Upload data/model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.log with huggingface_hub
Browse files
data/model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.log
ADDED
|
@@ -0,0 +1,1033 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2024-05-20 01:45:07,298 - INFO -
|
| 2 |
+
num_classes 62
|
| 3 |
+
2024-05-20 01:45:07,298 - INFO - num train 363571
|
| 4 |
+
2024-05-20 01:45:07,298 - INFO - num val 53041
|
| 5 |
+
2024-05-20 01:45:07,298 - INFO - train loss full_loss
|
| 6 |
+
2024-05-20 01:45:07,298 - INFO - model name ../models/rbf/model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.pth.tar
|
| 7 |
+
2024-05-20 01:45:07,298 - INFO - num users 1
|
| 8 |
+
2024-05-20 01:45:07,517 - INFO -
|
| 9 |
+
Epoch 0
|
| 10 |
+
2024-05-20 01:45:09,968 - INFO - [6144/363571] Loss : 1.9496
|
| 11 |
+
2024-05-20 01:45:28,545 - INFO - Test loss : 1.0445
|
| 12 |
+
2024-05-20 01:45:28,545 - INFO -
|
| 13 |
+
Epoch 1
|
| 14 |
+
2024-05-20 01:45:31,029 - INFO - [6144/363571] Loss : 1.7489
|
| 15 |
+
2024-05-20 01:45:51,215 - INFO - Test loss : 1.0270
|
| 16 |
+
2024-05-20 01:45:51,215 - INFO -
|
| 17 |
+
Epoch 2
|
| 18 |
+
2024-05-20 01:45:53,079 - INFO - [6144/363571] Loss : 1.6748
|
| 19 |
+
2024-05-20 01:46:09,154 - INFO - Test loss : 0.8900
|
| 20 |
+
2024-05-20 01:46:09,154 - INFO -
|
| 21 |
+
Epoch 3
|
| 22 |
+
2024-05-20 01:46:10,620 - INFO - [6144/363571] Loss : 1.6440
|
| 23 |
+
2024-05-20 01:46:26,348 - INFO - Test loss : 0.9128
|
| 24 |
+
2024-05-20 01:46:26,349 - INFO -
|
| 25 |
+
Epoch 4
|
| 26 |
+
2024-05-20 01:46:27,560 - INFO - [6144/363571] Loss : 1.6128
|
| 27 |
+
2024-05-20 01:46:43,577 - INFO - Test loss : 0.9201
|
| 28 |
+
2024-05-20 01:46:43,577 - INFO -
|
| 29 |
+
Epoch 5
|
| 30 |
+
2024-05-20 01:46:46,260 - INFO - [6144/363571] Loss : 1.5863
|
| 31 |
+
2024-05-20 01:47:02,272 - INFO - Test loss : 0.8238
|
| 32 |
+
2024-05-20 01:47:02,272 - INFO -
|
| 33 |
+
Epoch 6
|
| 34 |
+
2024-05-20 01:47:04,051 - INFO - [6144/363571] Loss : 1.5711
|
| 35 |
+
2024-05-20 01:47:20,448 - INFO - Test loss : 0.8322
|
| 36 |
+
2024-05-20 01:47:20,448 - INFO -
|
| 37 |
+
Epoch 7
|
| 38 |
+
2024-05-20 01:47:22,371 - INFO - [6144/363571] Loss : 1.5631
|
| 39 |
+
2024-05-20 01:47:39,491 - INFO - Test loss : 0.8910
|
| 40 |
+
2024-05-20 01:47:39,491 - INFO -
|
| 41 |
+
Epoch 8
|
| 42 |
+
2024-05-20 01:47:41,600 - INFO - [6144/363571] Loss : 1.5729
|
| 43 |
+
2024-05-20 01:48:00,986 - INFO - Test loss : 0.8578
|
| 44 |
+
2024-05-20 01:48:00,986 - INFO -
|
| 45 |
+
Epoch 9
|
| 46 |
+
2024-05-20 01:48:02,736 - INFO - [6144/363571] Loss : 1.5584
|
| 47 |
+
2024-05-20 01:48:18,404 - INFO - Test loss : 0.9012
|
| 48 |
+
2024-05-20 01:48:18,405 - INFO -
|
| 49 |
+
Epoch 10
|
| 50 |
+
2024-05-20 01:48:19,854 - INFO - [6144/363571] Loss : 1.5376
|
| 51 |
+
2024-05-20 01:48:35,704 - INFO - Test loss : 0.9314
|
| 52 |
+
2024-05-20 01:48:36,549 - INFO - (53041,)
|
| 53 |
+
2024-05-20 01:48:36,687 - INFO - Split ID: 0
|
| 54 |
+
2024-05-20 01:48:36,708 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 14.77
|
| 55 |
+
2024-05-20 01:48:36,710 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 26.05
|
| 56 |
+
2024-05-20 01:48:36,711 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 33.13
|
| 57 |
+
2024-05-20 01:48:36,713 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 44.63
|
| 58 |
+
2024-05-20 01:48:36,719 - INFO -
|
| 59 |
+
No prior
|
| 60 |
+
2024-05-20 01:48:36,725 - INFO - (53041,)
|
| 61 |
+
2024-05-20 01:48:36,878 - INFO - Split ID: 0
|
| 62 |
+
2024-05-20 01:48:36,878 - INFO - Top 1 (Epoch 10)acc (%): 69.83
|
| 63 |
+
2024-05-20 01:48:36,878 - INFO - Top 3 (Epoch 10)acc (%): 84.61
|
| 64 |
+
2024-05-20 01:48:36,878 - INFO - Top 5 (Epoch 10)acc (%): 89.23
|
| 65 |
+
2024-05-20 01:48:36,878 - INFO - Top 10 (Epoch 10)acc (%): 94.29
|
| 66 |
+
2024-05-20 01:49:04,330 - INFO - Split ID: 0
|
| 67 |
+
2024-05-20 01:49:04,330 - INFO - Top 1 (Epoch 10)acc (%): 70.31
|
| 68 |
+
2024-05-20 01:49:04,331 - INFO - Top 3 (Epoch 10)acc (%): 85.0
|
| 69 |
+
2024-05-20 01:49:04,331 - INFO - Top 5 (Epoch 10)acc (%): 89.64
|
| 70 |
+
2024-05-20 01:49:04,331 - INFO - Top 10 (Epoch 10)acc (%): 94.53
|
| 71 |
+
2024-05-20 01:49:04,331 - INFO -
|
| 72 |
+
Epoch 11
|
| 73 |
+
2024-05-20 01:49:05,854 - INFO - [6144/363571] Loss : 1.5413
|
| 74 |
+
2024-05-20 01:49:21,819 - INFO - Test loss : 0.8961
|
| 75 |
+
2024-05-20 01:49:21,819 - INFO -
|
| 76 |
+
Epoch 12
|
| 77 |
+
2024-05-20 01:49:23,891 - INFO - [6144/363571] Loss : 1.5291
|
| 78 |
+
2024-05-20 01:49:41,039 - INFO - Test loss : 0.8720
|
| 79 |
+
2024-05-20 01:49:41,040 - INFO -
|
| 80 |
+
Epoch 13
|
| 81 |
+
2024-05-20 01:49:43,521 - INFO - [6144/363571] Loss : 1.5265
|
| 82 |
+
2024-05-20 01:50:03,452 - INFO - Test loss : 0.7824
|
| 83 |
+
2024-05-20 01:50:03,452 - INFO -
|
| 84 |
+
Epoch 14
|
| 85 |
+
2024-05-20 01:50:05,082 - INFO - [6144/363571] Loss : 1.5282
|
| 86 |
+
2024-05-20 01:50:21,254 - INFO - Test loss : 0.7546
|
| 87 |
+
2024-05-20 01:50:21,254 - INFO -
|
| 88 |
+
Epoch 15
|
| 89 |
+
2024-05-20 01:50:24,104 - INFO - [6144/363571] Loss : 1.5312
|
| 90 |
+
2024-05-20 01:50:40,244 - INFO - Test loss : 0.9878
|
| 91 |
+
2024-05-20 01:50:40,244 - INFO -
|
| 92 |
+
Epoch 16
|
| 93 |
+
2024-05-20 01:50:42,939 - INFO - [6144/363571] Loss : 1.5364
|
| 94 |
+
2024-05-20 01:50:59,030 - INFO - Test loss : 0.9667
|
| 95 |
+
2024-05-20 01:50:59,030 - INFO -
|
| 96 |
+
Epoch 17
|
| 97 |
+
2024-05-20 01:51:02,002 - INFO - [6144/363571] Loss : 1.5255
|
| 98 |
+
2024-05-20 01:51:18,053 - INFO - Test loss : 0.8318
|
| 99 |
+
2024-05-20 01:51:18,053 - INFO -
|
| 100 |
+
Epoch 18
|
| 101 |
+
2024-05-20 01:51:20,528 - INFO - [6144/363571] Loss : 1.5216
|
| 102 |
+
2024-05-20 01:51:36,783 - INFO - Test loss : 0.7706
|
| 103 |
+
2024-05-20 01:51:36,784 - INFO -
|
| 104 |
+
Epoch 19
|
| 105 |
+
2024-05-20 01:51:38,976 - INFO - [6144/363571] Loss : 1.5227
|
| 106 |
+
2024-05-20 01:51:56,198 - INFO - Test loss : 0.9944
|
| 107 |
+
2024-05-20 01:51:56,198 - INFO -
|
| 108 |
+
Epoch 20
|
| 109 |
+
2024-05-20 01:51:58,701 - INFO - [6144/363571] Loss : 1.5173
|
| 110 |
+
2024-05-20 01:52:18,822 - INFO - Test loss : 0.8544
|
| 111 |
+
2024-05-20 01:52:19,650 - INFO - (53041,)
|
| 112 |
+
2024-05-20 01:52:19,784 - INFO - Split ID: 0
|
| 113 |
+
2024-05-20 01:52:19,802 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 15.33
|
| 114 |
+
2024-05-20 01:52:19,804 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 27.39
|
| 115 |
+
2024-05-20 01:52:19,806 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 33.87
|
| 116 |
+
2024-05-20 01:52:19,808 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 47.22
|
| 117 |
+
2024-05-20 01:52:19,815 - INFO -
|
| 118 |
+
No prior
|
| 119 |
+
2024-05-20 01:52:19,821 - INFO - (53041,)
|
| 120 |
+
2024-05-20 01:52:19,971 - INFO - Split ID: 0
|
| 121 |
+
2024-05-20 01:52:19,972 - INFO - Top 1 (Epoch 20)acc (%): 69.83
|
| 122 |
+
2024-05-20 01:52:19,972 - INFO - Top 3 (Epoch 20)acc (%): 84.61
|
| 123 |
+
2024-05-20 01:52:19,972 - INFO - Top 5 (Epoch 20)acc (%): 89.23
|
| 124 |
+
2024-05-20 01:52:19,972 - INFO - Top 10 (Epoch 20)acc (%): 94.29
|
| 125 |
+
2024-05-20 01:52:47,401 - INFO - Split ID: 0
|
| 126 |
+
2024-05-20 01:52:47,401 - INFO - Top 1 (Epoch 20)acc (%): 70.41
|
| 127 |
+
2024-05-20 01:52:47,401 - INFO - Top 3 (Epoch 20)acc (%): 85.16
|
| 128 |
+
2024-05-20 01:52:47,401 - INFO - Top 5 (Epoch 20)acc (%): 89.75
|
| 129 |
+
2024-05-20 01:52:47,402 - INFO - Top 10 (Epoch 20)acc (%): 94.62
|
| 130 |
+
2024-05-20 01:52:47,402 - INFO -
|
| 131 |
+
Epoch 21
|
| 132 |
+
2024-05-20 01:52:50,077 - INFO - [6144/363571] Loss : 1.4942
|
| 133 |
+
2024-05-20 01:53:06,182 - INFO - Test loss : 0.8277
|
| 134 |
+
2024-05-20 01:53:06,182 - INFO -
|
| 135 |
+
Epoch 22
|
| 136 |
+
2024-05-20 01:53:08,665 - INFO - [6144/363571] Loss : 1.4885
|
| 137 |
+
2024-05-20 01:53:25,071 - INFO - Test loss : 0.9140
|
| 138 |
+
2024-05-20 01:53:25,071 - INFO -
|
| 139 |
+
Epoch 23
|
| 140 |
+
2024-05-20 01:53:27,594 - INFO - [6144/363571] Loss : 1.4988
|
| 141 |
+
2024-05-20 01:53:43,806 - INFO - Test loss : 0.8216
|
| 142 |
+
2024-05-20 01:53:43,806 - INFO -
|
| 143 |
+
Epoch 24
|
| 144 |
+
2024-05-20 01:53:46,701 - INFO - [6144/363571] Loss : 1.4962
|
| 145 |
+
2024-05-20 01:54:04,309 - INFO - Test loss : 0.8755
|
| 146 |
+
2024-05-20 01:54:04,309 - INFO -
|
| 147 |
+
Epoch 25
|
| 148 |
+
2024-05-20 01:54:06,836 - INFO - [6144/363571] Loss : 1.4800
|
| 149 |
+
2024-05-20 01:54:26,557 - INFO - Test loss : 0.8367
|
| 150 |
+
2024-05-20 01:54:26,557 - INFO -
|
| 151 |
+
Epoch 26
|
| 152 |
+
2024-05-20 01:54:27,670 - INFO - [6144/363571] Loss : 1.4915
|
| 153 |
+
2024-05-20 01:54:43,606 - INFO - Test loss : 0.8540
|
| 154 |
+
2024-05-20 01:54:43,606 - INFO -
|
| 155 |
+
Epoch 27
|
| 156 |
+
2024-05-20 01:54:46,564 - INFO - [6144/363571] Loss : 1.4857
|
| 157 |
+
2024-05-20 01:55:02,773 - INFO - Test loss : 0.8691
|
| 158 |
+
2024-05-20 01:55:02,774 - INFO -
|
| 159 |
+
Epoch 28
|
| 160 |
+
2024-05-20 01:55:05,693 - INFO - [6144/363571] Loss : 1.4858
|
| 161 |
+
2024-05-20 01:55:21,989 - INFO - Test loss : 0.8578
|
| 162 |
+
2024-05-20 01:55:21,989 - INFO -
|
| 163 |
+
Epoch 29
|
| 164 |
+
2024-05-20 01:55:23,626 - INFO - [6144/363571] Loss : 1.4842
|
| 165 |
+
2024-05-20 01:55:39,607 - INFO - Test loss : 0.8065
|
| 166 |
+
2024-05-20 01:55:39,607 - INFO -
|
| 167 |
+
Epoch 30
|
| 168 |
+
2024-05-20 01:55:41,907 - INFO - [6144/363571] Loss : 1.4858
|
| 169 |
+
2024-05-20 01:55:58,188 - INFO - Test loss : 0.8683
|
| 170 |
+
2024-05-20 01:55:59,026 - INFO - (53041,)
|
| 171 |
+
2024-05-20 01:55:59,165 - INFO - Split ID: 0
|
| 172 |
+
2024-05-20 01:55:59,184 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 15.43
|
| 173 |
+
2024-05-20 01:55:59,185 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 27.73
|
| 174 |
+
2024-05-20 01:55:59,187 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 34.59
|
| 175 |
+
2024-05-20 01:55:59,189 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 48.22
|
| 176 |
+
2024-05-20 01:55:59,196 - INFO -
|
| 177 |
+
No prior
|
| 178 |
+
2024-05-20 01:55:59,202 - INFO - (53041,)
|
| 179 |
+
2024-05-20 01:55:59,355 - INFO - Split ID: 0
|
| 180 |
+
2024-05-20 01:55:59,355 - INFO - Top 1 (Epoch 30)acc (%): 69.83
|
| 181 |
+
2024-05-20 01:55:59,355 - INFO - Top 3 (Epoch 30)acc (%): 84.61
|
| 182 |
+
2024-05-20 01:55:59,355 - INFO - Top 5 (Epoch 30)acc (%): 89.23
|
| 183 |
+
2024-05-20 01:55:59,355 - INFO - Top 10 (Epoch 30)acc (%): 94.29
|
| 184 |
+
2024-05-20 01:56:26,970 - INFO - Split ID: 0
|
| 185 |
+
2024-05-20 01:56:26,971 - INFO - Top 1 (Epoch 30)acc (%): 70.47
|
| 186 |
+
2024-05-20 01:56:26,971 - INFO - Top 3 (Epoch 30)acc (%): 85.2
|
| 187 |
+
2024-05-20 01:56:26,971 - INFO - Top 5 (Epoch 30)acc (%): 89.76
|
| 188 |
+
2024-05-20 01:56:26,971 - INFO - Top 10 (Epoch 30)acc (%): 94.71
|
| 189 |
+
2024-05-20 01:56:26,972 - INFO -
|
| 190 |
+
Epoch 31
|
| 191 |
+
2024-05-20 01:56:29,467 - INFO - [6144/363571] Loss : 1.4778
|
| 192 |
+
2024-05-20 01:56:32,559 - INFO - Test loss : 0.9368
|
| 193 |
+
2024-05-20 01:56:32,559 - INFO -
|
| 194 |
+
Epoch 32
|
| 195 |
+
2024-05-20 01:56:33,003 - INFO - [6144/363571] Loss : 1.4865
|
| 196 |
+
2024-05-20 01:56:35,760 - INFO - Test loss : 0.8962
|
| 197 |
+
2024-05-20 01:56:35,760 - INFO -
|
| 198 |
+
Epoch 33
|
| 199 |
+
2024-05-20 01:56:36,201 - INFO - [6144/363571] Loss : 1.4776
|
| 200 |
+
2024-05-20 01:56:38,851 - INFO - Test loss : 0.8235
|
| 201 |
+
2024-05-20 01:56:38,851 - INFO -
|
| 202 |
+
Epoch 34
|
| 203 |
+
2024-05-20 01:56:39,340 - INFO - [6144/363571] Loss : 1.4667
|
| 204 |
+
2024-05-20 01:56:42,047 - INFO - Test loss : 0.8026
|
| 205 |
+
2024-05-20 01:56:42,047 - INFO -
|
| 206 |
+
Epoch 35
|
| 207 |
+
2024-05-20 01:56:42,491 - INFO - [6144/363571] Loss : 1.4601
|
| 208 |
+
2024-05-20 01:56:45,169 - INFO - Test loss : 0.8559
|
| 209 |
+
2024-05-20 01:56:45,169 - INFO -
|
| 210 |
+
Epoch 36
|
| 211 |
+
2024-05-20 01:56:45,613 - INFO - [6144/363571] Loss : 1.4585
|
| 212 |
+
2024-05-20 01:56:48,381 - INFO - Test loss : 0.8992
|
| 213 |
+
2024-05-20 01:56:48,382 - INFO -
|
| 214 |
+
Epoch 37
|
| 215 |
+
2024-05-20 01:56:48,825 - INFO - [6144/363571] Loss : 1.4505
|
| 216 |
+
2024-05-20 01:56:51,495 - INFO - Test loss : 0.8997
|
| 217 |
+
2024-05-20 01:56:51,495 - INFO -
|
| 218 |
+
Epoch 38
|
| 219 |
+
2024-05-20 01:56:51,939 - INFO - [6144/363571] Loss : 1.4615
|
| 220 |
+
2024-05-20 01:56:54,732 - INFO - Test loss : 0.8405
|
| 221 |
+
2024-05-20 01:56:54,732 - INFO -
|
| 222 |
+
Epoch 39
|
| 223 |
+
2024-05-20 01:56:55,177 - INFO - [6144/363571] Loss : 1.4591
|
| 224 |
+
2024-05-20 01:56:57,856 - INFO - Test loss : 0.8630
|
| 225 |
+
2024-05-20 01:56:57,856 - INFO -
|
| 226 |
+
Epoch 40
|
| 227 |
+
2024-05-20 01:56:58,352 - INFO - [6144/363571] Loss : 1.4612
|
| 228 |
+
2024-05-20 01:57:01,067 - INFO - Test loss : 0.8169
|
| 229 |
+
2024-05-20 01:57:01,829 - INFO - (53041,)
|
| 230 |
+
2024-05-20 01:57:02,061 - INFO - Split ID: 0
|
| 231 |
+
2024-05-20 01:57:02,080 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 15.64
|
| 232 |
+
2024-05-20 01:57:02,081 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 27.37
|
| 233 |
+
2024-05-20 01:57:02,083 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 35.46
|
| 234 |
+
2024-05-20 01:57:02,085 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 49.31
|
| 235 |
+
2024-05-20 01:57:02,095 - INFO -
|
| 236 |
+
No prior
|
| 237 |
+
2024-05-20 01:57:02,102 - INFO - (53041,)
|
| 238 |
+
2024-05-20 01:57:02,276 - INFO - Split ID: 0
|
| 239 |
+
2024-05-20 01:57:02,277 - INFO - Top 1 (Epoch 40)acc (%): 69.83
|
| 240 |
+
2024-05-20 01:57:02,277 - INFO - Top 3 (Epoch 40)acc (%): 84.61
|
| 241 |
+
2024-05-20 01:57:02,277 - INFO - Top 5 (Epoch 40)acc (%): 89.23
|
| 242 |
+
2024-05-20 01:57:02,277 - INFO - Top 10 (Epoch 40)acc (%): 94.29
|
| 243 |
+
2024-05-20 01:57:21,042 - INFO - Split ID: 0
|
| 244 |
+
2024-05-20 01:57:21,042 - INFO - Top 1 (Epoch 40)acc (%): 70.55
|
| 245 |
+
2024-05-20 01:57:21,042 - INFO - Top 3 (Epoch 40)acc (%): 85.23
|
| 246 |
+
2024-05-20 01:57:21,042 - INFO - Top 5 (Epoch 40)acc (%): 89.85
|
| 247 |
+
2024-05-20 01:57:21,042 - INFO - Top 10 (Epoch 40)acc (%): 94.7
|
| 248 |
+
2024-05-20 01:57:21,043 - INFO -
|
| 249 |
+
Epoch 41
|
| 250 |
+
2024-05-20 01:57:21,481 - INFO - [6144/363571] Loss : 1.4514
|
| 251 |
+
2024-05-20 01:57:24,141 - INFO - Test loss : 0.8508
|
| 252 |
+
2024-05-20 01:57:24,141 - INFO -
|
| 253 |
+
Epoch 42
|
| 254 |
+
2024-05-20 01:57:24,584 - INFO - [6144/363571] Loss : 1.4433
|
| 255 |
+
2024-05-20 01:57:27,331 - INFO - Test loss : 0.8440
|
| 256 |
+
2024-05-20 01:57:27,331 - INFO -
|
| 257 |
+
Epoch 43
|
| 258 |
+
2024-05-20 01:57:27,774 - INFO - [6144/363571] Loss : 1.4382
|
| 259 |
+
2024-05-20 01:57:30,443 - INFO - Test loss : 0.9251
|
| 260 |
+
2024-05-20 01:57:30,443 - INFO -
|
| 261 |
+
Epoch 44
|
| 262 |
+
2024-05-20 01:57:30,890 - INFO - [6144/363571] Loss : 1.4424
|
| 263 |
+
2024-05-20 01:57:33,664 - INFO - Test loss : 0.8599
|
| 264 |
+
2024-05-20 01:57:33,664 - INFO -
|
| 265 |
+
Epoch 45
|
| 266 |
+
2024-05-20 01:57:34,108 - INFO - [6144/363571] Loss : 1.4495
|
| 267 |
+
2024-05-20 01:57:36,781 - INFO - Test loss : 0.8369
|
| 268 |
+
2024-05-20 01:57:36,781 - INFO -
|
| 269 |
+
Epoch 46
|
| 270 |
+
2024-05-20 01:57:37,271 - INFO - [6144/363571] Loss : 1.4396
|
| 271 |
+
2024-05-20 01:57:39,993 - INFO - Test loss : 0.8390
|
| 272 |
+
2024-05-20 01:57:39,994 - INFO -
|
| 273 |
+
Epoch 47
|
| 274 |
+
2024-05-20 01:57:40,437 - INFO - [6144/363571] Loss : 1.4459
|
| 275 |
+
2024-05-20 01:57:43,153 - INFO - Test loss : 0.7876
|
| 276 |
+
2024-05-20 01:57:43,154 - INFO -
|
| 277 |
+
Epoch 48
|
| 278 |
+
2024-05-20 01:57:43,595 - INFO - [6144/363571] Loss : 1.4402
|
| 279 |
+
2024-05-20 01:57:46,353 - INFO - Test loss : 0.8483
|
| 280 |
+
2024-05-20 01:57:46,353 - INFO -
|
| 281 |
+
Epoch 49
|
| 282 |
+
2024-05-20 01:57:47,125 - INFO - [6144/363571] Loss : 1.4423
|
| 283 |
+
2024-05-20 01:57:57,267 - INFO - Test loss : 0.8791
|
| 284 |
+
2024-05-20 01:57:57,267 - INFO -
|
| 285 |
+
Epoch 50
|
| 286 |
+
2024-05-20 01:57:58,598 - INFO - [6144/363571] Loss : 1.4343
|
| 287 |
+
2024-05-20 01:58:08,910 - INFO - Test loss : 0.8636
|
| 288 |
+
2024-05-20 01:58:09,667 - INFO - (53041,)
|
| 289 |
+
2024-05-20 01:58:09,804 - INFO - Split ID: 0
|
| 290 |
+
2024-05-20 01:58:09,823 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 16.17
|
| 291 |
+
2024-05-20 01:58:09,824 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 29.4
|
| 292 |
+
2024-05-20 01:58:09,826 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 35.73
|
| 293 |
+
2024-05-20 01:58:09,828 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 49.41
|
| 294 |
+
2024-05-20 01:58:09,836 - INFO -
|
| 295 |
+
No prior
|
| 296 |
+
2024-05-20 01:58:09,842 - INFO - (53041,)
|
| 297 |
+
2024-05-20 01:58:09,992 - INFO - Split ID: 0
|
| 298 |
+
2024-05-20 01:58:09,993 - INFO - Top 1 (Epoch 50)acc (%): 69.83
|
| 299 |
+
2024-05-20 01:58:09,993 - INFO - Top 3 (Epoch 50)acc (%): 84.61
|
| 300 |
+
2024-05-20 01:58:09,993 - INFO - Top 5 (Epoch 50)acc (%): 89.23
|
| 301 |
+
2024-05-20 01:58:09,993 - INFO - Top 10 (Epoch 50)acc (%): 94.29
|
| 302 |
+
2024-05-20 01:58:41,176 - INFO - Split ID: 0
|
| 303 |
+
2024-05-20 01:58:41,177 - INFO - Top 1 (Epoch 50)acc (%): 70.54
|
| 304 |
+
2024-05-20 01:58:41,177 - INFO - Top 3 (Epoch 50)acc (%): 85.27
|
| 305 |
+
2024-05-20 01:58:41,177 - INFO - Top 5 (Epoch 50)acc (%): 89.89
|
| 306 |
+
2024-05-20 01:58:41,177 - INFO - Top 10 (Epoch 50)acc (%): 94.73
|
| 307 |
+
2024-05-20 01:58:41,178 - INFO -
|
| 308 |
+
Epoch 51
|
| 309 |
+
2024-05-20 01:58:43,031 - INFO - [6144/363571] Loss : 1.4315
|
| 310 |
+
2024-05-20 01:58:59,356 - INFO - Test loss : 0.8582
|
| 311 |
+
2024-05-20 01:58:59,356 - INFO -
|
| 312 |
+
Epoch 52
|
| 313 |
+
2024-05-20 01:59:02,073 - INFO - [6144/363571] Loss : 1.4292
|
| 314 |
+
2024-05-20 01:59:17,981 - INFO - Test loss : 0.8216
|
| 315 |
+
2024-05-20 01:59:17,981 - INFO -
|
| 316 |
+
Epoch 53
|
| 317 |
+
2024-05-20 01:59:20,046 - INFO - [6144/363571] Loss : 1.4357
|
| 318 |
+
2024-05-20 01:59:36,291 - INFO - Test loss : 0.8640
|
| 319 |
+
2024-05-20 01:59:36,291 - INFO -
|
| 320 |
+
Epoch 54
|
| 321 |
+
2024-05-20 01:59:39,235 - INFO - [6144/363571] Loss : 1.4385
|
| 322 |
+
2024-05-20 01:59:55,609 - INFO - Test loss : 0.8889
|
| 323 |
+
2024-05-20 01:59:55,609 - INFO -
|
| 324 |
+
Epoch 55
|
| 325 |
+
2024-05-20 01:59:57,988 - INFO - [6144/363571] Loss : 1.4382
|
| 326 |
+
2024-05-20 02:00:14,383 - INFO - Test loss : 0.8710
|
| 327 |
+
2024-05-20 02:00:14,383 - INFO -
|
| 328 |
+
Epoch 56
|
| 329 |
+
2024-05-20 02:00:17,315 - INFO - [6144/363571] Loss : 1.4285
|
| 330 |
+
2024-05-20 02:00:34,081 - INFO - Test loss : 0.7661
|
| 331 |
+
2024-05-20 02:00:34,082 - INFO -
|
| 332 |
+
Epoch 57
|
| 333 |
+
2024-05-20 02:00:36,586 - INFO - [6144/363571] Loss : 1.4349
|
| 334 |
+
2024-05-20 02:00:54,358 - INFO - Test loss : 0.8916
|
| 335 |
+
2024-05-20 02:00:54,358 - INFO -
|
| 336 |
+
Epoch 58
|
| 337 |
+
2024-05-20 02:00:56,490 - INFO - [6144/363571] Loss : 1.4213
|
| 338 |
+
2024-05-20 02:01:12,496 - INFO - Test loss : 0.8774
|
| 339 |
+
2024-05-20 02:01:12,497 - INFO -
|
| 340 |
+
Epoch 59
|
| 341 |
+
2024-05-20 02:01:13,673 - INFO - [6144/363571] Loss : 1.4379
|
| 342 |
+
2024-05-20 02:01:29,317 - INFO - Test loss : 0.8125
|
| 343 |
+
2024-05-20 02:01:29,317 - INFO -
|
| 344 |
+
Epoch 60
|
| 345 |
+
2024-05-20 02:01:30,571 - INFO - [6144/363571] Loss : 1.4240
|
| 346 |
+
2024-05-20 02:01:46,531 - INFO - Test loss : 0.8148
|
| 347 |
+
2024-05-20 02:01:47,297 - INFO - (53041,)
|
| 348 |
+
2024-05-20 02:01:47,435 - INFO - Split ID: 0
|
| 349 |
+
2024-05-20 02:01:47,456 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 16.39
|
| 350 |
+
2024-05-20 02:01:47,458 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 29.54
|
| 351 |
+
2024-05-20 02:01:47,460 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 36.72
|
| 352 |
+
2024-05-20 02:01:47,462 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 49.01
|
| 353 |
+
2024-05-20 02:01:47,467 - INFO -
|
| 354 |
+
No prior
|
| 355 |
+
2024-05-20 02:01:47,472 - INFO - (53041,)
|
| 356 |
+
2024-05-20 02:01:47,624 - INFO - Split ID: 0
|
| 357 |
+
2024-05-20 02:01:47,624 - INFO - Top 1 (Epoch 60)acc (%): 69.83
|
| 358 |
+
2024-05-20 02:01:47,624 - INFO - Top 3 (Epoch 60)acc (%): 84.61
|
| 359 |
+
2024-05-20 02:01:47,624 - INFO - Top 5 (Epoch 60)acc (%): 89.23
|
| 360 |
+
2024-05-20 02:01:47,624 - INFO - Top 10 (Epoch 60)acc (%): 94.29
|
| 361 |
+
2024-05-20 02:02:15,080 - INFO - Split ID: 0
|
| 362 |
+
2024-05-20 02:02:15,080 - INFO - Top 1 (Epoch 60)acc (%): 70.61
|
| 363 |
+
2024-05-20 02:02:15,080 - INFO - Top 3 (Epoch 60)acc (%): 85.28
|
| 364 |
+
2024-05-20 02:02:15,080 - INFO - Top 5 (Epoch 60)acc (%): 89.93
|
| 365 |
+
2024-05-20 02:02:15,081 - INFO - Top 10 (Epoch 60)acc (%): 94.76
|
| 366 |
+
2024-05-20 02:02:15,081 - INFO -
|
| 367 |
+
Epoch 61
|
| 368 |
+
2024-05-20 02:02:16,315 - INFO - [6144/363571] Loss : 1.4258
|
| 369 |
+
2024-05-20 02:02:33,813 - INFO - Test loss : 0.9028
|
| 370 |
+
2024-05-20 02:02:33,814 - INFO -
|
| 371 |
+
Epoch 62
|
| 372 |
+
2024-05-20 02:02:36,348 - INFO - [6144/363571] Loss : 1.4333
|
| 373 |
+
2024-05-20 02:02:56,514 - INFO - Test loss : 0.8219
|
| 374 |
+
2024-05-20 02:02:56,514 - INFO -
|
| 375 |
+
Epoch 63
|
| 376 |
+
2024-05-20 02:02:59,457 - INFO - [6144/363571] Loss : 1.4214
|
| 377 |
+
2024-05-20 02:03:15,508 - INFO - Test loss : 0.8046
|
| 378 |
+
2024-05-20 02:03:15,508 - INFO -
|
| 379 |
+
Epoch 64
|
| 380 |
+
2024-05-20 02:03:18,058 - INFO - [6144/363571] Loss : 1.4260
|
| 381 |
+
2024-05-20 02:03:34,149 - INFO - Test loss : 0.8742
|
| 382 |
+
2024-05-20 02:03:34,149 - INFO -
|
| 383 |
+
Epoch 65
|
| 384 |
+
2024-05-20 02:03:37,007 - INFO - [6144/363571] Loss : 1.4329
|
| 385 |
+
2024-05-20 02:03:53,011 - INFO - Test loss : 0.8481
|
| 386 |
+
2024-05-20 02:03:53,011 - INFO -
|
| 387 |
+
Epoch 66
|
| 388 |
+
2024-05-20 02:03:56,132 - INFO - [6144/363571] Loss : 1.4161
|
| 389 |
+
2024-05-20 02:04:12,164 - INFO - Test loss : 0.8349
|
| 390 |
+
2024-05-20 02:04:12,165 - INFO -
|
| 391 |
+
Epoch 67
|
| 392 |
+
2024-05-20 02:04:14,001 - INFO - [6144/363571] Loss : 1.4012
|
| 393 |
+
2024-05-20 02:04:30,151 - INFO - Test loss : 0.7964
|
| 394 |
+
2024-05-20 02:04:30,151 - INFO -
|
| 395 |
+
Epoch 68
|
| 396 |
+
2024-05-20 02:04:33,042 - INFO - [6144/363571] Loss : 1.4240
|
| 397 |
+
2024-05-20 02:04:50,852 - INFO - Test loss : 0.7539
|
| 398 |
+
2024-05-20 02:04:50,852 - INFO -
|
| 399 |
+
Epoch 69
|
| 400 |
+
2024-05-20 02:04:53,300 - INFO - [6144/363571] Loss : 1.4079
|
| 401 |
+
2024-05-20 02:05:12,172 - INFO - Test loss : 0.9241
|
| 402 |
+
2024-05-20 02:05:12,172 - INFO -
|
| 403 |
+
Epoch 70
|
| 404 |
+
2024-05-20 02:05:13,734 - INFO - [6144/363571] Loss : 1.4219
|
| 405 |
+
2024-05-20 02:05:29,784 - INFO - Test loss : 0.8596
|
| 406 |
+
2024-05-20 02:05:30,621 - INFO - (53041,)
|
| 407 |
+
2024-05-20 02:05:30,756 - INFO - Split ID: 0
|
| 408 |
+
2024-05-20 02:05:30,776 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 16.71
|
| 409 |
+
2024-05-20 02:05:30,778 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 28.67
|
| 410 |
+
2024-05-20 02:05:30,780 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 35.84
|
| 411 |
+
2024-05-20 02:05:30,782 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 49.54
|
| 412 |
+
2024-05-20 02:05:30,789 - INFO -
|
| 413 |
+
No prior
|
| 414 |
+
2024-05-20 02:05:30,795 - INFO - (53041,)
|
| 415 |
+
2024-05-20 02:05:30,946 - INFO - Split ID: 0
|
| 416 |
+
2024-05-20 02:05:30,947 - INFO - Top 1 (Epoch 70)acc (%): 69.83
|
| 417 |
+
2024-05-20 02:05:30,947 - INFO - Top 3 (Epoch 70)acc (%): 84.61
|
| 418 |
+
2024-05-20 02:05:30,947 - INFO - Top 5 (Epoch 70)acc (%): 89.23
|
| 419 |
+
2024-05-20 02:05:30,947 - INFO - Top 10 (Epoch 70)acc (%): 94.29
|
| 420 |
+
2024-05-20 02:05:58,389 - INFO - Split ID: 0
|
| 421 |
+
2024-05-20 02:05:58,389 - INFO - Top 1 (Epoch 70)acc (%): 70.61
|
| 422 |
+
2024-05-20 02:05:58,390 - INFO - Top 3 (Epoch 70)acc (%): 85.26
|
| 423 |
+
2024-05-20 02:05:58,390 - INFO - Top 5 (Epoch 70)acc (%): 89.92
|
| 424 |
+
2024-05-20 02:05:58,390 - INFO - Top 10 (Epoch 70)acc (%): 94.76
|
| 425 |
+
2024-05-20 02:05:58,391 - INFO -
|
| 426 |
+
Epoch 71
|
| 427 |
+
2024-05-20 02:06:00,572 - INFO - [6144/363571] Loss : 1.4255
|
| 428 |
+
2024-05-20 02:06:16,540 - INFO - Test loss : 0.7925
|
| 429 |
+
2024-05-20 02:06:16,540 - INFO -
|
| 430 |
+
Epoch 72
|
| 431 |
+
2024-05-20 02:06:18,227 - INFO - [6144/363571] Loss : 1.4003
|
| 432 |
+
2024-05-20 02:06:34,293 - INFO - Test loss : 0.8432
|
| 433 |
+
2024-05-20 02:06:34,294 - INFO -
|
| 434 |
+
Epoch 73
|
| 435 |
+
2024-05-20 02:06:37,143 - INFO - [6144/363571] Loss : 1.4279
|
| 436 |
+
2024-05-20 02:06:54,564 - INFO - Test loss : 0.8315
|
| 437 |
+
2024-05-20 02:06:54,564 - INFO -
|
| 438 |
+
Epoch 74
|
| 439 |
+
2024-05-20 02:06:57,096 - INFO - [6144/363571] Loss : 1.4129
|
| 440 |
+
2024-05-20 02:07:15,674 - INFO - Test loss : 0.8303
|
| 441 |
+
2024-05-20 02:07:15,674 - INFO -
|
| 442 |
+
Epoch 75
|
| 443 |
+
2024-05-20 02:07:18,683 - INFO - [6144/363571] Loss : 1.4203
|
| 444 |
+
2024-05-20 02:07:34,808 - INFO - Test loss : 0.8224
|
| 445 |
+
2024-05-20 02:07:34,808 - INFO -
|
| 446 |
+
Epoch 76
|
| 447 |
+
2024-05-20 02:07:37,821 - INFO - [6144/363571] Loss : 1.4010
|
| 448 |
+
2024-05-20 02:07:53,990 - INFO - Test loss : 0.7897
|
| 449 |
+
2024-05-20 02:07:53,991 - INFO -
|
| 450 |
+
Epoch 77
|
| 451 |
+
2024-05-20 02:07:56,955 - INFO - [6144/363571] Loss : 1.4112
|
| 452 |
+
2024-05-20 02:08:12,855 - INFO - Test loss : 0.8891
|
| 453 |
+
2024-05-20 02:08:12,856 - INFO -
|
| 454 |
+
Epoch 78
|
| 455 |
+
2024-05-20 02:08:14,910 - INFO - [6144/363571] Loss : 1.3977
|
| 456 |
+
2024-05-20 02:08:31,054 - INFO - Test loss : 0.8069
|
| 457 |
+
2024-05-20 02:08:31,054 - INFO -
|
| 458 |
+
Epoch 79
|
| 459 |
+
2024-05-20 02:08:32,342 - INFO - [6144/363571] Loss : 1.3934
|
| 460 |
+
2024-05-20 02:08:48,197 - INFO - Test loss : 0.8067
|
| 461 |
+
2024-05-20 02:08:48,197 - INFO -
|
| 462 |
+
Epoch 80
|
| 463 |
+
2024-05-20 02:08:49,623 - INFO - [6144/363571] Loss : 1.4022
|
| 464 |
+
2024-05-20 02:09:08,879 - INFO - Test loss : 0.8244
|
| 465 |
+
2024-05-20 02:09:09,719 - INFO - (53041,)
|
| 466 |
+
2024-05-20 02:09:09,857 - INFO - Split ID: 0
|
| 467 |
+
2024-05-20 02:09:09,876 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 17.49
|
| 468 |
+
2024-05-20 02:09:09,878 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 29.97
|
| 469 |
+
2024-05-20 02:09:09,880 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 36.16
|
| 470 |
+
2024-05-20 02:09:09,882 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 50.55
|
| 471 |
+
2024-05-20 02:09:09,890 - INFO -
|
| 472 |
+
No prior
|
| 473 |
+
2024-05-20 02:09:09,896 - INFO - (53041,)
|
| 474 |
+
2024-05-20 02:09:10,048 - INFO - Split ID: 0
|
| 475 |
+
2024-05-20 02:09:10,048 - INFO - Top 1 (Epoch 80)acc (%): 69.83
|
| 476 |
+
2024-05-20 02:09:10,048 - INFO - Top 3 (Epoch 80)acc (%): 84.61
|
| 477 |
+
2024-05-20 02:09:10,048 - INFO - Top 5 (Epoch 80)acc (%): 89.23
|
| 478 |
+
2024-05-20 02:09:10,048 - INFO - Top 10 (Epoch 80)acc (%): 94.29
|
| 479 |
+
2024-05-20 02:09:37,620 - INFO - Split ID: 0
|
| 480 |
+
2024-05-20 02:09:37,620 - INFO - Top 1 (Epoch 80)acc (%): 70.68
|
| 481 |
+
2024-05-20 02:09:37,621 - INFO - Top 3 (Epoch 80)acc (%): 85.3
|
| 482 |
+
2024-05-20 02:09:37,621 - INFO - Top 5 (Epoch 80)acc (%): 89.96
|
| 483 |
+
2024-05-20 02:09:37,621 - INFO - Top 10 (Epoch 80)acc (%): 94.78
|
| 484 |
+
2024-05-20 02:09:37,621 - INFO -
|
| 485 |
+
Epoch 81
|
| 486 |
+
2024-05-20 02:09:40,377 - INFO - [6144/363571] Loss : 1.4026
|
| 487 |
+
2024-05-20 02:09:56,580 - INFO - Test loss : 0.8392
|
| 488 |
+
2024-05-20 02:09:56,580 - INFO -
|
| 489 |
+
Epoch 82
|
| 490 |
+
2024-05-20 02:09:59,135 - INFO - [6144/363571] Loss : 1.4001
|
| 491 |
+
2024-05-20 02:10:15,636 - INFO - Test loss : 0.8100
|
| 492 |
+
2024-05-20 02:10:15,636 - INFO -
|
| 493 |
+
Epoch 83
|
| 494 |
+
2024-05-20 02:10:17,662 - INFO - [6144/363571] Loss : 1.3978
|
| 495 |
+
2024-05-20 02:10:33,750 - INFO - Test loss : 0.8179
|
| 496 |
+
2024-05-20 02:10:33,751 - INFO -
|
| 497 |
+
Epoch 84
|
| 498 |
+
2024-05-20 02:10:36,673 - INFO - [6144/363571] Loss : 1.3992
|
| 499 |
+
2024-05-20 02:10:52,894 - INFO - Test loss : 0.7732
|
| 500 |
+
2024-05-20 02:10:52,894 - INFO -
|
| 501 |
+
Epoch 85
|
| 502 |
+
2024-05-20 02:10:54,542 - INFO - [6144/363571] Loss : 1.3955
|
| 503 |
+
2024-05-20 02:11:12,953 - INFO - Test loss : 0.7985
|
| 504 |
+
2024-05-20 02:11:12,953 - INFO -
|
| 505 |
+
Epoch 86
|
| 506 |
+
2024-05-20 02:11:15,426 - INFO - [6144/363571] Loss : 1.4003
|
| 507 |
+
2024-05-20 02:11:34,029 - INFO - Test loss : 0.8278
|
| 508 |
+
2024-05-20 02:11:34,029 - INFO -
|
| 509 |
+
Epoch 87
|
| 510 |
+
2024-05-20 02:11:36,919 - INFO - [6144/363571] Loss : 1.4047
|
| 511 |
+
2024-05-20 02:11:52,899 - INFO - Test loss : 0.7683
|
| 512 |
+
2024-05-20 02:11:52,900 - INFO -
|
| 513 |
+
Epoch 88
|
| 514 |
+
2024-05-20 02:11:55,888 - INFO - [6144/363571] Loss : 1.3896
|
| 515 |
+
2024-05-20 02:12:11,842 - INFO - Test loss : 0.8383
|
| 516 |
+
2024-05-20 02:12:11,842 - INFO -
|
| 517 |
+
Epoch 89
|
| 518 |
+
2024-05-20 02:12:14,451 - INFO - [6144/363571] Loss : 1.3755
|
| 519 |
+
2024-05-20 02:12:30,310 - INFO - Test loss : 0.8096
|
| 520 |
+
2024-05-20 02:12:30,310 - INFO -
|
| 521 |
+
Epoch 90
|
| 522 |
+
2024-05-20 02:12:31,788 - INFO - [6144/363571] Loss : 1.3958
|
| 523 |
+
2024-05-20 02:12:47,824 - INFO - Test loss : 0.7349
|
| 524 |
+
2024-05-20 02:12:48,655 - INFO - (53041,)
|
| 525 |
+
2024-05-20 02:12:48,793 - INFO - Split ID: 0
|
| 526 |
+
2024-05-20 02:12:48,812 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 16.78
|
| 527 |
+
2024-05-20 02:12:48,814 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 29.05
|
| 528 |
+
2024-05-20 02:12:48,816 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 36.07
|
| 529 |
+
2024-05-20 02:12:48,817 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 51.78
|
| 530 |
+
2024-05-20 02:12:48,824 - INFO -
|
| 531 |
+
No prior
|
| 532 |
+
2024-05-20 02:12:48,830 - INFO - (53041,)
|
| 533 |
+
2024-05-20 02:12:48,981 - INFO - Split ID: 0
|
| 534 |
+
2024-05-20 02:12:48,981 - INFO - Top 1 (Epoch 90)acc (%): 69.83
|
| 535 |
+
2024-05-20 02:12:48,981 - INFO - Top 3 (Epoch 90)acc (%): 84.61
|
| 536 |
+
2024-05-20 02:12:48,981 - INFO - Top 5 (Epoch 90)acc (%): 89.23
|
| 537 |
+
2024-05-20 02:12:48,981 - INFO - Top 10 (Epoch 90)acc (%): 94.29
|
| 538 |
+
2024-05-20 02:13:16,487 - INFO - Split ID: 0
|
| 539 |
+
2024-05-20 02:13:16,487 - INFO - Top 1 (Epoch 90)acc (%): 70.65
|
| 540 |
+
2024-05-20 02:13:16,487 - INFO - Top 3 (Epoch 90)acc (%): 85.32
|
| 541 |
+
2024-05-20 02:13:16,487 - INFO - Top 5 (Epoch 90)acc (%): 89.93
|
| 542 |
+
2024-05-20 02:13:16,487 - INFO - Top 10 (Epoch 90)acc (%): 94.8
|
| 543 |
+
2024-05-20 02:13:16,488 - INFO -
|
| 544 |
+
Epoch 91
|
| 545 |
+
2024-05-20 02:13:18,974 - INFO - [6144/363571] Loss : 1.3932
|
| 546 |
+
2024-05-20 02:13:36,912 - INFO - Test loss : 0.8318
|
| 547 |
+
2024-05-20 02:13:36,912 - INFO -
|
| 548 |
+
Epoch 92
|
| 549 |
+
2024-05-20 02:13:39,803 - INFO - [6144/363571] Loss : 1.3955
|
| 550 |
+
2024-05-20 02:13:56,063 - INFO - Test loss : 0.8082
|
| 551 |
+
2024-05-20 02:13:56,063 - INFO -
|
| 552 |
+
Epoch 93
|
| 553 |
+
2024-05-20 02:13:57,531 - INFO - [6144/363571] Loss : 1.3895
|
| 554 |
+
2024-05-20 02:14:13,446 - INFO - Test loss : 0.8027
|
| 555 |
+
2024-05-20 02:14:13,446 - INFO -
|
| 556 |
+
Epoch 94
|
| 557 |
+
2024-05-20 02:14:14,996 - INFO - [6144/363571] Loss : 1.3869
|
| 558 |
+
2024-05-20 02:14:30,862 - INFO - Test loss : 0.7987
|
| 559 |
+
2024-05-20 02:14:30,862 - INFO -
|
| 560 |
+
Epoch 95
|
| 561 |
+
2024-05-20 02:14:33,375 - INFO - [6144/363571] Loss : 1.4040
|
| 562 |
+
2024-05-20 02:14:49,508 - INFO - Test loss : 0.8088
|
| 563 |
+
2024-05-20 02:14:49,509 - INFO -
|
| 564 |
+
Epoch 96
|
| 565 |
+
2024-05-20 02:14:51,894 - INFO - [6144/363571] Loss : 1.3884
|
| 566 |
+
2024-05-20 02:15:08,176 - INFO - Test loss : 0.7524
|
| 567 |
+
2024-05-20 02:15:08,176 - INFO -
|
| 568 |
+
Epoch 97
|
| 569 |
+
2024-05-20 02:15:09,913 - INFO - [6144/363571] Loss : 1.3906
|
| 570 |
+
2024-05-20 02:15:27,073 - INFO - Test loss : 0.7885
|
| 571 |
+
2024-05-20 02:15:27,074 - INFO -
|
| 572 |
+
Epoch 98
|
| 573 |
+
2024-05-20 02:15:29,609 - INFO - [6144/363571] Loss : 1.3809
|
| 574 |
+
2024-05-20 02:15:48,870 - INFO - Test loss : 0.8263
|
| 575 |
+
2024-05-20 02:15:48,870 - INFO -
|
| 576 |
+
Epoch 99
|
| 577 |
+
2024-05-20 02:15:50,835 - INFO - [6144/363571] Loss : 1.3812
|
| 578 |
+
2024-05-20 02:16:06,966 - INFO - Test loss : 0.7424
|
| 579 |
+
2024-05-20 02:16:06,966 - INFO - Saving output model to ../models/rbf/model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.pth.tar
|
| 580 |
+
2024-05-20 02:16:06,973 - INFO - Saving output model to ../models/rbf/model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.pth.tar
|
| 581 |
+
2024-05-20 02:16:06,981 - INFO -
|
| 582 |
+
No prior
|
| 583 |
+
2024-05-20 02:16:06,986 - INFO - (53041,)
|
| 584 |
+
2024-05-20 02:16:07,139 - INFO - Split ID: 0
|
| 585 |
+
2024-05-20 02:16:07,139 - INFO - Top 1 acc (%): 69.83
|
| 586 |
+
2024-05-20 02:16:07,139 - INFO - Top 3 acc (%): 84.61
|
| 587 |
+
2024-05-20 02:16:07,139 - INFO - Top 5 acc (%): 89.23
|
| 588 |
+
2024-05-20 02:16:07,140 - INFO - Top 10 acc (%): 94.29
|
| 589 |
+
2024-05-20 02:16:34,598 - INFO - Split ID: 0
|
| 590 |
+
2024-05-20 02:16:34,598 - INFO - Top 1 acc (%): 70.68
|
| 591 |
+
2024-05-20 02:16:34,598 - INFO - Top 3 acc (%): 85.31
|
| 592 |
+
2024-05-20 02:16:34,598 - INFO - Top 5 acc (%): 89.95
|
| 593 |
+
2024-05-20 02:16:34,598 - INFO - Top 10 acc (%): 94.79
|
| 594 |
+
2024-05-20 02:16:34,599 - INFO -
|
| 595 |
+
rbf
|
| 596 |
+
2024-05-20 02:16:34,599 - INFO - Model : model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.pth.tar
|
| 597 |
+
2024-05-20 02:16:35,434 - INFO - (53041,)
|
| 598 |
+
2024-05-20 02:16:35,572 - INFO - Split ID: 0
|
| 599 |
+
2024-05-20 02:16:35,590 - INFO - Top 1 LocEnc acc (%): 17.16
|
| 600 |
+
2024-05-20 02:16:35,592 - INFO - Top 3 LocEnc acc (%): 29.87
|
| 601 |
+
2024-05-20 02:16:35,593 - INFO - Top 5 LocEnc acc (%): 36.75
|
| 602 |
+
2024-05-20 02:16:35,595 - INFO - Top 10 LocEnc acc (%): 51.89
|
| 603 |
+
2024-05-27 13:21:37,257 - INFO -
|
| 604 |
+
num_classes 62
|
| 605 |
+
2024-05-27 13:21:37,338 - INFO - num train 363571
|
| 606 |
+
2024-05-27 13:21:37,338 - INFO - num val 53041
|
| 607 |
+
2024-05-27 13:21:37,338 - INFO - train loss full_loss
|
| 608 |
+
2024-05-27 13:21:37,338 - INFO - model name ../models/rbf/model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.pth.tar
|
| 609 |
+
2024-05-27 13:21:37,338 - INFO - num users 1
|
| 610 |
+
2024-05-27 13:21:37,601 - INFO -
|
| 611 |
+
Epoch 0
|
| 612 |
+
2024-05-27 13:21:44,364 - INFO - [6144/363571] Loss : 1.9602
|
| 613 |
+
2024-05-27 13:22:37,899 - INFO - Test loss : 1.0248
|
| 614 |
+
2024-05-27 13:22:37,900 - INFO -
|
| 615 |
+
Epoch 1
|
| 616 |
+
2024-05-27 13:22:44,122 - INFO - [6144/363571] Loss : 1.7527
|
| 617 |
+
2024-05-27 13:23:46,025 - INFO - Test loss : 0.9457
|
| 618 |
+
2024-05-27 13:23:46,025 - INFO -
|
| 619 |
+
Epoch 2
|
| 620 |
+
2024-05-27 13:23:53,854 - INFO - [6144/363571] Loss : 1.6855
|
| 621 |
+
2024-05-27 13:25:12,537 - INFO - Test loss : 0.9334
|
| 622 |
+
2024-05-27 13:25:12,538 - INFO -
|
| 623 |
+
Epoch 3
|
| 624 |
+
2024-05-27 13:25:21,990 - INFO - [6144/363571] Loss : 1.6565
|
| 625 |
+
2024-05-27 13:26:40,636 - INFO - Test loss : 0.9030
|
| 626 |
+
2024-05-27 13:26:40,636 - INFO -
|
| 627 |
+
Epoch 4
|
| 628 |
+
2024-05-27 13:26:49,964 - INFO - [6144/363571] Loss : 1.6320
|
| 629 |
+
2024-05-27 13:28:09,760 - INFO - Test loss : 0.9233
|
| 630 |
+
2024-05-27 13:28:09,760 - INFO -
|
| 631 |
+
Epoch 5
|
| 632 |
+
2024-05-27 13:28:19,617 - INFO - [6144/363571] Loss : 1.6207
|
| 633 |
+
2024-05-27 13:29:38,777 - INFO - Test loss : 0.9310
|
| 634 |
+
2024-05-27 13:29:38,777 - INFO -
|
| 635 |
+
Epoch 6
|
| 636 |
+
2024-05-27 13:29:48,212 - INFO - [6144/363571] Loss : 1.6032
|
| 637 |
+
2024-05-27 13:31:06,770 - INFO - Test loss : 0.9082
|
| 638 |
+
2024-05-27 13:31:06,770 - INFO -
|
| 639 |
+
Epoch 7
|
| 640 |
+
2024-05-27 13:31:16,078 - INFO - [6144/363571] Loss : 1.5717
|
| 641 |
+
2024-05-27 13:32:32,496 - INFO - Test loss : 0.9459
|
| 642 |
+
2024-05-27 13:32:32,505 - INFO -
|
| 643 |
+
Epoch 8
|
| 644 |
+
2024-05-27 13:32:41,814 - INFO - [6144/363571] Loss : 1.5711
|
| 645 |
+
2024-05-27 13:34:11,720 - INFO - Test loss : 0.8321
|
| 646 |
+
2024-05-27 13:34:11,720 - INFO -
|
| 647 |
+
Epoch 9
|
| 648 |
+
2024-05-27 13:34:22,933 - INFO - [6144/363571] Loss : 1.5712
|
| 649 |
+
2024-05-27 13:35:54,660 - INFO - Test loss : 0.9184
|
| 650 |
+
2024-05-27 13:35:54,660 - INFO -
|
| 651 |
+
Epoch 10
|
| 652 |
+
2024-05-27 13:36:05,436 - INFO - [6144/363571] Loss : 1.5728
|
| 653 |
+
2024-05-27 13:37:36,703 - INFO - Test loss : 0.8173
|
| 654 |
+
2024-05-27 13:37:36,704 - INFO -
|
| 655 |
+
Epoch 11
|
| 656 |
+
2024-05-27 13:37:47,739 - INFO - [6144/363571] Loss : 1.5544
|
| 657 |
+
2024-05-27 13:39:19,241 - INFO - Test loss : 0.7897
|
| 658 |
+
2024-05-27 13:39:19,241 - INFO -
|
| 659 |
+
Epoch 12
|
| 660 |
+
2024-05-27 13:39:30,211 - INFO - [6144/363571] Loss : 1.5719
|
| 661 |
+
2024-05-27 13:41:01,896 - INFO - Test loss : 0.9104
|
| 662 |
+
2024-05-27 13:41:01,907 - INFO -
|
| 663 |
+
Epoch 13
|
| 664 |
+
2024-05-27 13:41:12,844 - INFO - [6144/363571] Loss : 1.5649
|
| 665 |
+
2024-05-27 13:42:44,656 - INFO - Test loss : 0.9694
|
| 666 |
+
2024-05-27 13:42:44,656 - INFO -
|
| 667 |
+
Epoch 14
|
| 668 |
+
2024-05-27 13:42:54,089 - INFO - [6144/363571] Loss : 1.5460
|
| 669 |
+
2024-05-27 13:44:15,105 - INFO - Test loss : 0.8631
|
| 670 |
+
2024-05-27 13:44:15,106 - INFO -
|
| 671 |
+
Epoch 15
|
| 672 |
+
2024-05-27 13:44:24,386 - INFO - [6144/363571] Loss : 1.5640
|
| 673 |
+
2024-05-27 13:45:43,292 - INFO - Test loss : 0.9039
|
| 674 |
+
2024-05-27 13:45:43,293 - INFO -
|
| 675 |
+
Epoch 16
|
| 676 |
+
2024-05-27 13:45:52,955 - INFO - [6144/363571] Loss : 1.5487
|
| 677 |
+
2024-05-27 13:47:11,353 - INFO - Test loss : 0.8757
|
| 678 |
+
2024-05-27 13:47:11,353 - INFO -
|
| 679 |
+
Epoch 17
|
| 680 |
+
2024-05-27 13:47:20,831 - INFO - [6144/363571] Loss : 1.5390
|
| 681 |
+
2024-05-27 13:48:38,884 - INFO - Test loss : 0.8668
|
| 682 |
+
2024-05-27 13:48:38,884 - INFO -
|
| 683 |
+
Epoch 18
|
| 684 |
+
2024-05-27 13:48:48,164 - INFO - [6144/363571] Loss : 1.5320
|
| 685 |
+
2024-05-27 13:50:06,144 - INFO - Test loss : 0.8507
|
| 686 |
+
2024-05-27 13:50:06,144 - INFO -
|
| 687 |
+
Epoch 19
|
| 688 |
+
2024-05-27 13:50:15,715 - INFO - [6144/363571] Loss : 1.5237
|
| 689 |
+
2024-05-27 13:51:36,772 - INFO - Test loss : 0.8575
|
| 690 |
+
2024-05-27 13:51:36,772 - INFO -
|
| 691 |
+
Epoch 20
|
| 692 |
+
2024-05-27 13:51:47,605 - INFO - [6144/363571] Loss : 1.5336
|
| 693 |
+
2024-05-27 13:53:19,011 - INFO - Test loss : 0.9112
|
| 694 |
+
2024-05-27 13:53:19,012 - INFO -
|
| 695 |
+
Epoch 21
|
| 696 |
+
2024-05-27 13:53:29,899 - INFO - [6144/363571] Loss : 1.5297
|
| 697 |
+
2024-05-27 13:55:01,482 - INFO - Test loss : 0.9330
|
| 698 |
+
2024-05-27 13:55:01,482 - INFO -
|
| 699 |
+
Epoch 22
|
| 700 |
+
2024-05-27 13:55:12,428 - INFO - [6144/363571] Loss : 1.5357
|
| 701 |
+
2024-05-27 13:56:43,837 - INFO - Test loss : 0.8863
|
| 702 |
+
2024-05-27 13:56:43,837 - INFO -
|
| 703 |
+
Epoch 23
|
| 704 |
+
2024-05-27 13:56:54,799 - INFO - [6144/363571] Loss : 1.5161
|
| 705 |
+
2024-05-27 13:58:27,852 - INFO - Test loss : 0.8373
|
| 706 |
+
2024-05-27 13:58:27,853 - INFO -
|
| 707 |
+
Epoch 24
|
| 708 |
+
2024-05-27 13:58:38,790 - INFO - [6144/363571] Loss : 1.5126
|
| 709 |
+
2024-05-27 14:00:11,162 - INFO - Test loss : 0.8920
|
| 710 |
+
2024-05-27 14:00:11,162 - INFO -
|
| 711 |
+
Epoch 25
|
| 712 |
+
2024-05-27 14:00:22,222 - INFO - [6144/363571] Loss : 1.5086
|
| 713 |
+
2024-05-27 14:01:54,444 - INFO - Test loss : 0.8893
|
| 714 |
+
2024-05-27 14:01:54,444 - INFO -
|
| 715 |
+
Epoch 26
|
| 716 |
+
2024-05-27 14:02:05,425 - INFO - [6144/363571] Loss : 1.5069
|
| 717 |
+
2024-05-27 14:03:38,801 - INFO - Test loss : 0.8828
|
| 718 |
+
2024-05-27 14:03:38,801 - INFO -
|
| 719 |
+
Epoch 27
|
| 720 |
+
2024-05-27 14:03:49,790 - INFO - [6144/363571] Loss : 1.5129
|
| 721 |
+
2024-05-27 14:05:22,122 - INFO - Test loss : 0.9448
|
| 722 |
+
2024-05-27 14:05:22,122 - INFO -
|
| 723 |
+
Epoch 28
|
| 724 |
+
2024-05-27 14:05:33,103 - INFO - [6144/363571] Loss : 1.5121
|
| 725 |
+
2024-05-27 14:07:06,181 - INFO - Test loss : 0.7895
|
| 726 |
+
2024-05-27 14:07:06,181 - INFO -
|
| 727 |
+
Epoch 29
|
| 728 |
+
2024-05-27 14:07:17,177 - INFO - [6144/363571] Loss : 1.5126
|
| 729 |
+
2024-05-27 14:08:49,494 - INFO - Test loss : 0.8357
|
| 730 |
+
2024-05-27 14:08:49,494 - INFO -
|
| 731 |
+
Epoch 30
|
| 732 |
+
2024-05-27 14:09:00,470 - INFO - [6144/363571] Loss : 1.5082
|
| 733 |
+
2024-05-27 14:10:32,894 - INFO - Test loss : 0.9117
|
| 734 |
+
2024-05-27 14:10:32,894 - INFO -
|
| 735 |
+
Epoch 31
|
| 736 |
+
2024-05-27 14:10:43,878 - INFO - [6144/363571] Loss : 1.5035
|
| 737 |
+
2024-05-27 14:12:16,025 - INFO - Test loss : 0.8369
|
| 738 |
+
2024-05-27 14:12:16,026 - INFO -
|
| 739 |
+
Epoch 32
|
| 740 |
+
2024-05-27 14:12:27,092 - INFO - [6144/363571] Loss : 1.4989
|
| 741 |
+
2024-05-27 14:13:52,648 - INFO - Test loss : 0.9096
|
| 742 |
+
2024-05-27 14:13:52,649 - INFO -
|
| 743 |
+
Epoch 33
|
| 744 |
+
2024-05-27 14:14:02,191 - INFO - [6144/363571] Loss : 1.4849
|
| 745 |
+
2024-05-27 14:15:21,735 - INFO - Test loss : 0.8429
|
| 746 |
+
2024-05-27 14:15:21,735 - INFO -
|
| 747 |
+
Epoch 34
|
| 748 |
+
2024-05-27 14:15:31,110 - INFO - [6144/363571] Loss : 1.4922
|
| 749 |
+
2024-05-27 14:16:50,243 - INFO - Test loss : 0.8725
|
| 750 |
+
2024-05-27 14:16:50,243 - INFO -
|
| 751 |
+
Epoch 35
|
| 752 |
+
2024-05-27 14:16:59,758 - INFO - [6144/363571] Loss : 1.5077
|
| 753 |
+
2024-05-27 14:18:18,793 - INFO - Test loss : 0.8341
|
| 754 |
+
2024-05-27 14:18:18,794 - INFO -
|
| 755 |
+
Epoch 36
|
| 756 |
+
2024-05-27 14:18:28,287 - INFO - [6144/363571] Loss : 1.4874
|
| 757 |
+
2024-05-27 14:19:47,614 - INFO - Test loss : 0.8327
|
| 758 |
+
2024-05-27 14:19:47,614 - INFO -
|
| 759 |
+
Epoch 37
|
| 760 |
+
2024-05-27 14:19:57,478 - INFO - [6144/363571] Loss : 1.4853
|
| 761 |
+
2024-05-27 14:21:16,820 - INFO - Test loss : 0.9087
|
| 762 |
+
2024-05-27 14:21:16,820 - INFO -
|
| 763 |
+
Epoch 38
|
| 764 |
+
2024-05-27 14:21:26,305 - INFO - [6144/363571] Loss : 1.4911
|
| 765 |
+
2024-05-27 14:22:45,689 - INFO - Test loss : 0.9054
|
| 766 |
+
2024-05-27 14:22:45,689 - INFO -
|
| 767 |
+
Epoch 39
|
| 768 |
+
2024-05-27 14:22:55,176 - INFO - [6144/363571] Loss : 1.5002
|
| 769 |
+
2024-05-27 14:24:18,501 - INFO - Test loss : 0.8471
|
| 770 |
+
2024-05-27 14:24:18,501 - INFO -
|
| 771 |
+
Epoch 40
|
| 772 |
+
2024-05-27 14:24:29,492 - INFO - [6144/363571] Loss : 1.4837
|
| 773 |
+
2024-05-27 14:26:01,989 - INFO - Test loss : 0.8154
|
| 774 |
+
2024-05-27 14:26:01,989 - INFO -
|
| 775 |
+
Epoch 41
|
| 776 |
+
2024-05-27 14:26:13,013 - INFO - [6144/363571] Loss : 1.4912
|
| 777 |
+
2024-05-27 14:27:44,494 - INFO - Test loss : 0.8003
|
| 778 |
+
2024-05-27 14:27:44,494 - INFO -
|
| 779 |
+
Epoch 42
|
| 780 |
+
2024-05-27 14:27:55,601 - INFO - [6144/363571] Loss : 1.4966
|
| 781 |
+
2024-05-27 14:29:27,794 - INFO - Test loss : 0.9028
|
| 782 |
+
2024-05-27 14:29:27,803 - INFO -
|
| 783 |
+
Epoch 43
|
| 784 |
+
2024-05-27 14:29:38,718 - INFO - [6144/363571] Loss : 1.5017
|
| 785 |
+
2024-05-27 14:31:10,508 - INFO - Test loss : 0.8482
|
| 786 |
+
2024-05-27 14:31:10,508 - INFO -
|
| 787 |
+
Epoch 44
|
| 788 |
+
2024-05-27 14:31:21,374 - INFO - [6144/363571] Loss : 1.4705
|
| 789 |
+
2024-05-27 14:32:53,327 - INFO - Test loss : 0.8158
|
| 790 |
+
2024-05-27 14:32:53,327 - INFO -
|
| 791 |
+
Epoch 45
|
| 792 |
+
2024-05-27 14:33:04,184 - INFO - [6144/363571] Loss : 1.4806
|
| 793 |
+
2024-05-27 14:34:35,964 - INFO - Test loss : 0.9718
|
| 794 |
+
2024-05-27 14:34:35,965 - INFO -
|
| 795 |
+
Epoch 46
|
| 796 |
+
2024-05-27 14:34:46,968 - INFO - [6144/363571] Loss : 1.4711
|
| 797 |
+
2024-05-27 14:36:19,877 - INFO - Test loss : 0.8252
|
| 798 |
+
2024-05-27 14:36:19,877 - INFO -
|
| 799 |
+
Epoch 47
|
| 800 |
+
2024-05-27 14:36:30,794 - INFO - [6144/363571] Loss : 1.4782
|
| 801 |
+
2024-05-27 14:38:03,148 - INFO - Test loss : 0.8810
|
| 802 |
+
2024-05-27 14:38:03,148 - INFO -
|
| 803 |
+
Epoch 48
|
| 804 |
+
2024-05-27 14:38:14,161 - INFO - [6144/363571] Loss : 1.4757
|
| 805 |
+
2024-05-27 14:39:46,280 - INFO - Test loss : 0.8550
|
| 806 |
+
2024-05-27 14:39:46,280 - INFO -
|
| 807 |
+
Epoch 49
|
| 808 |
+
2024-05-27 14:39:57,163 - INFO - [6144/363571] Loss : 1.4745
|
| 809 |
+
2024-05-27 14:41:28,928 - INFO - Test loss : 0.8883
|
| 810 |
+
2024-05-27 14:41:28,928 - INFO -
|
| 811 |
+
Epoch 50
|
| 812 |
+
2024-05-27 14:41:39,800 - INFO - [6144/363571] Loss : 1.4696
|
| 813 |
+
2024-05-27 14:43:12,654 - INFO - Test loss : 0.8416
|
| 814 |
+
2024-05-27 14:43:12,655 - INFO -
|
| 815 |
+
Epoch 51
|
| 816 |
+
2024-05-27 14:43:22,887 - INFO - [6144/363571] Loss : 1.4623
|
| 817 |
+
2024-05-27 14:44:54,495 - INFO - Test loss : 0.9111
|
| 818 |
+
2024-05-27 14:44:54,495 - INFO -
|
| 819 |
+
Epoch 52
|
| 820 |
+
2024-05-27 14:45:05,369 - INFO - [6144/363571] Loss : 1.4685
|
| 821 |
+
2024-05-27 14:46:36,777 - INFO - Test loss : 0.8894
|
| 822 |
+
2024-05-27 14:46:36,778 - INFO -
|
| 823 |
+
Epoch 53
|
| 824 |
+
2024-05-27 14:46:47,668 - INFO - [6144/363571] Loss : 1.4583
|
| 825 |
+
2024-05-27 14:48:19,377 - INFO - Test loss : 0.7843
|
| 826 |
+
2024-05-27 14:48:19,378 - INFO -
|
| 827 |
+
Epoch 54
|
| 828 |
+
2024-05-27 14:48:30,287 - INFO - [6144/363571] Loss : 1.4754
|
| 829 |
+
2024-05-27 14:50:01,812 - INFO - Test loss : 0.8779
|
| 830 |
+
2024-05-27 14:50:01,813 - INFO -
|
| 831 |
+
Epoch 55
|
| 832 |
+
2024-05-27 14:50:12,745 - INFO - [6144/363571] Loss : 1.4833
|
| 833 |
+
2024-05-27 14:51:44,918 - INFO - Test loss : 0.8881
|
| 834 |
+
2024-05-27 14:51:44,919 - INFO -
|
| 835 |
+
Epoch 56
|
| 836 |
+
2024-05-27 14:51:54,489 - INFO - [6144/363571] Loss : 1.4696
|
| 837 |
+
2024-05-27 14:53:10,896 - INFO - Test loss : 0.8082
|
| 838 |
+
2024-05-27 14:53:10,896 - INFO -
|
| 839 |
+
Epoch 57
|
| 840 |
+
2024-05-27 14:53:20,283 - INFO - [6144/363571] Loss : 1.4740
|
| 841 |
+
2024-05-27 14:54:53,926 - INFO - Test loss : 0.9193
|
| 842 |
+
2024-05-27 14:54:53,926 - INFO -
|
| 843 |
+
Epoch 58
|
| 844 |
+
2024-05-27 14:55:05,052 - INFO - [6144/363571] Loss : 1.4859
|
| 845 |
+
2024-05-27 14:56:39,097 - INFO - Test loss : 0.7900
|
| 846 |
+
2024-05-27 14:56:39,097 - INFO -
|
| 847 |
+
Epoch 59
|
| 848 |
+
2024-05-27 14:56:50,169 - INFO - [6144/363571] Loss : 1.4702
|
| 849 |
+
2024-05-27 14:58:22,137 - INFO - Test loss : 0.8881
|
| 850 |
+
2024-05-27 14:58:22,137 - INFO -
|
| 851 |
+
Epoch 60
|
| 852 |
+
2024-05-27 14:58:33,037 - INFO - [6144/363571] Loss : 1.4576
|
| 853 |
+
2024-05-27 15:00:06,591 - INFO - Test loss : 0.8367
|
| 854 |
+
2024-05-27 15:00:06,591 - INFO -
|
| 855 |
+
Epoch 61
|
| 856 |
+
2024-05-27 15:00:17,507 - INFO - [6144/363571] Loss : 1.4625
|
| 857 |
+
2024-05-27 15:01:45,707 - INFO - Test loss : 0.8211
|
| 858 |
+
2024-05-27 15:01:45,708 - INFO -
|
| 859 |
+
Epoch 62
|
| 860 |
+
2024-05-27 15:01:55,140 - INFO - [6144/363571] Loss : 1.4526
|
| 861 |
+
2024-05-27 15:03:14,309 - INFO - Test loss : 0.8961
|
| 862 |
+
2024-05-27 15:03:14,310 - INFO -
|
| 863 |
+
Epoch 63
|
| 864 |
+
2024-05-27 15:03:23,722 - INFO - [6144/363571] Loss : 1.4547
|
| 865 |
+
2024-05-27 15:04:42,843 - INFO - Test loss : 0.8158
|
| 866 |
+
2024-05-27 15:04:42,843 - INFO -
|
| 867 |
+
Epoch 64
|
| 868 |
+
2024-05-27 15:04:52,222 - INFO - [6144/363571] Loss : 1.4457
|
| 869 |
+
2024-05-27 15:06:12,507 - INFO - Test loss : 0.8774
|
| 870 |
+
2024-05-27 15:06:12,507 - INFO -
|
| 871 |
+
Epoch 65
|
| 872 |
+
2024-05-27 15:06:20,939 - INFO - [6144/363571] Loss : 1.4432
|
| 873 |
+
2024-05-27 15:07:39,082 - INFO - Test loss : 0.8477
|
| 874 |
+
2024-05-27 15:07:39,083 - INFO -
|
| 875 |
+
Epoch 66
|
| 876 |
+
2024-05-27 15:07:48,414 - INFO - [6144/363571] Loss : 1.4449
|
| 877 |
+
2024-05-27 15:09:06,367 - INFO - Test loss : 0.8477
|
| 878 |
+
2024-05-27 15:09:06,367 - INFO -
|
| 879 |
+
Epoch 67
|
| 880 |
+
2024-05-27 15:09:15,886 - INFO - [6144/363571] Loss : 1.4476
|
| 881 |
+
2024-05-27 15:10:34,254 - INFO - Test loss : 0.8578
|
| 882 |
+
2024-05-27 15:10:34,254 - INFO -
|
| 883 |
+
Epoch 68
|
| 884 |
+
2024-05-27 15:10:43,438 - INFO - [6144/363571] Loss : 1.4627
|
| 885 |
+
2024-05-27 15:12:01,509 - INFO - Test loss : 0.7995
|
| 886 |
+
2024-05-27 15:12:01,510 - INFO -
|
| 887 |
+
Epoch 69
|
| 888 |
+
2024-05-27 15:12:11,057 - INFO - [6144/363571] Loss : 1.4418
|
| 889 |
+
2024-05-27 15:13:31,071 - INFO - Test loss : 0.9258
|
| 890 |
+
2024-05-27 15:13:31,071 - INFO -
|
| 891 |
+
Epoch 70
|
| 892 |
+
2024-05-27 15:13:41,054 - INFO - [6144/363571] Loss : 1.4454
|
| 893 |
+
2024-05-27 15:15:00,599 - INFO - Test loss : 0.8032
|
| 894 |
+
2024-05-27 15:15:00,599 - INFO -
|
| 895 |
+
Epoch 71
|
| 896 |
+
2024-05-27 15:15:09,927 - INFO - [6144/363571] Loss : 1.4553
|
| 897 |
+
2024-05-27 15:16:27,952 - INFO - Test loss : 0.8991
|
| 898 |
+
2024-05-27 15:16:27,952 - INFO -
|
| 899 |
+
Epoch 72
|
| 900 |
+
2024-05-27 15:16:37,236 - INFO - [6144/363571] Loss : 1.4354
|
| 901 |
+
2024-05-27 15:17:55,536 - INFO - Test loss : 0.8228
|
| 902 |
+
2024-05-27 15:17:55,536 - INFO -
|
| 903 |
+
Epoch 73
|
| 904 |
+
2024-05-27 15:18:04,860 - INFO - [6144/363571] Loss : 1.4521
|
| 905 |
+
2024-05-27 15:19:23,288 - INFO - Test loss : 0.8664
|
| 906 |
+
2024-05-27 15:19:23,288 - INFO -
|
| 907 |
+
Epoch 74
|
| 908 |
+
2024-05-27 15:19:32,629 - INFO - [6144/363571] Loss : 1.4371
|
| 909 |
+
2024-05-27 15:21:05,086 - INFO - Test loss : 0.8593
|
| 910 |
+
2024-05-27 15:21:05,091 - INFO -
|
| 911 |
+
Epoch 75
|
| 912 |
+
2024-05-27 15:21:16,655 - INFO - [6144/363571] Loss : 1.4450
|
| 913 |
+
2024-05-27 15:22:48,293 - INFO - Test loss : 0.8141
|
| 914 |
+
2024-05-27 15:22:48,293 - INFO -
|
| 915 |
+
Epoch 76
|
| 916 |
+
2024-05-27 15:22:58,973 - INFO - [6144/363571] Loss : 1.4330
|
| 917 |
+
2024-05-27 15:24:30,505 - INFO - Test loss : 0.8457
|
| 918 |
+
2024-05-27 15:24:30,506 - INFO -
|
| 919 |
+
Epoch 77
|
| 920 |
+
2024-05-27 15:24:41,467 - INFO - [6144/363571] Loss : 1.4339
|
| 921 |
+
2024-05-27 15:26:13,027 - INFO - Test loss : 0.8789
|
| 922 |
+
2024-05-27 15:26:13,027 - INFO -
|
| 923 |
+
Epoch 78
|
| 924 |
+
2024-05-27 15:26:23,833 - INFO - [6144/363571] Loss : 1.4326
|
| 925 |
+
2024-05-27 15:27:55,159 - INFO - Test loss : 0.8160
|
| 926 |
+
2024-05-27 15:27:55,159 - INFO -
|
| 927 |
+
Epoch 79
|
| 928 |
+
2024-05-27 15:28:06,748 - INFO - [6144/363571] Loss : 1.4318
|
| 929 |
+
2024-05-27 15:29:40,254 - INFO - Test loss : 0.8566
|
| 930 |
+
2024-05-27 15:29:40,254 - INFO -
|
| 931 |
+
Epoch 80
|
| 932 |
+
2024-05-27 15:29:51,320 - INFO - [6144/363571] Loss : 1.4262
|
| 933 |
+
2024-05-27 15:31:24,221 - INFO - Test loss : 0.8617
|
| 934 |
+
2024-05-27 15:31:24,221 - INFO -
|
| 935 |
+
Epoch 81
|
| 936 |
+
2024-05-27 15:31:35,223 - INFO - [6144/363571] Loss : 1.4550
|
| 937 |
+
2024-05-27 15:33:07,756 - INFO - Test loss : 0.8173
|
| 938 |
+
2024-05-27 15:33:07,757 - INFO -
|
| 939 |
+
Epoch 82
|
| 940 |
+
2024-05-27 15:33:18,660 - INFO - [6144/363571] Loss : 1.4323
|
| 941 |
+
2024-05-27 15:34:52,202 - INFO - Test loss : 0.8074
|
| 942 |
+
2024-05-27 15:34:52,202 - INFO -
|
| 943 |
+
Epoch 83
|
| 944 |
+
2024-05-27 15:35:03,129 - INFO - [6144/363571] Loss : 1.4397
|
| 945 |
+
2024-05-27 15:36:33,623 - INFO - Test loss : 0.8564
|
| 946 |
+
2024-05-27 15:36:33,635 - INFO -
|
| 947 |
+
Epoch 84
|
| 948 |
+
2024-05-27 15:36:44,615 - INFO - [6144/363571] Loss : 1.4386
|
| 949 |
+
2024-05-27 15:38:17,118 - INFO - Test loss : 0.8193
|
| 950 |
+
2024-05-27 15:38:17,118 - INFO -
|
| 951 |
+
Epoch 85
|
| 952 |
+
2024-05-27 15:38:28,051 - INFO - [6144/363571] Loss : 1.4283
|
| 953 |
+
2024-05-27 15:40:00,121 - INFO - Test loss : 0.8725
|
| 954 |
+
2024-05-27 15:40:00,121 - INFO -
|
| 955 |
+
Epoch 86
|
| 956 |
+
2024-05-27 15:40:11,100 - INFO - [6144/363571] Loss : 1.4343
|
| 957 |
+
2024-05-27 15:41:43,281 - INFO - Test loss : 0.8407
|
| 958 |
+
2024-05-27 15:41:43,282 - INFO -
|
| 959 |
+
Epoch 87
|
| 960 |
+
2024-05-27 15:41:54,210 - INFO - [6144/363571] Loss : 1.4248
|
| 961 |
+
2024-05-27 15:43:26,178 - INFO - Test loss : 0.8360
|
| 962 |
+
2024-05-27 15:43:26,178 - INFO -
|
| 963 |
+
Epoch 88
|
| 964 |
+
2024-05-27 15:43:37,130 - INFO - [6144/363571] Loss : 1.4324
|
| 965 |
+
2024-05-27 15:45:10,062 - INFO - Test loss : 0.8131
|
| 966 |
+
2024-05-27 15:45:10,062 - INFO -
|
| 967 |
+
Epoch 89
|
| 968 |
+
2024-05-27 15:45:21,040 - INFO - [6144/363571] Loss : 1.4322
|
| 969 |
+
2024-05-27 15:46:52,848 - INFO - Test loss : 0.8303
|
| 970 |
+
2024-05-27 15:46:52,863 - INFO -
|
| 971 |
+
Epoch 90
|
| 972 |
+
2024-05-27 15:47:03,985 - INFO - [6144/363571] Loss : 1.4243
|
| 973 |
+
2024-05-27 15:48:34,588 - INFO - Test loss : 0.8489
|
| 974 |
+
2024-05-27 15:48:34,624 - INFO -
|
| 975 |
+
Epoch 91
|
| 976 |
+
2024-05-27 15:48:45,607 - INFO - [6144/363571] Loss : 1.4206
|
| 977 |
+
2024-05-27 15:50:17,804 - INFO - Test loss : 0.8176
|
| 978 |
+
2024-05-27 15:50:17,804 - INFO -
|
| 979 |
+
Epoch 92
|
| 980 |
+
2024-05-27 15:50:28,709 - INFO - [6144/363571] Loss : 1.4249
|
| 981 |
+
2024-05-27 15:52:01,674 - INFO - Test loss : 0.8205
|
| 982 |
+
2024-05-27 15:52:01,674 - INFO -
|
| 983 |
+
Epoch 93
|
| 984 |
+
2024-05-27 15:52:12,786 - INFO - [6144/363571] Loss : 1.4362
|
| 985 |
+
2024-05-27 15:53:44,103 - INFO - Test loss : 0.8418
|
| 986 |
+
2024-05-27 15:53:44,104 - INFO -
|
| 987 |
+
Epoch 94
|
| 988 |
+
2024-05-27 15:53:55,026 - INFO - [6144/363571] Loss : 1.4280
|
| 989 |
+
2024-05-27 15:55:27,378 - INFO - Test loss : 0.8110
|
| 990 |
+
2024-05-27 15:55:27,378 - INFO -
|
| 991 |
+
Epoch 95
|
| 992 |
+
2024-05-27 15:55:38,366 - INFO - [6144/363571] Loss : 1.4263
|
| 993 |
+
2024-05-27 15:57:10,488 - INFO - Test loss : 0.8601
|
| 994 |
+
2024-05-27 15:57:10,488 - INFO -
|
| 995 |
+
Epoch 96
|
| 996 |
+
2024-05-27 15:57:21,370 - INFO - [6144/363571] Loss : 1.4273
|
| 997 |
+
2024-05-27 15:58:42,533 - INFO - Test loss : 0.8130
|
| 998 |
+
2024-05-27 15:58:42,533 - INFO -
|
| 999 |
+
Epoch 97
|
| 1000 |
+
2024-05-27 15:58:52,015 - INFO - [6144/363571] Loss : 1.4333
|
| 1001 |
+
2024-05-27 16:00:12,037 - INFO - Test loss : 0.8543
|
| 1002 |
+
2024-05-27 16:00:12,038 - INFO -
|
| 1003 |
+
Epoch 98
|
| 1004 |
+
2024-05-27 16:00:21,497 - INFO - [6144/363571] Loss : 1.4440
|
| 1005 |
+
2024-05-27 16:01:40,688 - INFO - Test loss : 0.8104
|
| 1006 |
+
2024-05-27 16:01:40,688 - INFO -
|
| 1007 |
+
Epoch 99
|
| 1008 |
+
2024-05-27 16:01:50,208 - INFO - [6144/363571] Loss : 1.4290
|
| 1009 |
+
2024-05-27 16:03:09,390 - INFO - Test loss : 0.8420
|
| 1010 |
+
2024-05-27 16:03:09,391 - INFO - Saving output model to ../models/rbf/model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.pth.tar
|
| 1011 |
+
2024-05-27 16:03:09,421 - INFO - Saving output model to ../models/rbf/model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.pth.tar
|
| 1012 |
+
2024-05-27 16:03:09,445 - INFO -
|
| 1013 |
+
No prior
|
| 1014 |
+
2024-05-27 16:03:09,453 - INFO - (53041,)
|
| 1015 |
+
2024-05-27 16:03:09,627 - INFO - Split ID: 0
|
| 1016 |
+
2024-05-27 16:03:09,628 - INFO - Top 1 acc (%): 69.83
|
| 1017 |
+
2024-05-27 16:03:09,628 - INFO - Top 3 acc (%): 84.61
|
| 1018 |
+
2024-05-27 16:03:09,628 - INFO - Top 5 acc (%): 89.23
|
| 1019 |
+
2024-05-27 16:03:09,628 - INFO - Top 10 acc (%): 94.29
|
| 1020 |
+
2024-05-27 16:04:28,471 - INFO - Split ID: 0
|
| 1021 |
+
2024-05-27 16:04:28,472 - INFO - Top 1 acc (%): 70.64
|
| 1022 |
+
2024-05-27 16:04:28,472 - INFO - Top 3 acc (%): 85.33
|
| 1023 |
+
2024-05-27 16:04:28,472 - INFO - Top 5 acc (%): 89.93
|
| 1024 |
+
2024-05-27 16:04:28,472 - INFO - Top 10 acc (%): 94.78
|
| 1025 |
+
2024-05-27 16:04:28,487 - INFO -
|
| 1026 |
+
Only rbf
|
| 1027 |
+
2024-05-27 16:04:28,488 - INFO - Model : model_fmow_rbf_inception_v3_0.0050_64_0.0005000_1_512_200_2.0.pth.tar
|
| 1028 |
+
2024-05-27 16:04:29,818 - INFO - (53041,)
|
| 1029 |
+
2024-05-27 16:04:29,982 - INFO - Split ID: 0
|
| 1030 |
+
2024-05-27 16:04:30,001 - INFO - Top 1 LocEnc acc (%): 17.16
|
| 1031 |
+
2024-05-27 16:04:30,003 - INFO - Top 3 LocEnc acc (%): 29.94
|
| 1032 |
+
2024-05-27 16:04:30,005 - INFO - Top 5 LocEnc acc (%): 36.75
|
| 1033 |
+
2024-05-27 16:04:30,007 - INFO - Top 10 LocEnc acc (%): 49.95
|