Upload data/model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.log with huggingface_hub
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data/model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.log
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| 1 |
+
2024-05-27 20:06:05,158 - INFO -
|
| 2 |
+
num_classes 62
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| 3 |
+
2024-05-27 20:06:05,158 - INFO - num train 363571
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| 4 |
+
2024-05-27 20:06:05,159 - INFO - num val 53041
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| 5 |
+
2024-05-27 20:06:05,159 - INFO - train loss full_loss
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| 6 |
+
2024-05-27 20:06:05,159 - INFO - model name ../models/space2vec_theory/model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 7 |
+
2024-05-27 20:06:05,159 - INFO - num users 1
|
| 8 |
+
2024-05-27 20:06:06,186 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-27 20:06:11,439 - INFO - [0/363571] Loss : 2.2314
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| 11 |
+
2024-05-27 20:06:49,156 - INFO - Test loss : 1.4377
|
| 12 |
+
2024-05-27 20:06:49,156 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-27 20:06:54,138 - INFO - [0/363571] Loss : 1.9264
|
| 15 |
+
2024-05-27 20:07:31,342 - INFO - Test loss : 0.0055
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| 16 |
+
2024-05-27 20:07:31,342 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-27 20:07:35,648 - INFO - [0/363571] Loss : 7.4665
|
| 19 |
+
2024-05-27 20:08:13,525 - INFO - Test loss : 4.2835
|
| 20 |
+
2024-05-27 20:08:13,526 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-27 20:08:17,404 - INFO - [0/363571] Loss : 3.5183
|
| 23 |
+
2024-05-27 20:08:55,697 - INFO - Test loss : 0.8571
|
| 24 |
+
2024-05-27 20:08:55,697 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-27 20:09:00,211 - INFO - [0/363571] Loss : 1.8578
|
| 27 |
+
2024-05-27 20:09:35,997 - INFO - Test loss : 0.4170
|
| 28 |
+
2024-05-27 20:09:35,997 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-27 20:09:40,559 - INFO - [0/363571] Loss : 2.5701
|
| 31 |
+
2024-05-27 20:10:18,812 - INFO - Test loss : 0.6623
|
| 32 |
+
2024-05-27 20:10:18,812 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-27 20:10:23,573 - INFO - [0/363571] Loss : 2.1876
|
| 35 |
+
2024-05-27 20:11:01,049 - INFO - Test loss : 1.0405
|
| 36 |
+
2024-05-27 20:11:01,049 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-27 20:11:05,573 - INFO - [0/363571] Loss : 1.7983
|
| 39 |
+
2024-05-27 20:11:43,912 - INFO - Test loss : 1.3891
|
| 40 |
+
2024-05-27 20:11:43,913 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-27 20:11:48,736 - INFO - [0/363571] Loss : 1.8244
|
| 43 |
+
2024-05-27 20:12:27,176 - INFO - Test loss : 1.4946
|
| 44 |
+
2024-05-27 20:12:27,177 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-27 20:12:31,741 - INFO - [0/363571] Loss : 1.8530
|
| 47 |
+
2024-05-27 20:13:09,058 - INFO - Test loss : 1.3219
|
| 48 |
+
2024-05-27 20:13:09,059 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-27 20:13:13,736 - INFO - [0/363571] Loss : 1.7448
|
| 51 |
+
2024-05-27 20:13:52,337 - INFO - Test loss : 1.0610
|
| 52 |
+
2024-05-27 20:13:53,320 - INFO - (53041,)
|
| 53 |
+
2024-05-27 20:13:53,498 - INFO - Split ID: 0
|
| 54 |
+
2024-05-27 20:13:53,519 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 12.54
|
| 55 |
+
2024-05-27 20:13:53,521 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 21.08
|
| 56 |
+
2024-05-27 20:13:53,523 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 27.23
|
| 57 |
+
2024-05-27 20:13:53,525 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 37.63
|
| 58 |
+
2024-05-27 20:13:53,532 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-27 20:13:53,537 - INFO - (53041,)
|
| 61 |
+
2024-05-27 20:13:53,702 - INFO - Split ID: 0
|
| 62 |
+
2024-05-27 20:13:53,702 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 63 |
+
2024-05-27 20:13:53,702 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 64 |
+
2024-05-27 20:13:53,702 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 65 |
+
2024-05-27 20:13:53,702 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 66 |
+
2024-05-27 20:14:36,179 - INFO - Split ID: 0
|
| 67 |
+
2024-05-27 20:14:36,180 - INFO - Top 1 (Epoch 10)acc (%): 70.03
|
| 68 |
+
2024-05-27 20:14:36,180 - INFO - Top 3 (Epoch 10)acc (%): 84.76
|
| 69 |
+
2024-05-27 20:14:36,180 - INFO - Top 5 (Epoch 10)acc (%): 89.43
|
| 70 |
+
2024-05-27 20:14:36,180 - INFO - Top 10 (Epoch 10)acc (%): 94.38
|
| 71 |
+
2024-05-27 20:14:36,181 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-27 20:14:40,763 - INFO - [0/363571] Loss : 1.6631
|
| 74 |
+
2024-05-27 20:15:19,292 - INFO - Test loss : 0.8803
|
| 75 |
+
2024-05-27 20:15:19,292 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-27 20:15:23,786 - INFO - [0/363571] Loss : 1.6547
|
| 78 |
+
2024-05-27 20:16:01,519 - INFO - Test loss : 0.8364
|
| 79 |
+
2024-05-27 20:16:01,519 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-27 20:16:06,233 - INFO - [0/363571] Loss : 1.6808
|
| 82 |
+
2024-05-27 20:16:44,212 - INFO - Test loss : 0.8908
|
| 83 |
+
2024-05-27 20:16:44,212 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-27 20:16:48,810 - INFO - [0/363571] Loss : 1.6710
|
| 86 |
+
2024-05-27 20:17:25,789 - INFO - Test loss : 0.9804
|
| 87 |
+
2024-05-27 20:17:25,790 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-27 20:17:30,489 - INFO - [0/363571] Loss : 1.6446
|
| 90 |
+
2024-05-27 20:18:08,852 - INFO - Test loss : 1.0363
|
| 91 |
+
2024-05-27 20:18:08,853 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-27 20:18:13,421 - INFO - [0/363571] Loss : 1.6061
|
| 94 |
+
2024-05-27 20:18:50,179 - INFO - Test loss : 1.0269
|
| 95 |
+
2024-05-27 20:18:50,181 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-27 20:18:54,801 - INFO - [0/363571] Loss : 1.5861
|
| 98 |
+
2024-05-27 20:19:32,306 - INFO - Test loss : 0.9761
|
| 99 |
+
2024-05-27 20:19:32,306 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-27 20:19:36,929 - INFO - [0/363571] Loss : 1.5843
|
| 102 |
+
2024-05-27 20:20:10,605 - INFO - Test loss : 0.9219
|
| 103 |
+
2024-05-27 20:20:10,605 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-27 20:20:14,974 - INFO - [0/363571] Loss : 1.5708
|
| 106 |
+
2024-05-27 20:20:48,140 - INFO - Test loss : 0.9007
|
| 107 |
+
2024-05-27 20:20:48,140 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-27 20:20:50,599 - INFO - [0/363571] Loss : 1.5553
|
| 110 |
+
2024-05-27 20:21:25,280 - INFO - Test loss : 0.9228
|
| 111 |
+
2024-05-27 20:21:26,298 - INFO - (53041,)
|
| 112 |
+
2024-05-27 20:21:26,460 - INFO - Split ID: 0
|
| 113 |
+
2024-05-27 20:21:26,480 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 11.72
|
| 114 |
+
2024-05-27 20:21:26,482 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 22.13
|
| 115 |
+
2024-05-27 20:21:26,484 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 29.6
|
| 116 |
+
2024-05-27 20:21:26,485 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 42.44
|
| 117 |
+
2024-05-27 20:21:26,493 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-27 20:21:26,500 - INFO - (53041,)
|
| 120 |
+
2024-05-27 20:21:26,665 - INFO - Split ID: 0
|
| 121 |
+
2024-05-27 20:21:26,665 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 122 |
+
2024-05-27 20:21:26,666 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 123 |
+
2024-05-27 20:21:26,666 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 124 |
+
2024-05-27 20:21:26,666 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 125 |
+
2024-05-27 20:22:09,111 - INFO - Split ID: 0
|
| 126 |
+
2024-05-27 20:22:09,112 - INFO - Top 1 (Epoch 20)acc (%): 70.19
|
| 127 |
+
2024-05-27 20:22:09,112 - INFO - Top 3 (Epoch 20)acc (%): 84.89
|
| 128 |
+
2024-05-27 20:22:09,112 - INFO - Top 5 (Epoch 20)acc (%): 89.49
|
| 129 |
+
2024-05-27 20:22:09,112 - INFO - Top 10 (Epoch 20)acc (%): 94.43
|
| 130 |
+
2024-05-27 20:22:09,113 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-27 20:22:12,745 - INFO - [0/363571] Loss : 1.5548
|
| 133 |
+
2024-05-27 20:22:47,565 - INFO - Test loss : 0.9621
|
| 134 |
+
2024-05-27 20:22:47,565 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-27 20:22:51,961 - INFO - [0/363571] Loss : 1.5281
|
| 137 |
+
2024-05-27 20:23:27,786 - INFO - Test loss : 0.9817
|
| 138 |
+
2024-05-27 20:23:27,786 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-27 20:23:31,871 - INFO - [0/363571] Loss : 1.5174
|
| 141 |
+
2024-05-27 20:24:04,803 - INFO - Test loss : 0.9595
|
| 142 |
+
2024-05-27 20:24:04,804 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-27 20:24:09,388 - INFO - [0/363571] Loss : 1.5033
|
| 145 |
+
2024-05-27 20:24:44,192 - INFO - Test loss : 0.9105
|
| 146 |
+
2024-05-27 20:24:44,192 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-27 20:24:48,687 - INFO - [0/363571] Loss : 1.4934
|
| 149 |
+
2024-05-27 20:25:23,454 - INFO - Test loss : 0.8590
|
| 150 |
+
2024-05-27 20:25:23,454 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-27 20:25:27,736 - INFO - [0/363571] Loss : 1.4893
|
| 153 |
+
2024-05-27 20:26:01,492 - INFO - Test loss : 0.8268
|
| 154 |
+
2024-05-27 20:26:01,493 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-27 20:26:05,664 - INFO - [0/363571] Loss : 1.4646
|
| 157 |
+
2024-05-27 20:26:40,320 - INFO - Test loss : 0.8228
|
| 158 |
+
2024-05-27 20:26:40,320 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-27 20:26:44,686 - INFO - [0/363571] Loss : 1.4612
|
| 161 |
+
2024-05-27 20:27:18,704 - INFO - Test loss : 0.8392
|
| 162 |
+
2024-05-27 20:27:18,704 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-27 20:27:23,055 - INFO - [0/363571] Loss : 1.4617
|
| 165 |
+
2024-05-27 20:27:57,613 - INFO - Test loss : 0.8586
|
| 166 |
+
2024-05-27 20:27:57,613 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-27 20:28:02,012 - INFO - [0/363571] Loss : 1.4497
|
| 169 |
+
2024-05-27 20:28:37,305 - INFO - Test loss : 0.8608
|
| 170 |
+
2024-05-27 20:28:38,376 - INFO - (53041,)
|
| 171 |
+
2024-05-27 20:28:38,539 - INFO - Split ID: 0
|
| 172 |
+
2024-05-27 20:28:38,561 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 15.73
|
| 173 |
+
2024-05-27 20:28:38,563 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 27.19
|
| 174 |
+
2024-05-27 20:28:38,565 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 34.39
|
| 175 |
+
2024-05-27 20:28:38,566 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 47.75
|
| 176 |
+
2024-05-27 20:28:38,573 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-27 20:28:38,578 - INFO - (53041,)
|
| 179 |
+
2024-05-27 20:28:38,740 - INFO - Split ID: 0
|
| 180 |
+
2024-05-27 20:28:38,740 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 181 |
+
2024-05-27 20:28:38,740 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 182 |
+
2024-05-27 20:28:38,740 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 183 |
+
2024-05-27 20:28:38,740 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 184 |
+
2024-05-27 20:29:20,776 - INFO - Split ID: 0
|
| 185 |
+
2024-05-27 20:29:20,776 - INFO - Top 1 (Epoch 30)acc (%): 70.29
|
| 186 |
+
2024-05-27 20:29:20,776 - INFO - Top 3 (Epoch 30)acc (%): 84.98
|
| 187 |
+
2024-05-27 20:29:20,777 - INFO - Top 5 (Epoch 30)acc (%): 89.58
|
| 188 |
+
2024-05-27 20:29:20,777 - INFO - Top 10 (Epoch 30)acc (%): 94.52
|
| 189 |
+
2024-05-27 20:29:20,777 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-27 20:29:25,087 - INFO - [0/363571] Loss : 1.4370
|
| 192 |
+
2024-05-27 20:29:59,482 - INFO - Test loss : 0.8477
|
| 193 |
+
2024-05-27 20:29:59,483 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-27 20:30:03,921 - INFO - [0/363571] Loss : 1.4480
|
| 196 |
+
2024-05-27 20:30:37,311 - INFO - Test loss : 0.8212
|
| 197 |
+
2024-05-27 20:30:37,311 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-27 20:30:41,875 - INFO - [0/363571] Loss : 1.4147
|
| 200 |
+
2024-05-27 20:31:16,430 - INFO - Test loss : 0.8026
|
| 201 |
+
2024-05-27 20:31:16,430 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-27 20:31:20,674 - INFO - [0/363571] Loss : 1.4281
|
| 204 |
+
2024-05-27 20:31:33,953 - INFO - Test loss : 0.7965
|
| 205 |
+
2024-05-27 20:31:33,953 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-27 20:31:34,480 - INFO - [0/363571] Loss : 1.4137
|
| 208 |
+
2024-05-27 20:31:38,096 - INFO - Test loss : 0.8074
|
| 209 |
+
2024-05-27 20:31:38,096 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-27 20:31:38,602 - INFO - [0/363571] Loss : 1.4113
|
| 212 |
+
2024-05-27 20:31:55,134 - INFO - Test loss : 0.8230
|
| 213 |
+
2024-05-27 20:31:55,135 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-27 20:31:57,746 - INFO - [0/363571] Loss : 1.4041
|
| 216 |
+
2024-05-27 20:32:14,081 - INFO - Test loss : 0.8340
|
| 217 |
+
2024-05-27 20:32:14,081 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-27 20:32:15,796 - INFO - [0/363571] Loss : 1.4164
|
| 220 |
+
2024-05-27 20:32:33,562 - INFO - Test loss : 0.8268
|
| 221 |
+
2024-05-27 20:32:33,562 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-27 20:32:35,821 - INFO - [0/363571] Loss : 1.3905
|
| 224 |
+
2024-05-27 20:32:57,692 - INFO - Test loss : 0.8114
|
| 225 |
+
2024-05-27 20:32:57,693 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-27 20:33:02,148 - INFO - [0/363571] Loss : 1.3922
|
| 228 |
+
2024-05-27 20:33:38,743 - INFO - Test loss : 0.7931
|
| 229 |
+
2024-05-27 20:33:39,525 - INFO - (53041,)
|
| 230 |
+
2024-05-27 20:33:39,688 - INFO - Split ID: 0
|
| 231 |
+
2024-05-27 20:33:39,712 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 16.29
|
| 232 |
+
2024-05-27 20:33:39,714 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 27.11
|
| 233 |
+
2024-05-27 20:33:39,716 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 33.93
|
| 234 |
+
2024-05-27 20:33:39,718 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 46.71
|
| 235 |
+
2024-05-27 20:33:39,724 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-27 20:33:39,729 - INFO - (53041,)
|
| 238 |
+
2024-05-27 20:33:39,913 - INFO - Split ID: 0
|
| 239 |
+
2024-05-27 20:33:39,913 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 240 |
+
2024-05-27 20:33:39,913 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 241 |
+
2024-05-27 20:33:39,913 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 242 |
+
2024-05-27 20:33:39,914 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 243 |
+
2024-05-27 20:34:24,387 - INFO - Split ID: 0
|
| 244 |
+
2024-05-27 20:34:24,387 - INFO - Top 1 (Epoch 40)acc (%): 70.33
|
| 245 |
+
2024-05-27 20:34:24,387 - INFO - Top 3 (Epoch 40)acc (%): 85.06
|
| 246 |
+
2024-05-27 20:34:24,387 - INFO - Top 5 (Epoch 40)acc (%): 89.6
|
| 247 |
+
2024-05-27 20:34:24,388 - INFO - Top 10 (Epoch 40)acc (%): 94.57
|
| 248 |
+
2024-05-27 20:34:24,388 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-27 20:34:28,957 - INFO - [0/363571] Loss : 1.3843
|
| 251 |
+
2024-05-27 20:35:07,789 - INFO - Test loss : 0.7775
|
| 252 |
+
2024-05-27 20:35:07,789 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-27 20:35:12,412 - INFO - [0/363571] Loss : 1.3674
|
| 255 |
+
2024-05-27 20:35:50,752 - INFO - Test loss : 0.7714
|
| 256 |
+
2024-05-27 20:35:50,752 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-27 20:35:55,346 - INFO - [0/363571] Loss : 1.3619
|
| 259 |
+
2024-05-27 20:36:34,167 - INFO - Test loss : 0.7758
|
| 260 |
+
2024-05-27 20:36:34,168 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-27 20:36:38,786 - INFO - [0/363571] Loss : 1.3607
|
| 263 |
+
2024-05-27 20:37:15,488 - INFO - Test loss : 0.7864
|
| 264 |
+
2024-05-27 20:37:15,488 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-27 20:37:20,152 - INFO - [0/363571] Loss : 1.3740
|
| 267 |
+
2024-05-27 20:37:59,009 - INFO - Test loss : 0.7897
|
| 268 |
+
2024-05-27 20:37:59,009 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-27 20:38:03,656 - INFO - [0/363571] Loss : 1.3605
|
| 271 |
+
2024-05-27 20:38:42,450 - INFO - Test loss : 0.7883
|
| 272 |
+
2024-05-27 20:38:42,451 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-27 20:38:46,944 - INFO - [0/363571] Loss : 1.3687
|
| 275 |
+
2024-05-27 20:39:23,603 - INFO - Test loss : 0.7788
|
| 276 |
+
2024-05-27 20:39:23,603 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-27 20:39:28,237 - INFO - [0/363571] Loss : 1.3516
|
| 279 |
+
2024-05-27 20:40:07,198 - INFO - Test loss : 0.7681
|
| 280 |
+
2024-05-27 20:40:07,198 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-27 20:40:11,069 - INFO - [0/363571] Loss : 1.3552
|
| 283 |
+
2024-05-27 20:40:46,392 - INFO - Test loss : 0.7590
|
| 284 |
+
2024-05-27 20:40:46,402 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-27 20:40:50,547 - INFO - [0/363571] Loss : 1.3521
|
| 287 |
+
2024-05-27 20:41:28,728 - INFO - Test loss : 0.7542
|
| 288 |
+
2024-05-27 20:41:29,449 - INFO - (53041,)
|
| 289 |
+
2024-05-27 20:41:29,633 - INFO - Split ID: 0
|
| 290 |
+
2024-05-27 20:41:29,661 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 16.3
|
| 291 |
+
2024-05-27 20:41:29,664 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 28.59
|
| 292 |
+
2024-05-27 20:41:29,667 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 35.88
|
| 293 |
+
2024-05-27 20:41:29,669 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 49.63
|
| 294 |
+
2024-05-27 20:41:29,677 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-27 20:41:29,684 - INFO - (53041,)
|
| 297 |
+
2024-05-27 20:41:29,848 - INFO - Split ID: 0
|
| 298 |
+
2024-05-27 20:41:29,848 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 299 |
+
2024-05-27 20:41:29,848 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 300 |
+
2024-05-27 20:41:29,848 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 301 |
+
2024-05-27 20:41:29,848 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 302 |
+
2024-05-27 20:42:12,464 - INFO - Split ID: 0
|
| 303 |
+
2024-05-27 20:42:12,464 - INFO - Top 1 (Epoch 50)acc (%): 70.37
|
| 304 |
+
2024-05-27 20:42:12,464 - INFO - Top 3 (Epoch 50)acc (%): 85.09
|
| 305 |
+
2024-05-27 20:42:12,464 - INFO - Top 5 (Epoch 50)acc (%): 89.69
|
| 306 |
+
2024-05-27 20:42:12,464 - INFO - Top 10 (Epoch 50)acc (%): 94.6
|
| 307 |
+
2024-05-27 20:42:12,465 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-27 20:42:16,725 - INFO - [0/363571] Loss : 1.3381
|
| 310 |
+
2024-05-27 20:42:54,201 - INFO - Test loss : 0.7556
|
| 311 |
+
2024-05-27 20:42:54,201 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-27 20:42:58,696 - INFO - [0/363571] Loss : 1.3489
|
| 314 |
+
2024-05-27 20:43:36,087 - INFO - Test loss : 0.7596
|
| 315 |
+
2024-05-27 20:43:36,087 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-27 20:43:40,666 - INFO - [0/363571] Loss : 1.3358
|
| 318 |
+
2024-05-27 20:44:17,267 - INFO - Test loss : 0.7604
|
| 319 |
+
2024-05-27 20:44:17,267 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-27 20:44:21,956 - INFO - [0/363571] Loss : 1.3363
|
| 322 |
+
2024-05-27 20:45:00,804 - INFO - Test loss : 0.7621
|
| 323 |
+
2024-05-27 20:45:00,804 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-27 20:45:05,501 - INFO - [0/363571] Loss : 1.3346
|
| 326 |
+
2024-05-27 20:45:41,776 - INFO - Test loss : 0.7601
|
| 327 |
+
2024-05-27 20:45:41,776 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-27 20:45:46,479 - INFO - [0/363571] Loss : 1.3288
|
| 330 |
+
2024-05-27 20:46:24,498 - INFO - Test loss : 0.7590
|
| 331 |
+
2024-05-27 20:46:24,498 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-27 20:46:29,082 - INFO - [0/363571] Loss : 1.3299
|
| 334 |
+
2024-05-27 20:47:07,754 - INFO - Test loss : 0.7579
|
| 335 |
+
2024-05-27 20:47:07,755 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-27 20:47:12,351 - INFO - [0/363571] Loss : 1.3217
|
| 338 |
+
2024-05-27 20:47:50,695 - INFO - Test loss : 0.7549
|
| 339 |
+
2024-05-27 20:47:50,696 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-27 20:47:55,318 - INFO - [0/363571] Loss : 1.3151
|
| 342 |
+
2024-05-27 20:48:33,365 - INFO - Test loss : 0.7525
|
| 343 |
+
2024-05-27 20:48:33,365 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-27 20:48:38,036 - INFO - [0/363571] Loss : 1.3228
|
| 346 |
+
2024-05-27 20:49:14,534 - INFO - Test loss : 0.7485
|
| 347 |
+
2024-05-27 20:49:15,275 - INFO - (53041,)
|
| 348 |
+
2024-05-27 20:49:15,435 - INFO - Split ID: 0
|
| 349 |
+
2024-05-27 20:49:15,455 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 17.04
|
| 350 |
+
2024-05-27 20:49:15,457 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 29.33
|
| 351 |
+
2024-05-27 20:49:15,459 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 36.97
|
| 352 |
+
2024-05-27 20:49:15,461 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 50.53
|
| 353 |
+
2024-05-27 20:49:15,468 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-27 20:49:15,475 - INFO - (53041,)
|
| 356 |
+
2024-05-27 20:49:15,649 - INFO - Split ID: 0
|
| 357 |
+
2024-05-27 20:49:15,649 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 358 |
+
2024-05-27 20:49:15,650 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 359 |
+
2024-05-27 20:49:15,650 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 360 |
+
2024-05-27 20:49:15,650 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 361 |
+
2024-05-27 20:49:58,872 - INFO - Split ID: 0
|
| 362 |
+
2024-05-27 20:49:58,873 - INFO - Top 1 (Epoch 60)acc (%): 70.41
|
| 363 |
+
2024-05-27 20:49:58,873 - INFO - Top 3 (Epoch 60)acc (%): 85.15
|
| 364 |
+
2024-05-27 20:49:58,873 - INFO - Top 5 (Epoch 60)acc (%): 89.7
|
| 365 |
+
2024-05-27 20:49:58,873 - INFO - Top 10 (Epoch 60)acc (%): 94.6
|
| 366 |
+
2024-05-27 20:49:58,874 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-27 20:50:03,456 - INFO - [0/363571] Loss : 1.3225
|
| 369 |
+
2024-05-27 20:50:40,683 - INFO - Test loss : 0.7436
|
| 370 |
+
2024-05-27 20:50:40,683 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-27 20:50:45,325 - INFO - [0/363571] Loss : 1.3136
|
| 373 |
+
2024-05-27 20:51:18,836 - INFO - Test loss : 0.7419
|
| 374 |
+
2024-05-27 20:51:18,836 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-27 20:51:23,481 - INFO - [0/363571] Loss : 1.3133
|
| 377 |
+
2024-05-27 20:52:00,980 - INFO - Test loss : 0.7430
|
| 378 |
+
2024-05-27 20:52:00,980 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-27 20:52:05,514 - INFO - [0/363571] Loss : 1.3134
|
| 381 |
+
2024-05-27 20:52:42,855 - INFO - Test loss : 0.7449
|
| 382 |
+
2024-05-27 20:52:42,855 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-27 20:52:47,626 - INFO - [0/363571] Loss : 1.3121
|
| 385 |
+
2024-05-27 20:53:25,511 - INFO - Test loss : 0.7480
|
| 386 |
+
2024-05-27 20:53:25,511 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-27 20:53:30,093 - INFO - [0/363571] Loss : 1.3006
|
| 389 |
+
2024-05-27 20:54:05,673 - INFO - Test loss : 0.7493
|
| 390 |
+
2024-05-27 20:54:05,673 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-27 20:54:10,263 - INFO - [0/363571] Loss : 1.3202
|
| 393 |
+
2024-05-27 20:54:48,436 - INFO - Test loss : 0.7464
|
| 394 |
+
2024-05-27 20:54:48,436 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-27 20:54:53,183 - INFO - [0/363571] Loss : 1.2955
|
| 397 |
+
2024-05-27 20:55:31,287 - INFO - Test loss : 0.7423
|
| 398 |
+
2024-05-27 20:55:31,289 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-27 20:55:34,796 - INFO - [0/363571] Loss : 1.2953
|
| 401 |
+
2024-05-27 20:56:11,627 - INFO - Test loss : 0.7371
|
| 402 |
+
2024-05-27 20:56:11,627 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-27 20:56:16,336 - INFO - [0/363571] Loss : 1.2963
|
| 405 |
+
2024-05-27 20:56:53,712 - INFO - Test loss : 0.7332
|
| 406 |
+
2024-05-27 20:56:54,701 - INFO - (53041,)
|
| 407 |
+
2024-05-27 20:56:54,862 - INFO - Split ID: 0
|
| 408 |
+
2024-05-27 20:56:54,885 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 16.69
|
| 409 |
+
2024-05-27 20:56:54,887 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 29.52
|
| 410 |
+
2024-05-27 20:56:54,889 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 36.96
|
| 411 |
+
2024-05-27 20:56:54,890 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 50.46
|
| 412 |
+
2024-05-27 20:56:54,897 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-27 20:56:54,902 - INFO - (53041,)
|
| 415 |
+
2024-05-27 20:56:55,068 - INFO - Split ID: 0
|
| 416 |
+
2024-05-27 20:56:55,068 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 417 |
+
2024-05-27 20:56:55,068 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 418 |
+
2024-05-27 20:56:55,068 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 419 |
+
2024-05-27 20:56:55,069 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 420 |
+
2024-05-27 20:57:38,218 - INFO - Split ID: 0
|
| 421 |
+
2024-05-27 20:57:38,219 - INFO - Top 1 (Epoch 70)acc (%): 70.43
|
| 422 |
+
2024-05-27 20:57:38,219 - INFO - Top 3 (Epoch 70)acc (%): 85.15
|
| 423 |
+
2024-05-27 20:57:38,219 - INFO - Top 5 (Epoch 70)acc (%): 89.72
|
| 424 |
+
2024-05-27 20:57:38,219 - INFO - Top 10 (Epoch 70)acc (%): 94.63
|
| 425 |
+
2024-05-27 20:57:38,220 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-27 20:57:42,678 - INFO - [0/363571] Loss : 1.3081
|
| 428 |
+
2024-05-27 20:58:18,604 - INFO - Test loss : 0.7290
|
| 429 |
+
2024-05-27 20:58:18,604 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-27 20:58:23,330 - INFO - [0/363571] Loss : 1.3074
|
| 432 |
+
2024-05-27 20:59:00,148 - INFO - Test loss : 0.7250
|
| 433 |
+
2024-05-27 20:59:00,148 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-27 20:59:04,484 - INFO - [0/363571] Loss : 1.3077
|
| 436 |
+
2024-05-27 20:59:42,150 - INFO - Test loss : 0.7199
|
| 437 |
+
2024-05-27 20:59:42,151 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-27 20:59:46,689 - INFO - [0/363571] Loss : 1.3012
|
| 440 |
+
2024-05-27 21:00:24,933 - INFO - Test loss : 0.7159
|
| 441 |
+
2024-05-27 21:00:24,934 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-27 21:00:29,499 - INFO - [0/363571] Loss : 1.3013
|
| 444 |
+
2024-05-27 21:01:04,841 - INFO - Test loss : 0.7155
|
| 445 |
+
2024-05-27 21:01:04,841 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-27 21:01:09,365 - INFO - [0/363571] Loss : 1.2896
|
| 448 |
+
2024-05-27 21:01:47,397 - INFO - Test loss : 0.7193
|
| 449 |
+
2024-05-27 21:01:47,397 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-27 21:01:51,651 - INFO - [0/363571] Loss : 1.2886
|
| 452 |
+
2024-05-27 21:02:23,216 - INFO - Test loss : 0.7264
|
| 453 |
+
2024-05-27 21:02:23,216 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-27 21:02:26,252 - INFO - [0/363571] Loss : 1.2888
|
| 456 |
+
2024-05-27 21:03:00,182 - INFO - Test loss : 0.7313
|
| 457 |
+
2024-05-27 21:03:00,187 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-27 21:03:04,663 - INFO - [0/363571] Loss : 1.2879
|
| 460 |
+
2024-05-27 21:03:40,281 - INFO - Test loss : 0.7338
|
| 461 |
+
2024-05-27 21:03:40,281 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-27 21:03:44,618 - INFO - [0/363571] Loss : 1.2797
|
| 464 |
+
2024-05-27 21:04:20,270 - INFO - Test loss : 0.7334
|
| 465 |
+
2024-05-27 21:04:21,062 - INFO - (53041,)
|
| 466 |
+
2024-05-27 21:04:21,235 - INFO - Split ID: 0
|
| 467 |
+
2024-05-27 21:04:21,256 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 17.04
|
| 468 |
+
2024-05-27 21:04:21,259 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 29.68
|
| 469 |
+
2024-05-27 21:04:21,262 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 36.83
|
| 470 |
+
2024-05-27 21:04:21,265 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 51.0
|
| 471 |
+
2024-05-27 21:04:21,274 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-27 21:04:21,291 - INFO - (53041,)
|
| 474 |
+
2024-05-27 21:04:21,478 - INFO - Split ID: 0
|
| 475 |
+
2024-05-27 21:04:21,478 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 476 |
+
2024-05-27 21:04:21,478 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 477 |
+
2024-05-27 21:04:21,479 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 478 |
+
2024-05-27 21:04:21,479 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 479 |
+
2024-05-27 21:05:03,658 - INFO - Split ID: 0
|
| 480 |
+
2024-05-27 21:05:03,658 - INFO - Top 1 (Epoch 80)acc (%): 70.44
|
| 481 |
+
2024-05-27 21:05:03,658 - INFO - Top 3 (Epoch 80)acc (%): 85.21
|
| 482 |
+
2024-05-27 21:05:03,659 - INFO - Top 5 (Epoch 80)acc (%): 89.72
|
| 483 |
+
2024-05-27 21:05:03,659 - INFO - Top 10 (Epoch 80)acc (%): 94.65
|
| 484 |
+
2024-05-27 21:05:03,659 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-27 21:05:07,311 - INFO - [0/363571] Loss : 1.2806
|
| 487 |
+
2024-05-27 21:05:42,991 - INFO - Test loss : 0.7309
|
| 488 |
+
2024-05-27 21:05:42,991 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-27 21:05:47,226 - INFO - [0/363571] Loss : 1.2818
|
| 491 |
+
2024-05-27 21:06:22,128 - INFO - Test loss : 0.7272
|
| 492 |
+
2024-05-27 21:06:22,128 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-27 21:06:26,511 - INFO - [0/363571] Loss : 1.2841
|
| 495 |
+
2024-05-27 21:07:01,169 - INFO - Test loss : 0.7221
|
| 496 |
+
2024-05-27 21:07:01,169 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-27 21:07:05,523 - INFO - [0/363571] Loss : 1.2971
|
| 499 |
+
2024-05-27 21:07:38,653 - INFO - Test loss : 0.7171
|
| 500 |
+
2024-05-27 21:07:38,653 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-27 21:07:40,994 - INFO - [0/363571] Loss : 1.2835
|
| 503 |
+
2024-05-27 21:08:15,764 - INFO - Test loss : 0.7148
|
| 504 |
+
2024-05-27 21:08:15,764 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-27 21:08:19,751 - INFO - [0/363571] Loss : 1.2756
|
| 507 |
+
2024-05-27 21:08:54,328 - INFO - Test loss : 0.7160
|
| 508 |
+
2024-05-27 21:08:54,328 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-27 21:08:57,768 - INFO - [0/363571] Loss : 1.2697
|
| 511 |
+
2024-05-27 21:09:19,458 - INFO - Test loss : 0.7180
|
| 512 |
+
2024-05-27 21:09:19,458 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-27 21:09:22,997 - INFO - [0/363571] Loss : 1.2759
|
| 515 |
+
2024-05-27 21:09:52,146 - INFO - Test loss : 0.7202
|
| 516 |
+
2024-05-27 21:09:52,147 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-27 21:09:55,717 - INFO - [0/363571] Loss : 1.2875
|
| 519 |
+
2024-05-27 21:10:26,939 - INFO - Test loss : 0.7217
|
| 520 |
+
2024-05-27 21:10:26,939 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-27 21:10:31,552 - INFO - [0/363571] Loss : 1.2789
|
| 523 |
+
2024-05-27 21:11:05,786 - INFO - Test loss : 0.7217
|
| 524 |
+
2024-05-27 21:11:06,525 - INFO - (53041,)
|
| 525 |
+
2024-05-27 21:11:06,704 - INFO - Split ID: 0
|
| 526 |
+
2024-05-27 21:11:06,731 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 17.12
|
| 527 |
+
2024-05-27 21:11:06,733 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 30.36
|
| 528 |
+
2024-05-27 21:11:06,736 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 37.51
|
| 529 |
+
2024-05-27 21:11:06,739 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 51.53
|
| 530 |
+
2024-05-27 21:11:06,746 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-27 21:11:06,753 - INFO - (53041,)
|
| 533 |
+
2024-05-27 21:11:06,920 - INFO - Split ID: 0
|
| 534 |
+
2024-05-27 21:11:06,921 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 535 |
+
2024-05-27 21:11:06,921 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 536 |
+
2024-05-27 21:11:06,921 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 537 |
+
2024-05-27 21:11:06,921 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 538 |
+
2024-05-27 21:11:49,204 - INFO - Split ID: 0
|
| 539 |
+
2024-05-27 21:11:49,205 - INFO - Top 1 (Epoch 90)acc (%): 70.48
|
| 540 |
+
2024-05-27 21:11:49,205 - INFO - Top 3 (Epoch 90)acc (%): 85.21
|
| 541 |
+
2024-05-27 21:11:49,205 - INFO - Top 5 (Epoch 90)acc (%): 89.75
|
| 542 |
+
2024-05-27 21:11:49,205 - INFO - Top 10 (Epoch 90)acc (%): 94.66
|
| 543 |
+
2024-05-27 21:11:49,206 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-27 21:11:53,039 - INFO - [0/363571] Loss : 1.2675
|
| 546 |
+
2024-05-27 21:12:28,797 - INFO - Test loss : 0.7212
|
| 547 |
+
2024-05-27 21:12:28,798 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-27 21:12:32,736 - INFO - [0/363571] Loss : 1.2723
|
| 550 |
+
2024-05-27 21:13:07,780 - INFO - Test loss : 0.7200
|
| 551 |
+
2024-05-27 21:13:07,781 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-27 21:13:11,337 - INFO - [0/363571] Loss : 1.2765
|
| 554 |
+
2024-05-27 21:13:42,772 - INFO - Test loss : 0.7176
|
| 555 |
+
2024-05-27 21:13:42,773 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-27 21:13:47,118 - INFO - [0/363571] Loss : 1.2771
|
| 558 |
+
2024-05-27 21:14:20,786 - INFO - Test loss : 0.7140
|
| 559 |
+
2024-05-27 21:14:20,786 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-27 21:14:25,536 - INFO - [0/363571] Loss : 1.2695
|
| 562 |
+
2024-05-27 21:14:54,028 - INFO - Test loss : 0.7109
|
| 563 |
+
2024-05-27 21:14:54,028 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-27 21:14:56,764 - INFO - [0/363571] Loss : 1.2695
|
| 566 |
+
2024-05-27 21:15:17,545 - INFO - Test loss : 0.7084
|
| 567 |
+
2024-05-27 21:15:17,546 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-27 21:15:20,207 - INFO - [0/363571] Loss : 1.2668
|
| 570 |
+
2024-05-27 21:15:35,160 - INFO - Test loss : 0.7076
|
| 571 |
+
2024-05-27 21:15:35,160 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-27 21:15:37,616 - INFO - [0/363571] Loss : 1.2733
|
| 574 |
+
2024-05-27 21:15:56,172 - INFO - Test loss : 0.7068
|
| 575 |
+
2024-05-27 21:15:56,172 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-27 21:15:58,747 - INFO - [0/363571] Loss : 1.2636
|
| 578 |
+
2024-05-27 21:16:14,274 - INFO - Test loss : 0.7065
|
| 579 |
+
2024-05-27 21:16:14,274 - INFO -
|
| 580 |
+
Epoch 100
|
| 581 |
+
2024-05-27 21:16:18,775 - INFO - [0/363571] Loss : 1.2647
|
| 582 |
+
2024-05-27 21:16:56,515 - INFO - Test loss : 0.7082
|
| 583 |
+
2024-05-27 21:16:57,224 - INFO - (53041,)
|
| 584 |
+
2024-05-27 21:16:57,404 - INFO - Split ID: 0
|
| 585 |
+
2024-05-27 21:16:57,423 - INFO - Top 1 LocEnc (Epoch 100)acc (%): 16.95
|
| 586 |
+
2024-05-27 21:16:57,425 - INFO - Top 3 LocEnc (Epoch 100)acc (%): 30.57
|
| 587 |
+
2024-05-27 21:16:57,427 - INFO - Top 5 LocEnc (Epoch 100)acc (%): 37.54
|
| 588 |
+
2024-05-27 21:16:57,429 - INFO - Top 10 LocEnc (Epoch 100)acc (%): 51.65
|
| 589 |
+
2024-05-27 21:16:57,436 - INFO -
|
| 590 |
+
No prior
|
| 591 |
+
2024-05-27 21:16:57,443 - INFO - (53041,)
|
| 592 |
+
2024-05-27 21:16:57,610 - INFO - Split ID: 0
|
| 593 |
+
2024-05-27 21:16:57,611 - INFO - Top 1 (Epoch 100)acc (%): 69.83
|
| 594 |
+
2024-05-27 21:16:57,611 - INFO - Top 3 (Epoch 100)acc (%): 84.61
|
| 595 |
+
2024-05-27 21:16:57,611 - INFO - Top 5 (Epoch 100)acc (%): 89.23
|
| 596 |
+
2024-05-27 21:16:57,611 - INFO - Top 10 (Epoch 100)acc (%): 94.29
|
| 597 |
+
2024-05-27 21:17:41,686 - INFO - Split ID: 0
|
| 598 |
+
2024-05-27 21:17:41,687 - INFO - Top 1 (Epoch 100)acc (%): 70.49
|
| 599 |
+
2024-05-27 21:17:41,687 - INFO - Top 3 (Epoch 100)acc (%): 85.2
|
| 600 |
+
2024-05-27 21:17:41,687 - INFO - Top 5 (Epoch 100)acc (%): 89.75
|
| 601 |
+
2024-05-27 21:17:41,687 - INFO - Top 10 (Epoch 100)acc (%): 94.66
|
| 602 |
+
2024-05-27 21:17:41,688 - INFO -
|
| 603 |
+
Epoch 101
|
| 604 |
+
2024-05-27 21:17:46,342 - INFO - [0/363571] Loss : 1.2664
|
| 605 |
+
2024-05-27 21:18:24,145 - INFO - Test loss : 0.7103
|
| 606 |
+
2024-05-27 21:18:24,146 - INFO -
|
| 607 |
+
Epoch 102
|
| 608 |
+
2024-05-27 21:18:28,833 - INFO - [0/363571] Loss : 1.2578
|
| 609 |
+
2024-05-27 21:19:07,637 - INFO - Test loss : 0.7127
|
| 610 |
+
2024-05-27 21:19:07,637 - INFO -
|
| 611 |
+
Epoch 103
|
| 612 |
+
2024-05-27 21:19:12,204 - INFO - [0/363571] Loss : 1.2671
|
| 613 |
+
2024-05-27 21:19:50,553 - INFO - Test loss : 0.7136
|
| 614 |
+
2024-05-27 21:19:50,553 - INFO -
|
| 615 |
+
Epoch 104
|
| 616 |
+
2024-05-27 21:19:55,220 - INFO - [0/363571] Loss : 1.2524
|
| 617 |
+
2024-05-27 21:20:34,207 - INFO - Test loss : 0.7127
|
| 618 |
+
2024-05-27 21:20:34,207 - INFO -
|
| 619 |
+
Epoch 105
|
| 620 |
+
2024-05-27 21:20:38,962 - INFO - [0/363571] Loss : 1.2732
|
| 621 |
+
2024-05-27 21:21:17,560 - INFO - Test loss : 0.7092
|
| 622 |
+
2024-05-27 21:21:17,560 - INFO -
|
| 623 |
+
Epoch 106
|
| 624 |
+
2024-05-27 21:21:22,282 - INFO - [0/363571] Loss : 1.2566
|
| 625 |
+
2024-05-27 21:22:01,309 - INFO - Test loss : 0.7069
|
| 626 |
+
2024-05-27 21:22:01,309 - INFO -
|
| 627 |
+
Epoch 107
|
| 628 |
+
2024-05-27 21:22:05,975 - INFO - [0/363571] Loss : 1.2590
|
| 629 |
+
2024-05-27 21:22:43,540 - INFO - Test loss : 0.7051
|
| 630 |
+
2024-05-27 21:22:43,540 - INFO -
|
| 631 |
+
Epoch 108
|
| 632 |
+
2024-05-27 21:22:48,187 - INFO - [0/363571] Loss : 1.2600
|
| 633 |
+
2024-05-27 21:23:22,208 - INFO - Test loss : 0.7049
|
| 634 |
+
2024-05-27 21:23:22,208 - INFO -
|
| 635 |
+
Epoch 109
|
| 636 |
+
2024-05-27 21:23:26,805 - INFO - [0/363571] Loss : 1.2602
|
| 637 |
+
2024-05-27 21:24:05,410 - INFO - Test loss : 0.7055
|
| 638 |
+
2024-05-27 21:24:05,410 - INFO -
|
| 639 |
+
Epoch 110
|
| 640 |
+
2024-05-27 21:24:10,022 - INFO - [0/363571] Loss : 1.2634
|
| 641 |
+
2024-05-27 21:24:48,422 - INFO - Test loss : 0.7049
|
| 642 |
+
2024-05-27 21:24:49,324 - INFO - (53041,)
|
| 643 |
+
2024-05-27 21:24:49,502 - INFO - Split ID: 0
|
| 644 |
+
2024-05-27 21:24:49,524 - INFO - Top 1 LocEnc (Epoch 110)acc (%): 17.12
|
| 645 |
+
2024-05-27 21:24:49,526 - INFO - Top 3 LocEnc (Epoch 110)acc (%): 30.49
|
| 646 |
+
2024-05-27 21:24:49,528 - INFO - Top 5 LocEnc (Epoch 110)acc (%): 37.68
|
| 647 |
+
2024-05-27 21:24:49,530 - INFO - Top 10 LocEnc (Epoch 110)acc (%): 52.08
|
| 648 |
+
2024-05-27 21:24:49,538 - INFO -
|
| 649 |
+
No prior
|
| 650 |
+
2024-05-27 21:24:49,545 - INFO - (53041,)
|
| 651 |
+
2024-05-27 21:24:49,711 - INFO - Split ID: 0
|
| 652 |
+
2024-05-27 21:24:49,711 - INFO - Top 1 (Epoch 110)acc (%): 69.83
|
| 653 |
+
2024-05-27 21:24:49,711 - INFO - Top 3 (Epoch 110)acc (%): 84.61
|
| 654 |
+
2024-05-27 21:24:49,711 - INFO - Top 5 (Epoch 110)acc (%): 89.23
|
| 655 |
+
2024-05-27 21:24:49,711 - INFO - Top 10 (Epoch 110)acc (%): 94.29
|
| 656 |
+
2024-05-27 21:25:32,054 - INFO - Split ID: 0
|
| 657 |
+
2024-05-27 21:25:32,055 - INFO - Top 1 (Epoch 110)acc (%): 70.48
|
| 658 |
+
2024-05-27 21:25:32,055 - INFO - Top 3 (Epoch 110)acc (%): 85.2
|
| 659 |
+
2024-05-27 21:25:32,055 - INFO - Top 5 (Epoch 110)acc (%): 89.74
|
| 660 |
+
2024-05-27 21:25:32,055 - INFO - Top 10 (Epoch 110)acc (%): 94.66
|
| 661 |
+
2024-05-27 21:25:32,056 - INFO -
|
| 662 |
+
Epoch 111
|
| 663 |
+
2024-05-27 21:25:36,841 - INFO - [0/363571] Loss : 1.2592
|
| 664 |
+
2024-05-27 21:26:15,776 - INFO - Test loss : 0.7041
|
| 665 |
+
2024-05-27 21:26:15,776 - INFO -
|
| 666 |
+
Epoch 112
|
| 667 |
+
2024-05-27 21:26:20,348 - INFO - [0/363571] Loss : 1.2448
|
| 668 |
+
2024-05-27 21:26:59,238 - INFO - Test loss : 0.7041
|
| 669 |
+
2024-05-27 21:26:59,238 - INFO -
|
| 670 |
+
Epoch 113
|
| 671 |
+
2024-05-27 21:27:03,926 - INFO - [0/363571] Loss : 1.2457
|
| 672 |
+
2024-05-27 21:27:42,245 - INFO - Test loss : 0.7049
|
| 673 |
+
2024-05-27 21:27:42,245 - INFO -
|
| 674 |
+
Epoch 114
|
| 675 |
+
2024-05-27 21:27:46,882 - INFO - [0/363571] Loss : 1.2649
|
| 676 |
+
2024-05-27 21:28:23,688 - INFO - Test loss : 0.7046
|
| 677 |
+
2024-05-27 21:28:23,688 - INFO -
|
| 678 |
+
Epoch 115
|
| 679 |
+
2024-05-27 21:28:28,352 - INFO - [0/363571] Loss : 1.2477
|
| 680 |
+
2024-05-27 21:29:07,186 - INFO - Test loss : 0.7046
|
| 681 |
+
2024-05-27 21:29:07,186 - INFO -
|
| 682 |
+
Epoch 116
|
| 683 |
+
2024-05-27 21:29:11,869 - INFO - [0/363571] Loss : 1.2548
|
| 684 |
+
2024-05-27 21:29:50,104 - INFO - Test loss : 0.7048
|
| 685 |
+
2024-05-27 21:29:50,104 - INFO -
|
| 686 |
+
Epoch 117
|
| 687 |
+
2024-05-27 21:29:54,298 - INFO - [0/363571] Loss : 1.2566
|
| 688 |
+
2024-05-27 21:30:33,229 - INFO - Test loss : 0.7054
|
| 689 |
+
2024-05-27 21:30:33,229 - INFO -
|
| 690 |
+
Epoch 118
|
| 691 |
+
2024-05-27 21:30:38,031 - INFO - [0/363571] Loss : 1.2570
|
| 692 |
+
2024-05-27 21:31:15,902 - INFO - Test loss : 0.7059
|
| 693 |
+
2024-05-27 21:31:15,902 - INFO -
|
| 694 |
+
Epoch 119
|
| 695 |
+
2024-05-27 21:31:20,502 - INFO - [0/363571] Loss : 1.2498
|
| 696 |
+
2024-05-27 21:31:58,864 - INFO - Test loss : 0.7061
|
| 697 |
+
2024-05-27 21:31:58,864 - INFO - Saving output model to ../models/space2vec_theory/model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 698 |
+
2024-05-27 21:31:58,878 - INFO - Saving output model to ../models/space2vec_theory/model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 699 |
+
2024-05-27 21:31:58,898 - INFO -
|
| 700 |
+
No prior
|
| 701 |
+
2024-05-27 21:31:58,903 - INFO - (53041,)
|
| 702 |
+
2024-05-27 21:31:59,070 - INFO - Split ID: 0
|
| 703 |
+
2024-05-27 21:31:59,070 - INFO - Top 1 acc (%): 69.83
|
| 704 |
+
2024-05-27 21:31:59,074 - INFO - Top 3 acc (%): 84.61
|
| 705 |
+
2024-05-27 21:31:59,074 - INFO - Top 5 acc (%): 89.23
|
| 706 |
+
2024-05-27 21:31:59,074 - INFO - Top 10 acc (%): 94.29
|
| 707 |
+
2024-05-27 21:32:41,398 - INFO - Split ID: 0
|
| 708 |
+
2024-05-27 21:32:41,399 - INFO - Top 1 acc (%): 70.49
|
| 709 |
+
2024-05-27 21:32:41,399 - INFO - Top 3 acc (%): 85.2
|
| 710 |
+
2024-05-27 21:32:41,399 - INFO - Top 5 acc (%): 89.76
|
| 711 |
+
2024-05-27 21:32:41,399 - INFO - Top 10 acc (%): 94.66
|
| 712 |
+
2024-05-27 21:32:41,400 - INFO -
|
| 713 |
+
Space2Vec-theory
|
| 714 |
+
2024-05-27 21:32:41,400 - INFO - Model : model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 715 |
+
2024-05-27 21:32:42,384 - INFO - (53041,)
|
| 716 |
+
2024-05-27 21:32:42,548 - INFO - Split ID: 0
|
| 717 |
+
2024-05-27 21:32:42,572 - INFO - Top 1 LocEnc acc (%): 17.18
|
| 718 |
+
2024-05-27 21:32:42,574 - INFO - Top 3 LocEnc acc (%): 30.3
|
| 719 |
+
2024-05-27 21:32:42,576 - INFO - Top 5 LocEnc acc (%): 38.01
|
| 720 |
+
2024-05-27 21:32:42,578 - INFO - Top 10 LocEnc acc (%): 52.16
|
| 721 |
+
2024-05-31 01:56:28,297 - INFO -
|
| 722 |
+
num_classes 62
|
| 723 |
+
2024-05-31 01:56:28,315 - INFO - num train 363571
|
| 724 |
+
2024-05-31 01:56:28,315 - INFO - num val 53041
|
| 725 |
+
2024-05-31 01:56:28,315 - INFO - train loss full_loss
|
| 726 |
+
2024-05-31 01:56:28,315 - INFO - model name ../models/space2vec_theory/model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 727 |
+
2024-05-31 01:56:28,315 - INFO - num users 1
|
| 728 |
+
2024-05-31 01:56:29,213 - INFO -
|
| 729 |
+
Only Space2Vec-theory
|
| 730 |
+
2024-05-31 01:56:29,213 - INFO - Model : model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 731 |
+
2024-05-31 01:56:29,268 - INFO - Saving output model to ../models/space2vec_theory/model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 732 |
+
2024-05-31 01:56:29,298 - INFO - Saving output model to ../models/space2vec_theory/model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 733 |
+
2024-05-31 01:56:29,317 - INFO -
|
| 734 |
+
No prior
|
| 735 |
+
2024-05-31 01:56:29,327 - INFO - (53041,)
|
| 736 |
+
2024-05-31 01:56:30,251 - INFO - Save results to ../eval_results/eval_fmow__val_no_prior.csv
|
| 737 |
+
2024-05-31 01:56:30,251 - INFO - Split ID: 0
|
| 738 |
+
2024-05-31 01:56:30,251 - INFO - Top 1 acc (%): 69.83
|
| 739 |
+
2024-05-31 01:56:30,251 - INFO - Top 3 acc (%): 84.61
|
| 740 |
+
2024-05-31 01:56:30,252 - INFO - Top 5 acc (%): 89.23
|
| 741 |
+
2024-05-31 01:56:30,252 - INFO - Top 10 acc (%): 94.29
|
| 742 |
+
2024-05-31 01:56:55,361 - INFO - Split ID: 0
|
| 743 |
+
2024-05-31 01:56:55,361 - INFO - Top 1 hit (%): 70.49
|
| 744 |
+
2024-05-31 01:56:55,362 - INFO - Top 3 hit (%): 85.2
|
| 745 |
+
2024-05-31 01:56:55,362 - INFO - Top 5 hit (%): 89.76
|
| 746 |
+
2024-05-31 01:56:55,362 - INFO - Top 10 hit (%): 94.66
|
| 747 |
+
2024-05-31 01:56:55,375 - INFO -
|
| 748 |
+
Only Space2Vec-theory
|
| 749 |
+
2024-05-31 01:56:55,375 - INFO - Model : model_fmow_Space2Vec-theory_inception_v3_0.0200_64_0.0001000_360.000_1_512_BATCH8192_leakyrelu.pth.tar
|
| 750 |
+
2024-05-31 01:56:55,908 - INFO - (53041,)
|
| 751 |
+
2024-05-31 01:56:56,069 - INFO - Split ID: 0
|
| 752 |
+
2024-05-31 01:56:56,086 - INFO - Top 1 LocEnc acc (%): 17.18
|
| 753 |
+
2024-05-31 01:56:56,088 - INFO - Top 3 LocEnc acc (%): 30.3
|
| 754 |
+
2024-05-31 01:56:56,089 - INFO - Top 5 LocEnc acc (%): 38.01
|
| 755 |
+
2024-05-31 01:56:56,091 - INFO - Top 10 LocEnc acc (%): 52.16
|