Upload data/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.log with huggingface_hub
Browse files
data/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.log
ADDED
|
@@ -0,0 +1,760 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2024-05-20 17:47:11,971 - INFO -
|
| 2 |
+
num_classes 500
|
| 3 |
+
2024-05-20 17:47:11,971 - INFO - num train 19133
|
| 4 |
+
2024-05-20 17:47:11,971 - INFO - num val 443
|
| 5 |
+
2024-05-20 17:47:11,971 - INFO - train loss full_loss
|
| 6 |
+
2024-05-20 17:47:11,971 - INFO - model name ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 7 |
+
2024-05-20 17:47:11,971 - INFO - num users 2872
|
| 8 |
+
2024-05-20 17:47:11,971 - INFO - meta data orig_meta
|
| 9 |
+
2024-05-20 17:47:12,173 - INFO -
|
| 10 |
+
Epoch 0
|
| 11 |
+
2024-05-20 17:47:21,543 - INFO - [18432/19133] Loss : 1.6832
|
| 12 |
+
2024-05-20 17:47:21,753 - INFO - Test loss : 0.8152
|
| 13 |
+
2024-05-20 17:47:21,753 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-20 17:47:30,526 - INFO - [18432/19133] Loss : 1.4002
|
| 16 |
+
2024-05-20 17:47:30,730 - INFO - Test loss : 0.7053
|
| 17 |
+
2024-05-20 17:47:30,730 - INFO -
|
| 18 |
+
Epoch 2
|
| 19 |
+
2024-05-20 17:47:40,036 - INFO - [18432/19133] Loss : 1.3258
|
| 20 |
+
2024-05-20 17:47:40,254 - INFO - Test loss : 0.6400
|
| 21 |
+
2024-05-20 17:47:40,254 - INFO -
|
| 22 |
+
Epoch 3
|
| 23 |
+
2024-05-20 17:47:48,995 - INFO - [18432/19133] Loss : 1.2163
|
| 24 |
+
2024-05-20 17:47:49,212 - INFO - Test loss : 0.5191
|
| 25 |
+
2024-05-20 17:47:49,212 - INFO -
|
| 26 |
+
Epoch 4
|
| 27 |
+
2024-05-20 17:47:57,295 - INFO - [18432/19133] Loss : 1.1351
|
| 28 |
+
2024-05-20 17:47:57,537 - INFO - Test loss : 0.5068
|
| 29 |
+
2024-05-20 17:47:57,537 - INFO -
|
| 30 |
+
Epoch 5
|
| 31 |
+
2024-05-20 17:48:07,695 - INFO - [18432/19133] Loss : 1.0971
|
| 32 |
+
2024-05-20 17:48:07,902 - INFO - Test loss : 0.5034
|
| 33 |
+
2024-05-20 17:48:07,902 - INFO -
|
| 34 |
+
Epoch 6
|
| 35 |
+
2024-05-20 17:48:17,148 - INFO - [18432/19133] Loss : 1.0753
|
| 36 |
+
2024-05-20 17:48:17,365 - INFO - Test loss : 0.4888
|
| 37 |
+
2024-05-20 17:48:17,365 - INFO -
|
| 38 |
+
Epoch 7
|
| 39 |
+
2024-05-20 17:48:26,158 - INFO - [18432/19133] Loss : 1.0594
|
| 40 |
+
2024-05-20 17:48:26,375 - INFO - Test loss : 0.5058
|
| 41 |
+
2024-05-20 17:48:26,375 - INFO -
|
| 42 |
+
Epoch 8
|
| 43 |
+
2024-05-20 17:48:35,619 - INFO - [18432/19133] Loss : 1.0445
|
| 44 |
+
2024-05-20 17:48:35,829 - INFO - Test loss : 0.4817
|
| 45 |
+
2024-05-20 17:48:35,829 - INFO -
|
| 46 |
+
Epoch 9
|
| 47 |
+
2024-05-20 17:48:44,599 - INFO - [18432/19133] Loss : 1.0346
|
| 48 |
+
2024-05-20 17:48:44,817 - INFO - Test loss : 0.4911
|
| 49 |
+
2024-05-20 17:48:44,817 - INFO -
|
| 50 |
+
Epoch 10
|
| 51 |
+
2024-05-20 17:48:54,068 - INFO - [18432/19133] Loss : 1.0210
|
| 52 |
+
2024-05-20 17:48:54,285 - INFO - Test loss : 0.4881
|
| 53 |
+
2024-05-20 17:48:54,293 - INFO - (443,)
|
| 54 |
+
2024-05-20 17:48:54,310 - INFO - Split ID: 0
|
| 55 |
+
2024-05-20 17:48:54,310 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 2.26
|
| 56 |
+
2024-05-20 17:48:54,310 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 8.13
|
| 57 |
+
2024-05-20 17:48:54,310 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 10.38
|
| 58 |
+
2024-05-20 17:48:54,310 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 15.58
|
| 59 |
+
2024-05-20 17:48:54,311 - INFO -
|
| 60 |
+
No prior
|
| 61 |
+
2024-05-20 17:48:54,312 - INFO - (2262,)
|
| 62 |
+
2024-05-20 17:48:54,363 - INFO - Split ID: 0
|
| 63 |
+
2024-05-20 17:48:54,363 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 64 |
+
2024-05-20 17:48:54,363 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 65 |
+
2024-05-20 17:48:54,363 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 66 |
+
2024-05-20 17:48:54,363 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 67 |
+
2024-05-20 17:48:55,048 - INFO - Split ID: 0
|
| 68 |
+
2024-05-20 17:48:55,048 - INFO - Top 1 (Epoch 10)acc (%): 71.49
|
| 69 |
+
2024-05-20 17:48:55,050 - INFO - Top 3 (Epoch 10)acc (%): 86.56
|
| 70 |
+
2024-05-20 17:48:55,050 - INFO - Top 5 (Epoch 10)acc (%): 90.14
|
| 71 |
+
2024-05-20 17:48:55,050 - INFO - Top 10 (Epoch 10)acc (%): 93.28
|
| 72 |
+
2024-05-20 17:48:55,050 - INFO -
|
| 73 |
+
Epoch 11
|
| 74 |
+
2024-05-20 17:49:03,857 - INFO - [18432/19133] Loss : 1.0127
|
| 75 |
+
2024-05-20 17:49:04,063 - INFO - Test loss : 0.4965
|
| 76 |
+
2024-05-20 17:49:04,063 - INFO -
|
| 77 |
+
Epoch 12
|
| 78 |
+
2024-05-20 17:49:13,219 - INFO - [18432/19133] Loss : 1.0008
|
| 79 |
+
2024-05-20 17:49:13,436 - INFO - Test loss : 0.4849
|
| 80 |
+
2024-05-20 17:49:13,437 - INFO -
|
| 81 |
+
Epoch 13
|
| 82 |
+
2024-05-20 17:49:22,468 - INFO - [18432/19133] Loss : 0.9882
|
| 83 |
+
2024-05-20 17:49:22,674 - INFO - Test loss : 0.4999
|
| 84 |
+
2024-05-20 17:49:22,674 - INFO -
|
| 85 |
+
Epoch 14
|
| 86 |
+
2024-05-20 17:49:31,924 - INFO - [18432/19133] Loss : 0.9806
|
| 87 |
+
2024-05-20 17:49:32,133 - INFO - Test loss : 0.4920
|
| 88 |
+
2024-05-20 17:49:32,133 - INFO -
|
| 89 |
+
Epoch 15
|
| 90 |
+
2024-05-20 17:49:40,929 - INFO - [18432/19133] Loss : 0.9721
|
| 91 |
+
2024-05-20 17:49:41,146 - INFO - Test loss : 0.5046
|
| 92 |
+
2024-05-20 17:49:41,146 - INFO -
|
| 93 |
+
Epoch 16
|
| 94 |
+
2024-05-20 17:49:50,384 - INFO - [18432/19133] Loss : 0.9642
|
| 95 |
+
2024-05-20 17:49:50,591 - INFO - Test loss : 0.5042
|
| 96 |
+
2024-05-20 17:49:50,591 - INFO -
|
| 97 |
+
Epoch 17
|
| 98 |
+
2024-05-20 17:49:59,377 - INFO - [18432/19133] Loss : 0.9578
|
| 99 |
+
2024-05-20 17:49:59,594 - INFO - Test loss : 0.5021
|
| 100 |
+
2024-05-20 17:49:59,594 - INFO -
|
| 101 |
+
Epoch 18
|
| 102 |
+
2024-05-20 17:50:08,896 - INFO - [18432/19133] Loss : 0.9500
|
| 103 |
+
2024-05-20 17:50:09,099 - INFO - Test loss : 0.5064
|
| 104 |
+
2024-05-20 17:50:09,100 - INFO -
|
| 105 |
+
Epoch 19
|
| 106 |
+
2024-05-20 17:50:17,835 - INFO - [18432/19133] Loss : 0.9466
|
| 107 |
+
2024-05-20 17:50:18,044 - INFO - Test loss : 0.5012
|
| 108 |
+
2024-05-20 17:50:18,044 - INFO -
|
| 109 |
+
Epoch 20
|
| 110 |
+
2024-05-20 17:50:27,316 - INFO - [18432/19133] Loss : 0.9400
|
| 111 |
+
2024-05-20 17:50:27,526 - INFO - Test loss : 0.5138
|
| 112 |
+
2024-05-20 17:50:27,529 - INFO - (443,)
|
| 113 |
+
2024-05-20 17:50:27,544 - INFO - Split ID: 0
|
| 114 |
+
2024-05-20 17:50:27,544 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.93
|
| 115 |
+
2024-05-20 17:50:27,544 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 8.8
|
| 116 |
+
2024-05-20 17:50:27,545 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 11.51
|
| 117 |
+
2024-05-20 17:50:27,545 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 17.38
|
| 118 |
+
2024-05-20 17:50:27,545 - INFO -
|
| 119 |
+
No prior
|
| 120 |
+
2024-05-20 17:50:27,545 - INFO - (2262,)
|
| 121 |
+
2024-05-20 17:50:27,595 - INFO - Split ID: 0
|
| 122 |
+
2024-05-20 17:50:27,595 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 123 |
+
2024-05-20 17:50:27,595 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 124 |
+
2024-05-20 17:50:27,595 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 125 |
+
2024-05-20 17:50:27,595 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 126 |
+
2024-05-20 17:50:28,278 - INFO - Split ID: 0
|
| 127 |
+
2024-05-20 17:50:28,278 - INFO - Top 1 (Epoch 20)acc (%): 71.88
|
| 128 |
+
2024-05-20 17:50:28,278 - INFO - Top 3 (Epoch 20)acc (%): 86.87
|
| 129 |
+
2024-05-20 17:50:28,278 - INFO - Top 5 (Epoch 20)acc (%): 90.1
|
| 130 |
+
2024-05-20 17:50:28,278 - INFO - Top 10 (Epoch 20)acc (%): 93.28
|
| 131 |
+
2024-05-20 17:50:28,278 - INFO -
|
| 132 |
+
Epoch 21
|
| 133 |
+
2024-05-20 17:50:37,267 - INFO - [18432/19133] Loss : 0.9342
|
| 134 |
+
2024-05-20 17:50:37,474 - INFO - Test loss : 0.5076
|
| 135 |
+
2024-05-20 17:50:37,474 - INFO -
|
| 136 |
+
Epoch 22
|
| 137 |
+
2024-05-20 17:50:46,725 - INFO - [18432/19133] Loss : 0.9314
|
| 138 |
+
2024-05-20 17:50:46,976 - INFO - Test loss : 0.5313
|
| 139 |
+
2024-05-20 17:50:46,976 - INFO -
|
| 140 |
+
Epoch 23
|
| 141 |
+
2024-05-20 17:50:56,284 - INFO - [18432/19133] Loss : 0.9261
|
| 142 |
+
2024-05-20 17:50:56,490 - INFO - Test loss : 0.5237
|
| 143 |
+
2024-05-20 17:50:56,491 - INFO -
|
| 144 |
+
Epoch 24
|
| 145 |
+
2024-05-20 17:51:05,275 - INFO - [18432/19133] Loss : 0.9220
|
| 146 |
+
2024-05-20 17:51:05,483 - INFO - Test loss : 0.5226
|
| 147 |
+
2024-05-20 17:51:05,483 - INFO -
|
| 148 |
+
Epoch 25
|
| 149 |
+
2024-05-20 17:51:14,780 - INFO - [18432/19133] Loss : 0.9199
|
| 150 |
+
2024-05-20 17:51:14,997 - INFO - Test loss : 0.5252
|
| 151 |
+
2024-05-20 17:51:14,997 - INFO -
|
| 152 |
+
Epoch 26
|
| 153 |
+
2024-05-20 17:51:23,679 - INFO - [18432/19133] Loss : 0.9135
|
| 154 |
+
2024-05-20 17:51:23,897 - INFO - Test loss : 0.5280
|
| 155 |
+
2024-05-20 17:51:23,897 - INFO -
|
| 156 |
+
Epoch 27
|
| 157 |
+
2024-05-20 17:51:33,136 - INFO - [18432/19133] Loss : 0.9098
|
| 158 |
+
2024-05-20 17:51:33,353 - INFO - Test loss : 0.5412
|
| 159 |
+
2024-05-20 17:51:33,353 - INFO -
|
| 160 |
+
Epoch 28
|
| 161 |
+
2024-05-20 17:51:42,055 - INFO - [18432/19133] Loss : 0.9046
|
| 162 |
+
2024-05-20 17:51:42,273 - INFO - Test loss : 0.5448
|
| 163 |
+
2024-05-20 17:51:42,273 - INFO -
|
| 164 |
+
Epoch 29
|
| 165 |
+
2024-05-20 17:51:51,505 - INFO - [18432/19133] Loss : 0.9030
|
| 166 |
+
2024-05-20 17:51:51,721 - INFO - Test loss : 0.5418
|
| 167 |
+
2024-05-20 17:51:51,721 - INFO - Saving output model to ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 168 |
+
2024-05-20 17:51:51,740 - INFO - Saving output model to ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 169 |
+
2024-05-20 17:51:51,785 - INFO -
|
| 170 |
+
No prior
|
| 171 |
+
2024-05-20 17:51:51,787 - INFO - (2262,)
|
| 172 |
+
2024-05-20 17:51:51,836 - INFO - Split ID: 0
|
| 173 |
+
2024-05-20 17:51:51,837 - INFO - Top 1 acc (%): 70.07
|
| 174 |
+
2024-05-20 17:51:51,837 - INFO - Top 3 acc (%): 86.6
|
| 175 |
+
2024-05-20 17:51:51,837 - INFO - Top 5 acc (%): 90.05
|
| 176 |
+
2024-05-20 17:51:51,837 - INFO - Top 10 acc (%): 92.88
|
| 177 |
+
2024-05-20 17:51:52,530 - INFO - Split ID: 0
|
| 178 |
+
2024-05-20 17:51:52,530 - INFO - Top 1 acc (%): 72.06
|
| 179 |
+
2024-05-20 17:51:52,530 - INFO - Top 3 acc (%): 86.83
|
| 180 |
+
2024-05-20 17:51:52,530 - INFO - Top 5 acc (%): 89.96
|
| 181 |
+
2024-05-20 17:51:52,530 - INFO - Top 10 acc (%): 93.37
|
| 182 |
+
2024-05-20 17:51:52,530 - INFO -
|
| 183 |
+
wrap
|
| 184 |
+
2024-05-20 17:51:52,530 - INFO - Model : model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 185 |
+
2024-05-20 17:51:52,550 - INFO - (443,)
|
| 186 |
+
2024-05-20 17:51:52,565 - INFO - Split ID: 0
|
| 187 |
+
2024-05-20 17:51:52,565 - INFO - Top 1 LocEnc acc (%): 3.39
|
| 188 |
+
2024-05-20 17:51:52,565 - INFO - Top 3 LocEnc acc (%): 8.58
|
| 189 |
+
2024-05-20 17:51:52,565 - INFO - Top 5 LocEnc acc (%): 12.19
|
| 190 |
+
2024-05-20 17:51:52,565 - INFO - Top 10 LocEnc acc (%): 18.06
|
| 191 |
+
2024-05-25 11:59:17,134 - INFO -
|
| 192 |
+
num_classes 500
|
| 193 |
+
2024-05-25 11:59:17,165 - INFO - num train 19133
|
| 194 |
+
2024-05-25 11:59:17,165 - INFO - num val 443
|
| 195 |
+
2024-05-25 11:59:17,165 - INFO - train loss full_loss
|
| 196 |
+
2024-05-25 11:59:17,165 - INFO - model name ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 197 |
+
2024-05-25 11:59:17,165 - INFO - num users 2872
|
| 198 |
+
2024-05-25 11:59:17,165 - INFO - meta data orig_meta
|
| 199 |
+
2024-05-25 11:59:18,045 - INFO -
|
| 200 |
+
Epoch 0
|
| 201 |
+
2024-05-25 11:59:19,786 - INFO - [18432/19133] Loss : 1.6953
|
| 202 |
+
2024-05-25 11:59:19,807 - INFO - Test loss : 0.8172
|
| 203 |
+
2024-05-25 11:59:19,807 - INFO -
|
| 204 |
+
Epoch 1
|
| 205 |
+
2024-05-25 11:59:20,983 - INFO - [18432/19133] Loss : 1.3941
|
| 206 |
+
2024-05-25 11:59:21,004 - INFO - Test loss : 0.7088
|
| 207 |
+
2024-05-25 11:59:21,004 - INFO -
|
| 208 |
+
Epoch 2
|
| 209 |
+
2024-05-25 11:59:22,354 - INFO - [18432/19133] Loss : 1.3159
|
| 210 |
+
2024-05-25 11:59:22,375 - INFO - Test loss : 0.6514
|
| 211 |
+
2024-05-25 11:59:22,376 - INFO -
|
| 212 |
+
Epoch 3
|
| 213 |
+
2024-05-25 11:59:23,654 - INFO - [18432/19133] Loss : 1.2064
|
| 214 |
+
2024-05-25 11:59:23,675 - INFO - Test loss : 0.5159
|
| 215 |
+
2024-05-25 11:59:23,675 - INFO -
|
| 216 |
+
Epoch 4
|
| 217 |
+
2024-05-25 11:59:24,855 - INFO - [18432/19133] Loss : 1.1317
|
| 218 |
+
2024-05-25 11:59:24,875 - INFO - Test loss : 0.5071
|
| 219 |
+
2024-05-25 11:59:24,876 - INFO -
|
| 220 |
+
Epoch 5
|
| 221 |
+
2024-05-25 11:59:25,949 - INFO - [18432/19133] Loss : 1.0993
|
| 222 |
+
2024-05-25 11:59:25,970 - INFO - Test loss : 0.4972
|
| 223 |
+
2024-05-25 11:59:25,970 - INFO -
|
| 224 |
+
Epoch 6
|
| 225 |
+
2024-05-25 11:59:26,999 - INFO - [18432/19133] Loss : 1.0734
|
| 226 |
+
2024-05-25 11:59:27,020 - INFO - Test loss : 0.4985
|
| 227 |
+
2024-05-25 11:59:27,020 - INFO -
|
| 228 |
+
Epoch 7
|
| 229 |
+
2024-05-25 11:59:28,301 - INFO - [18432/19133] Loss : 1.0579
|
| 230 |
+
2024-05-25 11:59:28,322 - INFO - Test loss : 0.5044
|
| 231 |
+
2024-05-25 11:59:28,322 - INFO -
|
| 232 |
+
Epoch 8
|
| 233 |
+
2024-05-25 11:59:29,495 - INFO - [18432/19133] Loss : 1.0437
|
| 234 |
+
2024-05-25 11:59:29,516 - INFO - Test loss : 0.4904
|
| 235 |
+
2024-05-25 11:59:29,516 - INFO -
|
| 236 |
+
Epoch 9
|
| 237 |
+
2024-05-25 11:59:30,689 - INFO - [18432/19133] Loss : 1.0324
|
| 238 |
+
2024-05-25 11:59:30,925 - INFO - Test loss : 0.5005
|
| 239 |
+
2024-05-25 11:59:30,925 - INFO -
|
| 240 |
+
Epoch 10
|
| 241 |
+
2024-05-25 11:59:32,177 - INFO - [18432/19133] Loss : 1.0212
|
| 242 |
+
2024-05-25 11:59:32,198 - INFO - Test loss : 0.4905
|
| 243 |
+
2024-05-25 11:59:32,212 - INFO - (443,)
|
| 244 |
+
2024-05-25 11:59:32,229 - INFO - Split ID: 0
|
| 245 |
+
2024-05-25 11:59:32,229 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.81
|
| 246 |
+
2024-05-25 11:59:32,229 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 5.87
|
| 247 |
+
2024-05-25 11:59:32,229 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 10.61
|
| 248 |
+
2024-05-25 11:59:32,229 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 14.45
|
| 249 |
+
2024-05-25 11:59:32,229 - INFO -
|
| 250 |
+
No prior
|
| 251 |
+
2024-05-25 11:59:32,230 - INFO - (2262,)
|
| 252 |
+
2024-05-25 11:59:32,282 - INFO - Split ID: 0
|
| 253 |
+
2024-05-25 11:59:32,282 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 254 |
+
2024-05-25 11:59:32,282 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 255 |
+
2024-05-25 11:59:32,282 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 256 |
+
2024-05-25 11:59:32,282 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 257 |
+
2024-05-25 11:59:33,161 - INFO - Split ID: 0
|
| 258 |
+
2024-05-25 11:59:33,161 - INFO - Top 1 (Epoch 10)acc (%): 71.4
|
| 259 |
+
2024-05-25 11:59:33,161 - INFO - Top 3 (Epoch 10)acc (%): 86.74
|
| 260 |
+
2024-05-25 11:59:33,161 - INFO - Top 5 (Epoch 10)acc (%): 90.1
|
| 261 |
+
2024-05-25 11:59:33,161 - INFO - Top 10 (Epoch 10)acc (%): 93.32
|
| 262 |
+
2024-05-25 11:59:33,161 - INFO -
|
| 263 |
+
Epoch 11
|
| 264 |
+
2024-05-25 11:59:34,334 - INFO - [18432/19133] Loss : 1.0113
|
| 265 |
+
2024-05-25 11:59:34,355 - INFO - Test loss : 0.4961
|
| 266 |
+
2024-05-25 11:59:34,355 - INFO -
|
| 267 |
+
Epoch 12
|
| 268 |
+
2024-05-25 11:59:35,539 - INFO - [18432/19133] Loss : 0.9997
|
| 269 |
+
2024-05-25 11:59:35,560 - INFO - Test loss : 0.4998
|
| 270 |
+
2024-05-25 11:59:35,560 - INFO -
|
| 271 |
+
Epoch 13
|
| 272 |
+
2024-05-25 11:59:36,596 - INFO - [18432/19133] Loss : 0.9925
|
| 273 |
+
2024-05-25 11:59:36,617 - INFO - Test loss : 0.4928
|
| 274 |
+
2024-05-25 11:59:36,617 - INFO -
|
| 275 |
+
Epoch 14
|
| 276 |
+
2024-05-25 11:59:37,792 - INFO - [18432/19133] Loss : 0.9817
|
| 277 |
+
2024-05-25 11:59:37,813 - INFO - Test loss : 0.5034
|
| 278 |
+
2024-05-25 11:59:37,813 - INFO -
|
| 279 |
+
Epoch 15
|
| 280 |
+
2024-05-25 11:59:38,986 - INFO - [18432/19133] Loss : 0.9772
|
| 281 |
+
2024-05-25 11:59:39,007 - INFO - Test loss : 0.4978
|
| 282 |
+
2024-05-25 11:59:39,007 - INFO -
|
| 283 |
+
Epoch 16
|
| 284 |
+
2024-05-25 11:59:40,402 - INFO - [18432/19133] Loss : 0.9697
|
| 285 |
+
2024-05-25 11:59:40,423 - INFO - Test loss : 0.5012
|
| 286 |
+
2024-05-25 11:59:40,423 - INFO -
|
| 287 |
+
Epoch 17
|
| 288 |
+
2024-05-25 11:59:41,669 - INFO - [18432/19133] Loss : 0.9623
|
| 289 |
+
2024-05-25 11:59:41,690 - INFO - Test loss : 0.4967
|
| 290 |
+
2024-05-25 11:59:41,690 - INFO -
|
| 291 |
+
Epoch 18
|
| 292 |
+
2024-05-25 11:59:42,867 - INFO - [18432/19133] Loss : 0.9565
|
| 293 |
+
2024-05-25 11:59:42,888 - INFO - Test loss : 0.5013
|
| 294 |
+
2024-05-25 11:59:42,888 - INFO -
|
| 295 |
+
Epoch 19
|
| 296 |
+
2024-05-25 11:59:44,274 - INFO - [18432/19133] Loss : 0.9490
|
| 297 |
+
2024-05-25 11:59:44,295 - INFO - Test loss : 0.5008
|
| 298 |
+
2024-05-25 11:59:44,295 - INFO -
|
| 299 |
+
Epoch 20
|
| 300 |
+
2024-05-25 11:59:45,657 - INFO - [18432/19133] Loss : 0.9462
|
| 301 |
+
2024-05-25 11:59:45,678 - INFO - Test loss : 0.5048
|
| 302 |
+
2024-05-25 11:59:45,680 - INFO - (443,)
|
| 303 |
+
2024-05-25 11:59:45,695 - INFO - Split ID: 0
|
| 304 |
+
2024-05-25 11:59:45,695 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.74
|
| 305 |
+
2024-05-25 11:59:45,695 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 7.45
|
| 306 |
+
2024-05-25 11:59:45,695 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 10.84
|
| 307 |
+
2024-05-25 11:59:45,695 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 17.16
|
| 308 |
+
2024-05-25 11:59:45,695 - INFO -
|
| 309 |
+
No prior
|
| 310 |
+
2024-05-25 11:59:45,696 - INFO - (2262,)
|
| 311 |
+
2024-05-25 11:59:45,746 - INFO - Split ID: 0
|
| 312 |
+
2024-05-25 11:59:45,747 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 313 |
+
2024-05-25 11:59:45,747 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 314 |
+
2024-05-25 11:59:45,747 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 315 |
+
2024-05-25 11:59:45,747 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 316 |
+
2024-05-25 11:59:46,424 - INFO - Split ID: 0
|
| 317 |
+
2024-05-25 11:59:46,424 - INFO - Top 1 (Epoch 20)acc (%): 71.57
|
| 318 |
+
2024-05-25 11:59:46,424 - INFO - Top 3 (Epoch 20)acc (%): 86.78
|
| 319 |
+
2024-05-25 11:59:46,424 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 320 |
+
2024-05-25 11:59:46,425 - INFO - Top 10 (Epoch 20)acc (%): 93.24
|
| 321 |
+
2024-05-25 11:59:46,425 - INFO -
|
| 322 |
+
Epoch 21
|
| 323 |
+
2024-05-25 11:59:47,399 - INFO - [18432/19133] Loss : 0.9413
|
| 324 |
+
2024-05-25 11:59:47,516 - INFO - Test loss : 0.5122
|
| 325 |
+
2024-05-25 11:59:47,516 - INFO -
|
| 326 |
+
Epoch 22
|
| 327 |
+
2024-05-25 11:59:48,692 - INFO - [18432/19133] Loss : 0.9334
|
| 328 |
+
2024-05-25 11:59:48,713 - INFO - Test loss : 0.5126
|
| 329 |
+
2024-05-25 11:59:48,713 - INFO -
|
| 330 |
+
Epoch 23
|
| 331 |
+
2024-05-25 11:59:49,999 - INFO - [18432/19133] Loss : 0.9322
|
| 332 |
+
2024-05-25 11:59:50,020 - INFO - Test loss : 0.5102
|
| 333 |
+
2024-05-25 11:59:50,020 - INFO -
|
| 334 |
+
Epoch 24
|
| 335 |
+
2024-05-25 11:59:51,215 - INFO - [18432/19133] Loss : 0.9268
|
| 336 |
+
2024-05-25 11:59:51,238 - INFO - Test loss : 0.5035
|
| 337 |
+
2024-05-25 11:59:51,238 - INFO -
|
| 338 |
+
Epoch 25
|
| 339 |
+
2024-05-25 11:59:52,623 - INFO - [18432/19133] Loss : 0.9236
|
| 340 |
+
2024-05-25 11:59:52,643 - INFO - Test loss : 0.5105
|
| 341 |
+
2024-05-25 11:59:52,643 - INFO -
|
| 342 |
+
Epoch 26
|
| 343 |
+
2024-05-25 11:59:53,820 - INFO - [18432/19133] Loss : 0.9189
|
| 344 |
+
2024-05-25 11:59:53,841 - INFO - Test loss : 0.5216
|
| 345 |
+
2024-05-25 11:59:53,841 - INFO -
|
| 346 |
+
Epoch 27
|
| 347 |
+
2024-05-25 11:59:55,091 - INFO - [18432/19133] Loss : 0.9148
|
| 348 |
+
2024-05-25 11:59:55,112 - INFO - Test loss : 0.5147
|
| 349 |
+
2024-05-25 11:59:55,112 - INFO -
|
| 350 |
+
Epoch 28
|
| 351 |
+
2024-05-25 11:59:56,286 - INFO - [18432/19133] Loss : 0.9134
|
| 352 |
+
2024-05-25 11:59:56,307 - INFO - Test loss : 0.5157
|
| 353 |
+
2024-05-25 11:59:56,307 - INFO -
|
| 354 |
+
Epoch 29
|
| 355 |
+
2024-05-25 11:59:57,266 - INFO - [18432/19133] Loss : 0.9094
|
| 356 |
+
2024-05-25 11:59:57,287 - INFO - Test loss : 0.5266
|
| 357 |
+
2024-05-25 11:59:57,287 - INFO - Saving output model to ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 358 |
+
2024-05-25 11:59:57,355 - INFO - Saving output model to ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 359 |
+
2024-05-25 11:59:57,408 - INFO -
|
| 360 |
+
No prior
|
| 361 |
+
2024-05-25 11:59:57,409 - INFO - (2262,)
|
| 362 |
+
2024-05-25 11:59:57,459 - INFO - Split ID: 0
|
| 363 |
+
2024-05-25 11:59:57,459 - INFO - Top 1 acc (%): 70.07
|
| 364 |
+
2024-05-25 11:59:57,459 - INFO - Top 3 acc (%): 86.6
|
| 365 |
+
2024-05-25 11:59:57,459 - INFO - Top 5 acc (%): 90.05
|
| 366 |
+
2024-05-25 11:59:57,459 - INFO - Top 10 acc (%): 92.88
|
| 367 |
+
2024-05-25 11:59:58,333 - INFO - Split ID: 0
|
| 368 |
+
2024-05-25 11:59:58,333 - INFO - Top 1 acc (%): 71.75
|
| 369 |
+
2024-05-25 11:59:58,333 - INFO - Top 3 acc (%): 86.78
|
| 370 |
+
2024-05-25 11:59:58,334 - INFO - Top 5 acc (%): 90.05
|
| 371 |
+
2024-05-25 11:59:58,334 - INFO - Top 10 acc (%): 93.37
|
| 372 |
+
2024-05-25 11:59:58,334 - INFO -
|
| 373 |
+
Only wrap
|
| 374 |
+
2024-05-25 11:59:58,334 - INFO - Model : model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 375 |
+
2024-05-25 11:59:58,345 - INFO - (443,)
|
| 376 |
+
2024-05-25 11:59:58,360 - INFO - Split ID: 0
|
| 377 |
+
2024-05-25 11:59:58,360 - INFO - Top 1 LocEnc acc (%): 4.29
|
| 378 |
+
2024-05-25 11:59:58,360 - INFO - Top 3 LocEnc acc (%): 9.03
|
| 379 |
+
2024-05-25 11:59:58,360 - INFO - Top 5 LocEnc acc (%): 11.74
|
| 380 |
+
2024-05-25 11:59:58,360 - INFO - Top 10 LocEnc acc (%): 18.06
|
| 381 |
+
2024-05-25 12:03:33,041 - INFO -
|
| 382 |
+
num_classes 500
|
| 383 |
+
2024-05-25 12:03:33,041 - INFO - num train 19133
|
| 384 |
+
2024-05-25 12:03:33,041 - INFO - num val 443
|
| 385 |
+
2024-05-25 12:03:33,041 - INFO - train loss full_loss
|
| 386 |
+
2024-05-25 12:03:33,041 - INFO - model name ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 387 |
+
2024-05-25 12:03:33,041 - INFO - num users 2872
|
| 388 |
+
2024-05-25 12:03:33,041 - INFO - meta data orig_meta
|
| 389 |
+
2024-05-25 12:03:33,917 - INFO -
|
| 390 |
+
Epoch 0
|
| 391 |
+
2024-05-25 12:03:35,668 - INFO - [18432/19133] Loss : 1.6984
|
| 392 |
+
2024-05-25 12:03:35,689 - INFO - Test loss : 0.8274
|
| 393 |
+
2024-05-25 12:03:35,689 - INFO -
|
| 394 |
+
Epoch 1
|
| 395 |
+
2024-05-25 12:03:36,870 - INFO - [18432/19133] Loss : 1.4011
|
| 396 |
+
2024-05-25 12:03:36,891 - INFO - Test loss : 0.7020
|
| 397 |
+
2024-05-25 12:03:36,891 - INFO -
|
| 398 |
+
Epoch 2
|
| 399 |
+
2024-05-25 12:03:38,145 - INFO - [18432/19133] Loss : 1.3196
|
| 400 |
+
2024-05-25 12:03:38,166 - INFO - Test loss : 0.6271
|
| 401 |
+
2024-05-25 12:03:38,166 - INFO -
|
| 402 |
+
Epoch 3
|
| 403 |
+
2024-05-25 12:03:39,345 - INFO - [18432/19133] Loss : 1.2119
|
| 404 |
+
2024-05-25 12:03:39,367 - INFO - Test loss : 0.5298
|
| 405 |
+
2024-05-25 12:03:39,367 - INFO -
|
| 406 |
+
Epoch 4
|
| 407 |
+
2024-05-25 12:03:40,334 - INFO - [18432/19133] Loss : 1.1404
|
| 408 |
+
2024-05-25 12:03:40,356 - INFO - Test loss : 0.5074
|
| 409 |
+
2024-05-25 12:03:40,356 - INFO -
|
| 410 |
+
Epoch 5
|
| 411 |
+
2024-05-25 12:03:41,651 - INFO - [18432/19133] Loss : 1.1031
|
| 412 |
+
2024-05-25 12:03:41,672 - INFO - Test loss : 0.5026
|
| 413 |
+
2024-05-25 12:03:41,672 - INFO -
|
| 414 |
+
Epoch 6
|
| 415 |
+
2024-05-25 12:03:43,017 - INFO - [18432/19133] Loss : 1.0785
|
| 416 |
+
2024-05-25 12:03:43,038 - INFO - Test loss : 0.4953
|
| 417 |
+
2024-05-25 12:03:43,038 - INFO -
|
| 418 |
+
Epoch 7
|
| 419 |
+
2024-05-25 12:03:44,218 - INFO - [18432/19133] Loss : 1.0601
|
| 420 |
+
2024-05-25 12:03:44,239 - INFO - Test loss : 0.4921
|
| 421 |
+
2024-05-25 12:03:44,239 - INFO -
|
| 422 |
+
Epoch 8
|
| 423 |
+
2024-05-25 12:03:45,516 - INFO - [18432/19133] Loss : 1.0448
|
| 424 |
+
2024-05-25 12:03:45,537 - INFO - Test loss : 0.4944
|
| 425 |
+
2024-05-25 12:03:45,537 - INFO -
|
| 426 |
+
Epoch 9
|
| 427 |
+
2024-05-25 12:03:46,810 - INFO - [18432/19133] Loss : 1.0321
|
| 428 |
+
2024-05-25 12:03:46,831 - INFO - Test loss : 0.4841
|
| 429 |
+
2024-05-25 12:03:46,831 - INFO -
|
| 430 |
+
Epoch 10
|
| 431 |
+
2024-05-25 12:03:48,185 - INFO - [18432/19133] Loss : 1.0212
|
| 432 |
+
2024-05-25 12:03:48,206 - INFO - Test loss : 0.4888
|
| 433 |
+
2024-05-25 12:03:48,221 - INFO - (443,)
|
| 434 |
+
2024-05-25 12:03:48,238 - INFO - Split ID: 0
|
| 435 |
+
2024-05-25 12:03:48,238 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.58
|
| 436 |
+
2024-05-25 12:03:48,238 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 5.87
|
| 437 |
+
2024-05-25 12:03:48,238 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 8.35
|
| 438 |
+
2024-05-25 12:03:48,238 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 15.8
|
| 439 |
+
2024-05-25 12:03:48,238 - INFO -
|
| 440 |
+
No prior
|
| 441 |
+
2024-05-25 12:03:48,239 - INFO - (2262,)
|
| 442 |
+
2024-05-25 12:03:48,291 - INFO - Split ID: 0
|
| 443 |
+
2024-05-25 12:03:48,292 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 444 |
+
2024-05-25 12:03:48,292 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 445 |
+
2024-05-25 12:03:48,292 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 446 |
+
2024-05-25 12:03:48,292 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 447 |
+
2024-05-25 12:03:48,977 - INFO - Split ID: 0
|
| 448 |
+
2024-05-25 12:03:48,977 - INFO - Top 1 (Epoch 10)acc (%): 71.4
|
| 449 |
+
2024-05-25 12:03:48,977 - INFO - Top 3 (Epoch 10)acc (%): 86.74
|
| 450 |
+
2024-05-25 12:03:48,977 - INFO - Top 5 (Epoch 10)acc (%): 90.01
|
| 451 |
+
2024-05-25 12:03:48,977 - INFO - Top 10 (Epoch 10)acc (%): 93.24
|
| 452 |
+
2024-05-25 12:03:48,977 - INFO -
|
| 453 |
+
Epoch 11
|
| 454 |
+
2024-05-25 12:03:49,945 - INFO - [18432/19133] Loss : 1.0113
|
| 455 |
+
2024-05-25 12:03:49,966 - INFO - Test loss : 0.5065
|
| 456 |
+
2024-05-25 12:03:49,966 - INFO -
|
| 457 |
+
Epoch 12
|
| 458 |
+
2024-05-25 12:03:51,150 - INFO - [18432/19133] Loss : 1.0000
|
| 459 |
+
2024-05-25 12:03:51,171 - INFO - Test loss : 0.5102
|
| 460 |
+
2024-05-25 12:03:51,171 - INFO -
|
| 461 |
+
Epoch 13
|
| 462 |
+
2024-05-25 12:03:52,639 - INFO - [18432/19133] Loss : 0.9908
|
| 463 |
+
2024-05-25 12:03:52,660 - INFO - Test loss : 0.4975
|
| 464 |
+
2024-05-25 12:03:52,660 - INFO -
|
| 465 |
+
Epoch 14
|
| 466 |
+
2024-05-25 12:03:53,835 - INFO - [18432/19133] Loss : 0.9826
|
| 467 |
+
2024-05-25 12:03:53,856 - INFO - Test loss : 0.5134
|
| 468 |
+
2024-05-25 12:03:53,856 - INFO -
|
| 469 |
+
Epoch 15
|
| 470 |
+
2024-05-25 12:03:55,035 - INFO - [18432/19133] Loss : 0.9747
|
| 471 |
+
2024-05-25 12:03:55,056 - INFO - Test loss : 0.4930
|
| 472 |
+
2024-05-25 12:03:55,056 - INFO -
|
| 473 |
+
Epoch 16
|
| 474 |
+
2024-05-25 12:03:56,242 - INFO - [18432/19133] Loss : 0.9679
|
| 475 |
+
2024-05-25 12:03:56,263 - INFO - Test loss : 0.5044
|
| 476 |
+
2024-05-25 12:03:56,263 - INFO -
|
| 477 |
+
Epoch 17
|
| 478 |
+
2024-05-25 12:03:57,747 - INFO - [18432/19133] Loss : 0.9615
|
| 479 |
+
2024-05-25 12:03:57,769 - INFO - Test loss : 0.4965
|
| 480 |
+
2024-05-25 12:03:57,769 - INFO -
|
| 481 |
+
Epoch 18
|
| 482 |
+
2024-05-25 12:03:58,960 - INFO - [18432/19133] Loss : 0.9585
|
| 483 |
+
2024-05-25 12:03:58,981 - INFO - Test loss : 0.5027
|
| 484 |
+
2024-05-25 12:03:58,981 - INFO -
|
| 485 |
+
Epoch 19
|
| 486 |
+
2024-05-25 12:03:59,953 - INFO - [18432/19133] Loss : 0.9530
|
| 487 |
+
2024-05-25 12:03:59,974 - INFO - Test loss : 0.4980
|
| 488 |
+
2024-05-25 12:03:59,974 - INFO -
|
| 489 |
+
Epoch 20
|
| 490 |
+
2024-05-25 12:04:01,166 - INFO - [18432/19133] Loss : 0.9466
|
| 491 |
+
2024-05-25 12:04:01,187 - INFO - Test loss : 0.5078
|
| 492 |
+
2024-05-25 12:04:01,188 - INFO - (443,)
|
| 493 |
+
2024-05-25 12:04:01,204 - INFO - Split ID: 0
|
| 494 |
+
2024-05-25 12:04:01,204 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 3.16
|
| 495 |
+
2024-05-25 12:04:01,204 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 8.13
|
| 496 |
+
2024-05-25 12:04:01,204 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 10.84
|
| 497 |
+
2024-05-25 12:04:01,204 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 17.38
|
| 498 |
+
2024-05-25 12:04:01,204 - INFO -
|
| 499 |
+
No prior
|
| 500 |
+
2024-05-25 12:04:01,205 - INFO - (2262,)
|
| 501 |
+
2024-05-25 12:04:01,255 - INFO - Split ID: 0
|
| 502 |
+
2024-05-25 12:04:01,255 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 503 |
+
2024-05-25 12:04:01,255 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 504 |
+
2024-05-25 12:04:01,255 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 505 |
+
2024-05-25 12:04:01,255 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 506 |
+
2024-05-25 12:04:02,131 - INFO - Split ID: 0
|
| 507 |
+
2024-05-25 12:04:02,131 - INFO - Top 1 (Epoch 20)acc (%): 71.66
|
| 508 |
+
2024-05-25 12:04:02,132 - INFO - Top 3 (Epoch 20)acc (%): 86.87
|
| 509 |
+
2024-05-25 12:04:02,132 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 510 |
+
2024-05-25 12:04:02,132 - INFO - Top 10 (Epoch 20)acc (%): 93.24
|
| 511 |
+
2024-05-25 12:04:02,132 - INFO -
|
| 512 |
+
Epoch 21
|
| 513 |
+
2024-05-25 12:04:03,303 - INFO - [18432/19133] Loss : 0.9424
|
| 514 |
+
2024-05-25 12:04:03,324 - INFO - Test loss : 0.5032
|
| 515 |
+
2024-05-25 12:04:03,324 - INFO -
|
| 516 |
+
Epoch 22
|
| 517 |
+
2024-05-25 12:04:04,511 - INFO - [18432/19133] Loss : 0.9346
|
| 518 |
+
2024-05-25 12:04:04,532 - INFO - Test loss : 0.5109
|
| 519 |
+
2024-05-25 12:04:04,532 - INFO -
|
| 520 |
+
Epoch 23
|
| 521 |
+
2024-05-25 12:04:05,929 - INFO - [18432/19133] Loss : 0.9318
|
| 522 |
+
2024-05-25 12:04:05,950 - INFO - Test loss : 0.5093
|
| 523 |
+
2024-05-25 12:04:05,950 - INFO -
|
| 524 |
+
Epoch 24
|
| 525 |
+
2024-05-25 12:04:07,193 - INFO - [18432/19133] Loss : 0.9255
|
| 526 |
+
2024-05-25 12:04:07,214 - INFO - Test loss : 0.5102
|
| 527 |
+
2024-05-25 12:04:07,214 - INFO -
|
| 528 |
+
Epoch 25
|
| 529 |
+
2024-05-25 12:04:08,394 - INFO - [18432/19133] Loss : 0.9237
|
| 530 |
+
2024-05-25 12:04:08,415 - INFO - Test loss : 0.5172
|
| 531 |
+
2024-05-25 12:04:08,415 - INFO -
|
| 532 |
+
Epoch 26
|
| 533 |
+
2024-05-25 12:04:09,600 - INFO - [18432/19133] Loss : 0.9190
|
| 534 |
+
2024-05-25 12:04:09,621 - INFO - Test loss : 0.5227
|
| 535 |
+
2024-05-25 12:04:09,621 - INFO -
|
| 536 |
+
Epoch 27
|
| 537 |
+
2024-05-25 12:04:10,667 - INFO - [18432/19133] Loss : 0.9160
|
| 538 |
+
2024-05-25 12:04:10,831 - INFO - Test loss : 0.5133
|
| 539 |
+
2024-05-25 12:04:10,831 - INFO -
|
| 540 |
+
Epoch 28
|
| 541 |
+
2024-05-25 12:04:12,084 - INFO - [18432/19133] Loss : 0.9126
|
| 542 |
+
2024-05-25 12:04:12,105 - INFO - Test loss : 0.5250
|
| 543 |
+
2024-05-25 12:04:12,105 - INFO -
|
| 544 |
+
Epoch 29
|
| 545 |
+
2024-05-25 12:04:13,289 - INFO - [18432/19133] Loss : 0.9076
|
| 546 |
+
2024-05-25 12:04:13,311 - INFO - Test loss : 0.5135
|
| 547 |
+
2024-05-25 12:04:13,311 - INFO - Saving output model to ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 548 |
+
2024-05-25 12:04:13,364 - INFO - Saving output model to ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 549 |
+
2024-05-25 12:04:13,419 - INFO -
|
| 550 |
+
No prior
|
| 551 |
+
2024-05-25 12:04:13,420 - INFO - (2262,)
|
| 552 |
+
2024-05-25 12:04:13,470 - INFO - Split ID: 0
|
| 553 |
+
2024-05-25 12:04:13,470 - INFO - Top 1 acc (%): 70.07
|
| 554 |
+
2024-05-25 12:04:13,470 - INFO - Top 3 acc (%): 86.6
|
| 555 |
+
2024-05-25 12:04:13,470 - INFO - Top 5 acc (%): 90.05
|
| 556 |
+
2024-05-25 12:04:13,470 - INFO - Top 10 acc (%): 92.88
|
| 557 |
+
2024-05-25 12:04:14,297 - INFO - Split ID: 0
|
| 558 |
+
2024-05-25 12:04:14,297 - INFO - Top 1 acc (%): 71.79
|
| 559 |
+
2024-05-25 12:04:14,297 - INFO - Top 3 acc (%): 86.87
|
| 560 |
+
2024-05-25 12:04:14,297 - INFO - Top 5 acc (%): 90.14
|
| 561 |
+
2024-05-25 12:04:14,297 - INFO - Top 10 acc (%): 93.28
|
| 562 |
+
2024-05-25 12:04:14,298 - INFO -
|
| 563 |
+
Only wrap
|
| 564 |
+
2024-05-25 12:04:14,298 - INFO - Model : model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 565 |
+
2024-05-25 12:04:14,309 - INFO - (443,)
|
| 566 |
+
2024-05-25 12:04:14,325 - INFO - Split ID: 0
|
| 567 |
+
2024-05-25 12:04:14,325 - INFO - Top 1 LocEnc acc (%): 2.93
|
| 568 |
+
2024-05-25 12:04:14,325 - INFO - Top 3 LocEnc acc (%): 8.35
|
| 569 |
+
2024-05-25 12:04:14,325 - INFO - Top 5 LocEnc acc (%): 11.51
|
| 570 |
+
2024-05-25 12:04:14,325 - INFO - Top 10 LocEnc acc (%): 17.38
|
| 571 |
+
2024-05-25 12:05:06,862 - INFO -
|
| 572 |
+
num_classes 500
|
| 573 |
+
2024-05-25 12:05:06,862 - INFO - num train 19133
|
| 574 |
+
2024-05-25 12:05:06,862 - INFO - num val 443
|
| 575 |
+
2024-05-25 12:05:06,862 - INFO - train loss full_loss
|
| 576 |
+
2024-05-25 12:05:06,862 - INFO - model name ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 577 |
+
2024-05-25 12:05:06,863 - INFO - num users 2872
|
| 578 |
+
2024-05-25 12:05:06,863 - INFO - meta data orig_meta
|
| 579 |
+
2024-05-25 12:05:07,764 - INFO -
|
| 580 |
+
Epoch 0
|
| 581 |
+
2024-05-25 12:05:09,524 - INFO - [18432/19133] Loss : 1.7079
|
| 582 |
+
2024-05-25 12:05:09,545 - INFO - Test loss : 0.8000
|
| 583 |
+
2024-05-25 12:05:09,545 - INFO -
|
| 584 |
+
Epoch 1
|
| 585 |
+
2024-05-25 12:05:10,506 - INFO - [18432/19133] Loss : 1.3982
|
| 586 |
+
2024-05-25 12:05:10,528 - INFO - Test loss : 0.7040
|
| 587 |
+
2024-05-25 12:05:10,528 - INFO -
|
| 588 |
+
Epoch 2
|
| 589 |
+
2024-05-25 12:05:11,742 - INFO - [18432/19133] Loss : 1.3236
|
| 590 |
+
2024-05-25 12:05:11,763 - INFO - Test loss : 0.6444
|
| 591 |
+
2024-05-25 12:05:11,763 - INFO -
|
| 592 |
+
Epoch 3
|
| 593 |
+
2024-05-25 12:05:12,950 - INFO - [18432/19133] Loss : 1.2207
|
| 594 |
+
2024-05-25 12:05:12,971 - INFO - Test loss : 0.5333
|
| 595 |
+
2024-05-25 12:05:12,971 - INFO -
|
| 596 |
+
Epoch 4
|
| 597 |
+
2024-05-25 12:05:14,261 - INFO - [18432/19133] Loss : 1.1417
|
| 598 |
+
2024-05-25 12:05:14,281 - INFO - Test loss : 0.5053
|
| 599 |
+
2024-05-25 12:05:14,281 - INFO -
|
| 600 |
+
Epoch 5
|
| 601 |
+
2024-05-25 12:05:15,469 - INFO - [18432/19133] Loss : 1.1036
|
| 602 |
+
2024-05-25 12:05:15,490 - INFO - Test loss : 0.5016
|
| 603 |
+
2024-05-25 12:05:15,490 - INFO -
|
| 604 |
+
Epoch 6
|
| 605 |
+
2024-05-25 12:05:16,843 - INFO - [18432/19133] Loss : 1.0807
|
| 606 |
+
2024-05-25 12:05:16,864 - INFO - Test loss : 0.5030
|
| 607 |
+
2024-05-25 12:05:16,864 - INFO -
|
| 608 |
+
Epoch 7
|
| 609 |
+
2024-05-25 12:05:18,150 - INFO - [18432/19133] Loss : 1.0615
|
| 610 |
+
2024-05-25 12:05:18,171 - INFO - Test loss : 0.4863
|
| 611 |
+
2024-05-25 12:05:18,171 - INFO -
|
| 612 |
+
Epoch 8
|
| 613 |
+
2024-05-25 12:05:19,338 - INFO - [18432/19133] Loss : 1.0526
|
| 614 |
+
2024-05-25 12:05:19,359 - INFO - Test loss : 0.4964
|
| 615 |
+
2024-05-25 12:05:19,359 - INFO -
|
| 616 |
+
Epoch 9
|
| 617 |
+
2024-05-25 12:05:20,316 - INFO - [18432/19133] Loss : 1.0395
|
| 618 |
+
2024-05-25 12:05:20,337 - INFO - Test loss : 0.4789
|
| 619 |
+
2024-05-25 12:05:20,337 - INFO -
|
| 620 |
+
Epoch 10
|
| 621 |
+
2024-05-25 12:05:21,593 - INFO - [18432/19133] Loss : 1.0252
|
| 622 |
+
2024-05-25 12:05:21,614 - INFO - Test loss : 0.4875
|
| 623 |
+
2024-05-25 12:05:21,629 - INFO - (443,)
|
| 624 |
+
2024-05-25 12:05:21,646 - INFO - Split ID: 0
|
| 625 |
+
2024-05-25 12:05:21,646 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 2.26
|
| 626 |
+
2024-05-25 12:05:21,646 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 7.0
|
| 627 |
+
2024-05-25 12:05:21,646 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 10.84
|
| 628 |
+
2024-05-25 12:05:21,646 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 15.35
|
| 629 |
+
2024-05-25 12:05:21,646 - INFO -
|
| 630 |
+
No prior
|
| 631 |
+
2024-05-25 12:05:21,648 - INFO - (2262,)
|
| 632 |
+
2024-05-25 12:05:21,699 - INFO - Split ID: 0
|
| 633 |
+
2024-05-25 12:05:21,699 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 634 |
+
2024-05-25 12:05:21,699 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 635 |
+
2024-05-25 12:05:21,699 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 636 |
+
2024-05-25 12:05:21,699 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 637 |
+
2024-05-25 12:05:22,528 - INFO - Split ID: 0
|
| 638 |
+
2024-05-25 12:05:22,528 - INFO - Top 1 (Epoch 10)acc (%): 71.26
|
| 639 |
+
2024-05-25 12:05:22,528 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 640 |
+
2024-05-25 12:05:22,528 - INFO - Top 5 (Epoch 10)acc (%): 90.1
|
| 641 |
+
2024-05-25 12:05:22,528 - INFO - Top 10 (Epoch 10)acc (%): 93.28
|
| 642 |
+
2024-05-25 12:05:22,528 - INFO -
|
| 643 |
+
Epoch 11
|
| 644 |
+
2024-05-25 12:05:23,817 - INFO - [18432/19133] Loss : 1.0139
|
| 645 |
+
2024-05-25 12:05:23,838 - INFO - Test loss : 0.4965
|
| 646 |
+
2024-05-25 12:05:23,838 - INFO -
|
| 647 |
+
Epoch 12
|
| 648 |
+
2024-05-25 12:05:25,010 - INFO - [18432/19133] Loss : 1.0065
|
| 649 |
+
2024-05-25 12:05:25,031 - INFO - Test loss : 0.4749
|
| 650 |
+
2024-05-25 12:05:25,031 - INFO -
|
| 651 |
+
Epoch 13
|
| 652 |
+
2024-05-25 12:05:26,388 - INFO - [18432/19133] Loss : 0.9974
|
| 653 |
+
2024-05-25 12:05:26,409 - INFO - Test loss : 0.5018
|
| 654 |
+
2024-05-25 12:05:26,409 - INFO -
|
| 655 |
+
Epoch 14
|
| 656 |
+
2024-05-25 12:05:27,587 - INFO - [18432/19133] Loss : 0.9864
|
| 657 |
+
2024-05-25 12:05:27,608 - INFO - Test loss : 0.4860
|
| 658 |
+
2024-05-25 12:05:27,608 - INFO -
|
| 659 |
+
Epoch 15
|
| 660 |
+
2024-05-25 12:05:28,782 - INFO - [18432/19133] Loss : 0.9796
|
| 661 |
+
2024-05-25 12:05:28,804 - INFO - Test loss : 0.4880
|
| 662 |
+
2024-05-25 12:05:28,804 - INFO -
|
| 663 |
+
Epoch 16
|
| 664 |
+
2024-05-25 12:05:29,979 - INFO - [18432/19133] Loss : 0.9731
|
| 665 |
+
2024-05-25 12:05:30,000 - INFO - Test loss : 0.4924
|
| 666 |
+
2024-05-25 12:05:30,000 - INFO -
|
| 667 |
+
Epoch 17
|
| 668 |
+
2024-05-25 12:05:31,036 - INFO - [18432/19133] Loss : 0.9672
|
| 669 |
+
2024-05-25 12:05:31,057 - INFO - Test loss : 0.5080
|
| 670 |
+
2024-05-25 12:05:31,057 - INFO -
|
| 671 |
+
Epoch 18
|
| 672 |
+
2024-05-25 12:05:32,243 - INFO - [18432/19133] Loss : 0.9633
|
| 673 |
+
2024-05-25 12:05:32,263 - INFO - Test loss : 0.5121
|
| 674 |
+
2024-05-25 12:05:32,264 - INFO -
|
| 675 |
+
Epoch 19
|
| 676 |
+
2024-05-25 12:05:33,449 - INFO - [18432/19133] Loss : 0.9544
|
| 677 |
+
2024-05-25 12:05:33,470 - INFO - Test loss : 0.4987
|
| 678 |
+
2024-05-25 12:05:33,470 - INFO -
|
| 679 |
+
Epoch 20
|
| 680 |
+
2024-05-25 12:05:34,729 - INFO - [18432/19133] Loss : 0.9482
|
| 681 |
+
2024-05-25 12:05:34,750 - INFO - Test loss : 0.5122
|
| 682 |
+
2024-05-25 12:05:34,751 - INFO - (443,)
|
| 683 |
+
2024-05-25 12:05:34,766 - INFO - Split ID: 0
|
| 684 |
+
2024-05-25 12:05:34,766 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.48
|
| 685 |
+
2024-05-25 12:05:34,766 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 7.45
|
| 686 |
+
2024-05-25 12:05:34,766 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 10.61
|
| 687 |
+
2024-05-25 12:05:34,766 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 18.06
|
| 688 |
+
2024-05-25 12:05:34,767 - INFO -
|
| 689 |
+
No prior
|
| 690 |
+
2024-05-25 12:05:34,767 - INFO - (2262,)
|
| 691 |
+
2024-05-25 12:05:34,818 - INFO - Split ID: 0
|
| 692 |
+
2024-05-25 12:05:34,819 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 693 |
+
2024-05-25 12:05:34,819 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 694 |
+
2024-05-25 12:05:34,819 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 695 |
+
2024-05-25 12:05:34,819 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 696 |
+
2024-05-25 12:05:35,673 - INFO - Split ID: 0
|
| 697 |
+
2024-05-25 12:05:35,674 - INFO - Top 1 (Epoch 20)acc (%): 71.71
|
| 698 |
+
2024-05-25 12:05:35,674 - INFO - Top 3 (Epoch 20)acc (%): 86.91
|
| 699 |
+
2024-05-25 12:05:35,674 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 700 |
+
2024-05-25 12:05:35,674 - INFO - Top 10 (Epoch 20)acc (%): 93.28
|
| 701 |
+
2024-05-25 12:05:35,674 - INFO -
|
| 702 |
+
Epoch 21
|
| 703 |
+
2024-05-25 12:05:37,090 - INFO - [18432/19133] Loss : 0.9436
|
| 704 |
+
2024-05-25 12:05:37,111 - INFO - Test loss : 0.5082
|
| 705 |
+
2024-05-25 12:05:37,111 - INFO -
|
| 706 |
+
Epoch 22
|
| 707 |
+
2024-05-25 12:05:38,074 - INFO - [18432/19133] Loss : 0.9385
|
| 708 |
+
2024-05-25 12:05:38,095 - INFO - Test loss : 0.5084
|
| 709 |
+
2024-05-25 12:05:38,095 - INFO -
|
| 710 |
+
Epoch 23
|
| 711 |
+
2024-05-25 12:05:39,059 - INFO - [18432/19133] Loss : 0.9320
|
| 712 |
+
2024-05-25 12:05:39,081 - INFO - Test loss : 0.5015
|
| 713 |
+
2024-05-25 12:05:39,081 - INFO -
|
| 714 |
+
Epoch 24
|
| 715 |
+
2024-05-25 12:05:40,547 - INFO - [18432/19133] Loss : 0.9306
|
| 716 |
+
2024-05-25 12:05:40,568 - INFO - Test loss : 0.5137
|
| 717 |
+
2024-05-25 12:05:40,568 - INFO -
|
| 718 |
+
Epoch 25
|
| 719 |
+
2024-05-25 12:05:41,736 - INFO - [18432/19133] Loss : 0.9281
|
| 720 |
+
2024-05-25 12:05:41,757 - INFO - Test loss : 0.5225
|
| 721 |
+
2024-05-25 12:05:41,757 - INFO -
|
| 722 |
+
Epoch 26
|
| 723 |
+
2024-05-25 12:05:43,141 - INFO - [18432/19133] Loss : 0.9212
|
| 724 |
+
2024-05-25 12:05:43,162 - INFO - Test loss : 0.5219
|
| 725 |
+
2024-05-25 12:05:43,162 - INFO -
|
| 726 |
+
Epoch 27
|
| 727 |
+
2024-05-25 12:05:44,520 - INFO - [18432/19133] Loss : 0.9178
|
| 728 |
+
2024-05-25 12:05:44,542 - INFO - Test loss : 0.5202
|
| 729 |
+
2024-05-25 12:05:44,543 - INFO -
|
| 730 |
+
Epoch 28
|
| 731 |
+
2024-05-25 12:05:45,709 - INFO - [18432/19133] Loss : 0.9141
|
| 732 |
+
2024-05-25 12:05:45,730 - INFO - Test loss : 0.5184
|
| 733 |
+
2024-05-25 12:05:45,730 - INFO -
|
| 734 |
+
Epoch 29
|
| 735 |
+
2024-05-25 12:05:46,893 - INFO - [18432/19133] Loss : 0.9105
|
| 736 |
+
2024-05-25 12:05:46,914 - INFO - Test loss : 0.5317
|
| 737 |
+
2024-05-25 12:05:46,914 - INFO - Saving output model to ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 738 |
+
2024-05-25 12:05:48,209 - INFO - Saving output model to ../models/wrap/model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 739 |
+
2024-05-25 12:05:48,401 - INFO -
|
| 740 |
+
No prior
|
| 741 |
+
2024-05-25 12:05:48,402 - INFO - (2262,)
|
| 742 |
+
2024-05-25 12:05:48,452 - INFO - Split ID: 0
|
| 743 |
+
2024-05-25 12:05:48,452 - INFO - Top 1 acc (%): 70.07
|
| 744 |
+
2024-05-25 12:05:48,452 - INFO - Top 3 acc (%): 86.6
|
| 745 |
+
2024-05-25 12:05:48,452 - INFO - Top 5 acc (%): 90.05
|
| 746 |
+
2024-05-25 12:05:48,452 - INFO - Top 10 acc (%): 92.88
|
| 747 |
+
2024-05-25 12:05:49,232 - INFO - Split ID: 0
|
| 748 |
+
2024-05-25 12:05:49,233 - INFO - Top 1 acc (%): 71.93
|
| 749 |
+
2024-05-25 12:05:49,233 - INFO - Top 3 acc (%): 86.87
|
| 750 |
+
2024-05-25 12:05:49,233 - INFO - Top 5 acc (%): 90.01
|
| 751 |
+
2024-05-25 12:05:49,233 - INFO - Top 10 acc (%): 93.32
|
| 752 |
+
2024-05-25 12:05:49,233 - INFO -
|
| 753 |
+
Only wrap
|
| 754 |
+
2024-05-25 12:05:49,233 - INFO - Model : model_birdsnap_orig_meta_wrap_inception_v3_0.0010_64_0.0500000_1_512.pth.tar
|
| 755 |
+
2024-05-25 12:05:49,245 - INFO - (443,)
|
| 756 |
+
2024-05-25 12:05:49,260 - INFO - Split ID: 0
|
| 757 |
+
2024-05-25 12:05:49,260 - INFO - Top 1 LocEnc acc (%): 2.93
|
| 758 |
+
2024-05-25 12:05:49,260 - INFO - Top 3 LocEnc acc (%): 7.67
|
| 759 |
+
2024-05-25 12:05:49,260 - INFO - Top 5 LocEnc acc (%): 11.96
|
| 760 |
+
2024-05-25 12:05:49,260 - INFO - Top 10 LocEnc acc (%): 17.38
|