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data/model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.log
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| 1 |
+
2024-05-24 07:54:11,857 - INFO -
|
| 2 |
+
num_classes 62
|
| 3 |
+
2024-05-24 07:54:11,857 - INFO - num train 363571
|
| 4 |
+
2024-05-24 07:54:11,857 - INFO - num val 53041
|
| 5 |
+
2024-05-24 07:54:11,857 - INFO - train loss full_loss
|
| 6 |
+
2024-05-24 07:54:11,857 - INFO - model name ../models/sphere2vec_sphereM/model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 7 |
+
2024-05-24 07:54:11,857 - INFO - num users 1
|
| 8 |
+
2024-05-24 07:54:12,100 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-24 07:54:12,720 - INFO - [6144/363571] Loss : 1.9495
|
| 11 |
+
2024-05-24 07:54:15,416 - INFO - Test loss : 1.0055
|
| 12 |
+
2024-05-24 07:54:15,417 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-24 07:54:15,797 - INFO - [6144/363571] Loss : 1.6553
|
| 15 |
+
2024-05-24 07:54:18,880 - INFO - Test loss : 0.7944
|
| 16 |
+
2024-05-24 07:54:18,880 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-24 07:54:19,264 - INFO - [6144/363571] Loss : 1.5030
|
| 19 |
+
2024-05-24 07:54:22,381 - INFO - Test loss : 0.7358
|
| 20 |
+
2024-05-24 07:54:22,381 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-24 07:54:22,973 - INFO - [6144/363571] Loss : 1.4497
|
| 23 |
+
2024-05-24 07:54:25,626 - INFO - Test loss : 0.7153
|
| 24 |
+
2024-05-24 07:54:25,626 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-24 07:54:26,221 - INFO - [6144/363571] Loss : 1.4257
|
| 27 |
+
2024-05-24 07:54:29,132 - INFO - Test loss : 0.6870
|
| 28 |
+
2024-05-24 07:54:29,132 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-24 07:54:29,721 - INFO - [6144/363571] Loss : 1.4051
|
| 31 |
+
2024-05-24 07:54:32,576 - INFO - Test loss : 0.6955
|
| 32 |
+
2024-05-24 07:54:32,576 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-24 07:54:33,200 - INFO - [6144/363571] Loss : 1.3778
|
| 35 |
+
2024-05-24 07:54:35,839 - INFO - Test loss : 0.7016
|
| 36 |
+
2024-05-24 07:54:35,839 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-24 07:54:36,437 - INFO - [6144/363571] Loss : 1.3458
|
| 39 |
+
2024-05-24 07:54:39,614 - INFO - Test loss : 0.7049
|
| 40 |
+
2024-05-24 07:54:39,615 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-24 07:54:40,008 - INFO - [6144/363571] Loss : 1.3369
|
| 43 |
+
2024-05-24 07:54:43,181 - INFO - Test loss : 0.7134
|
| 44 |
+
2024-05-24 07:54:43,181 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-24 07:54:43,787 - INFO - [6144/363571] Loss : 1.3457
|
| 47 |
+
2024-05-24 07:54:46,454 - INFO - Test loss : 0.6939
|
| 48 |
+
2024-05-24 07:54:46,455 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-24 07:54:47,043 - INFO - [6144/363571] Loss : 1.3273
|
| 51 |
+
2024-05-24 07:54:50,186 - INFO - Test loss : 0.6781
|
| 52 |
+
2024-05-24 07:54:50,785 - INFO - (53041,)
|
| 53 |
+
2024-05-24 07:54:50,941 - INFO - Split ID: 0
|
| 54 |
+
2024-05-24 07:54:50,960 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 17.26
|
| 55 |
+
2024-05-24 07:54:50,962 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 28.4
|
| 56 |
+
2024-05-24 07:54:50,964 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 35.5
|
| 57 |
+
2024-05-24 07:54:50,965 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 49.21
|
| 58 |
+
2024-05-24 07:54:50,972 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-24 07:54:50,977 - INFO - (53041,)
|
| 61 |
+
2024-05-24 07:54:51,135 - INFO - Split ID: 0
|
| 62 |
+
2024-05-24 07:54:51,135 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 63 |
+
2024-05-24 07:54:51,135 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 64 |
+
2024-05-24 07:54:51,135 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 65 |
+
2024-05-24 07:54:51,135 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 66 |
+
2024-05-24 07:55:14,782 - INFO - Split ID: 0
|
| 67 |
+
2024-05-24 07:55:14,782 - INFO - Top 1 (Epoch 10)acc (%): 70.43
|
| 68 |
+
2024-05-24 07:55:14,783 - INFO - Top 3 (Epoch 10)acc (%): 85.13
|
| 69 |
+
2024-05-24 07:55:14,783 - INFO - Top 5 (Epoch 10)acc (%): 89.7
|
| 70 |
+
2024-05-24 07:55:14,783 - INFO - Top 10 (Epoch 10)acc (%): 94.58
|
| 71 |
+
2024-05-24 07:55:14,784 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-24 07:55:15,165 - INFO - [6144/363571] Loss : 1.3205
|
| 74 |
+
2024-05-24 07:55:17,989 - INFO - Test loss : 0.7015
|
| 75 |
+
2024-05-24 07:55:17,989 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-24 07:55:18,587 - INFO - [6144/363571] Loss : 1.3237
|
| 78 |
+
2024-05-24 07:55:21,570 - INFO - Test loss : 0.6806
|
| 79 |
+
2024-05-24 07:55:21,570 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-24 07:55:22,175 - INFO - [6144/363571] Loss : 1.2918
|
| 82 |
+
2024-05-24 07:55:25,232 - INFO - Test loss : 0.6800
|
| 83 |
+
2024-05-24 07:55:25,232 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-24 07:55:25,627 - INFO - [6144/363571] Loss : 1.2941
|
| 86 |
+
2024-05-24 07:55:28,623 - INFO - Test loss : 0.6866
|
| 87 |
+
2024-05-24 07:55:28,624 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-24 07:55:29,020 - INFO - [6144/363571] Loss : 1.2917
|
| 90 |
+
2024-05-24 07:55:32,071 - INFO - Test loss : 0.6703
|
| 91 |
+
2024-05-24 07:55:32,071 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-24 07:55:32,725 - INFO - [6144/363571] Loss : 1.2942
|
| 94 |
+
2024-05-24 07:55:35,612 - INFO - Test loss : 0.7069
|
| 95 |
+
2024-05-24 07:55:35,612 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-24 07:55:35,991 - INFO - [6144/363571] Loss : 1.2696
|
| 98 |
+
2024-05-24 07:55:39,038 - INFO - Test loss : 0.7033
|
| 99 |
+
2024-05-24 07:55:39,038 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-24 07:55:39,413 - INFO - [6144/363571] Loss : 1.2601
|
| 102 |
+
2024-05-24 07:55:42,542 - INFO - Test loss : 0.6832
|
| 103 |
+
2024-05-24 07:55:42,542 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-24 07:55:42,916 - INFO - [6144/363571] Loss : 1.2697
|
| 106 |
+
2024-05-24 07:55:45,737 - INFO - Test loss : 0.6920
|
| 107 |
+
2024-05-24 07:55:45,737 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-24 07:55:46,116 - INFO - [6144/363571] Loss : 1.2659
|
| 110 |
+
2024-05-24 07:55:49,049 - INFO - Test loss : 0.6861
|
| 111 |
+
2024-05-24 07:55:49,651 - INFO - (53041,)
|
| 112 |
+
2024-05-24 07:55:49,808 - INFO - Split ID: 0
|
| 113 |
+
2024-05-24 07:55:49,827 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 18.91
|
| 114 |
+
2024-05-24 07:55:49,829 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 30.15
|
| 115 |
+
2024-05-24 07:55:49,831 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 37.62
|
| 116 |
+
2024-05-24 07:55:49,832 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 51.64
|
| 117 |
+
2024-05-24 07:55:49,840 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-24 07:55:49,847 - INFO - (53041,)
|
| 120 |
+
2024-05-24 07:55:50,003 - INFO - Split ID: 0
|
| 121 |
+
2024-05-24 07:55:50,003 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 122 |
+
2024-05-24 07:55:50,003 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 123 |
+
2024-05-24 07:55:50,003 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 124 |
+
2024-05-24 07:55:50,003 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 125 |
+
2024-05-24 07:56:13,947 - INFO - Split ID: 0
|
| 126 |
+
2024-05-24 07:56:13,947 - INFO - Top 1 (Epoch 20)acc (%): 70.56
|
| 127 |
+
2024-05-24 07:56:13,947 - INFO - Top 3 (Epoch 20)acc (%): 85.3
|
| 128 |
+
2024-05-24 07:56:13,947 - INFO - Top 5 (Epoch 20)acc (%): 89.86
|
| 129 |
+
2024-05-24 07:56:13,947 - INFO - Top 10 (Epoch 20)acc (%): 94.66
|
| 130 |
+
2024-05-24 07:56:13,948 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-24 07:56:14,322 - INFO - [6144/363571] Loss : 1.2707
|
| 133 |
+
2024-05-24 07:56:17,142 - INFO - Test loss : 0.6765
|
| 134 |
+
2024-05-24 07:56:17,142 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-24 07:56:17,742 - INFO - [6144/363571] Loss : 1.2567
|
| 137 |
+
2024-05-24 07:56:20,796 - INFO - Test loss : 0.6622
|
| 138 |
+
2024-05-24 07:56:20,796 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-24 07:56:21,375 - INFO - [6144/363571] Loss : 1.2476
|
| 141 |
+
2024-05-24 07:56:24,223 - INFO - Test loss : 0.6871
|
| 142 |
+
2024-05-24 07:56:24,224 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-24 07:56:24,615 - INFO - [6144/363571] Loss : 1.2452
|
| 145 |
+
2024-05-24 07:56:27,592 - INFO - Test loss : 0.6887
|
| 146 |
+
2024-05-24 07:56:27,593 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-24 07:56:27,972 - INFO - [6144/363571] Loss : 1.2476
|
| 149 |
+
2024-05-24 07:56:30,810 - INFO - Test loss : 0.6765
|
| 150 |
+
2024-05-24 07:56:30,810 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-24 07:56:31,412 - INFO - [6144/363571] Loss : 1.2377
|
| 153 |
+
2024-05-24 07:56:34,571 - INFO - Test loss : 0.6763
|
| 154 |
+
2024-05-24 07:56:34,571 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-24 07:56:35,162 - INFO - [6144/363571] Loss : 1.2287
|
| 157 |
+
2024-05-24 07:56:38,013 - INFO - Test loss : 0.6941
|
| 158 |
+
2024-05-24 07:56:38,014 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-24 07:56:38,443 - INFO - [6144/363571] Loss : 1.2268
|
| 161 |
+
2024-05-24 07:56:41,573 - INFO - Test loss : 0.6786
|
| 162 |
+
2024-05-24 07:56:41,573 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-24 07:56:42,163 - INFO - [6144/363571] Loss : 1.2042
|
| 165 |
+
2024-05-24 07:56:45,198 - INFO - Test loss : 0.6767
|
| 166 |
+
2024-05-24 07:56:45,198 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-24 07:56:45,584 - INFO - [6144/363571] Loss : 1.2182
|
| 169 |
+
2024-05-24 07:56:48,527 - INFO - Test loss : 0.6576
|
| 170 |
+
2024-05-24 07:56:49,055 - INFO - (53041,)
|
| 171 |
+
2024-05-24 07:56:49,208 - INFO - Split ID: 0
|
| 172 |
+
2024-05-24 07:56:49,229 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 18.0
|
| 173 |
+
2024-05-24 07:56:49,230 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 32.03
|
| 174 |
+
2024-05-24 07:56:49,232 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 40.1
|
| 175 |
+
2024-05-24 07:56:49,234 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 53.96
|
| 176 |
+
2024-05-24 07:56:49,241 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-24 07:56:49,248 - INFO - (53041,)
|
| 179 |
+
2024-05-24 07:56:49,403 - INFO - Split ID: 0
|
| 180 |
+
2024-05-24 07:56:49,404 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 181 |
+
2024-05-24 07:56:49,404 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 182 |
+
2024-05-24 07:56:49,404 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 183 |
+
2024-05-24 07:56:49,404 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 184 |
+
2024-05-24 07:57:13,436 - INFO - Split ID: 0
|
| 185 |
+
2024-05-24 07:57:13,436 - INFO - Top 1 (Epoch 30)acc (%): 70.67
|
| 186 |
+
2024-05-24 07:57:13,436 - INFO - Top 3 (Epoch 30)acc (%): 85.39
|
| 187 |
+
2024-05-24 07:57:13,436 - INFO - Top 5 (Epoch 30)acc (%): 89.95
|
| 188 |
+
2024-05-24 07:57:13,436 - INFO - Top 10 (Epoch 30)acc (%): 94.76
|
| 189 |
+
2024-05-24 07:57:13,437 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-24 07:57:13,817 - INFO - [6144/363571] Loss : 1.2213
|
| 192 |
+
2024-05-24 07:57:16,699 - INFO - Test loss : 0.6757
|
| 193 |
+
2024-05-24 07:57:16,699 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-24 07:57:17,291 - INFO - [6144/363571] Loss : 1.2257
|
| 196 |
+
2024-05-24 07:57:20,034 - INFO - Test loss : 0.6850
|
| 197 |
+
2024-05-24 07:57:20,034 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-24 07:57:20,413 - INFO - [6144/363571] Loss : 1.2133
|
| 200 |
+
2024-05-24 07:57:23,503 - INFO - Test loss : 0.6643
|
| 201 |
+
2024-05-24 07:57:23,503 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-24 07:57:23,943 - INFO - [6144/363571] Loss : 1.2104
|
| 204 |
+
2024-05-24 07:57:27,095 - INFO - Test loss : 0.6876
|
| 205 |
+
2024-05-24 07:57:27,095 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-24 07:57:27,689 - INFO - [6144/363571] Loss : 1.1967
|
| 208 |
+
2024-05-24 07:57:30,558 - INFO - Test loss : 0.6884
|
| 209 |
+
2024-05-24 07:57:30,558 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-24 07:57:30,953 - INFO - [6144/363571] Loss : 1.2031
|
| 212 |
+
2024-05-24 07:57:34,125 - INFO - Test loss : 0.6520
|
| 213 |
+
2024-05-24 07:57:34,125 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-24 07:57:34,722 - INFO - [6144/363571] Loss : 1.2046
|
| 216 |
+
2024-05-24 07:57:37,794 - INFO - Test loss : 0.6731
|
| 217 |
+
2024-05-24 07:57:37,794 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-24 07:57:38,172 - INFO - [6144/363571] Loss : 1.2086
|
| 220 |
+
2024-05-24 07:57:41,089 - INFO - Test loss : 0.6741
|
| 221 |
+
2024-05-24 07:57:41,089 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-24 07:57:41,691 - INFO - [6144/363571] Loss : 1.1861
|
| 224 |
+
2024-05-24 07:57:44,784 - INFO - Test loss : 0.6609
|
| 225 |
+
2024-05-24 07:57:44,784 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-24 07:57:45,215 - INFO - [6144/363571] Loss : 1.2040
|
| 228 |
+
2024-05-24 07:57:48,315 - INFO - Test loss : 0.6750
|
| 229 |
+
2024-05-24 07:57:48,827 - INFO - (53041,)
|
| 230 |
+
2024-05-24 07:57:48,979 - INFO - Split ID: 0
|
| 231 |
+
2024-05-24 07:57:48,999 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 18.96
|
| 232 |
+
2024-05-24 07:57:49,001 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 32.01
|
| 233 |
+
2024-05-24 07:57:49,003 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 39.79
|
| 234 |
+
2024-05-24 07:57:49,004 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 53.89
|
| 235 |
+
2024-05-24 07:57:49,012 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-24 07:57:49,018 - INFO - (53041,)
|
| 238 |
+
2024-05-24 07:57:49,174 - INFO - Split ID: 0
|
| 239 |
+
2024-05-24 07:57:49,174 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 240 |
+
2024-05-24 07:57:49,174 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 241 |
+
2024-05-24 07:57:49,174 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 242 |
+
2024-05-24 07:57:49,174 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 243 |
+
2024-05-24 07:58:12,868 - INFO - Split ID: 0
|
| 244 |
+
2024-05-24 07:58:12,868 - INFO - Top 1 (Epoch 40)acc (%): 70.75
|
| 245 |
+
2024-05-24 07:58:12,868 - INFO - Top 3 (Epoch 40)acc (%): 85.44
|
| 246 |
+
2024-05-24 07:58:12,868 - INFO - Top 5 (Epoch 40)acc (%): 89.96
|
| 247 |
+
2024-05-24 07:58:12,868 - INFO - Top 10 (Epoch 40)acc (%): 94.79
|
| 248 |
+
2024-05-24 07:58:12,869 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-24 07:58:13,244 - INFO - [6144/363571] Loss : 1.1932
|
| 251 |
+
2024-05-24 07:58:16,313 - INFO - Test loss : 0.6722
|
| 252 |
+
2024-05-24 07:58:16,313 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-24 07:58:16,906 - INFO - [6144/363571] Loss : 1.1821
|
| 255 |
+
2024-05-24 07:58:20,049 - INFO - Test loss : 0.6843
|
| 256 |
+
2024-05-24 07:58:20,049 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-24 07:58:20,659 - INFO - [6144/363571] Loss : 1.1887
|
| 259 |
+
2024-05-24 07:58:23,313 - INFO - Test loss : 0.6660
|
| 260 |
+
2024-05-24 07:58:23,313 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-24 07:58:23,907 - INFO - [6144/363571] Loss : 1.1894
|
| 263 |
+
2024-05-24 07:58:27,056 - INFO - Test loss : 0.6338
|
| 264 |
+
2024-05-24 07:58:27,056 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-24 07:58:27,440 - INFO - [6144/363571] Loss : 1.1789
|
| 267 |
+
2024-05-24 07:58:30,475 - INFO - Test loss : 0.6576
|
| 268 |
+
2024-05-24 07:58:30,475 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-24 07:58:31,091 - INFO - [6144/363571] Loss : 1.1882
|
| 271 |
+
2024-05-24 07:58:33,823 - INFO - Test loss : 0.6559
|
| 272 |
+
2024-05-24 07:58:33,823 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-24 07:58:34,460 - INFO - [6144/363571] Loss : 1.1872
|
| 275 |
+
2024-05-24 07:58:37,541 - INFO - Test loss : 0.6631
|
| 276 |
+
2024-05-24 07:58:37,541 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-24 07:58:37,931 - INFO - [6144/363571] Loss : 1.1881
|
| 279 |
+
2024-05-24 07:58:41,095 - INFO - Test loss : 0.6731
|
| 280 |
+
2024-05-24 07:58:41,095 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-24 07:58:41,690 - INFO - [6144/363571] Loss : 1.1583
|
| 283 |
+
2024-05-24 07:58:44,414 - INFO - Test loss : 0.6808
|
| 284 |
+
2024-05-24 07:58:44,415 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-24 07:58:44,808 - INFO - [6144/363571] Loss : 1.1721
|
| 287 |
+
2024-05-24 07:58:48,171 - INFO - Test loss : 0.6743
|
| 288 |
+
2024-05-24 07:58:48,700 - INFO - (53041,)
|
| 289 |
+
2024-05-24 07:58:48,853 - INFO - Split ID: 0
|
| 290 |
+
2024-05-24 07:58:48,873 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 18.11
|
| 291 |
+
2024-05-24 07:58:48,875 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 32.21
|
| 292 |
+
2024-05-24 07:58:48,876 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 40.41
|
| 293 |
+
2024-05-24 07:58:48,878 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 53.73
|
| 294 |
+
2024-05-24 07:58:48,885 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-24 07:58:48,892 - INFO - (53041,)
|
| 297 |
+
2024-05-24 07:58:49,048 - INFO - Split ID: 0
|
| 298 |
+
2024-05-24 07:58:49,048 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 299 |
+
2024-05-24 07:58:49,048 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 300 |
+
2024-05-24 07:58:49,048 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 301 |
+
2024-05-24 07:58:49,048 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 302 |
+
2024-05-24 07:59:12,752 - INFO - Split ID: 0
|
| 303 |
+
2024-05-24 07:59:12,752 - INFO - Top 1 (Epoch 50)acc (%): 70.76
|
| 304 |
+
2024-05-24 07:59:12,752 - INFO - Top 3 (Epoch 50)acc (%): 85.48
|
| 305 |
+
2024-05-24 07:59:12,752 - INFO - Top 5 (Epoch 50)acc (%): 90.0
|
| 306 |
+
2024-05-24 07:59:12,752 - INFO - Top 10 (Epoch 50)acc (%): 94.83
|
| 307 |
+
2024-05-24 07:59:12,753 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-24 07:59:13,130 - INFO - [6144/363571] Loss : 1.1763
|
| 310 |
+
2024-05-24 07:59:16,203 - INFO - Test loss : 0.6756
|
| 311 |
+
2024-05-24 07:59:16,203 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-24 07:59:16,849 - INFO - [6144/363571] Loss : 1.1724
|
| 314 |
+
2024-05-24 07:59:19,982 - INFO - Test loss : 0.6853
|
| 315 |
+
2024-05-24 07:59:19,983 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-24 07:59:20,363 - INFO - [6144/363571] Loss : 1.1702
|
| 318 |
+
2024-05-24 07:59:23,430 - INFO - Test loss : 0.6804
|
| 319 |
+
2024-05-24 07:59:23,430 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-24 07:59:23,813 - INFO - [6144/363571] Loss : 1.1654
|
| 322 |
+
2024-05-24 07:59:26,927 - INFO - Test loss : 0.6589
|
| 323 |
+
2024-05-24 07:59:26,927 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-24 07:59:27,411 - INFO - [6144/363571] Loss : 1.1655
|
| 326 |
+
2024-05-24 07:59:30,455 - INFO - Test loss : 0.6587
|
| 327 |
+
2024-05-24 07:59:30,455 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-24 07:59:30,825 - INFO - [6144/363571] Loss : 1.1539
|
| 330 |
+
2024-05-24 07:59:33,752 - INFO - Test loss : 0.6603
|
| 331 |
+
2024-05-24 07:59:33,752 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-24 07:59:34,140 - INFO - [6144/363571] Loss : 1.1635
|
| 334 |
+
2024-05-24 07:59:37,169 - INFO - Test loss : 0.6556
|
| 335 |
+
2024-05-24 07:59:37,170 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-24 07:59:37,699 - INFO - [6144/363571] Loss : 1.1732
|
| 338 |
+
2024-05-24 07:59:40,830 - INFO - Test loss : 0.6577
|
| 339 |
+
2024-05-24 07:59:40,830 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-24 07:59:41,225 - INFO - [6144/363571] Loss : 1.1395
|
| 342 |
+
2024-05-24 07:59:44,071 - INFO - Test loss : 0.6738
|
| 343 |
+
2024-05-24 07:59:44,072 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-24 07:59:44,546 - INFO - [6144/363571] Loss : 1.1671
|
| 346 |
+
2024-05-24 07:59:47,783 - INFO - Test loss : 0.6804
|
| 347 |
+
2024-05-24 07:59:48,351 - INFO - (53041,)
|
| 348 |
+
2024-05-24 07:59:48,504 - INFO - Split ID: 0
|
| 349 |
+
2024-05-24 07:59:48,523 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 19.23
|
| 350 |
+
2024-05-24 07:59:48,525 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 33.62
|
| 351 |
+
2024-05-24 07:59:48,527 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 41.17
|
| 352 |
+
2024-05-24 07:59:48,528 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 55.43
|
| 353 |
+
2024-05-24 07:59:48,536 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-24 07:59:48,542 - INFO - (53041,)
|
| 356 |
+
2024-05-24 07:59:48,697 - INFO - Split ID: 0
|
| 357 |
+
2024-05-24 07:59:48,698 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 358 |
+
2024-05-24 07:59:48,698 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 359 |
+
2024-05-24 07:59:48,698 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 360 |
+
2024-05-24 07:59:48,698 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 361 |
+
2024-05-24 08:00:12,519 - INFO - Split ID: 0
|
| 362 |
+
2024-05-24 08:00:12,519 - INFO - Top 1 (Epoch 60)acc (%): 70.84
|
| 363 |
+
2024-05-24 08:00:12,519 - INFO - Top 3 (Epoch 60)acc (%): 85.55
|
| 364 |
+
2024-05-24 08:00:12,519 - INFO - Top 5 (Epoch 60)acc (%): 90.08
|
| 365 |
+
2024-05-24 08:00:12,519 - INFO - Top 10 (Epoch 60)acc (%): 94.88
|
| 366 |
+
2024-05-24 08:00:12,520 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-24 08:00:12,897 - INFO - [6144/363571] Loss : 1.1473
|
| 369 |
+
2024-05-24 08:00:15,967 - INFO - Test loss : 0.6604
|
| 370 |
+
2024-05-24 08:00:15,967 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-24 08:00:16,344 - INFO - [6144/363571] Loss : 1.1583
|
| 373 |
+
2024-05-24 08:00:19,295 - INFO - Test loss : 0.6474
|
| 374 |
+
2024-05-24 08:00:19,295 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-24 08:00:19,881 - INFO - [6144/363571] Loss : 1.1464
|
| 377 |
+
2024-05-24 08:00:22,938 - INFO - Test loss : 0.6486
|
| 378 |
+
2024-05-24 08:00:22,938 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-24 08:00:23,377 - INFO - [6144/363571] Loss : 1.1383
|
| 381 |
+
2024-05-24 08:00:26,504 - INFO - Test loss : 0.6779
|
| 382 |
+
2024-05-24 08:00:26,504 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-24 08:00:26,881 - INFO - [6144/363571] Loss : 1.1539
|
| 385 |
+
2024-05-24 08:00:29,954 - INFO - Test loss : 0.6882
|
| 386 |
+
2024-05-24 08:00:29,954 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-24 08:00:30,557 - INFO - [6144/363571] Loss : 1.1572
|
| 389 |
+
2024-05-24 08:00:33,652 - INFO - Test loss : 0.6646
|
| 390 |
+
2024-05-24 08:00:33,653 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-24 08:00:34,128 - INFO - [6144/363571] Loss : 1.1482
|
| 393 |
+
2024-05-24 08:00:36,927 - INFO - Test loss : 0.6476
|
| 394 |
+
2024-05-24 08:00:36,928 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-24 08:00:37,413 - INFO - [6144/363571] Loss : 1.1419
|
| 397 |
+
2024-05-24 08:00:40,547 - INFO - Test loss : 0.6493
|
| 398 |
+
2024-05-24 08:00:40,548 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-24 08:00:41,028 - INFO - [6144/363571] Loss : 1.1435
|
| 401 |
+
2024-05-24 08:00:43,970 - INFO - Test loss : 0.6625
|
| 402 |
+
2024-05-24 08:00:43,970 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-24 08:00:44,511 - INFO - [6144/363571] Loss : 1.1358
|
| 405 |
+
2024-05-24 08:00:47,345 - INFO - Test loss : 0.6661
|
| 406 |
+
2024-05-24 08:00:47,950 - INFO - (53041,)
|
| 407 |
+
2024-05-24 08:00:48,104 - INFO - Split ID: 0
|
| 408 |
+
2024-05-24 08:00:48,123 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 20.08
|
| 409 |
+
2024-05-24 08:00:48,124 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 33.56
|
| 410 |
+
2024-05-24 08:00:48,126 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 41.21
|
| 411 |
+
2024-05-24 08:00:48,128 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 55.57
|
| 412 |
+
2024-05-24 08:00:48,135 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-24 08:00:48,141 - INFO - (53041,)
|
| 415 |
+
2024-05-24 08:00:48,296 - INFO - Split ID: 0
|
| 416 |
+
2024-05-24 08:00:48,296 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 417 |
+
2024-05-24 08:00:48,297 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 418 |
+
2024-05-24 08:00:48,297 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 419 |
+
2024-05-24 08:00:48,297 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 420 |
+
2024-05-24 08:01:12,126 - INFO - Split ID: 0
|
| 421 |
+
2024-05-24 08:01:12,126 - INFO - Top 1 (Epoch 70)acc (%): 70.86
|
| 422 |
+
2024-05-24 08:01:12,126 - INFO - Top 3 (Epoch 70)acc (%): 85.55
|
| 423 |
+
2024-05-24 08:01:12,126 - INFO - Top 5 (Epoch 70)acc (%): 90.07
|
| 424 |
+
2024-05-24 08:01:12,126 - INFO - Top 10 (Epoch 70)acc (%): 94.86
|
| 425 |
+
2024-05-24 08:01:12,127 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-24 08:01:12,502 - INFO - [6144/363571] Loss : 1.1405
|
| 428 |
+
2024-05-24 08:01:15,570 - INFO - Test loss : 0.6725
|
| 429 |
+
2024-05-24 08:01:15,570 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-24 08:01:16,164 - INFO - [6144/363571] Loss : 1.1298
|
| 432 |
+
2024-05-24 08:01:19,114 - INFO - Test loss : 0.6688
|
| 433 |
+
2024-05-24 08:01:19,114 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-24 08:01:19,503 - INFO - [6144/363571] Loss : 1.1302
|
| 436 |
+
2024-05-24 08:01:22,547 - INFO - Test loss : 0.6766
|
| 437 |
+
2024-05-24 08:01:22,547 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-24 08:01:23,054 - INFO - [6144/363571] Loss : 1.1475
|
| 440 |
+
2024-05-24 08:01:26,096 - INFO - Test loss : 0.6765
|
| 441 |
+
2024-05-24 08:01:26,096 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-24 08:01:26,668 - INFO - [6144/363571] Loss : 1.1241
|
| 444 |
+
2024-05-24 08:01:29,281 - INFO - Test loss : 0.6652
|
| 445 |
+
2024-05-24 08:01:29,282 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-24 08:01:29,710 - INFO - [6144/363571] Loss : 1.1253
|
| 448 |
+
2024-05-24 08:01:32,802 - INFO - Test loss : 0.6555
|
| 449 |
+
2024-05-24 08:01:32,803 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-24 08:01:33,408 - INFO - [6144/363571] Loss : 1.1240
|
| 452 |
+
2024-05-24 08:01:36,238 - INFO - Test loss : 0.6635
|
| 453 |
+
2024-05-24 08:01:36,239 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-24 08:01:36,844 - INFO - [6144/363571] Loss : 1.1310
|
| 456 |
+
2024-05-24 08:01:39,589 - INFO - Test loss : 0.6650
|
| 457 |
+
2024-05-24 08:01:39,589 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-24 08:01:40,191 - INFO - [6144/363571] Loss : 1.1282
|
| 460 |
+
2024-05-24 08:01:43,265 - INFO - Test loss : 0.6677
|
| 461 |
+
2024-05-24 08:01:43,265 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-24 08:01:43,644 - INFO - [6144/363571] Loss : 1.1177
|
| 464 |
+
2024-05-24 08:01:46,794 - INFO - Test loss : 0.6694
|
| 465 |
+
2024-05-24 08:01:47,314 - INFO - (53041,)
|
| 466 |
+
2024-05-24 08:01:47,466 - INFO - Split ID: 0
|
| 467 |
+
2024-05-24 08:01:47,485 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 19.68
|
| 468 |
+
2024-05-24 08:01:47,487 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 34.04
|
| 469 |
+
2024-05-24 08:01:47,489 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 41.45
|
| 470 |
+
2024-05-24 08:01:47,491 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 55.86
|
| 471 |
+
2024-05-24 08:01:47,498 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-24 08:01:47,504 - INFO - (53041,)
|
| 474 |
+
2024-05-24 08:01:47,658 - INFO - Split ID: 0
|
| 475 |
+
2024-05-24 08:01:47,659 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 476 |
+
2024-05-24 08:01:47,659 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 477 |
+
2024-05-24 08:01:47,659 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 478 |
+
2024-05-24 08:01:47,659 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 479 |
+
2024-05-24 08:02:11,302 - INFO - Split ID: 0
|
| 480 |
+
2024-05-24 08:02:11,302 - INFO - Top 1 (Epoch 80)acc (%): 70.88
|
| 481 |
+
2024-05-24 08:02:11,302 - INFO - Top 3 (Epoch 80)acc (%): 85.54
|
| 482 |
+
2024-05-24 08:02:11,302 - INFO - Top 5 (Epoch 80)acc (%): 90.1
|
| 483 |
+
2024-05-24 08:02:11,302 - INFO - Top 10 (Epoch 80)acc (%): 94.91
|
| 484 |
+
2024-05-24 08:02:11,303 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-24 08:02:11,685 - INFO - [6144/363571] Loss : 1.1359
|
| 487 |
+
2024-05-24 08:02:14,717 - INFO - Test loss : 0.6592
|
| 488 |
+
2024-05-24 08:02:14,717 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-24 08:02:15,144 - INFO - [6144/363571] Loss : 1.1245
|
| 491 |
+
2024-05-24 08:02:18,224 - INFO - Test loss : 0.6548
|
| 492 |
+
2024-05-24 08:02:18,224 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-24 08:02:18,620 - INFO - [6144/363571] Loss : 1.1260
|
| 495 |
+
2024-05-24 08:02:21,504 - INFO - Test loss : 0.6576
|
| 496 |
+
2024-05-24 08:02:21,505 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-24 08:02:22,006 - INFO - [6144/363571] Loss : 1.1302
|
| 499 |
+
2024-05-24 08:02:25,053 - INFO - Test loss : 0.6478
|
| 500 |
+
2024-05-24 08:02:25,053 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-24 08:02:25,638 - INFO - [6144/363571] Loss : 1.1279
|
| 503 |
+
2024-05-24 08:02:28,705 - INFO - Test loss : 0.6387
|
| 504 |
+
2024-05-24 08:02:28,706 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-24 08:02:29,100 - INFO - [6144/363571] Loss : 1.1106
|
| 507 |
+
2024-05-24 08:02:32,040 - INFO - Test loss : 0.6395
|
| 508 |
+
2024-05-24 08:02:32,040 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-24 08:02:32,633 - INFO - [6144/363571] Loss : 1.1191
|
| 511 |
+
2024-05-24 08:02:35,662 - INFO - Test loss : 0.6506
|
| 512 |
+
2024-05-24 08:02:35,662 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-24 08:02:36,088 - INFO - [6144/363571] Loss : 1.1150
|
| 515 |
+
2024-05-24 08:02:39,293 - INFO - Test loss : 0.6550
|
| 516 |
+
2024-05-24 08:02:39,294 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-24 08:02:39,668 - INFO - [6144/363571] Loss : 1.1213
|
| 519 |
+
2024-05-24 08:02:42,528 - INFO - Test loss : 0.6539
|
| 520 |
+
2024-05-24 08:02:42,529 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-24 08:02:43,125 - INFO - [6144/363571] Loss : 1.1183
|
| 523 |
+
2024-05-24 08:02:46,356 - INFO - Test loss : 0.6581
|
| 524 |
+
2024-05-24 08:02:46,929 - INFO - (53041,)
|
| 525 |
+
2024-05-24 08:02:47,081 - INFO - Split ID: 0
|
| 526 |
+
2024-05-24 08:02:47,099 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 20.27
|
| 527 |
+
2024-05-24 08:02:47,101 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 34.67
|
| 528 |
+
2024-05-24 08:02:47,103 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 41.98
|
| 529 |
+
2024-05-24 08:02:47,105 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 56.49
|
| 530 |
+
2024-05-24 08:02:47,112 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-24 08:02:47,118 - INFO - (53041,)
|
| 533 |
+
2024-05-24 08:02:47,274 - INFO - Split ID: 0
|
| 534 |
+
2024-05-24 08:02:47,274 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 535 |
+
2024-05-24 08:02:47,274 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 536 |
+
2024-05-24 08:02:47,274 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 537 |
+
2024-05-24 08:02:47,274 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 538 |
+
2024-05-24 08:03:10,950 - INFO - Split ID: 0
|
| 539 |
+
2024-05-24 08:03:10,951 - INFO - Top 1 (Epoch 90)acc (%): 70.89
|
| 540 |
+
2024-05-24 08:03:10,951 - INFO - Top 3 (Epoch 90)acc (%): 85.55
|
| 541 |
+
2024-05-24 08:03:10,951 - INFO - Top 5 (Epoch 90)acc (%): 90.09
|
| 542 |
+
2024-05-24 08:03:10,951 - INFO - Top 10 (Epoch 90)acc (%): 94.9
|
| 543 |
+
2024-05-24 08:03:10,952 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-24 08:03:11,436 - INFO - [6144/363571] Loss : 1.1171
|
| 546 |
+
2024-05-24 08:03:14,455 - INFO - Test loss : 0.6626
|
| 547 |
+
2024-05-24 08:03:14,455 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-24 08:03:14,927 - INFO - [6144/363571] Loss : 1.1110
|
| 550 |
+
2024-05-24 08:03:18,019 - INFO - Test loss : 0.6705
|
| 551 |
+
2024-05-24 08:03:18,019 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-24 08:03:18,494 - INFO - [6144/363571] Loss : 1.1155
|
| 554 |
+
2024-05-24 08:03:21,252 - INFO - Test loss : 0.6597
|
| 555 |
+
2024-05-24 08:03:21,252 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-24 08:03:21,796 - INFO - [6144/363571] Loss : 1.1108
|
| 558 |
+
2024-05-24 08:03:24,878 - INFO - Test loss : 0.6569
|
| 559 |
+
2024-05-24 08:03:24,878 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-24 08:03:25,404 - INFO - [6144/363571] Loss : 1.1138
|
| 562 |
+
2024-05-24 08:03:28,346 - INFO - Test loss : 0.6612
|
| 563 |
+
2024-05-24 08:03:28,346 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-24 08:03:28,832 - INFO - [6144/363571] Loss : 1.1150
|
| 566 |
+
2024-05-24 08:03:31,726 - INFO - Test loss : 0.6628
|
| 567 |
+
2024-05-24 08:03:31,726 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-24 08:03:32,209 - INFO - [6144/363571] Loss : 1.1004
|
| 570 |
+
2024-05-24 08:03:35,198 - INFO - Test loss : 0.6620
|
| 571 |
+
2024-05-24 08:03:35,198 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-24 08:03:35,687 - INFO - [6144/363571] Loss : 1.1154
|
| 574 |
+
2024-05-24 08:03:38,859 - INFO - Test loss : 0.6598
|
| 575 |
+
2024-05-24 08:03:38,860 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-24 08:03:39,455 - INFO - [6144/363571] Loss : 1.1100
|
| 578 |
+
2024-05-24 08:03:42,084 - INFO - Test loss : 0.6540
|
| 579 |
+
2024-05-24 08:03:42,084 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 580 |
+
2024-05-24 08:03:42,156 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 581 |
+
2024-05-24 08:03:42,166 - INFO -
|
| 582 |
+
No prior
|
| 583 |
+
2024-05-24 08:03:42,172 - INFO - (53041,)
|
| 584 |
+
2024-05-24 08:03:42,329 - INFO - Split ID: 0
|
| 585 |
+
2024-05-24 08:03:42,329 - INFO - Top 1 acc (%): 69.83
|
| 586 |
+
2024-05-24 08:03:42,329 - INFO - Top 3 acc (%): 84.61
|
| 587 |
+
2024-05-24 08:03:42,329 - INFO - Top 5 acc (%): 89.23
|
| 588 |
+
2024-05-24 08:03:42,329 - INFO - Top 10 acc (%): 94.29
|
| 589 |
+
2024-05-24 08:04:06,188 - INFO - Split ID: 0
|
| 590 |
+
2024-05-24 08:04:06,188 - INFO - Top 1 acc (%): 70.93
|
| 591 |
+
2024-05-24 08:04:06,188 - INFO - Top 3 acc (%): 85.59
|
| 592 |
+
2024-05-24 08:04:06,188 - INFO - Top 5 acc (%): 90.14
|
| 593 |
+
2024-05-24 08:04:06,189 - INFO - Top 10 acc (%): 94.93
|
| 594 |
+
2024-05-24 08:04:06,191 - INFO -
|
| 595 |
+
Sphere2Vec-sphereM
|
| 596 |
+
2024-05-24 08:04:06,191 - INFO - Model : model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 597 |
+
2024-05-24 08:04:06,689 - INFO - (53041,)
|
| 598 |
+
2024-05-24 08:04:06,841 - INFO - Split ID: 0
|
| 599 |
+
2024-05-24 08:04:06,859 - INFO - Top 1 LocEnc acc (%): 20.09
|
| 600 |
+
2024-05-24 08:04:06,861 - INFO - Top 3 LocEnc acc (%): 34.17
|
| 601 |
+
2024-05-24 08:04:06,863 - INFO - Top 5 LocEnc acc (%): 42.22
|
| 602 |
+
2024-05-24 08:04:06,865 - INFO - Top 10 LocEnc acc (%): 56.33
|
| 603 |
+
2024-05-30 19:31:29,010 - INFO -
|
| 604 |
+
num_classes 62
|
| 605 |
+
2024-05-30 19:31:29,043 - INFO - num train 363571
|
| 606 |
+
2024-05-30 19:31:29,043 - INFO - num val 53041
|
| 607 |
+
2024-05-30 19:31:29,043 - INFO - train loss full_loss
|
| 608 |
+
2024-05-30 19:31:29,043 - INFO - model name ../models/sphere2vec_sphereM/model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 609 |
+
2024-05-30 19:31:29,043 - INFO - num users 1
|
| 610 |
+
2024-05-30 19:31:29,281 - INFO -
|
| 611 |
+
Only Sphere2Vec-sphereM
|
| 612 |
+
2024-05-30 19:31:29,281 - INFO - Model : model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 613 |
+
2024-05-30 19:31:29,361 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 614 |
+
2024-05-30 19:31:29,402 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 615 |
+
2024-05-30 19:31:29,423 - INFO -
|
| 616 |
+
No prior
|
| 617 |
+
2024-05-30 19:31:29,438 - INFO - (53041,)
|
| 618 |
+
2024-05-30 19:31:30,404 - INFO - Save results to ../eval_results/eval_fmow__val_no_prior.csv
|
| 619 |
+
2024-05-30 19:31:30,404 - INFO - Split ID: 0
|
| 620 |
+
2024-05-30 19:31:30,405 - INFO - Top 1 acc (%): 69.83
|
| 621 |
+
2024-05-30 19:31:30,405 - INFO - Top 3 acc (%): 84.61
|
| 622 |
+
2024-05-30 19:31:30,405 - INFO - Top 5 acc (%): 89.23
|
| 623 |
+
2024-05-30 19:31:30,405 - INFO - Top 10 acc (%): 94.29
|
| 624 |
+
2024-05-30 19:32:02,049 - INFO - Split ID: 0
|
| 625 |
+
2024-05-30 19:32:02,049 - INFO - Top 1 hit (%): 70.93
|
| 626 |
+
2024-05-30 19:32:02,049 - INFO - Top 3 hit (%): 85.59
|
| 627 |
+
2024-05-30 19:32:02,049 - INFO - Top 5 hit (%): 90.14
|
| 628 |
+
2024-05-30 19:32:02,049 - INFO - Top 10 hit (%): 94.93
|
| 629 |
+
2024-05-30 19:32:02,063 - INFO -
|
| 630 |
+
Only Sphere2Vec-sphereM
|
| 631 |
+
2024-05-30 19:32:02,063 - INFO - Model : model_fmow_Sphere2Vec-sphereM_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
|
| 632 |
+
2024-05-30 19:32:02,553 - INFO - (53041,)
|
| 633 |
+
2024-05-30 19:32:02,706 - INFO - Split ID: 0
|
| 634 |
+
2024-05-30 19:32:02,726 - INFO - Top 1 LocEnc acc (%): 20.09
|
| 635 |
+
2024-05-30 19:32:02,728 - INFO - Top 3 LocEnc acc (%): 34.17
|
| 636 |
+
2024-05-30 19:32:02,731 - INFO - Top 5 LocEnc acc (%): 42.22
|
| 637 |
+
2024-05-30 19:32:02,733 - INFO - Top 10 LocEnc acc (%): 56.33
|