Upload data/model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.log with huggingface_hub
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data/model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.log
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| 1 |
+
2024-05-26 10:41:08,820 - INFO -
|
| 2 |
+
num_classes 5089
|
| 3 |
+
2024-05-26 10:41:08,820 - INFO - num train 569465
|
| 4 |
+
2024-05-26 10:41:08,820 - INFO - num val 93622
|
| 5 |
+
2024-05-26 10:41:08,820 - INFO - train loss full_loss
|
| 6 |
+
2024-05-26 10:41:08,820 - INFO - model name ../models/space2vec_theory/model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 7 |
+
2024-05-26 10:41:08,820 - INFO - num users 17302
|
| 8 |
+
2024-05-26 10:41:10,004 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-26 10:42:28,665 - INFO - [204800/569465] Loss : 1.3245
|
| 11 |
+
2024-05-26 10:42:50,819 - INFO - [266240/569465] Loss : 1.2199
|
| 12 |
+
2024-05-26 10:43:24,732 - INFO - Test loss : 0.3533
|
| 13 |
+
2024-05-26 10:43:24,732 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-26 10:44:42,775 - INFO - [204800/569465] Loss : 0.7504
|
| 16 |
+
2024-05-26 10:44:57,783 - INFO - [266240/569465] Loss : 0.7387
|
| 17 |
+
2024-05-26 10:45:31,118 - INFO - Test loss : 0.3341
|
| 18 |
+
2024-05-26 10:45:31,118 - INFO -
|
| 19 |
+
Epoch 2
|
| 20 |
+
2024-05-26 10:46:53,326 - INFO - [204800/569465] Loss : 0.6585
|
| 21 |
+
2024-05-26 10:47:15,792 - INFO - [266240/569465] Loss : 0.6551
|
| 22 |
+
2024-05-26 10:47:53,086 - INFO - Test loss : 0.3614
|
| 23 |
+
2024-05-26 10:47:53,086 - INFO -
|
| 24 |
+
Epoch 3
|
| 25 |
+
2024-05-26 10:49:09,242 - INFO - [204800/569465] Loss : 0.6119
|
| 26 |
+
2024-05-26 10:49:31,097 - INFO - [266240/569465] Loss : 0.6099
|
| 27 |
+
2024-05-26 10:50:05,721 - INFO - Test loss : 0.3907
|
| 28 |
+
2024-05-26 10:50:05,721 - INFO -
|
| 29 |
+
Epoch 4
|
| 30 |
+
2024-05-26 10:51:08,069 - INFO - [204800/569465] Loss : 0.5803
|
| 31 |
+
2024-05-26 10:51:19,608 - INFO - [266240/569465] Loss : 0.5796
|
| 32 |
+
2024-05-26 10:51:52,449 - INFO - Test loss : 0.4171
|
| 33 |
+
2024-05-26 10:51:52,449 - INFO -
|
| 34 |
+
Epoch 5
|
| 35 |
+
2024-05-26 10:53:02,547 - INFO - [204800/569465] Loss : 0.5590
|
| 36 |
+
2024-05-26 10:53:25,796 - INFO - [266240/569465] Loss : 0.5592
|
| 37 |
+
2024-05-26 10:53:56,219 - INFO - Test loss : 0.4333
|
| 38 |
+
2024-05-26 10:53:56,219 - INFO -
|
| 39 |
+
Epoch 6
|
| 40 |
+
2024-05-26 10:55:11,558 - INFO - [204800/569465] Loss : 0.5412
|
| 41 |
+
2024-05-26 10:55:30,430 - INFO - [266240/569465] Loss : 0.5422
|
| 42 |
+
2024-05-26 10:56:03,868 - INFO - Test loss : 0.4722
|
| 43 |
+
2024-05-26 10:56:03,868 - INFO -
|
| 44 |
+
Epoch 7
|
| 45 |
+
2024-05-26 10:57:15,530 - INFO - [204800/569465] Loss : 0.5276
|
| 46 |
+
2024-05-26 10:57:37,517 - INFO - [266240/569465] Loss : 0.5288
|
| 47 |
+
2024-05-26 10:58:05,768 - INFO - Test loss : 0.5176
|
| 48 |
+
2024-05-26 10:58:05,768 - INFO -
|
| 49 |
+
Epoch 8
|
| 50 |
+
2024-05-26 10:59:14,106 - INFO - [204800/569465] Loss : 0.5163
|
| 51 |
+
2024-05-26 10:59:37,886 - INFO - [266240/569465] Loss : 0.5172
|
| 52 |
+
2024-05-26 11:00:05,773 - INFO - Test loss : 0.5314
|
| 53 |
+
2024-05-26 11:00:05,773 - INFO -
|
| 54 |
+
Epoch 9
|
| 55 |
+
2024-05-26 11:01:18,706 - INFO - [204800/569465] Loss : 0.5077
|
| 56 |
+
2024-05-26 11:01:37,150 - INFO - [266240/569465] Loss : 0.5086
|
| 57 |
+
2024-05-26 11:02:05,876 - INFO - Test loss : 0.5378
|
| 58 |
+
2024-05-26 11:02:05,876 - INFO -
|
| 59 |
+
Epoch 10
|
| 60 |
+
2024-05-26 11:03:24,483 - INFO - [204800/569465] Loss : 0.4991
|
| 61 |
+
2024-05-26 11:03:45,139 - INFO - [266240/569465] Loss : 0.5002
|
| 62 |
+
2024-05-26 11:04:18,216 - INFO - Test loss : 0.5503
|
| 63 |
+
2024-05-26 11:04:21,880 - INFO - (93622,)
|
| 64 |
+
2024-05-26 11:05:17,339 - INFO - Split ID: 0
|
| 65 |
+
2024-05-26 11:05:17,385 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 0.99
|
| 66 |
+
2024-05-26 11:05:17,389 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 2.57
|
| 67 |
+
2024-05-26 11:05:17,392 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 3.94
|
| 68 |
+
2024-05-26 11:05:17,396 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 7.08
|
| 69 |
+
2024-05-26 11:05:17,676 - INFO -
|
| 70 |
+
No prior
|
| 71 |
+
2024-05-26 11:05:18,303 - INFO - (95986,)
|
| 72 |
+
2024-05-26 11:05:41,704 - INFO - Split ID: 0
|
| 73 |
+
2024-05-26 11:05:41,705 - INFO - Top 1 (Epoch 10)acc (%): 63.27
|
| 74 |
+
2024-05-26 11:05:41,705 - INFO - Top 3 (Epoch 10)acc (%): 79.82
|
| 75 |
+
2024-05-26 11:05:41,705 - INFO - Top 5 (Epoch 10)acc (%): 84.51
|
| 76 |
+
2024-05-26 11:05:41,706 - INFO - Top 10 (Epoch 10)acc (%): 88.99
|
| 77 |
+
2024-05-26 11:06:58,730 - INFO - Split ID: 0
|
| 78 |
+
2024-05-26 11:06:58,730 - INFO - Top 1 (Epoch 10)acc (%): 69.41
|
| 79 |
+
2024-05-26 11:06:58,731 - INFO - Top 3 (Epoch 10)acc (%): 84.57
|
| 80 |
+
2024-05-26 11:06:58,731 - INFO - Top 5 (Epoch 10)acc (%): 88.28
|
| 81 |
+
2024-05-26 11:06:58,731 - INFO - Top 10 (Epoch 10)acc (%): 91.86
|
| 82 |
+
2024-05-26 11:06:58,734 - INFO -
|
| 83 |
+
Epoch 11
|
| 84 |
+
2024-05-26 11:08:15,336 - INFO - [204800/569465] Loss : 0.4910
|
| 85 |
+
2024-05-26 11:08:37,600 - INFO - [266240/569465] Loss : 0.4919
|
| 86 |
+
2024-05-26 11:09:14,437 - INFO - Test loss : 0.5816
|
| 87 |
+
2024-05-26 11:09:14,437 - INFO -
|
| 88 |
+
Epoch 12
|
| 89 |
+
2024-05-26 11:10:33,396 - INFO - [204800/569465] Loss : 0.4848
|
| 90 |
+
2024-05-26 11:10:53,132 - INFO - [266240/569465] Loss : 0.4862
|
| 91 |
+
2024-05-26 11:11:27,517 - INFO - Test loss : 0.5938
|
| 92 |
+
2024-05-26 11:11:27,517 - INFO -
|
| 93 |
+
Epoch 13
|
| 94 |
+
2024-05-26 11:12:44,489 - INFO - [204800/569465] Loss : 0.4783
|
| 95 |
+
2024-05-26 11:13:04,291 - INFO - [266240/569465] Loss : 0.4798
|
| 96 |
+
2024-05-26 11:13:31,122 - INFO - Test loss : 0.6317
|
| 97 |
+
2024-05-26 11:13:31,122 - INFO -
|
| 98 |
+
Epoch 14
|
| 99 |
+
2024-05-26 11:14:28,062 - INFO - [204800/569465] Loss : 0.4745
|
| 100 |
+
2024-05-26 11:14:51,791 - INFO - [266240/569465] Loss : 0.4755
|
| 101 |
+
2024-05-26 11:15:24,223 - INFO - Test loss : 0.6254
|
| 102 |
+
2024-05-26 11:15:24,223 - INFO -
|
| 103 |
+
Epoch 15
|
| 104 |
+
2024-05-26 11:16:37,165 - INFO - [204800/569465] Loss : 0.4686
|
| 105 |
+
2024-05-26 11:16:56,260 - INFO - [266240/569465] Loss : 0.4701
|
| 106 |
+
2024-05-26 11:17:22,728 - INFO - Test loss : 0.6403
|
| 107 |
+
2024-05-26 11:17:22,729 - INFO -
|
| 108 |
+
Epoch 16
|
| 109 |
+
2024-05-26 11:18:39,881 - INFO - [204800/569465] Loss : 0.4652
|
| 110 |
+
2024-05-26 11:19:03,283 - INFO - [266240/569465] Loss : 0.4671
|
| 111 |
+
2024-05-26 11:19:35,072 - INFO - Test loss : 0.6421
|
| 112 |
+
2024-05-26 11:19:35,072 - INFO -
|
| 113 |
+
Epoch 17
|
| 114 |
+
2024-05-26 11:20:53,141 - INFO - [204800/569465] Loss : 0.4611
|
| 115 |
+
2024-05-26 11:21:15,339 - INFO - [266240/569465] Loss : 0.4624
|
| 116 |
+
2024-05-26 11:21:50,603 - INFO - Test loss : 0.6684
|
| 117 |
+
2024-05-26 11:21:50,603 - INFO -
|
| 118 |
+
Epoch 18
|
| 119 |
+
2024-05-26 11:23:05,649 - INFO - [204800/569465] Loss : 0.4562
|
| 120 |
+
2024-05-26 11:23:24,580 - INFO - [266240/569465] Loss : 0.4575
|
| 121 |
+
2024-05-26 11:23:57,424 - INFO - Test loss : 0.6571
|
| 122 |
+
2024-05-26 11:23:57,424 - INFO -
|
| 123 |
+
Epoch 19
|
| 124 |
+
2024-05-26 11:25:19,064 - INFO - [204800/569465] Loss : 0.4533
|
| 125 |
+
2024-05-26 11:25:40,572 - INFO - [266240/569465] Loss : 0.4545
|
| 126 |
+
2024-05-26 11:26:10,294 - INFO - Test loss : 0.7156
|
| 127 |
+
2024-05-26 11:26:10,294 - INFO -
|
| 128 |
+
Epoch 20
|
| 129 |
+
2024-05-26 11:27:20,964 - INFO - [204800/569465] Loss : 0.4502
|
| 130 |
+
2024-05-26 11:27:43,515 - INFO - [266240/569465] Loss : 0.4518
|
| 131 |
+
2024-05-26 11:27:57,052 - INFO - Test loss : 0.6976
|
| 132 |
+
2024-05-26 11:28:00,598 - INFO - (93622,)
|
| 133 |
+
2024-05-26 11:28:58,073 - INFO - Split ID: 0
|
| 134 |
+
2024-05-26 11:28:58,119 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 1.17
|
| 135 |
+
2024-05-26 11:28:58,122 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 2.94
|
| 136 |
+
2024-05-26 11:28:58,126 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 4.47
|
| 137 |
+
2024-05-26 11:28:58,129 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 7.73
|
| 138 |
+
2024-05-26 11:28:58,392 - INFO -
|
| 139 |
+
No prior
|
| 140 |
+
2024-05-26 11:28:59,064 - INFO - (95986,)
|
| 141 |
+
2024-05-26 11:29:20,712 - INFO - Split ID: 0
|
| 142 |
+
2024-05-26 11:29:20,713 - INFO - Top 1 (Epoch 20)acc (%): 63.27
|
| 143 |
+
2024-05-26 11:29:20,713 - INFO - Top 3 (Epoch 20)acc (%): 79.82
|
| 144 |
+
2024-05-26 11:29:20,713 - INFO - Top 5 (Epoch 20)acc (%): 84.51
|
| 145 |
+
2024-05-26 11:29:20,713 - INFO - Top 10 (Epoch 20)acc (%): 88.99
|
| 146 |
+
2024-05-26 11:30:38,819 - INFO - Split ID: 0
|
| 147 |
+
2024-05-26 11:30:38,819 - INFO - Top 1 (Epoch 20)acc (%): 69.26
|
| 148 |
+
2024-05-26 11:30:38,819 - INFO - Top 3 (Epoch 20)acc (%): 84.31
|
| 149 |
+
2024-05-26 11:30:38,819 - INFO - Top 5 (Epoch 20)acc (%): 88.1
|
| 150 |
+
2024-05-26 11:30:38,819 - INFO - Top 10 (Epoch 20)acc (%): 91.63
|
| 151 |
+
2024-05-26 11:30:38,848 - INFO -
|
| 152 |
+
Epoch 21
|
| 153 |
+
2024-05-26 11:32:03,009 - INFO - [204800/569465] Loss : 0.4460
|
| 154 |
+
2024-05-26 11:32:26,504 - INFO - [266240/569465] Loss : 0.4475
|
| 155 |
+
2024-05-26 11:32:59,149 - INFO - Test loss : 0.7104
|
| 156 |
+
2024-05-26 11:32:59,150 - INFO -
|
| 157 |
+
Epoch 22
|
| 158 |
+
2024-05-26 11:34:14,657 - INFO - [204800/569465] Loss : 0.4435
|
| 159 |
+
2024-05-26 11:34:37,276 - INFO - [266240/569465] Loss : 0.4447
|
| 160 |
+
2024-05-26 11:35:03,604 - INFO - Test loss : 0.7193
|
| 161 |
+
2024-05-26 11:35:03,604 - INFO -
|
| 162 |
+
Epoch 23
|
| 163 |
+
2024-05-26 11:36:13,473 - INFO - [204800/569465] Loss : 0.4410
|
| 164 |
+
2024-05-26 11:36:21,477 - INFO - [266240/569465] Loss : 0.4426
|
| 165 |
+
2024-05-26 11:36:55,236 - INFO - Test loss : 0.7298
|
| 166 |
+
2024-05-26 11:36:55,236 - INFO -
|
| 167 |
+
Epoch 24
|
| 168 |
+
2024-05-26 11:38:10,859 - INFO - [204800/569465] Loss : 0.4378
|
| 169 |
+
2024-05-26 11:38:33,252 - INFO - [266240/569465] Loss : 0.4387
|
| 170 |
+
2024-05-26 11:39:04,740 - INFO - Test loss : 0.7635
|
| 171 |
+
2024-05-26 11:39:04,740 - INFO -
|
| 172 |
+
Epoch 25
|
| 173 |
+
2024-05-26 11:40:21,033 - INFO - [204800/569465] Loss : 0.4348
|
| 174 |
+
2024-05-26 11:40:44,535 - INFO - [266240/569465] Loss : 0.4367
|
| 175 |
+
2024-05-26 11:41:20,002 - INFO - Test loss : 0.7585
|
| 176 |
+
2024-05-26 11:41:20,002 - INFO -
|
| 177 |
+
Epoch 26
|
| 178 |
+
2024-05-26 11:42:32,127 - INFO - [204800/569465] Loss : 0.4336
|
| 179 |
+
2024-05-26 11:42:54,824 - INFO - [266240/569465] Loss : 0.4350
|
| 180 |
+
2024-05-26 11:43:25,019 - INFO - Test loss : 0.7718
|
| 181 |
+
2024-05-26 11:43:25,019 - INFO -
|
| 182 |
+
Epoch 27
|
| 183 |
+
2024-05-26 11:44:37,238 - INFO - [204800/569465] Loss : 0.4329
|
| 184 |
+
2024-05-26 11:44:57,812 - INFO - [266240/569465] Loss : 0.4339
|
| 185 |
+
2024-05-26 11:45:28,988 - INFO - Test loss : 0.7379
|
| 186 |
+
2024-05-26 11:45:28,988 - INFO -
|
| 187 |
+
Epoch 28
|
| 188 |
+
2024-05-26 11:47:00,109 - INFO - [204800/569465] Loss : 0.4296
|
| 189 |
+
2024-05-26 11:47:23,065 - INFO - [266240/569465] Loss : 0.4309
|
| 190 |
+
2024-05-26 11:47:54,315 - INFO - Test loss : 0.7771
|
| 191 |
+
2024-05-26 11:47:54,315 - INFO -
|
| 192 |
+
Epoch 29
|
| 193 |
+
2024-05-26 11:49:11,183 - INFO - [204800/569465] Loss : 0.4283
|
| 194 |
+
2024-05-26 11:49:34,056 - INFO - [266240/569465] Loss : 0.4293
|
| 195 |
+
2024-05-26 11:49:44,644 - INFO - Test loss : 0.7846
|
| 196 |
+
2024-05-26 11:49:44,645 - INFO -
|
| 197 |
+
Epoch 30
|
| 198 |
+
2024-05-26 11:51:03,096 - INFO - [204800/569465] Loss : 0.4247
|
| 199 |
+
2024-05-26 11:51:27,311 - INFO - [266240/569465] Loss : 0.4261
|
| 200 |
+
2024-05-26 11:51:54,853 - INFO - Test loss : 0.7739
|
| 201 |
+
2024-05-26 11:51:58,494 - INFO - (93622,)
|
| 202 |
+
2024-05-26 11:52:54,510 - INFO - Split ID: 0
|
| 203 |
+
2024-05-26 11:52:54,566 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 1.21
|
| 204 |
+
2024-05-26 11:52:54,571 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 3.07
|
| 205 |
+
2024-05-26 11:52:54,576 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 4.65
|
| 206 |
+
2024-05-26 11:52:54,581 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 8.05
|
| 207 |
+
2024-05-26 11:52:54,909 - INFO -
|
| 208 |
+
No prior
|
| 209 |
+
2024-05-26 11:52:55,600 - INFO - (95986,)
|
| 210 |
+
2024-05-26 11:53:19,013 - INFO - Split ID: 0
|
| 211 |
+
2024-05-26 11:53:19,014 - INFO - Top 1 (Epoch 30)acc (%): 63.27
|
| 212 |
+
2024-05-26 11:53:19,014 - INFO - Top 3 (Epoch 30)acc (%): 79.82
|
| 213 |
+
2024-05-26 11:53:19,014 - INFO - Top 5 (Epoch 30)acc (%): 84.51
|
| 214 |
+
2024-05-26 11:53:19,014 - INFO - Top 10 (Epoch 30)acc (%): 88.99
|
| 215 |
+
2024-05-26 11:54:36,451 - INFO - Split ID: 0
|
| 216 |
+
2024-05-26 11:54:36,451 - INFO - Top 1 (Epoch 30)acc (%): 69.1
|
| 217 |
+
2024-05-26 11:54:36,451 - INFO - Top 3 (Epoch 30)acc (%): 84.08
|
| 218 |
+
2024-05-26 11:54:36,452 - INFO - Top 5 (Epoch 30)acc (%): 87.87
|
| 219 |
+
2024-05-26 11:54:36,452 - INFO - Top 10 (Epoch 30)acc (%): 91.49
|
| 220 |
+
2024-05-26 11:54:36,489 - INFO -
|
| 221 |
+
Epoch 31
|
| 222 |
+
2024-05-26 11:55:52,739 - INFO - [204800/569465] Loss : 0.4232
|
| 223 |
+
2024-05-26 11:56:13,511 - INFO - [266240/569465] Loss : 0.4244
|
| 224 |
+
2024-05-26 11:56:47,567 - INFO - Test loss : 0.7945
|
| 225 |
+
2024-05-26 11:56:47,567 - INFO -
|
| 226 |
+
Epoch 32
|
| 227 |
+
2024-05-26 11:58:03,768 - INFO - [204800/569465] Loss : 0.4216
|
| 228 |
+
2024-05-26 11:58:13,448 - INFO - [266240/569465] Loss : 0.4221
|
| 229 |
+
2024-05-26 11:58:38,867 - INFO - Test loss : 0.8227
|
| 230 |
+
2024-05-26 11:58:38,868 - INFO -
|
| 231 |
+
Epoch 33
|
| 232 |
+
2024-05-26 11:59:52,899 - INFO - [204800/569465] Loss : 0.4197
|
| 233 |
+
2024-05-26 12:00:16,740 - INFO - [266240/569465] Loss : 0.4207
|
| 234 |
+
2024-05-26 12:00:49,837 - INFO - Test loss : 0.8285
|
| 235 |
+
2024-05-26 12:00:49,837 - INFO -
|
| 236 |
+
Epoch 34
|
| 237 |
+
2024-05-26 12:02:05,313 - INFO - [204800/569465] Loss : 0.4184
|
| 238 |
+
2024-05-26 12:02:27,994 - INFO - [266240/569465] Loss : 0.4193
|
| 239 |
+
2024-05-26 12:03:00,545 - INFO - Test loss : 0.8514
|
| 240 |
+
2024-05-26 12:03:00,545 - INFO -
|
| 241 |
+
Epoch 35
|
| 242 |
+
2024-05-26 12:04:11,323 - INFO - [204800/569465] Loss : 0.4159
|
| 243 |
+
2024-05-26 12:04:34,798 - INFO - [266240/569465] Loss : 0.4173
|
| 244 |
+
2024-05-26 12:05:05,132 - INFO - Test loss : 0.8235
|
| 245 |
+
2024-05-26 12:05:05,133 - INFO -
|
| 246 |
+
Epoch 36
|
| 247 |
+
2024-05-26 12:06:20,341 - INFO - [204800/569465] Loss : 0.4145
|
| 248 |
+
2024-05-26 12:06:37,426 - INFO - [266240/569465] Loss : 0.4157
|
| 249 |
+
2024-05-26 12:07:11,539 - INFO - Test loss : 0.8296
|
| 250 |
+
2024-05-26 12:07:11,540 - INFO -
|
| 251 |
+
Epoch 37
|
| 252 |
+
2024-05-26 12:08:25,253 - INFO - [204800/569465] Loss : 0.4128
|
| 253 |
+
2024-05-26 12:08:46,104 - INFO - [266240/569465] Loss : 0.4140
|
| 254 |
+
2024-05-26 12:09:16,492 - INFO - Test loss : 0.8486
|
| 255 |
+
2024-05-26 12:09:16,492 - INFO -
|
| 256 |
+
Epoch 38
|
| 257 |
+
2024-05-26 12:10:36,239 - INFO - [204800/569465] Loss : 0.4111
|
| 258 |
+
2024-05-26 12:10:52,767 - INFO - [266240/569465] Loss : 0.4127
|
| 259 |
+
2024-05-26 12:11:25,310 - INFO - Test loss : 0.8520
|
| 260 |
+
2024-05-26 12:11:25,311 - INFO -
|
| 261 |
+
Epoch 39
|
| 262 |
+
2024-05-26 12:12:27,745 - INFO - [204800/569465] Loss : 0.4109
|
| 263 |
+
2024-05-26 12:12:50,935 - INFO - [266240/569465] Loss : 0.4116
|
| 264 |
+
2024-05-26 12:13:25,557 - INFO - Test loss : 0.8784
|
| 265 |
+
2024-05-26 12:13:25,557 - INFO -
|
| 266 |
+
Epoch 40
|
| 267 |
+
2024-05-26 12:14:45,915 - INFO - [204800/569465] Loss : 0.4086
|
| 268 |
+
2024-05-26 12:15:07,673 - INFO - [266240/569465] Loss : 0.4095
|
| 269 |
+
2024-05-26 12:15:39,846 - INFO - Test loss : 0.8613
|
| 270 |
+
2024-05-26 12:15:43,719 - INFO - (93622,)
|
| 271 |
+
2024-05-26 12:16:40,778 - INFO - Split ID: 0
|
| 272 |
+
2024-05-26 12:16:40,836 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 1.22
|
| 273 |
+
2024-05-26 12:16:40,841 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 3.06
|
| 274 |
+
2024-05-26 12:16:40,845 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 4.59
|
| 275 |
+
2024-05-26 12:16:40,850 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 8.11
|
| 276 |
+
2024-05-26 12:16:41,173 - INFO -
|
| 277 |
+
No prior
|
| 278 |
+
2024-05-26 12:16:41,878 - INFO - (95986,)
|
| 279 |
+
2024-05-26 12:17:05,534 - INFO - Split ID: 0
|
| 280 |
+
2024-05-26 12:17:05,534 - INFO - Top 1 (Epoch 40)acc (%): 63.27
|
| 281 |
+
2024-05-26 12:17:05,534 - INFO - Top 3 (Epoch 40)acc (%): 79.82
|
| 282 |
+
2024-05-26 12:17:05,535 - INFO - Top 5 (Epoch 40)acc (%): 84.51
|
| 283 |
+
2024-05-26 12:17:05,535 - INFO - Top 10 (Epoch 40)acc (%): 88.99
|
| 284 |
+
2024-05-26 12:18:23,546 - INFO - Split ID: 0
|
| 285 |
+
2024-05-26 12:18:23,546 - INFO - Top 1 (Epoch 40)acc (%): 68.89
|
| 286 |
+
2024-05-26 12:18:23,546 - INFO - Top 3 (Epoch 40)acc (%): 83.83
|
| 287 |
+
2024-05-26 12:18:23,547 - INFO - Top 5 (Epoch 40)acc (%): 87.7
|
| 288 |
+
2024-05-26 12:18:23,547 - INFO - Top 10 (Epoch 40)acc (%): 91.33
|
| 289 |
+
2024-05-26 12:18:23,549 - INFO -
|
| 290 |
+
Epoch 41
|
| 291 |
+
2024-05-26 12:19:39,963 - INFO - [204800/569465] Loss : 0.4066
|
| 292 |
+
2024-05-26 12:19:57,446 - INFO - [266240/569465] Loss : 0.4079
|
| 293 |
+
2024-05-26 12:20:30,946 - INFO - Test loss : 0.8620
|
| 294 |
+
2024-05-26 12:20:30,946 - INFO -
|
| 295 |
+
Epoch 42
|
| 296 |
+
2024-05-26 12:21:37,026 - INFO - [204800/569465] Loss : 0.4077
|
| 297 |
+
2024-05-26 12:21:58,878 - INFO - [266240/569465] Loss : 0.4083
|
| 298 |
+
2024-05-26 12:22:30,973 - INFO - Test loss : 0.8653
|
| 299 |
+
2024-05-26 12:22:30,973 - INFO -
|
| 300 |
+
Epoch 43
|
| 301 |
+
2024-05-26 12:23:46,797 - INFO - [204800/569465] Loss : 0.4055
|
| 302 |
+
2024-05-26 12:24:06,996 - INFO - [266240/569465] Loss : 0.4063
|
| 303 |
+
2024-05-26 12:24:32,709 - INFO - Test loss : 0.9154
|
| 304 |
+
2024-05-26 12:24:32,709 - INFO -
|
| 305 |
+
Epoch 44
|
| 306 |
+
2024-05-26 12:25:49,653 - INFO - [204800/569465] Loss : 0.4043
|
| 307 |
+
2024-05-26 12:26:09,383 - INFO - [266240/569465] Loss : 0.4050
|
| 308 |
+
2024-05-26 12:26:37,428 - INFO - Test loss : 0.8978
|
| 309 |
+
2024-05-26 12:26:37,428 - INFO -
|
| 310 |
+
Epoch 45
|
| 311 |
+
2024-05-26 12:27:49,556 - INFO - [204800/569465] Loss : 0.4027
|
| 312 |
+
2024-05-26 12:28:10,532 - INFO - [266240/569465] Loss : 0.4038
|
| 313 |
+
2024-05-26 12:28:42,737 - INFO - Test loss : 0.8688
|
| 314 |
+
2024-05-26 12:28:42,737 - INFO -
|
| 315 |
+
Epoch 46
|
| 316 |
+
2024-05-26 12:29:55,748 - INFO - [204800/569465] Loss : 0.4021
|
| 317 |
+
2024-05-26 12:30:17,804 - INFO - [266240/569465] Loss : 0.4027
|
| 318 |
+
2024-05-26 12:30:50,028 - INFO - Test loss : 0.9131
|
| 319 |
+
2024-05-26 12:30:50,029 - INFO -
|
| 320 |
+
Epoch 47
|
| 321 |
+
2024-05-26 12:32:02,448 - INFO - [204800/569465] Loss : 0.4006
|
| 322 |
+
2024-05-26 12:32:26,262 - INFO - [266240/569465] Loss : 0.4016
|
| 323 |
+
2024-05-26 12:32:56,165 - INFO - Test loss : 0.8744
|
| 324 |
+
2024-05-26 12:32:56,165 - INFO -
|
| 325 |
+
Epoch 48
|
| 326 |
+
2024-05-26 12:34:12,087 - INFO - [204800/569465] Loss : 0.3996
|
| 327 |
+
2024-05-26 12:34:33,627 - INFO - [266240/569465] Loss : 0.4003
|
| 328 |
+
2024-05-26 12:34:47,429 - INFO - Test loss : 0.9192
|
| 329 |
+
2024-05-26 12:34:47,429 - INFO -
|
| 330 |
+
Epoch 49
|
| 331 |
+
2024-05-26 12:36:00,920 - INFO - [204800/569465] Loss : 0.3980
|
| 332 |
+
2024-05-26 12:36:20,533 - INFO - [266240/569465] Loss : 0.3989
|
| 333 |
+
2024-05-26 12:36:51,121 - INFO - Test loss : 0.9346
|
| 334 |
+
2024-05-26 12:36:51,121 - INFO -
|
| 335 |
+
Epoch 50
|
| 336 |
+
2024-05-26 12:38:08,587 - INFO - [204800/569465] Loss : 0.3968
|
| 337 |
+
2024-05-26 12:38:29,419 - INFO - [266240/569465] Loss : 0.3977
|
| 338 |
+
2024-05-26 12:38:56,925 - INFO - Test loss : 0.9194
|
| 339 |
+
2024-05-26 12:39:00,567 - INFO - (93622,)
|
| 340 |
+
2024-05-26 12:39:56,846 - INFO - Split ID: 0
|
| 341 |
+
2024-05-26 12:39:56,908 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 1.26
|
| 342 |
+
2024-05-26 12:39:56,913 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 3.29
|
| 343 |
+
2024-05-26 12:39:56,918 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 4.87
|
| 344 |
+
2024-05-26 12:39:56,923 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 8.35
|
| 345 |
+
2024-05-26 12:39:57,221 - INFO -
|
| 346 |
+
No prior
|
| 347 |
+
2024-05-26 12:39:57,894 - INFO - (95986,)
|
| 348 |
+
2024-05-26 12:40:20,809 - INFO - Split ID: 0
|
| 349 |
+
2024-05-26 12:40:20,810 - INFO - Top 1 (Epoch 50)acc (%): 63.27
|
| 350 |
+
2024-05-26 12:40:20,810 - INFO - Top 3 (Epoch 50)acc (%): 79.82
|
| 351 |
+
2024-05-26 12:40:20,811 - INFO - Top 5 (Epoch 50)acc (%): 84.51
|
| 352 |
+
2024-05-26 12:40:20,811 - INFO - Top 10 (Epoch 50)acc (%): 88.99
|
| 353 |
+
2024-05-26 12:41:39,044 - INFO - Split ID: 0
|
| 354 |
+
2024-05-26 12:41:39,044 - INFO - Top 1 (Epoch 50)acc (%): 68.79
|
| 355 |
+
2024-05-26 12:41:39,044 - INFO - Top 3 (Epoch 50)acc (%): 83.7
|
| 356 |
+
2024-05-26 12:41:39,045 - INFO - Top 5 (Epoch 50)acc (%): 87.56
|
| 357 |
+
2024-05-26 12:41:39,045 - INFO - Top 10 (Epoch 50)acc (%): 91.21
|
| 358 |
+
2024-05-26 12:41:39,078 - INFO -
|
| 359 |
+
Epoch 51
|
| 360 |
+
2024-05-26 12:42:49,152 - INFO - [204800/569465] Loss : 0.3956
|
| 361 |
+
2024-05-26 12:43:05,574 - INFO - [266240/569465] Loss : 0.3965
|
| 362 |
+
2024-05-26 12:43:22,275 - INFO - Test loss : 0.9476
|
| 363 |
+
2024-05-26 12:43:22,276 - INFO -
|
| 364 |
+
Epoch 52
|
| 365 |
+
2024-05-26 12:44:40,037 - INFO - [204800/569465] Loss : 0.3944
|
| 366 |
+
2024-05-26 12:44:58,572 - INFO - [266240/569465] Loss : 0.3954
|
| 367 |
+
2024-05-26 12:45:30,837 - INFO - Test loss : 0.9188
|
| 368 |
+
2024-05-26 12:45:30,837 - INFO -
|
| 369 |
+
Epoch 53
|
| 370 |
+
2024-05-26 12:46:43,099 - INFO - [204800/569465] Loss : 0.3946
|
| 371 |
+
2024-05-26 12:47:05,292 - INFO - [266240/569465] Loss : 0.3951
|
| 372 |
+
2024-05-26 12:47:34,250 - INFO - Test loss : 0.9156
|
| 373 |
+
2024-05-26 12:47:34,251 - INFO -
|
| 374 |
+
Epoch 54
|
| 375 |
+
2024-05-26 12:48:52,249 - INFO - [204800/569465] Loss : 0.3932
|
| 376 |
+
2024-05-26 12:49:14,305 - INFO - [266240/569465] Loss : 0.3938
|
| 377 |
+
2024-05-26 12:49:48,954 - INFO - Test loss : 0.9369
|
| 378 |
+
2024-05-26 12:49:48,955 - INFO -
|
| 379 |
+
Epoch 55
|
| 380 |
+
2024-05-26 12:51:05,167 - INFO - [204800/569465] Loss : 0.3930
|
| 381 |
+
2024-05-26 12:51:22,895 - INFO - [266240/569465] Loss : 0.3937
|
| 382 |
+
2024-05-26 12:51:55,218 - INFO - Test loss : 0.9726
|
| 383 |
+
2024-05-26 12:51:55,219 - INFO -
|
| 384 |
+
Epoch 56
|
| 385 |
+
2024-05-26 12:53:13,784 - INFO - [204800/569465] Loss : 0.3909
|
| 386 |
+
2024-05-26 12:53:34,039 - INFO - [266240/569465] Loss : 0.3915
|
| 387 |
+
2024-05-26 12:54:01,337 - INFO - Test loss : 0.9569
|
| 388 |
+
2024-05-26 12:54:01,337 - INFO -
|
| 389 |
+
Epoch 57
|
| 390 |
+
2024-05-26 12:55:10,189 - INFO - [204800/569465] Loss : 0.3893
|
| 391 |
+
2024-05-26 12:55:32,397 - INFO - [266240/569465] Loss : 0.3907
|
| 392 |
+
2024-05-26 12:56:00,981 - INFO - Test loss : 0.9518
|
| 393 |
+
2024-05-26 12:56:00,982 - INFO -
|
| 394 |
+
Epoch 58
|
| 395 |
+
2024-05-26 12:57:01,925 - INFO - [204800/569465] Loss : 0.3901
|
| 396 |
+
2024-05-26 12:57:22,286 - INFO - [266240/569465] Loss : 0.3909
|
| 397 |
+
2024-05-26 12:57:53,639 - INFO - Test loss : 0.9654
|
| 398 |
+
2024-05-26 12:57:53,640 - INFO -
|
| 399 |
+
Epoch 59
|
| 400 |
+
2024-05-26 12:59:10,814 - INFO - [204800/569465] Loss : 0.3897
|
| 401 |
+
2024-05-26 12:59:32,976 - INFO - [266240/569465] Loss : 0.3898
|
| 402 |
+
2024-05-26 13:00:02,905 - INFO - Test loss : 0.9592
|
| 403 |
+
2024-05-26 13:00:02,905 - INFO -
|
| 404 |
+
Epoch 60
|
| 405 |
+
2024-05-26 13:01:19,426 - INFO - [204800/569465] Loss : 0.3893
|
| 406 |
+
2024-05-26 13:01:39,839 - INFO - [266240/569465] Loss : 0.3897
|
| 407 |
+
2024-05-26 13:02:17,158 - INFO - Test loss : 0.9581
|
| 408 |
+
2024-05-26 13:02:20,864 - INFO - (93622,)
|
| 409 |
+
2024-05-26 13:03:43,929 - INFO - Split ID: 0
|
| 410 |
+
2024-05-26 13:03:43,987 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 1.33
|
| 411 |
+
2024-05-26 13:03:43,992 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 3.27
|
| 412 |
+
2024-05-26 13:03:43,997 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 4.99
|
| 413 |
+
2024-05-26 13:03:44,001 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 8.39
|
| 414 |
+
2024-05-26 13:03:44,305 - INFO -
|
| 415 |
+
No prior
|
| 416 |
+
2024-05-26 13:03:44,998 - INFO - (95986,)
|
| 417 |
+
2024-05-26 13:04:08,760 - INFO - Split ID: 0
|
| 418 |
+
2024-05-26 13:04:08,761 - INFO - Top 1 (Epoch 60)acc (%): 63.27
|
| 419 |
+
2024-05-26 13:04:08,761 - INFO - Top 3 (Epoch 60)acc (%): 79.82
|
| 420 |
+
2024-05-26 13:04:08,761 - INFO - Top 5 (Epoch 60)acc (%): 84.51
|
| 421 |
+
2024-05-26 13:04:08,761 - INFO - Top 10 (Epoch 60)acc (%): 88.99
|
| 422 |
+
2024-05-26 13:05:22,694 - INFO - Split ID: 0
|
| 423 |
+
2024-05-26 13:05:22,695 - INFO - Top 1 (Epoch 60)acc (%): 68.59
|
| 424 |
+
2024-05-26 13:05:22,695 - INFO - Top 3 (Epoch 60)acc (%): 83.57
|
| 425 |
+
2024-05-26 13:05:22,695 - INFO - Top 5 (Epoch 60)acc (%): 87.44
|
| 426 |
+
2024-05-26 13:05:22,695 - INFO - Top 10 (Epoch 60)acc (%): 91.1
|
| 427 |
+
2024-05-26 13:05:22,732 - INFO -
|
| 428 |
+
Epoch 61
|
| 429 |
+
2024-05-26 13:06:42,831 - INFO - [204800/569465] Loss : 0.3858
|
| 430 |
+
2024-05-26 13:07:00,537 - INFO - [266240/569465] Loss : 0.3870
|
| 431 |
+
2024-05-26 13:07:29,722 - INFO - Test loss : 0.9717
|
| 432 |
+
2024-05-26 13:07:29,723 - INFO -
|
| 433 |
+
Epoch 62
|
| 434 |
+
2024-05-26 13:08:48,369 - INFO - [204800/569465] Loss : 0.3870
|
| 435 |
+
2024-05-26 13:09:11,272 - INFO - [266240/569465] Loss : 0.3871
|
| 436 |
+
2024-05-26 13:09:42,164 - INFO - Test loss : 0.9908
|
| 437 |
+
2024-05-26 13:09:42,164 - INFO -
|
| 438 |
+
Epoch 63
|
| 439 |
+
2024-05-26 13:10:59,952 - INFO - [204800/569465] Loss : 0.3852
|
| 440 |
+
2024-05-26 13:11:22,135 - INFO - [266240/569465] Loss : 0.3856
|
| 441 |
+
2024-05-26 13:11:54,487 - INFO - Test loss : 1.0096
|
| 442 |
+
2024-05-26 13:11:54,488 - INFO -
|
| 443 |
+
Epoch 64
|
| 444 |
+
2024-05-26 13:13:07,698 - INFO - [204800/569465] Loss : 0.3846
|
| 445 |
+
2024-05-26 13:13:31,596 - INFO - [266240/569465] Loss : 0.3856
|
| 446 |
+
2024-05-26 13:14:02,071 - INFO - Test loss : 0.9782
|
| 447 |
+
2024-05-26 13:14:02,071 - INFO -
|
| 448 |
+
Epoch 65
|
| 449 |
+
2024-05-26 13:15:19,129 - INFO - [204800/569465] Loss : 0.3834
|
| 450 |
+
2024-05-26 13:15:41,970 - INFO - [266240/569465] Loss : 0.3846
|
| 451 |
+
2024-05-26 13:16:11,271 - INFO - Test loss : 0.9957
|
| 452 |
+
2024-05-26 13:16:11,272 - INFO -
|
| 453 |
+
Epoch 66
|
| 454 |
+
2024-05-26 13:17:20,072 - INFO - [204800/569465] Loss : 0.3829
|
| 455 |
+
2024-05-26 13:17:37,430 - INFO - [266240/569465] Loss : 0.3836
|
| 456 |
+
2024-05-26 13:17:56,747 - INFO - Test loss : 1.0046
|
| 457 |
+
2024-05-26 13:17:56,747 - INFO -
|
| 458 |
+
Epoch 67
|
| 459 |
+
2024-05-26 13:19:15,910 - INFO - [204800/569465] Loss : 0.3828
|
| 460 |
+
2024-05-26 13:19:36,751 - INFO - [266240/569465] Loss : 0.3834
|
| 461 |
+
2024-05-26 13:20:06,004 - INFO - Test loss : 1.0221
|
| 462 |
+
2024-05-26 13:20:06,005 - INFO -
|
| 463 |
+
Epoch 68
|
| 464 |
+
2024-05-26 13:21:16,843 - INFO - [204800/569465] Loss : 0.3825
|
| 465 |
+
2024-05-26 13:21:39,327 - INFO - [266240/569465] Loss : 0.3825
|
| 466 |
+
2024-05-26 13:22:08,127 - INFO - Test loss : 1.0254
|
| 467 |
+
2024-05-26 13:22:08,127 - INFO -
|
| 468 |
+
Epoch 69
|
| 469 |
+
2024-05-26 13:23:17,038 - INFO - [204800/569465] Loss : 0.3820
|
| 470 |
+
2024-05-26 13:23:36,379 - INFO - [266240/569465] Loss : 0.3828
|
| 471 |
+
2024-05-26 13:24:03,554 - INFO - Test loss : 1.0358
|
| 472 |
+
2024-05-26 13:24:03,555 - INFO -
|
| 473 |
+
Epoch 70
|
| 474 |
+
2024-05-26 13:25:17,109 - INFO - [204800/569465] Loss : 0.3801
|
| 475 |
+
2024-05-26 13:25:36,835 - INFO - [266240/569465] Loss : 0.3809
|
| 476 |
+
2024-05-26 13:26:04,558 - INFO - Test loss : 1.0303
|
| 477 |
+
2024-05-26 13:26:08,427 - INFO - (93622,)
|
| 478 |
+
2024-05-26 13:27:04,047 - INFO - Split ID: 0
|
| 479 |
+
2024-05-26 13:27:04,105 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 1.31
|
| 480 |
+
2024-05-26 13:27:04,110 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 3.36
|
| 481 |
+
2024-05-26 13:27:04,115 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 4.98
|
| 482 |
+
2024-05-26 13:27:04,120 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 8.54
|
| 483 |
+
2024-05-26 13:27:04,445 - INFO -
|
| 484 |
+
No prior
|
| 485 |
+
2024-05-26 13:27:05,143 - INFO - (95986,)
|
| 486 |
+
2024-05-26 13:27:28,187 - INFO - Split ID: 0
|
| 487 |
+
2024-05-26 13:27:28,188 - INFO - Top 1 (Epoch 70)acc (%): 63.27
|
| 488 |
+
2024-05-26 13:27:28,188 - INFO - Top 3 (Epoch 70)acc (%): 79.82
|
| 489 |
+
2024-05-26 13:27:28,189 - INFO - Top 5 (Epoch 70)acc (%): 84.51
|
| 490 |
+
2024-05-26 13:27:28,189 - INFO - Top 10 (Epoch 70)acc (%): 88.99
|
| 491 |
+
2024-05-26 13:28:41,893 - INFO - Split ID: 0
|
| 492 |
+
2024-05-26 13:28:41,893 - INFO - Top 1 (Epoch 70)acc (%): 68.46
|
| 493 |
+
2024-05-26 13:28:41,893 - INFO - Top 3 (Epoch 70)acc (%): 83.35
|
| 494 |
+
2024-05-26 13:28:41,894 - INFO - Top 5 (Epoch 70)acc (%): 87.25
|
| 495 |
+
2024-05-26 13:28:41,894 - INFO - Top 10 (Epoch 70)acc (%): 90.96
|
| 496 |
+
2024-05-26 13:28:41,923 - INFO -
|
| 497 |
+
Epoch 71
|
| 498 |
+
2024-05-26 13:29:55,904 - INFO - [204800/569465] Loss : 0.3795
|
| 499 |
+
2024-05-26 13:30:14,278 - INFO - [266240/569465] Loss : 0.3799
|
| 500 |
+
2024-05-26 13:30:46,275 - INFO - Test loss : 1.0290
|
| 501 |
+
2024-05-26 13:30:46,275 - INFO -
|
| 502 |
+
Epoch 72
|
| 503 |
+
2024-05-26 13:31:56,234 - INFO - [204800/569465] Loss : 0.3790
|
| 504 |
+
2024-05-26 13:32:19,735 - INFO - [266240/569465] Loss : 0.3794
|
| 505 |
+
2024-05-26 13:32:51,243 - INFO - Test loss : 1.0482
|
| 506 |
+
2024-05-26 13:32:51,243 - INFO -
|
| 507 |
+
Epoch 73
|
| 508 |
+
2024-05-26 13:34:01,420 - INFO - [204800/569465] Loss : 0.3786
|
| 509 |
+
2024-05-26 13:34:20,280 - INFO - [266240/569465] Loss : 0.3790
|
| 510 |
+
2024-05-26 13:34:52,129 - INFO - Test loss : 1.0509
|
| 511 |
+
2024-05-26 13:34:52,129 - INFO -
|
| 512 |
+
Epoch 74
|
| 513 |
+
2024-05-26 13:35:57,924 - INFO - [204800/569465] Loss : 0.3764
|
| 514 |
+
2024-05-26 13:36:20,122 - INFO - [266240/569465] Loss : 0.3772
|
| 515 |
+
2024-05-26 13:36:51,766 - INFO - Test loss : 1.0405
|
| 516 |
+
2024-05-26 13:36:51,766 - INFO -
|
| 517 |
+
Epoch 75
|
| 518 |
+
2024-05-26 13:38:07,654 - INFO - [204800/569465] Loss : 0.3777
|
| 519 |
+
2024-05-26 13:38:28,149 - INFO - [266240/569465] Loss : 0.3785
|
| 520 |
+
2024-05-26 13:38:54,998 - INFO - Test loss : 1.0355
|
| 521 |
+
2024-05-26 13:38:54,999 - INFO -
|
| 522 |
+
Epoch 76
|
| 523 |
+
2024-05-26 13:40:08,278 - INFO - [204800/569465] Loss : 0.3763
|
| 524 |
+
2024-05-26 13:40:29,361 - INFO - [266240/569465] Loss : 0.3776
|
| 525 |
+
2024-05-26 13:40:55,331 - INFO - Test loss : 1.0109
|
| 526 |
+
2024-05-26 13:40:55,331 - INFO -
|
| 527 |
+
Epoch 77
|
| 528 |
+
2024-05-26 13:41:56,846 - INFO - [204800/569465] Loss : 0.3763
|
| 529 |
+
2024-05-26 13:42:16,116 - INFO - [266240/569465] Loss : 0.3768
|
| 530 |
+
2024-05-26 13:42:45,038 - INFO - Test loss : 1.0454
|
| 531 |
+
2024-05-26 13:42:45,038 - INFO -
|
| 532 |
+
Epoch 78
|
| 533 |
+
2024-05-26 13:43:54,342 - INFO - [204800/569465] Loss : 0.3757
|
| 534 |
+
2024-05-26 13:44:13,862 - INFO - [266240/569465] Loss : 0.3764
|
| 535 |
+
2024-05-26 13:44:43,512 - INFO - Test loss : 1.0678
|
| 536 |
+
2024-05-26 13:44:43,512 - INFO -
|
| 537 |
+
Epoch 79
|
| 538 |
+
2024-05-26 13:45:52,536 - INFO - [204800/569465] Loss : 0.3746
|
| 539 |
+
2024-05-26 13:46:13,704 - INFO - [266240/569465] Loss : 0.3749
|
| 540 |
+
2024-05-26 13:46:43,542 - INFO - Test loss : 1.0401
|
| 541 |
+
2024-05-26 13:46:43,543 - INFO -
|
| 542 |
+
Epoch 80
|
| 543 |
+
2024-05-26 13:47:54,027 - INFO - [204800/569465] Loss : 0.3749
|
| 544 |
+
2024-05-26 13:48:20,207 - INFO - [266240/569465] Loss : 0.3754
|
| 545 |
+
2024-05-26 13:48:51,609 - INFO - Test loss : 1.0671
|
| 546 |
+
2024-05-26 13:49:14,538 - INFO - (93622,)
|
| 547 |
+
2024-05-26 13:50:11,399 - INFO - Split ID: 0
|
| 548 |
+
2024-05-26 13:50:11,443 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 1.35
|
| 549 |
+
2024-05-26 13:50:11,446 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 3.37
|
| 550 |
+
2024-05-26 13:50:11,449 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 5.07
|
| 551 |
+
2024-05-26 13:50:11,454 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 8.62
|
| 552 |
+
2024-05-26 13:50:11,856 - INFO -
|
| 553 |
+
No prior
|
| 554 |
+
2024-05-26 13:50:12,556 - INFO - (95986,)
|
| 555 |
+
2024-05-26 13:50:34,888 - INFO - Split ID: 0
|
| 556 |
+
2024-05-26 13:50:34,889 - INFO - Top 1 (Epoch 80)acc (%): 63.27
|
| 557 |
+
2024-05-26 13:50:34,889 - INFO - Top 3 (Epoch 80)acc (%): 79.82
|
| 558 |
+
2024-05-26 13:50:34,889 - INFO - Top 5 (Epoch 80)acc (%): 84.51
|
| 559 |
+
2024-05-26 13:50:34,889 - INFO - Top 10 (Epoch 80)acc (%): 88.99
|
| 560 |
+
2024-05-26 13:51:50,793 - INFO - Split ID: 0
|
| 561 |
+
2024-05-26 13:51:50,793 - INFO - Top 1 (Epoch 80)acc (%): 68.4
|
| 562 |
+
2024-05-26 13:51:50,793 - INFO - Top 3 (Epoch 80)acc (%): 83.28
|
| 563 |
+
2024-05-26 13:51:50,794 - INFO - Top 5 (Epoch 80)acc (%): 87.15
|
| 564 |
+
2024-05-26 13:51:50,794 - INFO - Top 10 (Epoch 80)acc (%): 90.85
|
| 565 |
+
2024-05-26 13:51:50,827 - INFO -
|
| 566 |
+
Epoch 81
|
| 567 |
+
2024-05-26 13:53:01,312 - INFO - [204800/569465] Loss : 0.3734
|
| 568 |
+
2024-05-26 13:53:20,970 - INFO - [266240/569465] Loss : 0.3744
|
| 569 |
+
2024-05-26 13:53:48,808 - INFO - Test loss : 1.0547
|
| 570 |
+
2024-05-26 13:53:48,808 - INFO -
|
| 571 |
+
Epoch 82
|
| 572 |
+
2024-05-26 13:55:02,539 - INFO - [204800/569465] Loss : 0.3728
|
| 573 |
+
2024-05-26 13:55:23,843 - INFO - [266240/569465] Loss : 0.3738
|
| 574 |
+
2024-05-26 13:55:51,895 - INFO - Test loss : 1.0545
|
| 575 |
+
2024-05-26 13:55:51,895 - INFO -
|
| 576 |
+
Epoch 83
|
| 577 |
+
2024-05-26 13:57:05,076 - INFO - [204800/569465] Loss : 0.3718
|
| 578 |
+
2024-05-26 13:57:24,099 - INFO - [266240/569465] Loss : 0.3730
|
| 579 |
+
2024-05-26 13:57:50,969 - INFO - Test loss : 1.0435
|
| 580 |
+
2024-05-26 13:57:50,969 - INFO -
|
| 581 |
+
Epoch 84
|
| 582 |
+
2024-05-26 13:59:01,136 - INFO - [204800/569465] Loss : 0.3729
|
| 583 |
+
2024-05-26 13:59:19,103 - INFO - [266240/569465] Loss : 0.3731
|
| 584 |
+
2024-05-26 13:59:49,036 - INFO - Test loss : 1.0745
|
| 585 |
+
2024-05-26 13:59:49,037 - INFO -
|
| 586 |
+
Epoch 85
|
| 587 |
+
2024-05-26 14:01:01,528 - INFO - [204800/569465] Loss : 0.3727
|
| 588 |
+
2024-05-26 14:01:21,334 - INFO - [266240/569465] Loss : 0.3736
|
| 589 |
+
2024-05-26 14:01:53,050 - INFO - Test loss : 1.0566
|
| 590 |
+
2024-05-26 14:01:53,050 - INFO -
|
| 591 |
+
Epoch 86
|
| 592 |
+
2024-05-26 14:02:51,739 - INFO - [204800/569465] Loss : 0.3710
|
| 593 |
+
2024-05-26 14:03:09,452 - INFO - [266240/569465] Loss : 0.3716
|
| 594 |
+
2024-05-26 14:03:36,823 - INFO - Test loss : 1.0834
|
| 595 |
+
2024-05-26 14:03:36,824 - INFO -
|
| 596 |
+
Epoch 87
|
| 597 |
+
2024-05-26 14:04:52,209 - INFO - [204800/569465] Loss : 0.3702
|
| 598 |
+
2024-05-26 14:05:12,896 - INFO - [266240/569465] Loss : 0.3711
|
| 599 |
+
2024-05-26 14:05:47,409 - INFO - Test loss : 1.0979
|
| 600 |
+
2024-05-26 14:05:47,410 - INFO -
|
| 601 |
+
Epoch 88
|
| 602 |
+
2024-05-26 14:07:02,128 - INFO - [204800/569465] Loss : 0.3707
|
| 603 |
+
2024-05-26 14:07:23,181 - INFO - [266240/569465] Loss : 0.3713
|
| 604 |
+
2024-05-26 14:07:58,438 - INFO - Test loss : 1.0727
|
| 605 |
+
2024-05-26 14:07:58,438 - INFO -
|
| 606 |
+
Epoch 89
|
| 607 |
+
2024-05-26 14:09:14,244 - INFO - [204800/569465] Loss : 0.3702
|
| 608 |
+
2024-05-26 14:09:34,821 - INFO - [266240/569465] Loss : 0.3708
|
| 609 |
+
2024-05-26 14:10:08,898 - INFO - Test loss : 1.0963
|
| 610 |
+
2024-05-26 14:10:08,898 - INFO -
|
| 611 |
+
Epoch 90
|
| 612 |
+
2024-05-26 14:11:26,997 - INFO - [204800/569465] Loss : 0.3695
|
| 613 |
+
2024-05-26 14:11:49,046 - INFO - [266240/569465] Loss : 0.3701
|
| 614 |
+
2024-05-26 14:12:23,655 - INFO - Test loss : 1.0931
|
| 615 |
+
2024-05-26 14:12:26,256 - INFO - (93622,)
|
| 616 |
+
2024-05-26 14:13:22,501 - INFO - Split ID: 0
|
| 617 |
+
2024-05-26 14:13:22,541 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 1.38
|
| 618 |
+
2024-05-26 14:13:22,544 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 3.41
|
| 619 |
+
2024-05-26 14:13:22,547 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 5.1
|
| 620 |
+
2024-05-26 14:13:22,551 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 8.63
|
| 621 |
+
2024-05-26 14:13:22,833 - INFO -
|
| 622 |
+
No prior
|
| 623 |
+
2024-05-26 14:13:23,429 - INFO - (95986,)
|
| 624 |
+
2024-05-26 14:13:44,940 - INFO - Split ID: 0
|
| 625 |
+
2024-05-26 14:13:44,940 - INFO - Top 1 (Epoch 90)acc (%): 63.27
|
| 626 |
+
2024-05-26 14:13:44,941 - INFO - Top 3 (Epoch 90)acc (%): 79.82
|
| 627 |
+
2024-05-26 14:13:44,941 - INFO - Top 5 (Epoch 90)acc (%): 84.51
|
| 628 |
+
2024-05-26 14:13:44,941 - INFO - Top 10 (Epoch 90)acc (%): 88.99
|
| 629 |
+
2024-05-26 14:15:02,084 - INFO - Split ID: 0
|
| 630 |
+
2024-05-26 14:15:02,085 - INFO - Top 1 (Epoch 90)acc (%): 68.31
|
| 631 |
+
2024-05-26 14:15:02,085 - INFO - Top 3 (Epoch 90)acc (%): 83.2
|
| 632 |
+
2024-05-26 14:15:02,085 - INFO - Top 5 (Epoch 90)acc (%): 87.1
|
| 633 |
+
2024-05-26 14:15:02,085 - INFO - Top 10 (Epoch 90)acc (%): 90.8
|
| 634 |
+
2024-05-26 14:15:02,087 - INFO -
|
| 635 |
+
Epoch 91
|
| 636 |
+
2024-05-26 14:16:19,963 - INFO - [204800/569465] Loss : 0.3682
|
| 637 |
+
2024-05-26 14:16:40,320 - INFO - [266240/569465] Loss : 0.3694
|
| 638 |
+
2024-05-26 14:17:15,045 - INFO - Test loss : 1.0954
|
| 639 |
+
2024-05-26 14:17:15,045 - INFO -
|
| 640 |
+
Epoch 92
|
| 641 |
+
2024-05-26 14:18:33,525 - INFO - [204800/569465] Loss : 0.3699
|
| 642 |
+
2024-05-26 14:18:54,615 - INFO - [266240/569465] Loss : 0.3702
|
| 643 |
+
2024-05-26 14:19:26,797 - INFO - Test loss : 1.1040
|
| 644 |
+
2024-05-26 14:19:26,797 - INFO -
|
| 645 |
+
Epoch 93
|
| 646 |
+
2024-05-26 14:20:43,651 - INFO - [204800/569465] Loss : 0.3675
|
| 647 |
+
2024-05-26 14:21:06,634 - INFO - [266240/569465] Loss : 0.3687
|
| 648 |
+
2024-05-26 14:21:39,202 - INFO - Test loss : 1.0894
|
| 649 |
+
2024-05-26 14:21:39,202 - INFO -
|
| 650 |
+
Epoch 94
|
| 651 |
+
2024-05-26 14:22:59,644 - INFO - [204800/569465] Loss : 0.3676
|
| 652 |
+
2024-05-26 14:23:22,105 - INFO - [266240/569465] Loss : 0.3680
|
| 653 |
+
2024-05-26 14:23:54,186 - INFO - Test loss : 1.1030
|
| 654 |
+
2024-05-26 14:23:54,186 - INFO -
|
| 655 |
+
Epoch 95
|
| 656 |
+
2024-05-26 14:25:12,652 - INFO - [204800/569465] Loss : 0.3678
|
| 657 |
+
2024-05-26 14:25:35,402 - INFO - [266240/569465] Loss : 0.3682
|
| 658 |
+
2024-05-26 14:25:47,574 - INFO - Test loss : 1.1011
|
| 659 |
+
2024-05-26 14:25:47,574 - INFO -
|
| 660 |
+
Epoch 96
|
| 661 |
+
2024-05-26 14:27:02,709 - INFO - [204800/569465] Loss : 0.3670
|
| 662 |
+
2024-05-26 14:27:25,707 - INFO - [266240/569465] Loss : 0.3675
|
| 663 |
+
2024-05-26 14:27:57,883 - INFO - Test loss : 1.1310
|
| 664 |
+
2024-05-26 14:27:57,883 - INFO -
|
| 665 |
+
Epoch 97
|
| 666 |
+
2024-05-26 14:29:13,930 - INFO - [204800/569465] Loss : 0.3668
|
| 667 |
+
2024-05-26 14:29:35,050 - INFO - [266240/569465] Loss : 0.3668
|
| 668 |
+
2024-05-26 14:30:06,908 - INFO - Test loss : 1.1422
|
| 669 |
+
2024-05-26 14:30:06,909 - INFO -
|
| 670 |
+
Epoch 98
|
| 671 |
+
2024-05-26 14:31:23,621 - INFO - [204800/569465] Loss : 0.3658
|
| 672 |
+
2024-05-26 14:31:45,700 - INFO - [266240/569465] Loss : 0.3668
|
| 673 |
+
2024-05-26 14:32:19,632 - INFO - Test loss : 1.1048
|
| 674 |
+
2024-05-26 14:32:19,632 - INFO -
|
| 675 |
+
Epoch 99
|
| 676 |
+
2024-05-26 14:33:35,257 - INFO - [204800/569465] Loss : 0.3656
|
| 677 |
+
2024-05-26 14:33:59,152 - INFO - [266240/569465] Loss : 0.3663
|
| 678 |
+
2024-05-26 14:34:29,378 - INFO - Test loss : 1.1180
|
| 679 |
+
2024-05-26 14:34:29,379 - INFO - Saving output model to ../models/space2vec_theory/model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 680 |
+
2024-05-26 14:34:29,448 - INFO - Saving output model to ../models/space2vec_theory/model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 681 |
+
2024-05-26 14:34:29,615 - INFO -
|
| 682 |
+
No prior
|
| 683 |
+
2024-05-26 14:34:30,298 - INFO - (95986,)
|
| 684 |
+
2024-05-26 14:34:51,900 - INFO - Split ID: 0
|
| 685 |
+
2024-05-26 14:34:51,901 - INFO - Top 1 acc (%): 63.27
|
| 686 |
+
2024-05-26 14:34:51,901 - INFO - Top 3 acc (%): 79.82
|
| 687 |
+
2024-05-26 14:34:51,902 - INFO - Top 5 acc (%): 84.51
|
| 688 |
+
2024-05-26 14:34:51,902 - INFO - Top 10 acc (%): 88.99
|
| 689 |
+
2024-05-26 14:36:08,245 - INFO - Split ID: 0
|
| 690 |
+
2024-05-26 14:36:08,245 - INFO - Top 1 acc (%): 68.3
|
| 691 |
+
2024-05-26 14:36:08,245 - INFO - Top 3 acc (%): 83.16
|
| 692 |
+
2024-05-26 14:36:08,246 - INFO - Top 5 acc (%): 87.04
|
| 693 |
+
2024-05-26 14:36:08,246 - INFO - Top 10 acc (%): 90.75
|
| 694 |
+
2024-05-26 14:36:08,274 - INFO -
|
| 695 |
+
Space2Vec-theory
|
| 696 |
+
2024-05-26 14:36:08,274 - INFO - Model : model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 697 |
+
2024-05-26 14:36:11,712 - INFO - (93622,)
|
| 698 |
+
2024-05-26 14:37:05,866 - INFO - Split ID: 0
|
| 699 |
+
2024-05-26 14:37:05,919 - INFO - Top 1 LocEnc acc (%): 1.41
|
| 700 |
+
2024-05-26 14:37:05,922 - INFO - Top 3 LocEnc acc (%): 3.46
|
| 701 |
+
2024-05-26 14:37:05,926 - INFO - Top 5 LocEnc acc (%): 5.23
|
| 702 |
+
2024-05-26 14:37:05,931 - INFO - Top 10 LocEnc acc (%): 8.81
|
| 703 |
+
2024-05-31 01:58:48,099 - INFO -
|
| 704 |
+
num_classes 5089
|
| 705 |
+
2024-05-31 01:58:48,099 - INFO - num train 569465
|
| 706 |
+
2024-05-31 01:58:48,099 - INFO - num val 93622
|
| 707 |
+
2024-05-31 01:58:48,099 - INFO - train loss full_loss
|
| 708 |
+
2024-05-31 01:58:48,099 - INFO - model name ../models/space2vec_theory/model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 709 |
+
2024-05-31 01:58:48,099 - INFO - num users 17302
|
| 710 |
+
2024-05-31 01:58:48,979 - INFO -
|
| 711 |
+
Only Space2Vec-theory
|
| 712 |
+
2024-05-31 01:58:48,979 - INFO - Model : model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 713 |
+
2024-05-31 01:58:49,239 - INFO - Saving output model to ../models/space2vec_theory/model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 714 |
+
2024-05-31 01:58:49,416 - INFO - Saving output model to ../models/space2vec_theory/model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 715 |
+
2024-05-31 01:58:49,608 - INFO -
|
| 716 |
+
No prior
|
| 717 |
+
2024-05-31 01:58:50,259 - INFO - (95986,)
|
| 718 |
+
2024-05-31 01:59:21,696 - INFO - Save results to ../eval_results/eval_inat_2017__val_no_prior.csv
|
| 719 |
+
2024-05-31 01:59:21,697 - INFO - Split ID: 0
|
| 720 |
+
2024-05-31 01:59:21,697 - INFO - Top 1 acc (%): 63.27
|
| 721 |
+
2024-05-31 01:59:21,697 - INFO - Top 3 acc (%): 79.82
|
| 722 |
+
2024-05-31 01:59:21,697 - INFO - Top 5 acc (%): 84.51
|
| 723 |
+
2024-05-31 01:59:21,697 - INFO - Top 10 acc (%): 88.99
|
| 724 |
+
2024-05-31 02:00:49,976 - INFO - Split ID: 0
|
| 725 |
+
2024-05-31 02:00:49,977 - INFO - Top 1 hit (%): 68.3
|
| 726 |
+
2024-05-31 02:00:49,977 - INFO - Top 3 hit (%): 83.16
|
| 727 |
+
2024-05-31 02:00:49,977 - INFO - Top 5 hit (%): 87.04
|
| 728 |
+
2024-05-31 02:00:49,977 - INFO - Top 10 hit (%): 90.75
|
| 729 |
+
2024-05-31 02:00:50,022 - INFO -
|
| 730 |
+
Only Space2Vec-theory
|
| 731 |
+
2024-05-31 02:00:50,022 - INFO - Model : model_inat_2017_Space2Vec-theory_inception_v3_0.0200_64_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
|
| 732 |
+
2024-05-31 02:00:52,131 - INFO - (93622,)
|
| 733 |
+
2024-05-31 02:01:38,448 - INFO - Split ID: 0
|
| 734 |
+
2024-05-31 02:01:38,480 - INFO - Top 1 LocEnc acc (%): 1.41
|
| 735 |
+
2024-05-31 02:01:38,483 - INFO - Top 3 LocEnc acc (%): 3.46
|
| 736 |
+
2024-05-31 02:01:38,486 - INFO - Top 5 LocEnc acc (%): 5.23
|
| 737 |
+
2024-05-31 02:01:38,489 - INFO - Top 10 LocEnc acc (%): 8.81
|