Upload data/model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.log with huggingface_hub
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data/model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.log
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| 1 |
+
2024-05-30 08:56:50,801 - INFO -
|
| 2 |
+
num_classes 555
|
| 3 |
+
2024-05-30 08:56:50,801 - INFO - num train 22599
|
| 4 |
+
2024-05-30 08:56:50,801 - INFO - num val 1100
|
| 5 |
+
2024-05-30 08:56:50,801 - INFO - train loss full_loss
|
| 6 |
+
2024-05-30 08:56:50,801 - INFO - model name ../models/sphere2vec_dfs/model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 7 |
+
2024-05-30 08:56:50,801 - INFO - num users 5331
|
| 8 |
+
2024-05-30 08:56:50,801 - INFO - meta data ebird_meta
|
| 9 |
+
2024-05-30 08:56:51,537 - INFO -
|
| 10 |
+
Epoch 0
|
| 11 |
+
2024-05-30 08:56:53,331 - INFO - [20480/22599] Loss : 1.7545
|
| 12 |
+
2024-05-30 08:56:53,383 - INFO - Test loss : 1.4960
|
| 13 |
+
2024-05-30 08:56:53,383 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-30 08:56:54,693 - INFO - [20480/22599] Loss : 1.4702
|
| 16 |
+
2024-05-30 08:56:54,749 - INFO - Test loss : 0.6499
|
| 17 |
+
2024-05-30 08:56:54,749 - INFO -
|
| 18 |
+
Epoch 2
|
| 19 |
+
2024-05-30 08:56:56,003 - INFO - [20480/22599] Loss : 1.3455
|
| 20 |
+
2024-05-30 08:56:56,054 - INFO - Test loss : 0.6314
|
| 21 |
+
2024-05-30 08:56:56,054 - INFO -
|
| 22 |
+
Epoch 3
|
| 23 |
+
2024-05-30 08:56:57,319 - INFO - [20480/22599] Loss : 1.2688
|
| 24 |
+
2024-05-30 08:56:57,371 - INFO - Test loss : 0.4645
|
| 25 |
+
2024-05-30 08:56:57,371 - INFO -
|
| 26 |
+
Epoch 4
|
| 27 |
+
2024-05-30 08:56:58,637 - INFO - [20480/22599] Loss : 1.2234
|
| 28 |
+
2024-05-30 08:56:58,689 - INFO - Test loss : 0.5243
|
| 29 |
+
2024-05-30 08:56:58,689 - INFO -
|
| 30 |
+
Epoch 5
|
| 31 |
+
2024-05-30 08:56:59,948 - INFO - [20480/22599] Loss : 1.1980
|
| 32 |
+
2024-05-30 08:57:00,001 - INFO - Test loss : 0.4970
|
| 33 |
+
2024-05-30 08:57:00,001 - INFO -
|
| 34 |
+
Epoch 6
|
| 35 |
+
2024-05-30 08:57:01,264 - INFO - [20480/22599] Loss : 1.1805
|
| 36 |
+
2024-05-30 08:57:01,315 - INFO - Test loss : 0.5153
|
| 37 |
+
2024-05-30 08:57:01,315 - INFO -
|
| 38 |
+
Epoch 7
|
| 39 |
+
2024-05-30 08:57:02,574 - INFO - [20480/22599] Loss : 1.1642
|
| 40 |
+
2024-05-30 08:57:02,625 - INFO - Test loss : 0.4805
|
| 41 |
+
2024-05-30 08:57:02,625 - INFO -
|
| 42 |
+
Epoch 8
|
| 43 |
+
2024-05-30 08:57:03,887 - INFO - [20480/22599] Loss : 1.1535
|
| 44 |
+
2024-05-30 08:57:03,938 - INFO - Test loss : 0.4929
|
| 45 |
+
2024-05-30 08:57:03,938 - INFO -
|
| 46 |
+
Epoch 9
|
| 47 |
+
2024-05-30 08:57:05,213 - INFO - [20480/22599] Loss : 1.1426
|
| 48 |
+
2024-05-30 08:57:05,265 - INFO - Test loss : 0.5120
|
| 49 |
+
2024-05-30 08:57:05,265 - INFO -
|
| 50 |
+
Epoch 10
|
| 51 |
+
2024-05-30 08:57:06,534 - INFO - [20480/22599] Loss : 1.1305
|
| 52 |
+
2024-05-30 08:57:06,585 - INFO - Test loss : 0.4948
|
| 53 |
+
2024-05-30 08:57:06,598 - INFO - (1100,)
|
| 54 |
+
2024-05-30 08:57:06,643 - INFO - Split ID: 0
|
| 55 |
+
2024-05-30 08:57:06,643 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 0.45
|
| 56 |
+
2024-05-30 08:57:06,643 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 1.64
|
| 57 |
+
2024-05-30 08:57:06,643 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 2.73
|
| 58 |
+
2024-05-30 08:57:06,643 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 6.0
|
| 59 |
+
2024-05-30 08:57:06,644 - INFO -
|
| 60 |
+
No prior
|
| 61 |
+
2024-05-30 08:57:06,678 - INFO - (24633,)
|
| 62 |
+
2024-05-30 08:57:07,342 - INFO - Split ID: 0
|
| 63 |
+
2024-05-30 08:57:07,342 - INFO - Top 1 (Epoch 10)acc (%): 76.08
|
| 64 |
+
2024-05-30 08:57:07,343 - INFO - Top 3 (Epoch 10)acc (%): 90.98
|
| 65 |
+
2024-05-30 08:57:07,343 - INFO - Top 5 (Epoch 10)acc (%): 94.06
|
| 66 |
+
2024-05-30 08:57:07,343 - INFO - Top 10 (Epoch 10)acc (%): 96.83
|
| 67 |
+
2024-05-30 08:57:22,318 - INFO - Split ID: 0
|
| 68 |
+
2024-05-30 08:57:22,318 - INFO - Top 1 (Epoch 10)acc (%): 79.08
|
| 69 |
+
2024-05-30 08:57:22,318 - INFO - Top 3 (Epoch 10)acc (%): 92.33
|
| 70 |
+
2024-05-30 08:57:22,318 - INFO - Top 5 (Epoch 10)acc (%): 95.01
|
| 71 |
+
2024-05-30 08:57:22,318 - INFO - Top 10 (Epoch 10)acc (%): 97.43
|
| 72 |
+
2024-05-30 08:57:22,318 - INFO -
|
| 73 |
+
Epoch 11
|
| 74 |
+
2024-05-30 08:57:23,536 - INFO - [20480/22599] Loss : 1.1196
|
| 75 |
+
2024-05-30 08:57:23,588 - INFO - Test loss : 0.4889
|
| 76 |
+
2024-05-30 08:57:23,588 - INFO -
|
| 77 |
+
Epoch 12
|
| 78 |
+
2024-05-30 08:57:24,807 - INFO - [20480/22599] Loss : 1.1103
|
| 79 |
+
2024-05-30 08:57:24,869 - INFO - Test loss : 0.4945
|
| 80 |
+
2024-05-30 08:57:24,869 - INFO -
|
| 81 |
+
Epoch 13
|
| 82 |
+
2024-05-30 08:57:26,121 - INFO - [20480/22599] Loss : 1.0991
|
| 83 |
+
2024-05-30 08:57:26,174 - INFO - Test loss : 0.5123
|
| 84 |
+
2024-05-30 08:57:26,174 - INFO -
|
| 85 |
+
Epoch 14
|
| 86 |
+
2024-05-30 08:57:27,416 - INFO - [20480/22599] Loss : 1.0931
|
| 87 |
+
2024-05-30 08:57:27,469 - INFO - Test loss : 0.4936
|
| 88 |
+
2024-05-30 08:57:27,469 - INFO -
|
| 89 |
+
Epoch 15
|
| 90 |
+
2024-05-30 08:57:28,734 - INFO - [20480/22599] Loss : 1.0796
|
| 91 |
+
2024-05-30 08:57:28,785 - INFO - Test loss : 0.4933
|
| 92 |
+
2024-05-30 08:57:28,785 - INFO -
|
| 93 |
+
Epoch 16
|
| 94 |
+
2024-05-30 08:57:30,045 - INFO - [20480/22599] Loss : 1.0723
|
| 95 |
+
2024-05-30 08:57:30,097 - INFO - Test loss : 0.4853
|
| 96 |
+
2024-05-30 08:57:30,097 - INFO -
|
| 97 |
+
Epoch 17
|
| 98 |
+
2024-05-30 08:57:31,361 - INFO - [20480/22599] Loss : 1.0643
|
| 99 |
+
2024-05-30 08:57:31,412 - INFO - Test loss : 0.4946
|
| 100 |
+
2024-05-30 08:57:31,412 - INFO -
|
| 101 |
+
Epoch 18
|
| 102 |
+
2024-05-30 08:57:32,758 - INFO - [20480/22599] Loss : 1.0555
|
| 103 |
+
2024-05-30 08:57:32,809 - INFO - Test loss : 0.4707
|
| 104 |
+
2024-05-30 08:57:32,809 - INFO -
|
| 105 |
+
Epoch 19
|
| 106 |
+
2024-05-30 08:57:34,078 - INFO - [20480/22599] Loss : 1.0467
|
| 107 |
+
2024-05-30 08:57:34,130 - INFO - Test loss : 0.4953
|
| 108 |
+
2024-05-30 08:57:34,130 - INFO -
|
| 109 |
+
Epoch 20
|
| 110 |
+
2024-05-30 08:57:35,398 - INFO - [20480/22599] Loss : 1.0403
|
| 111 |
+
2024-05-30 08:57:35,449 - INFO - Test loss : 0.4894
|
| 112 |
+
2024-05-30 08:57:35,456 - INFO - (1100,)
|
| 113 |
+
2024-05-30 08:57:35,501 - INFO - Split ID: 0
|
| 114 |
+
2024-05-30 08:57:35,501 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 1.0
|
| 115 |
+
2024-05-30 08:57:35,501 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 3.18
|
| 116 |
+
2024-05-30 08:57:35,501 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 5.36
|
| 117 |
+
2024-05-30 08:57:35,501 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 9.0
|
| 118 |
+
2024-05-30 08:57:35,502 - INFO -
|
| 119 |
+
No prior
|
| 120 |
+
2024-05-30 08:57:35,530 - INFO - (24633,)
|
| 121 |
+
2024-05-30 08:57:36,188 - INFO - Split ID: 0
|
| 122 |
+
2024-05-30 08:57:36,189 - INFO - Top 1 (Epoch 20)acc (%): 76.08
|
| 123 |
+
2024-05-30 08:57:36,189 - INFO - Top 3 (Epoch 20)acc (%): 90.98
|
| 124 |
+
2024-05-30 08:57:36,189 - INFO - Top 5 (Epoch 20)acc (%): 94.06
|
| 125 |
+
2024-05-30 08:57:36,189 - INFO - Top 10 (Epoch 20)acc (%): 96.83
|
| 126 |
+
2024-05-30 08:57:51,235 - INFO - Split ID: 0
|
| 127 |
+
2024-05-30 08:57:51,235 - INFO - Top 1 (Epoch 20)acc (%): 79.76
|
| 128 |
+
2024-05-30 08:57:51,236 - INFO - Top 3 (Epoch 20)acc (%): 92.77
|
| 129 |
+
2024-05-30 08:57:51,236 - INFO - Top 5 (Epoch 20)acc (%): 95.39
|
| 130 |
+
2024-05-30 08:57:51,236 - INFO - Top 10 (Epoch 20)acc (%): 97.63
|
| 131 |
+
2024-05-30 08:57:51,236 - INFO -
|
| 132 |
+
Epoch 21
|
| 133 |
+
2024-05-30 08:57:52,505 - INFO - [20480/22599] Loss : 1.0331
|
| 134 |
+
2024-05-30 08:57:52,558 - INFO - Test loss : 0.5017
|
| 135 |
+
2024-05-30 08:57:52,558 - INFO -
|
| 136 |
+
Epoch 22
|
| 137 |
+
2024-05-30 08:57:53,844 - INFO - [20480/22599] Loss : 1.0286
|
| 138 |
+
2024-05-30 08:57:53,897 - INFO - Test loss : 0.4464
|
| 139 |
+
2024-05-30 08:57:53,897 - INFO -
|
| 140 |
+
Epoch 23
|
| 141 |
+
2024-05-30 08:57:55,169 - INFO - [20480/22599] Loss : 1.0185
|
| 142 |
+
2024-05-30 08:57:55,221 - INFO - Test loss : 0.4766
|
| 143 |
+
2024-05-30 08:57:55,221 - INFO -
|
| 144 |
+
Epoch 24
|
| 145 |
+
2024-05-30 08:57:56,483 - INFO - [20480/22599] Loss : 1.0121
|
| 146 |
+
2024-05-30 08:57:56,535 - INFO - Test loss : 0.4795
|
| 147 |
+
2024-05-30 08:57:56,535 - INFO -
|
| 148 |
+
Epoch 25
|
| 149 |
+
2024-05-30 08:57:57,804 - INFO - [20480/22599] Loss : 1.0057
|
| 150 |
+
2024-05-30 08:57:57,856 - INFO - Test loss : 0.4461
|
| 151 |
+
2024-05-30 08:57:57,856 - INFO -
|
| 152 |
+
Epoch 26
|
| 153 |
+
2024-05-30 08:57:59,127 - INFO - [20480/22599] Loss : 1.0024
|
| 154 |
+
2024-05-30 08:57:59,179 - INFO - Test loss : 0.4372
|
| 155 |
+
2024-05-30 08:57:59,179 - INFO -
|
| 156 |
+
Epoch 27
|
| 157 |
+
2024-05-30 08:58:00,444 - INFO - [20480/22599] Loss : 0.9942
|
| 158 |
+
2024-05-30 08:58:00,498 - INFO - Test loss : 0.4779
|
| 159 |
+
2024-05-30 08:58:00,498 - INFO -
|
| 160 |
+
Epoch 28
|
| 161 |
+
2024-05-30 08:58:01,771 - INFO - [20480/22599] Loss : 0.9903
|
| 162 |
+
2024-05-30 08:58:01,823 - INFO - Test loss : 0.4778
|
| 163 |
+
2024-05-30 08:58:01,823 - INFO -
|
| 164 |
+
Epoch 29
|
| 165 |
+
2024-05-30 08:58:03,086 - INFO - [20480/22599] Loss : 0.9815
|
| 166 |
+
2024-05-30 08:58:03,137 - INFO - Test loss : 0.4666
|
| 167 |
+
2024-05-30 08:58:03,138 - INFO -
|
| 168 |
+
Epoch 30
|
| 169 |
+
2024-05-30 08:58:04,399 - INFO - [20480/22599] Loss : 0.9732
|
| 170 |
+
2024-05-30 08:58:04,450 - INFO - Test loss : 0.4605
|
| 171 |
+
2024-05-30 08:58:04,455 - INFO - (1100,)
|
| 172 |
+
2024-05-30 08:58:04,500 - INFO - Split ID: 0
|
| 173 |
+
2024-05-30 08:58:04,500 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 1.45
|
| 174 |
+
2024-05-30 08:58:04,500 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 3.73
|
| 175 |
+
2024-05-30 08:58:04,500 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 6.82
|
| 176 |
+
2024-05-30 08:58:04,501 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 10.82
|
| 177 |
+
2024-05-30 08:58:04,501 - INFO -
|
| 178 |
+
No prior
|
| 179 |
+
2024-05-30 08:58:04,529 - INFO - (24633,)
|
| 180 |
+
2024-05-30 08:58:05,183 - INFO - Split ID: 0
|
| 181 |
+
2024-05-30 08:58:05,183 - INFO - Top 1 (Epoch 30)acc (%): 76.08
|
| 182 |
+
2024-05-30 08:58:05,183 - INFO - Top 3 (Epoch 30)acc (%): 90.98
|
| 183 |
+
2024-05-30 08:58:05,183 - INFO - Top 5 (Epoch 30)acc (%): 94.06
|
| 184 |
+
2024-05-30 08:58:05,184 - INFO - Top 10 (Epoch 30)acc (%): 96.83
|
| 185 |
+
2024-05-30 08:58:20,119 - INFO - Split ID: 0
|
| 186 |
+
2024-05-30 08:58:20,119 - INFO - Top 1 (Epoch 30)acc (%): 80.55
|
| 187 |
+
2024-05-30 08:58:20,119 - INFO - Top 3 (Epoch 30)acc (%): 93.05
|
| 188 |
+
2024-05-30 08:58:20,119 - INFO - Top 5 (Epoch 30)acc (%): 95.58
|
| 189 |
+
2024-05-30 08:58:20,119 - INFO - Top 10 (Epoch 30)acc (%): 97.76
|
| 190 |
+
2024-05-30 08:58:20,120 - INFO -
|
| 191 |
+
Epoch 31
|
| 192 |
+
2024-05-30 08:58:21,368 - INFO - [20480/22599] Loss : 0.9721
|
| 193 |
+
2024-05-30 08:58:21,420 - INFO - Test loss : 0.4696
|
| 194 |
+
2024-05-30 08:58:21,420 - INFO -
|
| 195 |
+
Epoch 32
|
| 196 |
+
2024-05-30 08:58:22,784 - INFO - [20480/22599] Loss : 0.9678
|
| 197 |
+
2024-05-30 08:58:22,836 - INFO - Test loss : 0.4649
|
| 198 |
+
2024-05-30 08:58:22,836 - INFO -
|
| 199 |
+
Epoch 33
|
| 200 |
+
2024-05-30 08:58:24,101 - INFO - [20480/22599] Loss : 0.9654
|
| 201 |
+
2024-05-30 08:58:24,152 - INFO - Test loss : 0.4548
|
| 202 |
+
2024-05-30 08:58:24,152 - INFO -
|
| 203 |
+
Epoch 34
|
| 204 |
+
2024-05-30 08:58:25,409 - INFO - [20480/22599] Loss : 0.9627
|
| 205 |
+
2024-05-30 08:58:25,461 - INFO - Test loss : 0.4683
|
| 206 |
+
2024-05-30 08:58:25,461 - INFO -
|
| 207 |
+
Epoch 35
|
| 208 |
+
2024-05-30 08:58:26,726 - INFO - [20480/22599] Loss : 0.9580
|
| 209 |
+
2024-05-30 08:58:26,778 - INFO - Test loss : 0.4741
|
| 210 |
+
2024-05-30 08:58:26,778 - INFO -
|
| 211 |
+
Epoch 36
|
| 212 |
+
2024-05-30 08:58:28,037 - INFO - [20480/22599] Loss : 0.9549
|
| 213 |
+
2024-05-30 08:58:28,089 - INFO - Test loss : 0.4737
|
| 214 |
+
2024-05-30 08:58:28,089 - INFO -
|
| 215 |
+
Epoch 37
|
| 216 |
+
2024-05-30 08:58:29,347 - INFO - [20480/22599] Loss : 0.9504
|
| 217 |
+
2024-05-30 08:58:29,398 - INFO - Test loss : 0.4620
|
| 218 |
+
2024-05-30 08:58:29,398 - INFO -
|
| 219 |
+
Epoch 38
|
| 220 |
+
2024-05-30 08:58:30,659 - INFO - [20480/22599] Loss : 0.9511
|
| 221 |
+
2024-05-30 08:58:30,710 - INFO - Test loss : 0.4570
|
| 222 |
+
2024-05-30 08:58:30,710 - INFO -
|
| 223 |
+
Epoch 39
|
| 224 |
+
2024-05-30 08:58:31,973 - INFO - [20480/22599] Loss : 0.9459
|
| 225 |
+
2024-05-30 08:58:32,024 - INFO - Test loss : 0.4587
|
| 226 |
+
2024-05-30 08:58:32,025 - INFO -
|
| 227 |
+
Epoch 40
|
| 228 |
+
2024-05-30 08:58:33,295 - INFO - [20480/22599] Loss : 0.9441
|
| 229 |
+
2024-05-30 08:58:33,346 - INFO - Test loss : 0.4572
|
| 230 |
+
2024-05-30 08:58:33,352 - INFO - (1100,)
|
| 231 |
+
2024-05-30 08:58:33,397 - INFO - Split ID: 0
|
| 232 |
+
2024-05-30 08:58:33,398 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 1.45
|
| 233 |
+
2024-05-30 08:58:33,398 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 4.27
|
| 234 |
+
2024-05-30 08:58:33,398 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 6.55
|
| 235 |
+
2024-05-30 08:58:33,398 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 11.18
|
| 236 |
+
2024-05-30 08:58:33,398 - INFO -
|
| 237 |
+
No prior
|
| 238 |
+
2024-05-30 08:58:33,427 - INFO - (24633,)
|
| 239 |
+
2024-05-30 08:58:34,079 - INFO - Split ID: 0
|
| 240 |
+
2024-05-30 08:58:34,080 - INFO - Top 1 (Epoch 40)acc (%): 76.08
|
| 241 |
+
2024-05-30 08:58:34,080 - INFO - Top 3 (Epoch 40)acc (%): 90.98
|
| 242 |
+
2024-05-30 08:58:34,080 - INFO - Top 5 (Epoch 40)acc (%): 94.06
|
| 243 |
+
2024-05-30 08:58:34,080 - INFO - Top 10 (Epoch 40)acc (%): 96.83
|
| 244 |
+
2024-05-30 08:58:49,034 - INFO - Split ID: 0
|
| 245 |
+
2024-05-30 08:58:49,035 - INFO - Top 1 (Epoch 40)acc (%): 80.9
|
| 246 |
+
2024-05-30 08:58:49,035 - INFO - Top 3 (Epoch 40)acc (%): 93.23
|
| 247 |
+
2024-05-30 08:58:49,035 - INFO - Top 5 (Epoch 40)acc (%): 95.72
|
| 248 |
+
2024-05-30 08:58:49,035 - INFO - Top 10 (Epoch 40)acc (%): 97.78
|
| 249 |
+
2024-05-30 08:58:49,035 - INFO -
|
| 250 |
+
Epoch 41
|
| 251 |
+
2024-05-30 08:58:50,302 - INFO - [20480/22599] Loss : 0.9409
|
| 252 |
+
2024-05-30 08:58:50,355 - INFO - Test loss : 0.4628
|
| 253 |
+
2024-05-30 08:58:50,355 - INFO -
|
| 254 |
+
Epoch 42
|
| 255 |
+
2024-05-30 08:58:51,621 - INFO - [20480/22599] Loss : 0.9409
|
| 256 |
+
2024-05-30 08:58:51,673 - INFO - Test loss : 0.4641
|
| 257 |
+
2024-05-30 08:58:51,673 - INFO -
|
| 258 |
+
Epoch 43
|
| 259 |
+
2024-05-30 08:58:52,936 - INFO - [20480/22599] Loss : 0.9377
|
| 260 |
+
2024-05-30 08:58:52,988 - INFO - Test loss : 0.4417
|
| 261 |
+
2024-05-30 08:58:52,988 - INFO -
|
| 262 |
+
Epoch 44
|
| 263 |
+
2024-05-30 08:58:54,254 - INFO - [20480/22599] Loss : 0.9377
|
| 264 |
+
2024-05-30 08:58:54,305 - INFO - Test loss : 0.4483
|
| 265 |
+
2024-05-30 08:58:54,306 - INFO -
|
| 266 |
+
Epoch 45
|
| 267 |
+
2024-05-30 08:58:55,569 - INFO - [20480/22599] Loss : 0.9364
|
| 268 |
+
2024-05-30 08:58:55,621 - INFO - Test loss : 0.4545
|
| 269 |
+
2024-05-30 08:58:55,621 - INFO -
|
| 270 |
+
Epoch 46
|
| 271 |
+
2024-05-30 08:58:56,959 - INFO - [20480/22599] Loss : 0.9336
|
| 272 |
+
2024-05-30 08:58:57,013 - INFO - Test loss : 0.4740
|
| 273 |
+
2024-05-30 08:58:57,013 - INFO -
|
| 274 |
+
Epoch 47
|
| 275 |
+
2024-05-30 08:58:58,295 - INFO - [20480/22599] Loss : 0.9307
|
| 276 |
+
2024-05-30 08:58:58,346 - INFO - Test loss : 0.4764
|
| 277 |
+
2024-05-30 08:58:58,346 - INFO -
|
| 278 |
+
Epoch 48
|
| 279 |
+
2024-05-30 08:58:59,615 - INFO - [20480/22599] Loss : 0.9285
|
| 280 |
+
2024-05-30 08:58:59,667 - INFO - Test loss : 0.4557
|
| 281 |
+
2024-05-30 08:58:59,667 - INFO -
|
| 282 |
+
Epoch 49
|
| 283 |
+
2024-05-30 08:59:00,943 - INFO - [20480/22599] Loss : 0.9294
|
| 284 |
+
2024-05-30 08:59:00,996 - INFO - Test loss : 0.4599
|
| 285 |
+
2024-05-30 08:59:00,997 - INFO -
|
| 286 |
+
Epoch 50
|
| 287 |
+
2024-05-30 08:59:02,263 - INFO - [20480/22599] Loss : 0.9288
|
| 288 |
+
2024-05-30 08:59:02,315 - INFO - Test loss : 0.4608
|
| 289 |
+
2024-05-30 08:59:02,320 - INFO - (1100,)
|
| 290 |
+
2024-05-30 08:59:02,365 - INFO - Split ID: 0
|
| 291 |
+
2024-05-30 08:59:02,366 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 2.0
|
| 292 |
+
2024-05-30 08:59:02,366 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 4.91
|
| 293 |
+
2024-05-30 08:59:02,366 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 7.73
|
| 294 |
+
2024-05-30 08:59:02,366 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 12.64
|
| 295 |
+
2024-05-30 08:59:02,367 - INFO -
|
| 296 |
+
No prior
|
| 297 |
+
2024-05-30 08:59:02,395 - INFO - (24633,)
|
| 298 |
+
2024-05-30 08:59:03,056 - INFO - Split ID: 0
|
| 299 |
+
2024-05-30 08:59:03,056 - INFO - Top 1 (Epoch 50)acc (%): 76.08
|
| 300 |
+
2024-05-30 08:59:03,056 - INFO - Top 3 (Epoch 50)acc (%): 90.98
|
| 301 |
+
2024-05-30 08:59:03,056 - INFO - Top 5 (Epoch 50)acc (%): 94.06
|
| 302 |
+
2024-05-30 08:59:03,056 - INFO - Top 10 (Epoch 50)acc (%): 96.83
|
| 303 |
+
2024-05-30 08:59:18,035 - INFO - Split ID: 0
|
| 304 |
+
2024-05-30 08:59:18,035 - INFO - Top 1 (Epoch 50)acc (%): 81.04
|
| 305 |
+
2024-05-30 08:59:18,037 - INFO - Top 3 (Epoch 50)acc (%): 93.32
|
| 306 |
+
2024-05-30 08:59:18,037 - INFO - Top 5 (Epoch 50)acc (%): 95.78
|
| 307 |
+
2024-05-30 08:59:18,037 - INFO - Top 10 (Epoch 50)acc (%): 97.84
|
| 308 |
+
2024-05-30 08:59:18,038 - INFO -
|
| 309 |
+
Epoch 51
|
| 310 |
+
2024-05-30 08:59:19,302 - INFO - [20480/22599] Loss : 0.9228
|
| 311 |
+
2024-05-30 08:59:19,354 - INFO - Test loss : 0.4821
|
| 312 |
+
2024-05-30 08:59:19,354 - INFO -
|
| 313 |
+
Epoch 52
|
| 314 |
+
2024-05-30 08:59:20,627 - INFO - [20480/22599] Loss : 0.9243
|
| 315 |
+
2024-05-30 08:59:20,686 - INFO - Test loss : 0.4746
|
| 316 |
+
2024-05-30 08:59:20,687 - INFO -
|
| 317 |
+
Epoch 53
|
| 318 |
+
2024-05-30 08:59:21,958 - INFO - [20480/22599] Loss : 0.9206
|
| 319 |
+
2024-05-30 08:59:22,010 - INFO - Test loss : 0.4737
|
| 320 |
+
2024-05-30 08:59:22,010 - INFO -
|
| 321 |
+
Epoch 54
|
| 322 |
+
2024-05-30 08:59:23,274 - INFO - [20480/22599] Loss : 0.9203
|
| 323 |
+
2024-05-30 08:59:23,326 - INFO - Test loss : 0.4721
|
| 324 |
+
2024-05-30 08:59:23,326 - INFO -
|
| 325 |
+
Epoch 55
|
| 326 |
+
2024-05-30 08:59:24,591 - INFO - [20480/22599] Loss : 0.9210
|
| 327 |
+
2024-05-30 08:59:24,643 - INFO - Test loss : 0.4675
|
| 328 |
+
2024-05-30 08:59:24,643 - INFO -
|
| 329 |
+
Epoch 56
|
| 330 |
+
2024-05-30 08:59:25,900 - INFO - [20480/22599] Loss : 0.9187
|
| 331 |
+
2024-05-30 08:59:25,951 - INFO - Test loss : 0.4638
|
| 332 |
+
2024-05-30 08:59:25,952 - INFO -
|
| 333 |
+
Epoch 57
|
| 334 |
+
2024-05-30 08:59:27,222 - INFO - [20480/22599] Loss : 0.9187
|
| 335 |
+
2024-05-30 08:59:27,275 - INFO - Test loss : 0.4713
|
| 336 |
+
2024-05-30 08:59:27,275 - INFO -
|
| 337 |
+
Epoch 58
|
| 338 |
+
2024-05-30 08:59:28,560 - INFO - [20480/22599] Loss : 0.9156
|
| 339 |
+
2024-05-30 08:59:28,612 - INFO - Test loss : 0.4772
|
| 340 |
+
2024-05-30 08:59:28,612 - INFO -
|
| 341 |
+
Epoch 59
|
| 342 |
+
2024-05-30 08:59:29,882 - INFO - [20480/22599] Loss : 0.9142
|
| 343 |
+
2024-05-30 08:59:29,951 - INFO - Test loss : 0.4821
|
| 344 |
+
2024-05-30 08:59:29,951 - INFO -
|
| 345 |
+
Epoch 60
|
| 346 |
+
2024-05-30 08:59:31,289 - INFO - [20480/22599] Loss : 0.9114
|
| 347 |
+
2024-05-30 08:59:31,341 - INFO - Test loss : 0.4817
|
| 348 |
+
2024-05-30 08:59:31,346 - INFO - (1100,)
|
| 349 |
+
2024-05-30 08:59:31,392 - INFO - Split ID: 0
|
| 350 |
+
2024-05-30 08:59:31,393 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 1.45
|
| 351 |
+
2024-05-30 08:59:31,393 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 5.0
|
| 352 |
+
2024-05-30 08:59:31,393 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 6.82
|
| 353 |
+
2024-05-30 08:59:31,393 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 13.91
|
| 354 |
+
2024-05-30 08:59:31,393 - INFO -
|
| 355 |
+
No prior
|
| 356 |
+
2024-05-30 08:59:31,421 - INFO - (24633,)
|
| 357 |
+
2024-05-30 08:59:32,083 - INFO - Split ID: 0
|
| 358 |
+
2024-05-30 08:59:32,083 - INFO - Top 1 (Epoch 60)acc (%): 76.08
|
| 359 |
+
2024-05-30 08:59:32,083 - INFO - Top 3 (Epoch 60)acc (%): 90.98
|
| 360 |
+
2024-05-30 08:59:32,083 - INFO - Top 5 (Epoch 60)acc (%): 94.06
|
| 361 |
+
2024-05-30 08:59:32,083 - INFO - Top 10 (Epoch 60)acc (%): 96.83
|
| 362 |
+
2024-05-30 08:59:47,116 - INFO - Split ID: 0
|
| 363 |
+
2024-05-30 08:59:47,116 - INFO - Top 1 (Epoch 60)acc (%): 81.25
|
| 364 |
+
2024-05-30 08:59:47,116 - INFO - Top 3 (Epoch 60)acc (%): 93.35
|
| 365 |
+
2024-05-30 08:59:47,117 - INFO - Top 5 (Epoch 60)acc (%): 95.73
|
| 366 |
+
2024-05-30 08:59:47,117 - INFO - Top 10 (Epoch 60)acc (%): 97.85
|
| 367 |
+
2024-05-30 08:59:47,117 - INFO -
|
| 368 |
+
Epoch 61
|
| 369 |
+
2024-05-30 08:59:48,390 - INFO - [20480/22599] Loss : 0.9112
|
| 370 |
+
2024-05-30 08:59:48,441 - INFO - Test loss : 0.4698
|
| 371 |
+
2024-05-30 08:59:48,442 - INFO -
|
| 372 |
+
Epoch 62
|
| 373 |
+
2024-05-30 08:59:49,730 - INFO - [20480/22599] Loss : 0.9121
|
| 374 |
+
2024-05-30 08:59:49,783 - INFO - Test loss : 0.4708
|
| 375 |
+
2024-05-30 08:59:49,783 - INFO -
|
| 376 |
+
Epoch 63
|
| 377 |
+
2024-05-30 08:59:51,059 - INFO - [20480/22599] Loss : 0.9106
|
| 378 |
+
2024-05-30 08:59:51,111 - INFO - Test loss : 0.4759
|
| 379 |
+
2024-05-30 08:59:51,111 - INFO -
|
| 380 |
+
Epoch 64
|
| 381 |
+
2024-05-30 08:59:52,381 - INFO - [20480/22599] Loss : 0.9087
|
| 382 |
+
2024-05-30 08:59:52,433 - INFO - Test loss : 0.4835
|
| 383 |
+
2024-05-30 08:59:52,433 - INFO -
|
| 384 |
+
Epoch 65
|
| 385 |
+
2024-05-30 08:59:53,707 - INFO - [20480/22599] Loss : 0.9066
|
| 386 |
+
2024-05-30 08:59:53,758 - INFO - Test loss : 0.4828
|
| 387 |
+
2024-05-30 08:59:53,758 - INFO -
|
| 388 |
+
Epoch 66
|
| 389 |
+
2024-05-30 08:59:55,020 - INFO - [20480/22599] Loss : 0.9048
|
| 390 |
+
2024-05-30 08:59:55,086 - INFO - Test loss : 0.4914
|
| 391 |
+
2024-05-30 08:59:55,086 - INFO -
|
| 392 |
+
Epoch 67
|
| 393 |
+
2024-05-30 08:59:56,349 - INFO - [20480/22599] Loss : 0.9055
|
| 394 |
+
2024-05-30 08:59:56,401 - INFO - Test loss : 0.4730
|
| 395 |
+
2024-05-30 08:59:56,401 - INFO -
|
| 396 |
+
Epoch 68
|
| 397 |
+
2024-05-30 08:59:57,695 - INFO - [20480/22599] Loss : 0.9033
|
| 398 |
+
2024-05-30 08:59:57,748 - INFO - Test loss : 0.4872
|
| 399 |
+
2024-05-30 08:59:57,748 - INFO -
|
| 400 |
+
Epoch 69
|
| 401 |
+
2024-05-30 08:59:59,017 - INFO - [20480/22599] Loss : 0.9028
|
| 402 |
+
2024-05-30 08:59:59,069 - INFO - Test loss : 0.4823
|
| 403 |
+
2024-05-30 08:59:59,069 - INFO -
|
| 404 |
+
Epoch 70
|
| 405 |
+
2024-05-30 09:00:00,332 - INFO - [20480/22599] Loss : 0.9047
|
| 406 |
+
2024-05-30 09:00:00,384 - INFO - Test loss : 0.4872
|
| 407 |
+
2024-05-30 09:00:00,389 - INFO - (1100,)
|
| 408 |
+
2024-05-30 09:00:00,434 - INFO - Split ID: 0
|
| 409 |
+
2024-05-30 09:00:00,435 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 2.09
|
| 410 |
+
2024-05-30 09:00:00,435 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 4.73
|
| 411 |
+
2024-05-30 09:00:00,435 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 7.36
|
| 412 |
+
2024-05-30 09:00:00,435 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 13.0
|
| 413 |
+
2024-05-30 09:00:00,436 - INFO -
|
| 414 |
+
No prior
|
| 415 |
+
2024-05-30 09:00:00,463 - INFO - (24633,)
|
| 416 |
+
2024-05-30 09:00:01,118 - INFO - Split ID: 0
|
| 417 |
+
2024-05-30 09:00:01,118 - INFO - Top 1 (Epoch 70)acc (%): 76.08
|
| 418 |
+
2024-05-30 09:00:01,118 - INFO - Top 3 (Epoch 70)acc (%): 90.98
|
| 419 |
+
2024-05-30 09:00:01,118 - INFO - Top 5 (Epoch 70)acc (%): 94.06
|
| 420 |
+
2024-05-30 09:00:01,118 - INFO - Top 10 (Epoch 70)acc (%): 96.83
|
| 421 |
+
2024-05-30 09:00:16,155 - INFO - Split ID: 0
|
| 422 |
+
2024-05-30 09:00:16,155 - INFO - Top 1 (Epoch 70)acc (%): 81.22
|
| 423 |
+
2024-05-30 09:00:16,155 - INFO - Top 3 (Epoch 70)acc (%): 93.38
|
| 424 |
+
2024-05-30 09:00:16,155 - INFO - Top 5 (Epoch 70)acc (%): 95.72
|
| 425 |
+
2024-05-30 09:00:16,155 - INFO - Top 10 (Epoch 70)acc (%): 97.87
|
| 426 |
+
2024-05-30 09:00:16,156 - INFO -
|
| 427 |
+
Epoch 71
|
| 428 |
+
2024-05-30 09:00:17,412 - INFO - [20480/22599] Loss : 0.9045
|
| 429 |
+
2024-05-30 09:00:17,471 - INFO - Test loss : 0.4760
|
| 430 |
+
2024-05-30 09:00:17,471 - INFO -
|
| 431 |
+
Epoch 72
|
| 432 |
+
2024-05-30 09:00:18,740 - INFO - [20480/22599] Loss : 0.9012
|
| 433 |
+
2024-05-30 09:00:18,792 - INFO - Test loss : 0.4860
|
| 434 |
+
2024-05-30 09:00:18,792 - INFO -
|
| 435 |
+
Epoch 73
|
| 436 |
+
2024-05-30 09:00:20,058 - INFO - [20480/22599] Loss : 0.9033
|
| 437 |
+
2024-05-30 09:00:20,110 - INFO - Test loss : 0.4819
|
| 438 |
+
2024-05-30 09:00:20,110 - INFO -
|
| 439 |
+
Epoch 74
|
| 440 |
+
2024-05-30 09:00:21,459 - INFO - [20480/22599] Loss : 0.8990
|
| 441 |
+
2024-05-30 09:00:21,512 - INFO - Test loss : 0.4814
|
| 442 |
+
2024-05-30 09:00:21,512 - INFO -
|
| 443 |
+
Epoch 75
|
| 444 |
+
2024-05-30 09:00:22,787 - INFO - [20480/22599] Loss : 0.9008
|
| 445 |
+
2024-05-30 09:00:22,839 - INFO - Test loss : 0.4770
|
| 446 |
+
2024-05-30 09:00:22,839 - INFO -
|
| 447 |
+
Epoch 76
|
| 448 |
+
2024-05-30 09:00:24,110 - INFO - [20480/22599] Loss : 0.8983
|
| 449 |
+
2024-05-30 09:00:24,161 - INFO - Test loss : 0.4956
|
| 450 |
+
2024-05-30 09:00:24,161 - INFO -
|
| 451 |
+
Epoch 77
|
| 452 |
+
2024-05-30 09:00:25,435 - INFO - [20480/22599] Loss : 0.8990
|
| 453 |
+
2024-05-30 09:00:25,487 - INFO - Test loss : 0.4861
|
| 454 |
+
2024-05-30 09:00:25,487 - INFO -
|
| 455 |
+
Epoch 78
|
| 456 |
+
2024-05-30 09:00:26,758 - INFO - [20480/22599] Loss : 0.8963
|
| 457 |
+
2024-05-30 09:00:26,810 - INFO - Test loss : 0.4913
|
| 458 |
+
2024-05-30 09:00:26,810 - INFO -
|
| 459 |
+
Epoch 79
|
| 460 |
+
2024-05-30 09:00:28,081 - INFO - [20480/22599] Loss : 0.8942
|
| 461 |
+
2024-05-30 09:00:28,138 - INFO - Test loss : 0.4948
|
| 462 |
+
2024-05-30 09:00:28,138 - INFO -
|
| 463 |
+
Epoch 80
|
| 464 |
+
2024-05-30 09:00:29,409 - INFO - [20480/22599] Loss : 0.8948
|
| 465 |
+
2024-05-30 09:00:29,461 - INFO - Test loss : 0.4926
|
| 466 |
+
2024-05-30 09:00:29,467 - INFO - (1100,)
|
| 467 |
+
2024-05-30 09:00:29,512 - INFO - Split ID: 0
|
| 468 |
+
2024-05-30 09:00:29,513 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 2.0
|
| 469 |
+
2024-05-30 09:00:29,513 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 5.27
|
| 470 |
+
2024-05-30 09:00:29,513 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 8.09
|
| 471 |
+
2024-05-30 09:00:29,513 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 13.73
|
| 472 |
+
2024-05-30 09:00:29,514 - INFO -
|
| 473 |
+
No prior
|
| 474 |
+
2024-05-30 09:00:29,541 - INFO - (24633,)
|
| 475 |
+
2024-05-30 09:00:30,197 - INFO - Split ID: 0
|
| 476 |
+
2024-05-30 09:00:30,197 - INFO - Top 1 (Epoch 80)acc (%): 76.08
|
| 477 |
+
2024-05-30 09:00:30,197 - INFO - Top 3 (Epoch 80)acc (%): 90.98
|
| 478 |
+
2024-05-30 09:00:30,197 - INFO - Top 5 (Epoch 80)acc (%): 94.06
|
| 479 |
+
2024-05-30 09:00:30,197 - INFO - Top 10 (Epoch 80)acc (%): 96.83
|
| 480 |
+
2024-05-30 09:00:45,201 - INFO - Split ID: 0
|
| 481 |
+
2024-05-30 09:00:45,201 - INFO - Top 1 (Epoch 80)acc (%): 81.42
|
| 482 |
+
2024-05-30 09:00:45,201 - INFO - Top 3 (Epoch 80)acc (%): 93.43
|
| 483 |
+
2024-05-30 09:00:45,201 - INFO - Top 5 (Epoch 80)acc (%): 95.73
|
| 484 |
+
2024-05-30 09:00:45,201 - INFO - Top 10 (Epoch 80)acc (%): 97.84
|
| 485 |
+
2024-05-30 09:00:45,202 - INFO -
|
| 486 |
+
Epoch 81
|
| 487 |
+
2024-05-30 09:00:46,469 - INFO - [20480/22599] Loss : 0.8971
|
| 488 |
+
2024-05-30 09:00:46,521 - INFO - Test loss : 0.4850
|
| 489 |
+
2024-05-30 09:00:46,521 - INFO -
|
| 490 |
+
Epoch 82
|
| 491 |
+
2024-05-30 09:00:47,806 - INFO - [20480/22599] Loss : 0.8930
|
| 492 |
+
2024-05-30 09:00:47,857 - INFO - Test loss : 0.4835
|
| 493 |
+
2024-05-30 09:00:47,857 - INFO -
|
| 494 |
+
Epoch 83
|
| 495 |
+
2024-05-30 09:00:49,126 - INFO - [20480/22599] Loss : 0.8921
|
| 496 |
+
2024-05-30 09:00:49,178 - INFO - Test loss : 0.4924
|
| 497 |
+
2024-05-30 09:00:49,178 - INFO -
|
| 498 |
+
Epoch 84
|
| 499 |
+
2024-05-30 09:00:50,444 - INFO - [20480/22599] Loss : 0.8914
|
| 500 |
+
2024-05-30 09:00:50,495 - INFO - Test loss : 0.4950
|
| 501 |
+
2024-05-30 09:00:50,496 - INFO -
|
| 502 |
+
Epoch 85
|
| 503 |
+
2024-05-30 09:00:51,770 - INFO - [20480/22599] Loss : 0.8902
|
| 504 |
+
2024-05-30 09:00:51,821 - INFO - Test loss : 0.4869
|
| 505 |
+
2024-05-30 09:00:51,821 - INFO -
|
| 506 |
+
Epoch 86
|
| 507 |
+
2024-05-30 09:00:53,088 - INFO - [20480/22599] Loss : 0.8919
|
| 508 |
+
2024-05-30 09:00:53,140 - INFO - Test loss : 0.4933
|
| 509 |
+
2024-05-30 09:00:53,140 - INFO -
|
| 510 |
+
Epoch 87
|
| 511 |
+
2024-05-30 09:00:54,398 - INFO - [20480/22599] Loss : 0.8908
|
| 512 |
+
2024-05-30 09:00:54,450 - INFO - Test loss : 0.5076
|
| 513 |
+
2024-05-30 09:00:54,450 - INFO -
|
| 514 |
+
Epoch 88
|
| 515 |
+
2024-05-30 09:00:55,778 - INFO - [20480/22599] Loss : 0.8923
|
| 516 |
+
2024-05-30 09:00:55,834 - INFO - Test loss : 0.4956
|
| 517 |
+
2024-05-30 09:00:55,834 - INFO -
|
| 518 |
+
Epoch 89
|
| 519 |
+
2024-05-30 09:00:57,093 - INFO - [20480/22599] Loss : 0.8881
|
| 520 |
+
2024-05-30 09:00:57,155 - INFO - Test loss : 0.4951
|
| 521 |
+
2024-05-30 09:00:57,156 - INFO -
|
| 522 |
+
Epoch 90
|
| 523 |
+
2024-05-30 09:00:58,416 - INFO - [20480/22599] Loss : 0.8903
|
| 524 |
+
2024-05-30 09:00:58,468 - INFO - Test loss : 0.5063
|
| 525 |
+
2024-05-30 09:00:58,473 - INFO - (1100,)
|
| 526 |
+
2024-05-30 09:00:58,519 - INFO - Split ID: 0
|
| 527 |
+
2024-05-30 09:00:58,520 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 1.91
|
| 528 |
+
2024-05-30 09:00:58,520 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 4.45
|
| 529 |
+
2024-05-30 09:00:58,520 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 7.73
|
| 530 |
+
2024-05-30 09:00:58,520 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 13.18
|
| 531 |
+
2024-05-30 09:00:58,520 - INFO -
|
| 532 |
+
No prior
|
| 533 |
+
2024-05-30 09:00:58,548 - INFO - (24633,)
|
| 534 |
+
2024-05-30 09:00:59,209 - INFO - Split ID: 0
|
| 535 |
+
2024-05-30 09:00:59,209 - INFO - Top 1 (Epoch 90)acc (%): 76.08
|
| 536 |
+
2024-05-30 09:00:59,209 - INFO - Top 3 (Epoch 90)acc (%): 90.98
|
| 537 |
+
2024-05-30 09:00:59,210 - INFO - Top 5 (Epoch 90)acc (%): 94.06
|
| 538 |
+
2024-05-30 09:00:59,210 - INFO - Top 10 (Epoch 90)acc (%): 96.83
|
| 539 |
+
2024-05-30 09:01:14,286 - INFO - Split ID: 0
|
| 540 |
+
2024-05-30 09:01:14,286 - INFO - Top 1 (Epoch 90)acc (%): 81.35
|
| 541 |
+
2024-05-30 09:01:14,286 - INFO - Top 3 (Epoch 90)acc (%): 93.41
|
| 542 |
+
2024-05-30 09:01:14,286 - INFO - Top 5 (Epoch 90)acc (%): 95.73
|
| 543 |
+
2024-05-30 09:01:14,286 - INFO - Top 10 (Epoch 90)acc (%): 97.82
|
| 544 |
+
2024-05-30 09:01:14,287 - INFO -
|
| 545 |
+
Epoch 91
|
| 546 |
+
2024-05-30 09:01:15,570 - INFO - [20480/22599] Loss : 0.8883
|
| 547 |
+
2024-05-30 09:01:15,622 - INFO - Test loss : 0.5004
|
| 548 |
+
2024-05-30 09:01:15,622 - INFO -
|
| 549 |
+
Epoch 92
|
| 550 |
+
2024-05-30 09:01:16,886 - INFO - [20480/22599] Loss : 0.8884
|
| 551 |
+
2024-05-30 09:01:16,938 - INFO - Test loss : 0.4955
|
| 552 |
+
2024-05-30 09:01:16,938 - INFO -
|
| 553 |
+
Epoch 93
|
| 554 |
+
2024-05-30 09:01:18,205 - INFO - [20480/22599] Loss : 0.8858
|
| 555 |
+
2024-05-30 09:01:18,257 - INFO - Test loss : 0.4984
|
| 556 |
+
2024-05-30 09:01:18,257 - INFO -
|
| 557 |
+
Epoch 94
|
| 558 |
+
2024-05-30 09:01:19,514 - INFO - [20480/22599] Loss : 0.8845
|
| 559 |
+
2024-05-30 09:01:19,566 - INFO - Test loss : 0.5018
|
| 560 |
+
2024-05-30 09:01:19,566 - INFO -
|
| 561 |
+
Epoch 95
|
| 562 |
+
2024-05-30 09:01:20,820 - INFO - [20480/22599] Loss : 0.8841
|
| 563 |
+
2024-05-30 09:01:20,871 - INFO - Test loss : 0.5095
|
| 564 |
+
2024-05-30 09:01:20,872 - INFO -
|
| 565 |
+
Epoch 96
|
| 566 |
+
2024-05-30 09:01:22,148 - INFO - [20480/22599] Loss : 0.8859
|
| 567 |
+
2024-05-30 09:01:22,201 - INFO - Test loss : 0.5037
|
| 568 |
+
2024-05-30 09:01:22,201 - INFO -
|
| 569 |
+
Epoch 97
|
| 570 |
+
2024-05-30 09:01:23,466 - INFO - [20480/22599] Loss : 0.8838
|
| 571 |
+
2024-05-30 09:01:23,517 - INFO - Test loss : 0.5053
|
| 572 |
+
2024-05-30 09:01:23,518 - INFO -
|
| 573 |
+
Epoch 98
|
| 574 |
+
2024-05-30 09:01:24,778 - INFO - [20480/22599] Loss : 0.8843
|
| 575 |
+
2024-05-30 09:01:24,830 - INFO - Test loss : 0.5032
|
| 576 |
+
2024-05-30 09:01:24,830 - INFO -
|
| 577 |
+
Epoch 99
|
| 578 |
+
2024-05-30 09:01:26,092 - INFO - [20480/22599] Loss : 0.8842
|
| 579 |
+
2024-05-30 09:01:26,145 - INFO - Test loss : 0.5051
|
| 580 |
+
2024-05-30 09:01:26,145 - INFO - Saving output model to ../models/sphere2vec_dfs/model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 581 |
+
2024-05-30 09:01:26,163 - INFO - Saving output model to ../models/sphere2vec_dfs/model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 582 |
+
2024-05-30 09:01:26,212 - INFO -
|
| 583 |
+
No prior
|
| 584 |
+
2024-05-30 09:01:26,243 - INFO - (24633,)
|
| 585 |
+
2024-05-30 09:01:26,897 - INFO - Split ID: 0
|
| 586 |
+
2024-05-30 09:01:26,898 - INFO - Top 1 acc (%): 76.08
|
| 587 |
+
2024-05-30 09:01:26,898 - INFO - Top 3 acc (%): 90.98
|
| 588 |
+
2024-05-30 09:01:26,898 - INFO - Top 5 acc (%): 94.06
|
| 589 |
+
2024-05-30 09:01:26,898 - INFO - Top 10 acc (%): 96.83
|
| 590 |
+
2024-05-30 09:01:41,958 - INFO - Split ID: 0
|
| 591 |
+
2024-05-30 09:01:41,958 - INFO - Top 1 acc (%): 81.44
|
| 592 |
+
2024-05-30 09:01:41,958 - INFO - Top 3 acc (%): 93.46
|
| 593 |
+
2024-05-30 09:01:41,958 - INFO - Top 5 acc (%): 95.74
|
| 594 |
+
2024-05-30 09:01:41,958 - INFO - Top 10 acc (%): 97.84
|
| 595 |
+
2024-05-30 09:01:41,959 - INFO -
|
| 596 |
+
Sphere2Vec-dfs
|
| 597 |
+
2024-05-30 09:01:41,959 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 598 |
+
2024-05-30 09:01:41,974 - INFO - (1100,)
|
| 599 |
+
2024-05-30 09:01:42,019 - INFO - Split ID: 0
|
| 600 |
+
2024-05-30 09:01:42,020 - INFO - Top 1 LocEnc acc (%): 2.0
|
| 601 |
+
2024-05-30 09:01:42,020 - INFO - Top 3 LocEnc acc (%): 5.36
|
| 602 |
+
2024-05-30 09:01:42,020 - INFO - Top 5 LocEnc acc (%): 8.45
|
| 603 |
+
2024-05-30 09:01:42,020 - INFO - Top 10 LocEnc acc (%): 14.45
|
| 604 |
+
2024-05-31 03:58:35,359 - INFO -
|
| 605 |
+
num_classes 555
|
| 606 |
+
2024-05-31 03:58:35,359 - INFO - num train 22599
|
| 607 |
+
2024-05-31 03:58:35,359 - INFO - num val 1100
|
| 608 |
+
2024-05-31 03:58:35,359 - INFO - train loss full_loss
|
| 609 |
+
2024-05-31 03:58:35,360 - INFO - model name ../models/sphere2vec_dfs/model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 610 |
+
2024-05-31 03:58:35,360 - INFO - num users 5331
|
| 611 |
+
2024-05-31 03:58:35,360 - INFO - meta data ebird_meta
|
| 612 |
+
2024-05-31 03:58:36,121 - INFO -
|
| 613 |
+
Only Sphere2Vec-dfs
|
| 614 |
+
2024-05-31 03:58:36,121 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 615 |
+
2024-05-31 03:58:36,208 - INFO - Saving output model to ../models/sphere2vec_dfs/model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 616 |
+
2024-05-31 03:58:36,261 - INFO - Saving output model to ../models/sphere2vec_dfs/model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 617 |
+
2024-05-31 03:58:36,302 - INFO -
|
| 618 |
+
No prior
|
| 619 |
+
2024-05-31 03:58:36,338 - INFO - (24633,)
|
| 620 |
+
2024-05-31 03:58:37,816 - INFO - Save results to ../eval_results/eval_nabirds_ebird_meta_test_no_prior.csv
|
| 621 |
+
2024-05-31 03:58:37,816 - INFO - Split ID: 0
|
| 622 |
+
2024-05-31 03:58:37,816 - INFO - Top 1 acc (%): 76.08
|
| 623 |
+
2024-05-31 03:58:37,816 - INFO - Top 3 acc (%): 90.98
|
| 624 |
+
2024-05-31 03:58:37,816 - INFO - Top 5 acc (%): 94.06
|
| 625 |
+
2024-05-31 03:58:37,816 - INFO - Top 10 acc (%): 96.83
|
| 626 |
+
2024-05-31 03:58:54,591 - INFO - Split ID: 0
|
| 627 |
+
2024-05-31 03:58:54,591 - INFO - Top 1 hit (%): 81.44
|
| 628 |
+
2024-05-31 03:58:54,591 - INFO - Top 3 hit (%): 93.46
|
| 629 |
+
2024-05-31 03:58:54,591 - INFO - Top 5 hit (%): 95.74
|
| 630 |
+
2024-05-31 03:58:54,591 - INFO - Top 10 hit (%): 97.84
|
| 631 |
+
2024-05-31 03:58:54,597 - INFO -
|
| 632 |
+
Only Sphere2Vec-dfs
|
| 633 |
+
2024-05-31 03:58:54,597 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0050000_1.000_3_256_BATCH4096_leakyrelu.pth.tar
|
| 634 |
+
2024-05-31 03:58:54,639 - INFO - (1100,)
|
| 635 |
+
2024-05-31 03:58:54,690 - INFO - Split ID: 0
|
| 636 |
+
2024-05-31 03:58:54,691 - INFO - Top 1 LocEnc acc (%): 2.0
|
| 637 |
+
2024-05-31 03:58:54,691 - INFO - Top 3 LocEnc acc (%): 5.36
|
| 638 |
+
2024-05-31 03:58:54,691 - INFO - Top 5 LocEnc acc (%): 8.45
|
| 639 |
+
2024-05-31 03:58:54,691 - INFO - Top 10 LocEnc acc (%): 14.45
|