |
+
2024-05-23 20:35:45,479 - INFO - Test loss : 0.4656
|
| 161 |
+
2024-05-23 20:35:45,479 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-23 20:36:49,810 - INFO - [51200/66739] Loss : 0.9681
|
| 164 |
+
2024-05-23 20:37:07,662 - INFO - [66560/66739] Loss : 0.9673
|
| 165 |
+
2024-05-23 20:37:13,121 - INFO - Test loss : 0.4670
|
| 166 |
+
2024-05-23 20:37:13,121 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-23 20:38:17,654 - INFO - [51200/66739] Loss : 0.9635
|
| 169 |
+
2024-05-23 20:38:35,586 - INFO - [66560/66739] Loss : 0.9626
|
| 170 |
+
2024-05-23 20:38:40,999 - INFO - Test loss : 0.4744
|
| 171 |
+
2024-05-23 20:38:40,999 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-23 20:39:45,199 - INFO - [51200/66739] Loss : 0.9576
|
| 174 |
+
2024-05-23 20:40:03,028 - INFO - [66560/66739] Loss : 0.9597
|
| 175 |
+
2024-05-23 20:40:08,441 - INFO - Test loss : 0.4731
|
| 176 |
+
2024-05-23 20:40:08,441 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-23 20:41:12,710 - INFO - [51200/66739] Loss : 0.9555
|
| 179 |
+
2024-05-23 20:41:30,575 - INFO - [66560/66739] Loss : 0.9569
|
| 180 |
+
2024-05-23 20:41:36,017 - INFO - Test loss : 0.4755
|
| 181 |
+
2024-05-23 20:41:36,018 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-23 20:42:40,312 - INFO - [51200/66739] Loss : 0.9533
|
| 184 |
+
2024-05-23 20:42:57,731 - INFO - [66560/66739] Loss : 0.9550
|
| 185 |
+
2024-05-23 20:43:02,487 - INFO - Test loss : 0.4703
|
| 186 |
+
2024-05-23 20:43:02,487 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-23 20:44:06,790 - INFO - [51200/66739] Loss : 0.9511
|
| 189 |
+
2024-05-23 20:44:24,673 - INFO - [66560/66739] Loss : 0.9515
|
| 190 |
+
2024-05-23 20:44:30,131 - INFO - Test loss : 0.4751
|
| 191 |
+
2024-05-23 20:44:30,131 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-23 20:45:34,606 - INFO - [51200/66739] Loss : 0.9490
|
| 194 |
+
2024-05-23 20:45:52,511 - INFO - [66560/66739] Loss : 0.9472
|
| 195 |
+
2024-05-23 20:45:57,971 - INFO - Test loss : 0.4808
|
| 196 |
+
2024-05-23 20:45:57,971 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-23 20:47:01,469 - INFO - [51200/66739] Loss : 0.9475
|
| 199 |
+
2024-05-23 20:47:19,425 - INFO - [66560/66739] Loss : 0.9462
|
| 200 |
+
2024-05-23 20:47:24,875 - INFO - Test loss : 0.4819
|
| 201 |
+
2024-05-23 20:47:24,924 - INFO - (4449,)
|
| 202 |
+
2024-05-23 20:47:24,948 - INFO - Split ID: 0
|
| 203 |
+
2024-05-23 20:47:24,950 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 12.59
|
| 204 |
+
2024-05-23 20:47:24,950 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 26.9
|
| 205 |
+
2024-05-23 20:47:24,950 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 35.69
|
| 206 |
+
2024-05-23 20:47:24,950 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 51.85
|
| 207 |
+
2024-05-23 20:47:24,951 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-23 20:47:24,953 - INFO - (17798,)
|
| 210 |
+
2024-05-23 20:47:25,049 - INFO - Split ID: 0
|
| 211 |
+
2024-05-23 20:47:25,049 - INFO - Top 1 (Epoch 30)acc (%): 50.15
|
| 212 |
+
2024-05-23 20:47:25,049 - INFO - Top 3 (Epoch 30)acc (%): 73.9
|
| 213 |
+
2024-05-23 20:47:25,049 - INFO - Top 5 (Epoch 30)acc (%): 82.45
|
| 214 |
+
2024-05-23 20:47:25,050 - INFO - Top 10 (Epoch 30)acc (%): 91.06
|
| 215 |
+
2024-05-23 20:47:54,215 - INFO - Split ID: 0
|
| 216 |
+
2024-05-23 20:47:54,215 - INFO - Top 1 (Epoch 30)acc (%): 51.15
|
| 217 |
+
2024-05-23 20:47:54,215 - INFO - Top 3 (Epoch 30)acc (%): 75.54
|
| 218 |
+
2024-05-23 20:47:54,215 - INFO - Top 5 (Epoch 30)acc (%): 84.14
|
| 219 |
+
2024-05-23 20:47:54,215 - INFO - Top 10 (Epoch 30)acc (%): 92.4
|
| 220 |
+
2024-05-23 20:47:54,217 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-23 20:48:58,610 - INFO - [51200/66739] Loss : 0.9428
|
| 223 |
+
2024-05-23 20:49:16,498 - INFO - [66560/66739] Loss : 0.9423
|
| 224 |
+
2024-05-23 20:49:21,947 - INFO - Test loss : 0.4805
|
| 225 |
+
2024-05-23 20:49:21,947 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-23 20:50:26,500 - INFO - [51200/66739] Loss : 0.9398
|
| 228 |
+
2024-05-23 20:50:44,402 - INFO - [66560/66739] Loss : 0.9407
|
| 229 |
+
2024-05-23 20:50:49,861 - INFO - Test loss : 0.4850
|
| 230 |
+
2024-05-23 20:50:49,861 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-23 20:51:54,300 - INFO - [51200/66739] Loss : 0.9390
|
| 233 |
+
2024-05-23 20:52:12,269 - INFO - [66560/66739] Loss : 0.9395
|
| 234 |
+
2024-05-23 20:52:17,676 - INFO - Test loss : 0.4851
|
| 235 |
+
2024-05-23 20:52:17,677 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-23 20:53:22,506 - INFO - [51200/66739] Loss : 0.9382
|
| 238 |
+
2024-05-23 20:53:40,410 - INFO - [66560/66739] Loss : 0.9355
|
| 239 |
+
2024-05-23 20:53:45,872 - INFO - Test loss : 0.4860
|
| 240 |
+
2024-05-23 20:53:45,872 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-23 20:54:50,333 - INFO - [51200/66739] Loss : 0.9359
|
| 243 |
+
2024-05-23 20:55:08,200 - INFO - [66560/66739] Loss : 0.9348
|
| 244 |
+
2024-05-23 20:55:13,643 - INFO - Test loss : 0.4893
|
| 245 |
+
2024-05-23 20:55:13,644 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-23 20:56:18,040 - INFO - [51200/66739] Loss : 0.9311
|
| 248 |
+
2024-05-23 20:56:36,077 - INFO - [66560/66739] Loss : 0.9323
|
| 249 |
+
2024-05-23 20:56:41,504 - INFO - Test loss : 0.4847
|
| 250 |
+
2024-05-23 20:56:41,504 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-23 20:57:45,907 - INFO - [51200/66739] Loss : 0.9289
|
| 253 |
+
2024-05-23 20:58:03,829 - INFO - [66560/66739] Loss : 0.9290
|
| 254 |
+
2024-05-23 20:58:09,262 - INFO - Test loss : 0.4933
|
| 255 |
+
2024-05-23 20:58:09,262 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-23 20:59:13,775 - INFO - [51200/66739] Loss : 0.9267
|
| 258 |
+
2024-05-23 20:59:31,659 - INFO - [66560/66739] Loss : 0.9290
|
| 259 |
+
2024-05-23 20:59:37,107 - INFO - Test loss : 0.4888
|
| 260 |
+
2024-05-23 20:59:37,107 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-23 21:00:41,502 - INFO - [51200/66739] Loss : 0.9258
|
| 263 |
+
2024-05-23 21:00:59,468 - INFO - [66560/66739] Loss : 0.9262
|
| 264 |
+
2024-05-23 21:01:04,906 - INFO - Test loss : 0.4895
|
| 265 |
+
2024-05-23 21:01:04,906 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-23 21:02:09,328 - INFO - [51200/66739] Loss : 0.9268
|
| 268 |
+
2024-05-23 21:02:27,225 - INFO - [66560/66739] Loss : 0.9260
|
| 269 |
+
2024-05-23 21:02:32,672 - INFO - Test loss : 0.4960
|
| 270 |
+
2024-05-23 21:02:32,706 - INFO - (4449,)
|
| 271 |
+
2024-05-23 21:02:32,729 - INFO - Split ID: 0
|
| 272 |
+
2024-05-23 21:02:32,731 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 13.17
|
| 273 |
+
2024-05-23 21:02:32,731 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 27.49
|
| 274 |
+
2024-05-23 21:02:32,731 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 36.73
|
| 275 |
+
2024-05-23 21:02:32,732 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 52.71
|
| 276 |
+
2024-05-23 21:02:32,732 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-23 21:02:32,734 - INFO - (17798,)
|
| 279 |
+
2024-05-23 21:02:32,829 - INFO - Split ID: 0
|
| 280 |
+
2024-05-23 21:02:32,829 - INFO - Top 1 (Epoch 40)acc (%): 50.15
|
| 281 |
+
2024-05-23 21:02:32,829 - INFO - Top 3 (Epoch 40)acc (%): 73.9
|
| 282 |
+
2024-05-23 21:02:32,829 - INFO - Top 5 (Epoch 40)acc (%): 82.45
|
| 283 |
+
2024-05-23 21:02:32,829 - INFO - Top 10 (Epoch 40)acc (%): 91.06
|
| 284 |
+
2024-05-23 21:03:02,005 - INFO - Split ID: 0
|
| 285 |
+
2024-05-23 21:03:02,005 - INFO - Top 1 (Epoch 40)acc (%): 51.2
|
| 286 |
+
2024-05-23 21:03:02,005 - INFO - Top 3 (Epoch 40)acc (%): 75.62
|
| 287 |
+
2024-05-23 21:03:02,005 - INFO - Top 5 (Epoch 40)acc (%): 84.13
|
| 288 |
+
2024-05-23 21:03:02,005 - INFO - Top 10 (Epoch 40)acc (%): 92.43
|
| 289 |
+
2024-05-23 21:03:02,007 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-23 21:04:06,485 - INFO - [51200/66739] Loss : 0.9213
|
| 292 |
+
2024-05-23 21:04:24,424 - INFO - [66560/66739] Loss : 0.9231
|
| 293 |
+
2024-05-23 21:04:29,882 - INFO - Test loss : 0.4968
|
| 294 |
+
2024-05-23 21:04:29,882 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-23 21:05:34,367 - INFO - [51200/66739] Loss : 0.9192
|
| 297 |
+
2024-05-23 21:05:52,295 - INFO - [66560/66739] Loss : 0.9208
|
| 298 |
+
2024-05-23 21:05:57,740 - INFO - Test loss : 0.4949
|
| 299 |
+
2024-05-23 21:05:57,740 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-23 21:07:02,239 - INFO - [51200/66739] Loss : 0.9168
|
| 302 |
+
2024-05-23 21:07:20,163 - INFO - [66560/66739] Loss : 0.9180
|
| 303 |
+
2024-05-23 21:07:25,602 - INFO - Test loss : 0.4945
|
| 304 |
+
2024-05-23 21:07:25,602 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-23 21:08:30,416 - INFO - [51200/66739] Loss : 0.9156
|
| 307 |
+
2024-05-23 21:08:48,351 - INFO - [66560/66739] Loss : 0.9177
|
| 308 |
+
2024-05-23 21:08:53,789 - INFO - Test loss : 0.4915
|
| 309 |
+
2024-05-23 21:08:53,790 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-23 21:09:57,802 - INFO - [51200/66739] Loss : 0.9170
|
| 312 |
+
2024-05-23 21:10:14,849 - INFO - [66560/66739] Loss : 0.9161
|
| 313 |
+
2024-05-23 21:10:20,295 - INFO - Test loss : 0.4991
|
| 314 |
+
2024-05-23 21:10:20,296 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-23 21:11:24,633 - INFO - [51200/66739] Loss : 0.9150
|
| 317 |
+
2024-05-23 21:11:42,491 - INFO - [66560/66739] Loss : 0.9158
|
| 318 |
+
2024-05-23 21:11:47,928 - INFO - Test loss : 0.5008
|
| 319 |
+
2024-05-23 21:11:47,928 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-23 21:12:52,373 - INFO - [51200/66739] Loss : 0.9135
|
| 322 |
+
2024-05-23 21:13:10,277 - INFO - [66560/66739] Loss : 0.9157
|
| 323 |
+
2024-05-23 21:13:15,733 - INFO - Test loss : 0.4955
|
| 324 |
+
2024-05-23 21:13:15,733 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-23 21:14:19,189 - INFO - [51200/66739] Loss : 0.9128
|
| 327 |
+
2024-05-23 21:14:37,128 - INFO - [66560/66739] Loss : 0.9125
|
| 328 |
+
2024-05-23 21:14:42,578 - INFO - Test loss : 0.5033
|
| 329 |
+
2024-05-23 21:14:42,578 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-23 21:15:46,994 - INFO - [51200/66739] Loss : 0.9088
|
| 332 |
+
2024-05-23 21:16:04,887 - INFO - [66560/66739] Loss : 0.9101
|
| 333 |
+
2024-05-23 21:16:10,323 - INFO - Test loss : 0.5031
|
| 334 |
+
2024-05-23 21:16:10,323 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-23 21:17:14,726 - INFO - [51200/66739] Loss : 0.9116
|
| 337 |
+
2024-05-23 21:17:32,585 - INFO - [66560/66739] Loss : 0.9101
|
| 338 |
+
2024-05-23 21:17:38,021 - INFO - Test loss : 0.5071
|
| 339 |
+
2024-05-23 21:17:38,058 - INFO - (4449,)
|
| 340 |
+
2024-05-23 21:17:38,081 - INFO - Split ID: 0
|
| 341 |
+
2024-05-23 21:17:38,082 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 13.49
|
| 342 |
+
2024-05-23 21:17:38,083 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 28.32
|
| 343 |
+
2024-05-23 21:17:38,083 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 37.24
|
| 344 |
+
2024-05-23 21:17:38,083 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 53.23
|
| 345 |
+
2024-05-23 21:17:38,083 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-23 21:17:38,086 - INFO - (17798,)
|
| 348 |
+
2024-05-23 21:17:38,179 - INFO - Split ID: 0
|
| 349 |
+
2024-05-23 21:17:38,180 - INFO - Top 1 (Epoch 50)acc (%): 50.15
|
| 350 |
+
2024-05-23 21:17:38,180 - INFO - Top 3 (Epoch 50)acc (%): 73.9
|
| 351 |
+
2024-05-23 21:17:38,180 - INFO - Top 5 (Epoch 50)acc (%): 82.45
|
| 352 |
+
2024-05-23 21:17:38,180 - INFO - Top 10 (Epoch 50)acc (%): 91.06
|
| 353 |
+
2024-05-23 21:18:07,345 - INFO - Split ID: 0
|
| 354 |
+
2024-05-23 21:18:07,346 - INFO - Top 1 (Epoch 50)acc (%): 51.24
|
| 355 |
+
2024-05-23 21:18:07,346 - INFO - Top 3 (Epoch 50)acc (%): 75.65
|
| 356 |
+
2024-05-23 21:18:07,346 - INFO - Top 5 (Epoch 50)acc (%): 84.13
|
| 357 |
+
2024-05-23 21:18:07,346 - INFO - Top 10 (Epoch 50)acc (%): 92.41
|
| 358 |
+
2024-05-23 21:18:07,348 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-23 21:19:11,715 - INFO - [51200/66739] Loss : 0.9066
|
| 361 |
+
2024-05-23 21:19:29,632 - INFO - [66560/66739] Loss : 0.9080
|
| 362 |
+
2024-05-23 21:19:35,082 - INFO - Test loss : 0.5016
|
| 363 |
+
2024-05-23 21:19:35,082 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-23 21:20:39,542 - INFO - [51200/66739] Loss : 0.9083
|
| 366 |
+
2024-05-23 21:20:57,419 - INFO - [66560/66739] Loss : 0.9079
|
| 367 |
+
2024-05-23 21:21:02,861 - INFO - Test loss : 0.5091
|
| 368 |
+
2024-05-23 21:21:02,861 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-23 21:22:07,026 - INFO - [51200/66739] Loss : 0.9036
|
| 371 |
+
2024-05-23 21:22:24,948 - INFO - [66560/66739] Loss : 0.9041
|
| 372 |
+
2024-05-23 21:22:30,344 - INFO - Test loss : 0.5064
|
| 373 |
+
2024-05-23 21:22:30,345 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-23 21:23:34,716 - INFO - [51200/66739] Loss : 0.9030
|
| 376 |
+
2024-05-23 21:23:52,666 - INFO - [66560/66739] Loss : 0.9035
|
| 377 |
+
2024-05-23 21:23:58,097 - INFO - Test loss : 0.5080
|
| 378 |
+
2024-05-23 21:23:58,098 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-23 21:25:02,461 - INFO - [51200/66739] Loss : 0.9021
|
| 381 |
+
2024-05-23 21:25:20,365 - INFO - [66560/66739] Loss : 0.9018
|
| 382 |
+
2024-05-23 21:25:25,808 - INFO - Test loss : 0.5111
|
| 383 |
+
2024-05-23 21:25:25,808 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-23 21:26:20,743 - INFO - [51200/66739] Loss : 0.9001
|
| 386 |
+
2024-05-23 21:26:35,058 - INFO - [66560/66739] Loss : 0.9026
|
| 387 |
+
2024-05-23 21:26:39,424 - INFO - Test loss : 0.5095
|
| 388 |
+
2024-05-23 21:26:39,425 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-23 21:27:42,285 - INFO - [51200/66739] Loss : 0.8981
|
| 391 |
+
2024-05-23 21:28:00,696 - INFO - [66560/66739] Loss : 0.8984
|
| 392 |
+
2024-05-23 21:28:06,292 - INFO - Test loss : 0.5141
|
| 393 |
+
2024-05-23 21:28:06,292 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-23 21:29:11,791 - INFO - [51200/66739] Loss : 0.9005
|
| 396 |
+
2024-05-23 21:29:29,702 - INFO - [66560/66739] Loss : 0.8997
|
| 397 |
+
2024-05-23 21:29:35,129 - INFO - Test loss : 0.5128
|
| 398 |
+
2024-05-23 21:29:35,129 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-23 21:30:39,577 - INFO - [51200/66739] Loss : 0.8950
|
| 401 |
+
2024-05-23 21:30:57,460 - INFO - [66560/66739] Loss : 0.8973
|
| 402 |
+
2024-05-23 21:31:02,910 - INFO - Test loss : 0.5112
|
| 403 |
+
2024-05-23 21:31:02,910 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-23 21:32:07,307 - INFO - [51200/66739] Loss : 0.8939
|
| 406 |
+
2024-05-23 21:32:25,284 - INFO - [66560/66739] Loss : 0.8949
|
| 407 |
+
2024-05-23 21:32:30,703 - INFO - Test loss : 0.5156
|
| 408 |
+
2024-05-23 21:32:30,740 - INFO - (4449,)
|
| 409 |
+
2024-05-23 21:32:30,763 - INFO - Split ID: 0
|
| 410 |
+
2024-05-23 21:32:30,765 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 13.69
|
| 411 |
+
2024-05-23 21:32:30,765 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 28.66
|
| 412 |
+
2024-05-23 21:32:30,765 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 37.51
|
| 413 |
+
2024-05-23 21:32:30,766 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 53.34
|
| 414 |
+
2024-05-23 21:32:30,766 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-23 21:32:30,768 - INFO - (17798,)
|
| 417 |
+
2024-05-23 21:32:30,862 - INFO - Split ID: 0
|
| 418 |
+
2024-05-23 21:32:30,862 - INFO - Top 1 (Epoch 60)acc (%): 50.15
|
| 419 |
+
2024-05-23 21:32:30,862 - INFO - Top 3 (Epoch 60)acc (%): 73.9
|
| 420 |
+
2024-05-23 21:32:30,862 - INFO - Top 5 (Epoch 60)acc (%): 82.45
|
| 421 |
+
2024-05-23 21:32:30,862 - INFO - Top 10 (Epoch 60)acc (%): 91.06
|
| 422 |
+
2024-05-23 21:33:00,045 - INFO - Split ID: 0
|
| 423 |
+
2024-05-23 21:33:00,045 - INFO - Top 1 (Epoch 60)acc (%): 51.19
|
| 424 |
+
2024-05-23 21:33:00,045 - INFO - Top 3 (Epoch 60)acc (%): 75.58
|
| 425 |
+
2024-05-23 21:33:00,045 - INFO - Top 5 (Epoch 60)acc (%): 84.2
|
| 426 |
+
2024-05-23 21:33:00,045 - INFO - Top 10 (Epoch 60)acc (%): 92.52
|
| 427 |
+
2024-05-23 21:33:00,047 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-23 21:34:04,464 - INFO - [51200/66739] Loss : 0.8945
|
| 430 |
+
2024-05-23 21:34:22,332 - INFO - [66560/66739] Loss : 0.8948
|
| 431 |
+
2024-05-23 21:34:27,770 - INFO - Test loss : 0.5198
|
| 432 |
+
2024-05-23 21:34:27,771 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-23 21:35:32,173 - INFO - [51200/66739] Loss : 0.8939
|
| 435 |
+
2024-05-23 21:35:50,089 - INFO - [66560/66739] Loss : 0.8945
|
| 436 |
+
2024-05-23 21:35:55,545 - INFO - Test loss : 0.5188
|
| 437 |
+
2024-05-23 21:35:55,545 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-23 21:36:58,586 - INFO - [51200/66739] Loss : 0.8929
|
| 440 |
+
2024-05-23 21:37:16,506 - INFO - [66560/66739] Loss : 0.8934
|
| 441 |
+
2024-05-23 21:37:21,939 - INFO - Test loss : 0.5153
|
| 442 |
+
2024-05-23 21:37:21,939 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-23 21:38:26,618 - INFO - [51200/66739] Loss : 0.8923
|
| 445 |
+
2024-05-23 21:38:44,457 - INFO - [66560/66739] Loss : 0.8920
|
| 446 |
+
2024-05-23 21:38:49,908 - INFO - Test loss : 0.5218
|
| 447 |
+
2024-05-23 21:38:49,908 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-23 21:39:54,285 - INFO - [51200/66739] Loss : 0.8937
|
| 450 |
+
2024-05-23 21:40:12,136 - INFO - [66560/66739] Loss : 0.8924
|
| 451 |
+
2024-05-23 21:40:17,576 - INFO - Test loss : 0.5216
|
| 452 |
+
2024-05-23 21:40:17,576 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-23 21:41:20,941 - INFO - [51200/66739] Loss : 0.8887
|
| 455 |
+
2024-05-23 21:41:38,874 - INFO - [66560/66739] Loss : 0.8893
|
| 456 |
+
2024-05-23 21:41:44,261 - INFO - Test loss : 0.5246
|
| 457 |
+
2024-05-23 21:41:44,261 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-23 21:42:48,498 - INFO - [51200/66739] Loss : 0.8879
|
| 460 |
+
2024-05-23 21:43:06,335 - INFO - [66560/66739] Loss : 0.8893
|
| 461 |
+
2024-05-23 21:43:11,779 - INFO - Test loss : 0.5202
|
| 462 |
+
2024-05-23 21:43:11,779 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-23 21:44:16,094 - INFO - [51200/66739] Loss : 0.8891
|
| 465 |
+
2024-05-23 21:44:33,921 - INFO - [66560/66739] Loss : 0.8901
|
| 466 |
+
2024-05-23 21:44:39,367 - INFO - Test loss : 0.5190
|
| 467 |
+
2024-05-23 21:44:39,367 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-23 21:45:43,652 - INFO - [51200/66739] Loss : 0.8874
|
| 470 |
+
2024-05-23 21:46:01,584 - INFO - [66560/66739] Loss : 0.8893
|
| 471 |
+
2024-05-23 21:46:07,002 - INFO - Test loss : 0.5206
|
| 472 |
+
2024-05-23 21:46:07,002 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-23 21:47:11,315 - INFO - [51200/66739] Loss : 0.8874
|
| 475 |
+
2024-05-23 21:47:29,205 - INFO - [66560/66739] Loss : 0.8889
|
| 476 |
+
2024-05-23 21:47:34,644 - INFO - Test loss : 0.5219
|
| 477 |
+
2024-05-23 21:47:34,692 - INFO - (4449,)
|
| 478 |
+
2024-05-23 21:47:34,717 - INFO - Split ID: 0
|
| 479 |
+
2024-05-23 21:47:34,719 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 13.8
|
| 480 |
+
2024-05-23 21:47:34,719 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 28.84
|
| 481 |
+
2024-05-23 21:47:34,720 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 38.05
|
| 482 |
+
2024-05-23 21:47:34,720 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 53.63
|
| 483 |
+
2024-05-23 21:47:34,720 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-23 21:47:34,722 - INFO - (17798,)
|
| 486 |
+
2024-05-23 21:47:34,818 - INFO - Split ID: 0
|
| 487 |
+
2024-05-23 21:47:34,818 - INFO - Top 1 (Epoch 70)acc (%): 50.15
|
| 488 |
+
2024-05-23 21:47:34,818 - INFO - Top 3 (Epoch 70)acc (%): 73.9
|
| 489 |
+
2024-05-23 21:47:34,818 - INFO - Top 5 (Epoch 70)acc (%): 82.45
|
| 490 |
+
2024-05-23 21:47:34,818 - INFO - Top 10 (Epoch 70)acc (%): 91.06
|
| 491 |
+
2024-05-23 21:48:03,935 - INFO - Split ID: 0
|
| 492 |
+
2024-05-23 21:48:03,935 - INFO - Top 1 (Epoch 70)acc (%): 51.22
|
| 493 |
+
2024-05-23 21:48:03,935 - INFO - Top 3 (Epoch 70)acc (%): 75.62
|
| 494 |
+
2024-05-23 21:48:03,935 - INFO - Top 5 (Epoch 70)acc (%): 84.19
|
| 495 |
+
2024-05-23 21:48:03,935 - INFO - Top 10 (Epoch 70)acc (%): 92.4
|
| 496 |
+
2024-05-23 21:48:03,937 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-23 21:49:08,289 - INFO - [51200/66739] Loss : 0.8848
|
| 499 |
+
2024-05-23 21:49:26,164 - INFO - [66560/66739] Loss : 0.8855
|
| 500 |
+
2024-05-23 21:49:31,586 - INFO - Test loss : 0.5268
|
| 501 |
+
2024-05-23 21:49:31,586 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-23 21:50:35,919 - INFO - [51200/66739] Loss : 0.8817
|
| 504 |
+
2024-05-23 21:50:53,840 - INFO - [66560/66739] Loss : 0.8838
|
| 505 |
+
2024-05-23 21:50:59,256 - INFO - Test loss : 0.5232
|
| 506 |
+
2024-05-23 21:50:59,256 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-23 21:52:03,527 - INFO - [51200/66739] Loss : 0.8839
|
| 509 |
+
2024-05-23 21:52:21,374 - INFO - [66560/66739] Loss : 0.8843
|
| 510 |
+
2024-05-23 21:52:26,806 - INFO - Test loss : 0.5255
|
| 511 |
+
2024-05-23 21:52:26,807 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-23 21:53:31,475 - INFO - [51200/66739] Loss : 0.8855
|
| 514 |
+
2024-05-23 21:53:49,331 - INFO - [66560/66739] Loss : 0.8857
|
| 515 |
+
2024-05-23 21:53:54,753 - INFO - Test loss : 0.5281
|
| 516 |
+
2024-05-23 21:53:54,753 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-23 21:54:59,070 - INFO - [51200/66739] Loss : 0.8841
|
| 519 |
+
2024-05-23 21:55:16,982 - INFO - [66560/66739] Loss : 0.8835
|
| 520 |
+
2024-05-23 21:55:22,413 - INFO - Test loss : 0.5273
|
| 521 |
+
2024-05-23 21:55:22,413 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-23 21:56:26,755 - INFO - [51200/66739] Loss : 0.8817
|
| 524 |
+
2024-05-23 21:56:44,579 - INFO - [66560/66739] Loss : 0.8809
|
| 525 |
+
2024-05-23 21:56:50,026 - INFO - Test loss : 0.5289
|
| 526 |
+
2024-05-23 21:56:50,026 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-23 21:57:54,305 - INFO - [51200/66739] Loss : 0.8806
|
| 529 |
+
2024-05-23 21:58:12,131 - INFO - [66560/66739] Loss : 0.8820
|
| 530 |
+
2024-05-23 21:58:17,575 - INFO - Test loss : 0.5338
|
| 531 |
+
2024-05-23 21:58:17,575 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-23 21:59:21,818 - INFO - [51200/66739] Loss : 0.8829
|
| 534 |
+
2024-05-23 21:59:39,773 - INFO - [66560/66739] Loss : 0.8815
|
| 535 |
+
2024-05-23 21:59:45,196 - INFO - Test loss : 0.5332
|
| 536 |
+
2024-05-23 21:59:45,196 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-23 22:00:49,487 - INFO - [51200/66739] Loss : 0.8812
|
| 539 |
+
2024-05-23 22:01:07,354 - INFO - [66560/66739] Loss : 0.8820
|
| 540 |
+
2024-05-23 22:01:12,783 - INFO - Test loss : 0.5296
|
| 541 |
+
2024-05-23 22:01:12,783 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-23 22:02:17,112 - INFO - [51200/66739] Loss : 0.8794
|
| 544 |
+
2024-05-23 22:02:34,967 - INFO - [66560/66739] Loss : 0.8799
|
| 545 |
+
2024-05-23 22:02:40,412 - INFO - Test loss : 0.5311
|
| 546 |
+
2024-05-23 22:02:40,449 - INFO - (4449,)
|
| 547 |
+
2024-05-23 22:02:40,473 - INFO - Split ID: 0
|
| 548 |
+
2024-05-23 22:02:40,474 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 13.87
|
| 549 |
+
2024-05-23 22:02:40,475 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 29.0
|
| 550 |
+
2024-05-23 22:02:40,475 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 38.12
|
| 551 |
+
2024-05-23 22:02:40,475 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 54.03
|
| 552 |
+
2024-05-23 22:02:40,476 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-23 22:02:40,478 - INFO - (17798,)
|
| 555 |
+
2024-05-23 22:02:40,572 - INFO - Split ID: 0
|
| 556 |
+
2024-05-23 22:02:40,572 - INFO - Top 1 (Epoch 80)acc (%): 50.15
|
| 557 |
+
2024-05-23 22:02:40,572 - INFO - Top 3 (Epoch 80)acc (%): 73.9
|
| 558 |
+
2024-05-23 22:02:40,572 - INFO - Top 5 (Epoch 80)acc (%): 82.45
|
| 559 |
+
2024-05-23 22:02:40,572 - INFO - Top 10 (Epoch 80)acc (%): 91.06
|
| 560 |
+
2024-05-23 22:03:09,717 - INFO - Split ID: 0
|
| 561 |
+
2024-05-23 22:03:09,718 - INFO - Top 1 (Epoch 80)acc (%): 51.21
|
| 562 |
+
2024-05-23 22:03:09,718 - INFO - Top 3 (Epoch 80)acc (%): 75.58
|
| 563 |
+
2024-05-23 22:03:09,718 - INFO - Top 5 (Epoch 80)acc (%): 84.2
|
| 564 |
+
2024-05-23 22:03:09,718 - INFO - Top 10 (Epoch 80)acc (%): 92.43
|
| 565 |
+
2024-05-23 22:03:09,720 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-23 22:04:12,779 - INFO - [51200/66739] Loss : 0.8790
|
| 568 |
+
2024-05-23 22:04:30,739 - INFO - [66560/66739] Loss : 0.8776
|
| 569 |
+
2024-05-23 22:04:36,173 - INFO - Test loss : 0.5348
|
| 570 |
+
2024-05-23 22:04:36,173 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-23 22:05:40,554 - INFO - [51200/66739] Loss : 0.8775
|
| 573 |
+
2024-05-23 22:05:58,421 - INFO - [66560/66739] Loss : 0.8785
|
| 574 |
+
2024-05-23 22:06:03,864 - INFO - Test loss : 0.5328
|
| 575 |
+
2024-05-23 22:06:03,865 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-23 22:07:08,362 - INFO - [51200/66739] Loss : 0.8786
|
| 578 |
+
2024-05-23 22:07:26,253 - INFO - [66560/66739] Loss : 0.8788
|
| 579 |
+
2024-05-23 22:07:31,287 - INFO - Test loss : 0.5328
|
| 580 |
+
2024-05-23 22:07:31,287 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-23 22:08:35,602 - INFO - [51200/66739] Loss : 0.8786
|
| 583 |
+
2024-05-23 22:08:53,578 - INFO - [66560/66739] Loss : 0.8785
|
| 584 |
+
2024-05-23 22:08:58,990 - INFO - Test loss : 0.5334
|
| 585 |
+
2024-05-23 22:08:58,990 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-23 22:10:03,429 - INFO - [51200/66739] Loss : 0.8762
|
| 588 |
+
2024-05-23 22:10:21,332 - INFO - [66560/66739] Loss : 0.8761
|
| 589 |
+
2024-05-23 22:10:26,789 - INFO - Test loss : 0.5342
|
| 590 |
+
2024-05-23 22:10:26,789 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-23 22:11:31,316 - INFO - [51200/66739] Loss : 0.8741
|
| 593 |
+
2024-05-23 22:11:49,214 - INFO - [66560/66739] Loss : 0.8738
|
| 594 |
+
2024-05-23 22:11:54,676 - INFO - Test loss : 0.5347
|
| 595 |
+
2024-05-23 22:11:54,676 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-23 22:12:59,078 - INFO - [51200/66739] Loss : 0.8764
|
| 598 |
+
2024-05-23 22:13:17,047 - INFO - [66560/66739] Loss : 0.8764
|
| 599 |
+
2024-05-23 22:13:22,449 - INFO - Test loss : 0.5344
|
| 600 |
+
2024-05-23 22:13:22,449 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-23 22:14:26,942 - INFO - [51200/66739] Loss : 0.8749
|
| 603 |
+
2024-05-23 22:14:44,855 - INFO - [66560/66739] Loss : 0.8747
|
| 604 |
+
2024-05-23 22:14:50,314 - INFO - Test loss : 0.5333
|
| 605 |
+
2024-05-23 22:14:50,314 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-23 22:15:54,826 - INFO - [51200/66739] Loss : 0.8737
|
| 608 |
+
2024-05-23 22:16:12,748 - INFO - [66560/66739] Loss : 0.8740
|
| 609 |
+
2024-05-23 22:16:18,204 - INFO - Test loss : 0.5363
|
| 610 |
+
2024-05-23 22:16:18,204 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-23 22:17:22,633 - INFO - [51200/66739] Loss : 0.8719
|
| 613 |
+
2024-05-23 22:17:40,604 - INFO - [66560/66739] Loss : 0.8715
|
| 614 |
+
2024-05-23 22:17:46,061 - INFO - Test loss : 0.5375
|
| 615 |
+
2024-05-23 22:17:46,105 - INFO - (4449,)
|
| 616 |
+
2024-05-23 22:17:46,128 - INFO - Split ID: 0
|
| 617 |
+
2024-05-23 22:17:46,130 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 14.14
|
| 618 |
+
2024-05-23 22:17:46,130 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 29.24
|
| 619 |
+
2024-05-23 22:17:46,130 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 38.39
|
| 620 |
+
2024-05-23 22:17:46,131 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 54.03
|
| 621 |
+
2024-05-23 22:17:46,131 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-23 22:17:46,133 - INFO - (17798,)
|
| 624 |
+
2024-05-23 22:17:46,227 - INFO - Split ID: 0
|
| 625 |
+
2024-05-23 22:17:46,227 - INFO - Top 1 (Epoch 90)acc (%): 50.15
|
| 626 |
+
2024-05-23 22:17:46,227 - INFO - Top 3 (Epoch 90)acc (%): 73.9
|
| 627 |
+
2024-05-23 22:17:46,227 - INFO - Top 5 (Epoch 90)acc (%): 82.45
|
| 628 |
+
2024-05-23 22:17:46,227 - INFO - Top 10 (Epoch 90)acc (%): 91.06
|
| 629 |
+
2024-05-23 22:18:15,447 - INFO - Split ID: 0
|
| 630 |
+
2024-05-23 22:18:15,447 - INFO - Top 1 (Epoch 90)acc (%): 51.19
|
| 631 |
+
2024-05-23 22:18:15,447 - INFO - Top 3 (Epoch 90)acc (%): 75.58
|
| 632 |
+
2024-05-23 22:18:15,447 - INFO - Top 5 (Epoch 90)acc (%): 84.17
|
| 633 |
+
2024-05-23 22:18:15,447 - INFO - Top 10 (Epoch 90)acc (%): 92.43
|
| 634 |
+
2024-05-23 22:18:15,449 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-23 22:19:19,903 - INFO - [51200/66739] Loss : 0.8733
|
| 637 |
+
2024-05-23 22:19:37,828 - INFO - [66560/66739] Loss : 0.8742
|
| 638 |
+
2024-05-23 22:19:43,247 - INFO - Test loss : 0.5383
|
| 639 |
+
2024-05-23 22:19:43,247 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-23 22:20:47,758 - INFO - [51200/66739] Loss : 0.8731
|
| 642 |
+
2024-05-23 22:21:05,644 - INFO - [66560/66739] Loss : 0.8727
|
| 643 |
+
2024-05-23 22:21:11,075 - INFO - Test loss : 0.5392
|
| 644 |
+
2024-05-23 22:21:11,076 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-23 22:22:15,555 - INFO - [51200/66739] Loss : 0.8720
|
| 647 |
+
2024-05-23 22:22:33,503 - INFO - [66560/66739] Loss : 0.8724
|
| 648 |
+
2024-05-23 22:22:38,967 - INFO - Test loss : 0.5385
|
| 649 |
+
2024-05-23 22:22:38,967 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-23 22:23:43,780 - INFO - [51200/66739] Loss : 0.8711
|
| 652 |
+
2024-05-23 22:24:01,699 - INFO - [66560/66739] Loss : 0.8709
|
| 653 |
+
2024-05-23 22:24:07,150 - INFO - Test loss : 0.5414
|
| 654 |
+
2024-05-23 22:24:07,150 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-23 22:25:11,657 - INFO - [51200/66739] Loss : 0.8699
|
| 657 |
+
2024-05-23 22:25:29,602 - INFO - [66560/66739] Loss : 0.8704
|
| 658 |
+
2024-05-23 22:25:35,004 - INFO - Test loss : 0.5394
|
| 659 |
+
2024-05-23 22:25:35,004 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-23 22:26:39,482 - INFO - [51200/66739] Loss : 0.8700
|
| 662 |
+
2024-05-23 22:26:57,440 - INFO - [66560/66739] Loss : 0.8712
|
| 663 |
+
2024-05-23 22:27:02,895 - INFO - Test loss : 0.5413
|
| 664 |
+
2024-05-23 22:27:02,895 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-23 22:28:07,314 - INFO - [51200/66739] Loss : 0.8702
|
| 667 |
+
2024-05-23 22:28:25,182 - INFO - [66560/66739] Loss : 0.8706
|
| 668 |
+
2024-05-23 22:28:30,666 - INFO - Test loss : 0.5418
|
| 669 |
+
2024-05-23 22:28:30,666 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-23 22:29:35,189 - INFO - [51200/66739] Loss : 0.8692
|
| 672 |
+
2024-05-23 22:29:53,093 - INFO - [66560/66739] Loss : 0.8698
|
| 673 |
+
2024-05-23 22:29:58,525 - INFO - Test loss : 0.5417
|
| 674 |
+
2024-05-23 22:29:58,525 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-23 22:31:02,929 - INFO - [51200/66739] Loss : 0.8692
|
| 677 |
+
2024-05-23 22:31:19,666 - INFO - [66560/66739] Loss : 0.8688
|
| 678 |
+
2024-05-23 22:31:25,103 - INFO - Test loss : 0.5448
|
| 679 |
+
2024-05-23 22:31:25,103 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 680 |
+
2024-05-23 22:31:25,110 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 681 |
+
2024-05-23 22:31:25,136 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-23 22:31:25,138 - INFO - (17798,)
|
| 684 |
+
2024-05-23 22:31:25,231 - INFO - Split ID: 0
|
| 685 |
+
2024-05-23 22:31:25,232 - INFO - Top 1 acc (%): 50.15
|
| 686 |
+
2024-05-23 22:31:25,232 - INFO - Top 3 acc (%): 73.9
|
| 687 |
+
2024-05-23 22:31:25,232 - INFO - Top 5 acc (%): 82.45
|
| 688 |
+
2024-05-23 22:31:25,232 - INFO - Top 10 acc (%): 91.06
|
| 689 |
+
2024-05-23 22:31:54,419 - INFO - Split ID: 0
|
| 690 |
+
2024-05-23 22:31:54,420 - INFO - Top 1 acc (%): 51.21
|
| 691 |
+
2024-05-23 22:31:54,420 - INFO - Top 3 acc (%): 75.55
|
| 692 |
+
2024-05-23 22:31:54,420 - INFO - Top 5 acc (%): 84.18
|
| 693 |
+
2024-05-23 22:31:54,420 - INFO - Top 10 acc (%): 92.37
|
| 694 |
+
2024-05-23 22:31:54,422 - INFO -
|
| 695 |
+
Sphere2Vec-sphereC+
|
| 696 |
+
2024-05-23 22:31:54,422 - INFO - Model : model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 697 |
+
2024-05-23 22:31:54,471 - INFO - (4449,)
|
| 698 |
+
2024-05-23 22:31:54,495 - INFO - Split ID: 0
|
| 699 |
+
2024-05-23 22:31:54,496 - INFO - Top 1 LocEnc acc (%): 14.12
|
| 700 |
+
2024-05-23 22:31:54,497 - INFO - Top 3 LocEnc acc (%): 29.27
|
| 701 |
+
2024-05-23 22:31:54,497 - INFO - Top 5 LocEnc acc (%): 38.46
|
| 702 |
+
2024-05-23 22:31:54,497 - INFO - Top 10 LocEnc acc (%): 53.81
|
| 703 |
+
2024-05-30 19:22:28,809 - INFO -
|
| 704 |
+
num_classes 100
|
| 705 |
+
2024-05-30 19:22:28,841 - INFO - num train 66739
|
| 706 |
+
2024-05-30 19:22:28,841 - INFO - num val 4449
|
| 707 |
+
2024-05-30 19:22:28,841 - INFO - train loss full_loss
|
| 708 |
+
2024-05-30 19:22:28,841 - INFO - model name ../models/sphere2vec_sphereCplus/model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 709 |
+
2024-05-30 19:22:28,841 - INFO - num users 1
|
| 710 |
+
2024-05-30 19:22:29,008 - INFO -
|
| 711 |
+
Only Sphere2Vec-sphereC+
|
| 712 |
+
2024-05-30 19:22:29,008 - INFO - Model : model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 713 |
+
2024-05-30 19:22:29,104 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 714 |
+
2024-05-30 19:22:29,131 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 715 |
+
2024-05-30 19:22:29,158 - INFO -
|
| 716 |
+
No prior
|
| 717 |
+
2024-05-30 19:22:29,162 - INFO - (17798,)
|
| 718 |
+
2024-05-30 19:22:29,558 - INFO - Save results to ../eval_results/eval_yfcc__test_no_prior.csv
|
| 719 |
+
2024-05-30 19:22:29,559 - INFO - Split ID: 0
|
| 720 |
+
2024-05-30 19:22:29,559 - INFO - Top 1 acc (%): 50.15
|
| 721 |
+
2024-05-30 19:22:29,559 - INFO - Top 3 acc (%): 73.9
|
| 722 |
+
2024-05-30 19:22:29,559 - INFO - Top 5 acc (%): 82.45
|
| 723 |
+
2024-05-30 19:22:29,559 - INFO - Top 10 acc (%): 91.06
|
| 724 |
+
2024-05-30 19:22:42,443 - INFO - Split ID: 0
|
| 725 |
+
2024-05-30 19:22:42,444 - INFO - Top 1 hit (%): 51.21
|
| 726 |
+
2024-05-30 19:22:42,444 - INFO - Top 3 hit (%): 75.55
|
| 727 |
+
2024-05-30 19:22:42,444 - INFO - Top 5 hit (%): 84.18
|
| 728 |
+
2024-05-30 19:22:42,444 - INFO - Top 10 hit (%): 92.37
|
| 729 |
+
2024-05-30 19:22:42,448 - INFO -
|
| 730 |
+
Only Sphere2Vec-sphereC+
|
| 731 |
+
2024-05-30 19:22:42,448 - INFO - Model : model_yfcc_Sphere2Vec-sphereC+_inception_v3_0.0005_64_0.0005000_1_512.pth.tar
|
| 732 |
+
2024-05-30 19:22:42,507 - INFO - (4449,)
|
| 733 |
+
2024-05-30 19:22:42,531 - INFO - Split ID: 0
|
| 734 |
+
2024-05-30 19:22:42,533 - INFO - Top 1 LocEnc acc (%): 14.12
|
| 735 |
+
2024-05-30 19:22:42,533 - INFO - Top 3 LocEnc acc (%): 29.27
|
| 736 |
+
2024-05-30 19:22:42,533 - INFO - Top 5 LocEnc acc (%): 38.46
|
| 737 |
+
2024-05-30 19:22:42,533 - INFO - Top 10 LocEnc acc (%): 53.81
|