Upload training_history.json with huggingface_hub
Browse files- training_history.json +2812 -63
training_history.json
CHANGED
|
@@ -1,72 +1,2785 @@
|
|
| 1 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2 |
"14": {
|
| 3 |
"train_loss": [
|
| 4 |
-
0.
|
| 5 |
-
|
| 6 |
-
0.
|
| 7 |
-
|
| 8 |
-
0.
|
| 9 |
-
0.
|
| 10 |
-
0.
|
| 11 |
-
0.
|
| 12 |
-
0.
|
| 13 |
-
0.
|
| 14 |
-
0.
|
| 15 |
-
0.
|
| 16 |
-
0.
|
| 17 |
-
0.
|
| 18 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19 |
],
|
| 20 |
"train_acc": [
|
| 21 |
-
0.
|
| 22 |
-
0.
|
| 23 |
-
0.
|
| 24 |
-
0.
|
| 25 |
-
0.
|
| 26 |
-
0.
|
| 27 |
-
0.
|
| 28 |
-
0.
|
| 29 |
-
0.
|
| 30 |
-
0.
|
| 31 |
-
0.
|
| 32 |
-
0.
|
| 33 |
-
0.
|
| 34 |
-
0.
|
| 35 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 36 |
],
|
| 37 |
"val_loss": [
|
| 38 |
-
|
| 39 |
-
0.
|
| 40 |
-
|
| 41 |
-
0.
|
| 42 |
-
0.
|
| 43 |
-
0.
|
| 44 |
-
0.
|
| 45 |
-
0.
|
| 46 |
-
0.
|
| 47 |
-
0.
|
| 48 |
-
0.
|
| 49 |
-
0.
|
| 50 |
-
0.
|
| 51 |
-
0.
|
| 52 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 53 |
],
|
| 54 |
"val_acc": [
|
| 55 |
-
0.
|
| 56 |
-
0.
|
| 57 |
-
0.
|
| 58 |
-
0.
|
| 59 |
-
0.
|
| 60 |
-
0.
|
| 61 |
-
0.
|
| 62 |
-
0.
|
| 63 |
-
0.
|
| 64 |
-
0.
|
| 65 |
-
0.
|
| 66 |
-
0.
|
| 67 |
-
0.
|
| 68 |
-
0.
|
| 69 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 70 |
],
|
| 71 |
"epoch": [
|
| 72 |
1,
|
|
@@ -83,9 +2796,45 @@
|
|
| 83 |
12,
|
| 84 |
13,
|
| 85 |
14,
|
| 86 |
-
15
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 87 |
],
|
| 88 |
-
"best_val_acc": 0.
|
| 89 |
-
"
|
|
|
|
| 90 |
}
|
| 91 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"11": {
|
| 3 |
+
"train_loss": [
|
| 4 |
+
0.6938053369522095,
|
| 5 |
+
0.686064600944519,
|
| 6 |
+
0.6785409450531006,
|
| 7 |
+
0.671223521232605,
|
| 8 |
+
0.6640989184379578,
|
| 9 |
+
0.6571723222732544,
|
| 10 |
+
0.6504486203193665,
|
| 11 |
+
0.6439200639724731,
|
| 12 |
+
0.6375887989997864,
|
| 13 |
+
0.6314547061920166,
|
| 14 |
+
0.625510573387146,
|
| 15 |
+
0.6197542548179626,
|
| 16 |
+
0.6141834259033203,
|
| 17 |
+
0.6087910532951355,
|
| 18 |
+
0.6035723686218262,
|
| 19 |
+
0.5985234379768372,
|
| 20 |
+
0.5936369895935059,
|
| 21 |
+
0.5889074206352234,
|
| 22 |
+
0.5843300223350525,
|
| 23 |
+
0.5798986554145813,
|
| 24 |
+
0.5756070017814636,
|
| 25 |
+
0.5714502930641174,
|
| 26 |
+
0.5674228668212891,
|
| 27 |
+
0.5635189414024353,
|
| 28 |
+
0.5597337484359741,
|
| 29 |
+
0.5560623407363892,
|
| 30 |
+
0.552499532699585,
|
| 31 |
+
0.549041211605072,
|
| 32 |
+
0.5456829071044922,
|
| 33 |
+
0.5424202680587769,
|
| 34 |
+
0.5392497181892395,
|
| 35 |
+
0.5361674427986145,
|
| 36 |
+
0.5331698656082153,
|
| 37 |
+
0.5302537083625793,
|
| 38 |
+
0.5274160504341125,
|
| 39 |
+
0.5246539115905762,
|
| 40 |
+
0.5219643712043762,
|
| 41 |
+
0.5193451046943665,
|
| 42 |
+
0.5167935490608215,
|
| 43 |
+
0.5143073797225952,
|
| 44 |
+
0.5118845105171204,
|
| 45 |
+
0.5095227956771851,
|
| 46 |
+
0.5072203278541565,
|
| 47 |
+
0.5049753785133362,
|
| 48 |
+
0.5027859807014465,
|
| 49 |
+
0.5006505250930786,
|
| 50 |
+
0.49856749176979065,
|
| 51 |
+
0.49653521180152893,
|
| 52 |
+
0.4945523738861084,
|
| 53 |
+
0.4926174581050873
|
| 54 |
+
],
|
| 55 |
+
"train_acc": [
|
| 56 |
+
0.4628715217113495,
|
| 57 |
+
0.5749434232711792,
|
| 58 |
+
0.6828790307044983,
|
| 59 |
+
0.7209435105323792,
|
| 60 |
+
0.726274311542511,
|
| 61 |
+
0.7240279316902161,
|
| 62 |
+
0.724919319152832,
|
| 63 |
+
0.7293587327003479,
|
| 64 |
+
0.734368622303009,
|
| 65 |
+
0.7377738952636719,
|
| 66 |
+
0.7389684319496155,
|
| 67 |
+
0.7395033240318298,
|
| 68 |
+
0.7402521371841431,
|
| 69 |
+
0.7421776056289673,
|
| 70 |
+
0.744513213634491,
|
| 71 |
+
0.7468665838241577,
|
| 72 |
+
0.7486316561698914,
|
| 73 |
+
0.750022292137146,
|
| 74 |
+
0.7513238191604614,
|
| 75 |
+
0.7535345554351807,
|
| 76 |
+
0.7554957270622253,
|
| 77 |
+
0.7577243447303772,
|
| 78 |
+
0.7596855163574219,
|
| 79 |
+
0.7610405087471008,
|
| 80 |
+
0.7626451253890991,
|
| 81 |
+
0.7642496824264526,
|
| 82 |
+
0.7659969329833984,
|
| 83 |
+
0.7679224014282227,
|
| 84 |
+
0.7699905633926392,
|
| 85 |
+
0.771648645401001,
|
| 86 |
+
0.7730749845504761,
|
| 87 |
+
0.775214433670044,
|
| 88 |
+
0.7770151495933533,
|
| 89 |
+
0.7793863415718079,
|
| 90 |
+
0.7812762260437012,
|
| 91 |
+
0.783415675163269,
|
| 92 |
+
0.7851450443267822,
|
| 93 |
+
0.7869457602500916,
|
| 94 |
+
0.788639485836029,
|
| 95 |
+
0.7904758453369141,
|
| 96 |
+
0.7922409176826477,
|
| 97 |
+
0.7941486239433289,
|
| 98 |
+
0.7960562705993652,
|
| 99 |
+
0.7975538969039917,
|
| 100 |
+
0.7994794249534607,
|
| 101 |
+
0.801190972328186,
|
| 102 |
+
0.803027331829071,
|
| 103 |
+
0.8049172163009644,
|
| 104 |
+
0.8065574765205383,
|
| 105 |
+
0.808144211769104
|
| 106 |
+
],
|
| 107 |
+
"val_loss": [
|
| 108 |
+
0.6860260367393494,
|
| 109 |
+
0.6784108281135559,
|
| 110 |
+
0.6709986329078674,
|
| 111 |
+
0.6637792587280273,
|
| 112 |
+
0.6567580103874207,
|
| 113 |
+
0.6499384045600891,
|
| 114 |
+
0.6433107852935791,
|
| 115 |
+
0.6368774771690369,
|
| 116 |
+
0.6306407451629639,
|
| 117 |
+
0.6245955228805542,
|
| 118 |
+
0.6187397837638855,
|
| 119 |
+
0.6130692362785339,
|
| 120 |
+
0.6075753569602966,
|
| 121 |
+
0.6022535562515259,
|
| 122 |
+
0.597101628780365,
|
| 123 |
+
0.5921149849891663,
|
| 124 |
+
0.5872882008552551,
|
| 125 |
+
0.582615315914154,
|
| 126 |
+
0.5780883431434631,
|
| 127 |
+
0.5737007856369019,
|
| 128 |
+
0.5694489479064941,
|
| 129 |
+
0.5653293132781982,
|
| 130 |
+
0.5613369941711426,
|
| 131 |
+
0.5574665665626526,
|
| 132 |
+
0.5537114143371582,
|
| 133 |
+
0.5500653982162476,
|
| 134 |
+
0.5465248823165894,
|
| 135 |
+
0.5430872440338135,
|
| 136 |
+
0.539749264717102,
|
| 137 |
+
0.5365067720413208,
|
| 138 |
+
0.5333549976348877,
|
| 139 |
+
0.5302888751029968,
|
| 140 |
+
0.5273053050041199,
|
| 141 |
+
0.5244027376174927,
|
| 142 |
+
0.5215790867805481,
|
| 143 |
+
0.518831729888916,
|
| 144 |
+
0.5161566734313965,
|
| 145 |
+
0.5135505199432373,
|
| 146 |
+
0.5110108852386475,
|
| 147 |
+
0.508536696434021,
|
| 148 |
+
0.5061266422271729,
|
| 149 |
+
0.5037787556648254,
|
| 150 |
+
0.5014901757240295,
|
| 151 |
+
0.49925804138183594,
|
| 152 |
+
0.49708089232444763,
|
| 153 |
+
0.49495792388916016,
|
| 154 |
+
0.49288833141326904,
|
| 155 |
+
0.4908702075481415,
|
| 156 |
+
0.488901287317276,
|
| 157 |
+
0.48697954416275024
|
| 158 |
+
],
|
| 159 |
+
"val_acc": [
|
| 160 |
+
0.5749126672744751,
|
| 161 |
+
0.6823790073394775,
|
| 162 |
+
0.7229551672935486,
|
| 163 |
+
0.7296584248542786,
|
| 164 |
+
0.7271625399589539,
|
| 165 |
+
0.7288740277290344,
|
| 166 |
+
0.73393714427948,
|
| 167 |
+
0.7410683035850525,
|
| 168 |
+
0.7465592622756958,
|
| 169 |
+
0.7488412261009216,
|
| 170 |
+
0.7488412261009216,
|
| 171 |
+
0.7501248121261597,
|
| 172 |
+
0.751265823841095,
|
| 173 |
+
0.7529059648513794,
|
| 174 |
+
0.7556871175765991,
|
| 175 |
+
0.757969081401825,
|
| 176 |
+
0.759252667427063,
|
| 177 |
+
0.7601084113121033,
|
| 178 |
+
0.7615346312522888,
|
| 179 |
+
0.763174831867218,
|
| 180 |
+
0.7648863196372986,
|
| 181 |
+
0.7667403817176819,
|
| 182 |
+
0.7688797116279602,
|
| 183 |
+
0.7710191011428833,
|
| 184 |
+
0.7728018760681152,
|
| 185 |
+
0.7741568088531494,
|
| 186 |
+
0.7762961387634277,
|
| 187 |
+
0.7777936458587646,
|
| 188 |
+
0.7792198657989502,
|
| 189 |
+
0.7812879085540771,
|
| 190 |
+
0.7827141284942627,
|
| 191 |
+
0.7845682501792908,
|
| 192 |
+
0.7863510251045227,
|
| 193 |
+
0.7880625128746033,
|
| 194 |
+
0.7898452877998352,
|
| 195 |
+
0.7910575866699219,
|
| 196 |
+
0.7931969165802002,
|
| 197 |
+
0.7947657704353333,
|
| 198 |
+
0.7961207032203674,
|
| 199 |
+
0.7989731431007385,
|
| 200 |
+
0.8010411858558655,
|
| 201 |
+
0.8026100397109985,
|
| 202 |
+
0.8041788935661316,
|
| 203 |
+
0.8057477474212646,
|
| 204 |
+
0.8078157901763916,
|
| 205 |
+
0.8088854551315308,
|
| 206 |
+
0.8105969429016113,
|
| 207 |
+
0.8124510049819946,
|
| 208 |
+
0.8138772249221802,
|
| 209 |
+
0.8152321577072144
|
| 210 |
+
],
|
| 211 |
+
"train_biased_acc": [
|
| 212 |
+
0.8221004009246826,
|
| 213 |
+
0.9914489984512329,
|
| 214 |
+
0.9376943111419678,
|
| 215 |
+
0.8820739984512329,
|
| 216 |
+
0.8752720355987549,
|
| 217 |
+
0.8804026246070862,
|
| 218 |
+
0.880752444267273,
|
| 219 |
+
0.8718128204345703,
|
| 220 |
+
0.8612406253814697,
|
| 221 |
+
0.8535447716712952,
|
| 222 |
+
0.8519123196601868,
|
| 223 |
+
0.8535059094429016,
|
| 224 |
+
0.8543998599052429,
|
| 225 |
+
0.8526118993759155,
|
| 226 |
+
0.8495802283287048,
|
| 227 |
+
0.8469371795654297,
|
| 228 |
+
0.84600430727005,
|
| 229 |
+
0.8467039465904236,
|
| 230 |
+
0.8472869992256165,
|
| 231 |
+
0.8477922677993774,
|
| 232 |
+
0.8470149040222168,
|
| 233 |
+
0.84600430727005,
|
| 234 |
+
0.8453435897827148,
|
| 235 |
+
0.8454990386962891,
|
| 236 |
+
0.8464319109916687,
|
| 237 |
+
0.8469371795654297,
|
| 238 |
+
0.8468594551086426,
|
| 239 |
+
0.8458877205848694,
|
| 240 |
+
0.8459265828132629,
|
| 241 |
+
0.8465873599052429,
|
| 242 |
+
0.8469371795654297,
|
| 243 |
+
0.8476756811141968,
|
| 244 |
+
0.8484530448913574,
|
| 245 |
+
0.8490360379219055,
|
| 246 |
+
0.848997175693512,
|
| 247 |
+
0.8500077724456787,
|
| 248 |
+
0.8506296277046204,
|
| 249 |
+
0.8513292670249939,
|
| 250 |
+
0.8522620797157288,
|
| 251 |
+
0.8531172275543213,
|
| 252 |
+
0.8535836338996887,
|
| 253 |
+
0.854633092880249,
|
| 254 |
+
0.8557213544845581,
|
| 255 |
+
0.8563432693481445,
|
| 256 |
+
0.8572372198104858,
|
| 257 |
+
0.858208954334259,
|
| 258 |
+
0.8590640425682068,
|
| 259 |
+
0.8598025441169739,
|
| 260 |
+
0.8606187701225281,
|
| 261 |
+
0.8614738583564758
|
| 262 |
+
],
|
| 263 |
+
"train_unbiased_acc": [
|
| 264 |
+
0.1584598571062088,
|
| 265 |
+
0.2219953089952469,
|
| 266 |
+
0.4669477045536041,
|
| 267 |
+
0.58440101146698,
|
| 268 |
+
0.6000131368637085,
|
| 269 |
+
0.5915154218673706,
|
| 270 |
+
0.5928658246994019,
|
| 271 |
+
0.6086426377296448,
|
| 272 |
+
0.626856803894043,
|
| 273 |
+
0.6396692991256714,
|
| 274 |
+
0.6432594060897827,
|
| 275 |
+
0.6428971290588379,
|
| 276 |
+
0.6435229182243347,
|
| 277 |
+
0.6485952138900757,
|
| 278 |
+
0.6554790735244751,
|
| 279 |
+
0.6620664596557617,
|
| 280 |
+
0.6661176681518555,
|
| 281 |
+
0.6680939197540283,
|
| 282 |
+
0.6700042486190796,
|
| 283 |
+
0.6736602783203125,
|
| 284 |
+
0.6779420971870422,
|
| 285 |
+
0.6829155683517456,
|
| 286 |
+
0.6870985627174377,
|
| 287 |
+
0.6894699931144714,
|
| 288 |
+
0.6916438341140747,
|
| 289 |
+
0.6941800117492676,
|
| 290 |
+
0.6974737048149109,
|
| 291 |
+
0.7018543481826782,
|
| 292 |
+
0.7056421041488647,
|
| 293 |
+
0.7081453204154968,
|
| 294 |
+
0.7104838490486145,
|
| 295 |
+
0.7138104438781738,
|
| 296 |
+
0.7164783477783203,
|
| 297 |
+
0.7203649282455444,
|
| 298 |
+
0.723889172077179,
|
| 299 |
+
0.7269852757453918,
|
| 300 |
+
0.7296531200408936,
|
| 301 |
+
0.7323869466781616,
|
| 302 |
+
0.7347254753112793,
|
| 303 |
+
0.737393319606781,
|
| 304 |
+
0.7402588725090027,
|
| 305 |
+
0.7428938150405884,
|
| 306 |
+
0.7454958558082581,
|
| 307 |
+
0.7477355599403381,
|
| 308 |
+
0.7505351901054382,
|
| 309 |
+
0.7528737187385559,
|
| 310 |
+
0.7555416226387024,
|
| 311 |
+
0.7584071159362793,
|
| 312 |
+
0.760745644569397,
|
| 313 |
+
0.762952446937561
|
| 314 |
+
],
|
| 315 |
+
"val_biased_acc": [
|
| 316 |
+
0.9916044473648071,
|
| 317 |
+
0.9412313103675842,
|
| 318 |
+
0.8921019434928894,
|
| 319 |
+
0.8849502205848694,
|
| 320 |
+
0.8899253606796265,
|
| 321 |
+
0.8899253606796265,
|
| 322 |
+
0.8815298080444336,
|
| 323 |
+
0.8722014427185059,
|
| 324 |
+
0.867692768573761,
|
| 325 |
+
0.8661380410194397,
|
| 326 |
+
0.8670708537101746,
|
| 327 |
+
0.8678482174873352,
|
| 328 |
+
0.8659825921058655,
|
| 329 |
+
0.8622512221336365,
|
| 330 |
+
0.8606964945793152,
|
| 331 |
+
0.8596081733703613,
|
| 332 |
+
0.8600745797157288,
|
| 333 |
+
0.860385537147522,
|
| 334 |
+
0.8606964945793152,
|
| 335 |
+
0.8594527244567871,
|
| 336 |
+
0.8585198521614075,
|
| 337 |
+
0.8589863181114197,
|
| 338 |
+
0.8597636818885803,
|
| 339 |
+
0.860541045665741,
|
| 340 |
+
0.8610074520111084,
|
| 341 |
+
0.8606964945793152,
|
| 342 |
+
0.8597636818885803,
|
| 343 |
+
0.8591417670249939,
|
| 344 |
+
0.8591417670249939,
|
| 345 |
+
0.8602300882339478,
|
| 346 |
+
0.8608519434928894,
|
| 347 |
+
0.8611629009246826,
|
| 348 |
+
0.8613184094429016,
|
| 349 |
+
0.861784815788269,
|
| 350 |
+
0.8624066710472107,
|
| 351 |
+
0.8628731369972229,
|
| 352 |
+
0.8642723560333252,
|
| 353 |
+
0.8647387623786926,
|
| 354 |
+
0.8648942708969116,
|
| 355 |
+
0.8656716346740723,
|
| 356 |
+
0.8662934899330139,
|
| 357 |
+
0.8669154047966003,
|
| 358 |
+
0.867692768573761,
|
| 359 |
+
0.8686255812644958,
|
| 360 |
+
0.8694029450416565,
|
| 361 |
+
0.8698694109916687,
|
| 362 |
+
0.8703358173370361,
|
| 363 |
+
0.8718905448913574,
|
| 364 |
+
0.8723569512367249,
|
| 365 |
+
0.8726679086685181
|
| 366 |
+
],
|
| 367 |
+
"val_unbiased_acc": [
|
| 368 |
+
0.22184166312217712,
|
| 369 |
+
0.46304836869239807,
|
| 370 |
+
0.5796337723731995,
|
| 371 |
+
0.5980767011642456,
|
| 372 |
+
0.5892504453659058,
|
| 373 |
+
0.5924120545387268,
|
| 374 |
+
0.6088789701461792,
|
| 375 |
+
0.6299565434455872,
|
| 376 |
+
0.6439204216003418,
|
| 377 |
+
0.649453341960907,
|
| 378 |
+
0.6486629247665405,
|
| 379 |
+
0.650375485420227,
|
| 380 |
+
0.6540640592575073,
|
| 381 |
+
0.6602556109428406,
|
| 382 |
+
0.666710615158081,
|
| 383 |
+
0.6718482375144958,
|
| 384 |
+
0.6738243103027344,
|
| 385 |
+
0.6751416325569153,
|
| 386 |
+
0.6775128841400146,
|
| 387 |
+
0.6815966367721558,
|
| 388 |
+
0.6855486631393433,
|
| 389 |
+
0.6885786056518555,
|
| 390 |
+
0.6918719410896301,
|
| 391 |
+
0.6951653361320496,
|
| 392 |
+
0.6980634927749634,
|
| 393 |
+
0.7008299231529236,
|
| 394 |
+
0.7055724263191223,
|
| 395 |
+
0.708865761756897,
|
| 396 |
+
0.7115004658699036,
|
| 397 |
+
0.7143986225128174,
|
| 398 |
+
0.7165064215660095,
|
| 399 |
+
0.7196680307388306,
|
| 400 |
+
0.7228296995162964,
|
| 401 |
+
0.7255961298942566,
|
| 402 |
+
0.7283625602722168,
|
| 403 |
+
0.7302068471908569,
|
| 404 |
+
0.7329732775688171,
|
| 405 |
+
0.7354762554168701,
|
| 406 |
+
0.7378474473953247,
|
| 407 |
+
0.742458164691925,
|
| 408 |
+
0.7457515597343445,
|
| 409 |
+
0.7481228113174438,
|
| 410 |
+
0.7503622770309448,
|
| 411 |
+
0.752470076084137,
|
| 412 |
+
0.755631685256958,
|
| 413 |
+
0.7572125196456909,
|
| 414 |
+
0.7599789500236511,
|
| 415 |
+
0.7620866894721985,
|
| 416 |
+
0.7643262147903442,
|
| 417 |
+
0.7665656805038452
|
| 418 |
+
],
|
| 419 |
+
"epoch": [
|
| 420 |
+
1,
|
| 421 |
+
2,
|
| 422 |
+
3,
|
| 423 |
+
4,
|
| 424 |
+
5,
|
| 425 |
+
6,
|
| 426 |
+
7,
|
| 427 |
+
8,
|
| 428 |
+
9,
|
| 429 |
+
10,
|
| 430 |
+
11,
|
| 431 |
+
12,
|
| 432 |
+
13,
|
| 433 |
+
14,
|
| 434 |
+
15,
|
| 435 |
+
16,
|
| 436 |
+
17,
|
| 437 |
+
18,
|
| 438 |
+
19,
|
| 439 |
+
20,
|
| 440 |
+
21,
|
| 441 |
+
22,
|
| 442 |
+
23,
|
| 443 |
+
24,
|
| 444 |
+
25,
|
| 445 |
+
26,
|
| 446 |
+
27,
|
| 447 |
+
28,
|
| 448 |
+
29,
|
| 449 |
+
30,
|
| 450 |
+
31,
|
| 451 |
+
32,
|
| 452 |
+
33,
|
| 453 |
+
34,
|
| 454 |
+
35,
|
| 455 |
+
36,
|
| 456 |
+
37,
|
| 457 |
+
38,
|
| 458 |
+
39,
|
| 459 |
+
40,
|
| 460 |
+
41,
|
| 461 |
+
42,
|
| 462 |
+
43,
|
| 463 |
+
44,
|
| 464 |
+
45,
|
| 465 |
+
46,
|
| 466 |
+
47,
|
| 467 |
+
48,
|
| 468 |
+
49,
|
| 469 |
+
50
|
| 470 |
+
],
|
| 471 |
+
"best_val_acc": 0.8152321577072144,
|
| 472 |
+
"best_val_f1": 0.8151922370429698,
|
| 473 |
+
"best_epoch": 50
|
| 474 |
+
},
|
| 475 |
+
"12": {
|
| 476 |
+
"train_loss": [
|
| 477 |
+
0.6944394111633301,
|
| 478 |
+
0.6853874921798706,
|
| 479 |
+
0.6766392588615417,
|
| 480 |
+
0.668164849281311,
|
| 481 |
+
0.6599331498146057,
|
| 482 |
+
0.6519279479980469,
|
| 483 |
+
0.644187867641449,
|
| 484 |
+
0.6366958618164062,
|
| 485 |
+
0.6294376254081726,
|
| 486 |
+
0.6224271655082703,
|
| 487 |
+
0.6156598925590515,
|
| 488 |
+
0.6091183423995972,
|
| 489 |
+
0.6028018593788147,
|
| 490 |
+
0.5967090129852295,
|
| 491 |
+
0.5908254384994507,
|
| 492 |
+
0.5851420760154724,
|
| 493 |
+
0.5796567797660828,
|
| 494 |
+
0.5743595361709595,
|
| 495 |
+
0.5692386627197266,
|
| 496 |
+
0.5642890930175781,
|
| 497 |
+
0.5595041513442993,
|
| 498 |
+
0.554872989654541,
|
| 499 |
+
0.5503886342048645,
|
| 500 |
+
0.5460460782051086,
|
| 501 |
+
0.5418370962142944,
|
| 502 |
+
0.5377542972564697,
|
| 503 |
+
0.5337931513786316,
|
| 504 |
+
0.529947817325592,
|
| 505 |
+
0.5262115001678467,
|
| 506 |
+
0.5225800275802612,
|
| 507 |
+
0.5190494656562805,
|
| 508 |
+
0.5156145095825195,
|
| 509 |
+
0.5122712850570679,
|
| 510 |
+
0.5090166926383972,
|
| 511 |
+
0.5058466196060181,
|
| 512 |
+
0.5027576684951782,
|
| 513 |
+
0.4997473955154419,
|
| 514 |
+
0.49681299924850464,
|
| 515 |
+
0.49395158886909485,
|
| 516 |
+
0.49116095900535583,
|
| 517 |
+
0.48843884468078613,
|
| 518 |
+
0.4857827126979828,
|
| 519 |
+
0.4831908047199249,
|
| 520 |
+
0.48066139221191406,
|
| 521 |
+
0.47819235920906067,
|
| 522 |
+
0.4757821559906006,
|
| 523 |
+
0.4734290540218353,
|
| 524 |
+
0.47113126516342163,
|
| 525 |
+
0.4688872992992401,
|
| 526 |
+
0.4666959047317505
|
| 527 |
+
],
|
| 528 |
+
"train_acc": [
|
| 529 |
+
0.482180118560791,
|
| 530 |
+
0.6942538022994995,
|
| 531 |
+
0.7229225039482117,
|
| 532 |
+
0.7115833759307861,
|
| 533 |
+
0.7207474112510681,
|
| 534 |
+
0.7343864440917969,
|
| 535 |
+
0.7434969544410706,
|
| 536 |
+
0.7462247610092163,
|
| 537 |
+
0.7459930181503296,
|
| 538 |
+
0.7444596886634827,
|
| 539 |
+
0.7447271347045898,
|
| 540 |
+
0.7476511001586914,
|
| 541 |
+
0.751377284526825,
|
| 542 |
+
0.7548717260360718,
|
| 543 |
+
0.7564763426780701,
|
| 544 |
+
0.7580630779266357,
|
| 545 |
+
0.7592754364013672,
|
| 546 |
+
0.760737419128418,
|
| 547 |
+
0.7629125118255615,
|
| 548 |
+
0.7656224966049194,
|
| 549 |
+
0.7682254910469055,
|
| 550 |
+
0.7698835730552673,
|
| 551 |
+
0.7719695568084717,
|
| 552 |
+
0.7736989855766296,
|
| 553 |
+
0.7754461765289307,
|
| 554 |
+
0.7779422402381897,
|
| 555 |
+
0.7806522250175476,
|
| 556 |
+
0.7831482291221619,
|
| 557 |
+
0.7853768467903137,
|
| 558 |
+
0.7874449491500854,
|
| 559 |
+
0.7896735668182373,
|
| 560 |
+
0.7918130159378052,
|
| 561 |
+
0.7945408225059509,
|
| 562 |
+
0.7973399758338928,
|
| 563 |
+
0.7997111678123474,
|
| 564 |
+
0.8017436861991882,
|
| 565 |
+
0.8038653135299683,
|
| 566 |
+
0.8061473965644836,
|
| 567 |
+
0.8091782927513123,
|
| 568 |
+
0.8115495443344116,
|
| 569 |
+
0.8139564394950867,
|
| 570 |
+
0.8161315321922302,
|
| 571 |
+
0.8181461691856384,
|
| 572 |
+
0.820125162601471,
|
| 573 |
+
0.8223181366920471,
|
| 574 |
+
0.8248319625854492,
|
| 575 |
+
0.8270605802536011,
|
| 576 |
+
0.8290930986404419,
|
| 577 |
+
0.8307154774665833,
|
| 578 |
+
0.8325340151786804
|
| 579 |
+
],
|
| 580 |
+
"val_loss": [
|
| 581 |
+
0.6854416131973267,
|
| 582 |
+
0.6765862107276917,
|
| 583 |
+
0.668003499507904,
|
| 584 |
+
0.6596640348434448,
|
| 585 |
+
0.6515487432479858,
|
| 586 |
+
0.6436951160430908,
|
| 587 |
+
0.6360883712768555,
|
| 588 |
+
0.6287162899971008,
|
| 589 |
+
0.6215932369232178,
|
| 590 |
+
0.6147123575210571,
|
| 591 |
+
0.6080544590950012,
|
| 592 |
+
0.6016196012496948,
|
| 593 |
+
0.5954086780548096,
|
| 594 |
+
0.5894101858139038,
|
| 595 |
+
0.5836161375045776,
|
| 596 |
+
0.5780226588249207,
|
| 597 |
+
0.5726171731948853,
|
| 598 |
+
0.5673866868019104,
|
| 599 |
+
0.5623272657394409,
|
| 600 |
+
0.557435154914856,
|
| 601 |
+
0.5527021884918213,
|
| 602 |
+
0.5481212735176086,
|
| 603 |
+
0.5436851978302002,
|
| 604 |
+
0.5393831133842468,
|
| 605 |
+
0.5352070927619934,
|
| 606 |
+
0.531154215335846,
|
| 607 |
+
0.5272213220596313,
|
| 608 |
+
0.5234032273292542,
|
| 609 |
+
0.5196949243545532,
|
| 610 |
+
0.5160897970199585,
|
| 611 |
+
0.5125806927680969,
|
| 612 |
+
0.5091639161109924,
|
| 613 |
+
0.5058384537696838,
|
| 614 |
+
0.5026023387908936,
|
| 615 |
+
0.49945223331451416,
|
| 616 |
+
0.4963841438293457,
|
| 617 |
+
0.4933929443359375,
|
| 618 |
+
0.490475058555603,
|
| 619 |
+
0.4876294434070587,
|
| 620 |
+
0.4848557412624359,
|
| 621 |
+
0.48215222358703613,
|
| 622 |
+
0.47951623797416687,
|
| 623 |
+
0.4769439697265625,
|
| 624 |
+
0.4744322896003723,
|
| 625 |
+
0.4719802141189575,
|
| 626 |
+
0.4695875644683838,
|
| 627 |
+
0.4672534763813019,
|
| 628 |
+
0.46497592329978943,
|
| 629 |
+
0.4627520442008972,
|
| 630 |
+
0.46057918667793274
|
| 631 |
+
],
|
| 632 |
+
"val_acc": [
|
| 633 |
+
0.6927191615104675,
|
| 634 |
+
0.7255223989486694,
|
| 635 |
+
0.7167510986328125,
|
| 636 |
+
0.7253084778785706,
|
| 637 |
+
0.7419240474700928,
|
| 638 |
+
0.7510519027709961,
|
| 639 |
+
0.7543321847915649,
|
| 640 |
+
0.7541182637214661,
|
| 641 |
+
0.7538330554962158,
|
| 642 |
+
0.754902720451355,
|
| 643 |
+
0.7566141486167908,
|
| 644 |
+
0.7588961124420166,
|
| 645 |
+
0.7619625329971313,
|
| 646 |
+
0.7633174657821655,
|
| 647 |
+
0.7645297646522522,
|
| 648 |
+
0.7667403817176819,
|
| 649 |
+
0.7687371373176575,
|
| 650 |
+
0.7708051204681396,
|
| 651 |
+
0.7730870842933655,
|
| 652 |
+
0.7753690481185913,
|
| 653 |
+
0.778435468673706,
|
| 654 |
+
0.7793624997138977,
|
| 655 |
+
0.7810027003288269,
|
| 656 |
+
0.7828567624092102,
|
| 657 |
+
0.7845682501792908,
|
| 658 |
+
0.7880625128746033,
|
| 659 |
+
0.7902731895446777,
|
| 660 |
+
0.7919846177101135,
|
| 661 |
+
0.7937673926353455,
|
| 662 |
+
0.795478880405426,
|
| 663 |
+
0.7976895570755005,
|
| 664 |
+
0.7997575998306274,
|
| 665 |
+
0.8031805157661438,
|
| 666 |
+
0.805819034576416,
|
| 667 |
+
0.8081009984016418,
|
| 668 |
+
0.8095272183418274,
|
| 669 |
+
0.8113100528717041,
|
| 670 |
+
0.8134493827819824,
|
| 671 |
+
0.8158026337623596,
|
| 672 |
+
0.8176567554473877,
|
| 673 |
+
0.8207944631576538,
|
| 674 |
+
0.8227198719978333,
|
| 675 |
+
0.8251444697380066,
|
| 676 |
+
0.827069878578186,
|
| 677 |
+
0.8287813067436218,
|
| 678 |
+
0.8308493494987488,
|
| 679 |
+
0.8332739472389221,
|
| 680 |
+
0.8354132771492004,
|
| 681 |
+
0.8374813199043274,
|
| 682 |
+
0.8395493626594543
|
| 683 |
+
],
|
| 684 |
+
"train_biased_acc": [
|
| 685 |
+
0.9323304891586304,
|
| 686 |
+
0.6766557693481445,
|
| 687 |
+
0.8433224558830261,
|
| 688 |
+
0.8984763622283936,
|
| 689 |
+
0.8954834938049316,
|
| 690 |
+
0.8695195913314819,
|
| 691 |
+
0.84732586145401,
|
| 692 |
+
0.8411458134651184,
|
| 693 |
+
0.8476756811141968,
|
| 694 |
+
0.8551772236824036,
|
| 695 |
+
0.8581311702728271,
|
| 696 |
+
0.8549051284790039,
|
| 697 |
+
0.8493858575820923,
|
| 698 |
+
0.8451880812644958,
|
| 699 |
+
0.8440998196601868,
|
| 700 |
+
0.846820592880249,
|
| 701 |
+
0.8496968150138855,
|
| 702 |
+
0.8511349558830261,
|
| 703 |
+
0.8498522639274597,
|
| 704 |
+
0.84798663854599,
|
| 705 |
+
0.8465096354484558,
|
| 706 |
+
0.8468983173370361,
|
| 707 |
+
0.849502444267273,
|
| 708 |
+
0.8511738181114197,
|
| 709 |
+
0.8519900441169739,
|
| 710 |
+
0.8517568111419678,
|
| 711 |
+
0.8517568111419678,
|
| 712 |
+
0.8522232174873352,
|
| 713 |
+
0.8535447716712952,
|
| 714 |
+
0.8550606369972229,
|
| 715 |
+
0.8566930890083313,
|
| 716 |
+
0.8574704527854919,
|
| 717 |
+
0.8578202724456787,
|
| 718 |
+
0.8583644032478333,
|
| 719 |
+
0.8589863181114197,
|
| 720 |
+
0.8603078126907349,
|
| 721 |
+
0.8621734976768494,
|
| 722 |
+
0.8633006811141968,
|
| 723 |
+
0.8642334938049316,
|
| 724 |
+
0.8652440905570984,
|
| 725 |
+
0.86652672290802,
|
| 726 |
+
0.8680425882339478,
|
| 727 |
+
0.8693640828132629,
|
| 728 |
+
0.8704135417938232,
|
| 729 |
+
0.8709965348243713,
|
| 730 |
+
0.8721625804901123,
|
| 731 |
+
0.8732120394706726,
|
| 732 |
+
0.8741448521614075,
|
| 733 |
+
0.8750777244567871,
|
| 734 |
+
0.8760882616043091
|
| 735 |
+
],
|
| 736 |
+
"train_unbiased_acc": [
|
| 737 |
+
0.1007213145494461,
|
| 738 |
+
0.7091663479804993,
|
| 739 |
+
0.6208952069282532,
|
| 740 |
+
0.553209662437439,
|
| 741 |
+
0.5726754665374756,
|
| 742 |
+
0.6198741793632507,
|
| 743 |
+
0.6555119752883911,
|
| 744 |
+
0.6657883524894714,
|
| 745 |
+
0.6598267555236816,
|
| 746 |
+
0.6506373286247253,
|
| 747 |
+
0.6486281752586365,
|
| 748 |
+
0.6567636132240295,
|
| 749 |
+
0.6683244705200195,
|
| 750 |
+
0.6783373355865479,
|
| 751 |
+
0.6822238564491272,
|
| 752 |
+
0.6828497052192688,
|
| 753 |
+
0.6826520562171936,
|
| 754 |
+
0.6841342449188232,
|
| 755 |
+
0.6892394423484802,
|
| 756 |
+
0.6958268880844116,
|
| 757 |
+
0.7018872499465942,
|
| 758 |
+
0.7046210169792175,
|
| 759 |
+
0.7062678933143616,
|
| 760 |
+
0.7080464959144592,
|
| 761 |
+
0.7105826139450073,
|
| 762 |
+
0.7153914570808411,
|
| 763 |
+
0.7203978300094604,
|
| 764 |
+
0.7246137857437134,
|
| 765 |
+
0.7276110649108887,
|
| 766 |
+
0.7301471829414368,
|
| 767 |
+
0.7328809499740601,
|
| 768 |
+
0.7361747026443481,
|
| 769 |
+
0.7409176230430603,
|
| 770 |
+
0.7456275820732117,
|
| 771 |
+
0.749481201171875,
|
| 772 |
+
0.7521162033081055,
|
| 773 |
+
0.7544547319412231,
|
| 774 |
+
0.7577154636383057,
|
| 775 |
+
0.7625242471694946,
|
| 776 |
+
0.7660485506057739,
|
| 777 |
+
0.769408106803894,
|
| 778 |
+
0.7721418738365173,
|
| 779 |
+
0.774743914604187,
|
| 780 |
+
0.7775105834007263,
|
| 781 |
+
0.7810677886009216,
|
| 782 |
+
0.7847238183021545,
|
| 783 |
+
0.787951648235321,
|
| 784 |
+
0.7909159660339355,
|
| 785 |
+
0.7931227087974548,
|
| 786 |
+
0.7956259250640869
|
| 787 |
+
],
|
| 788 |
+
"val_biased_acc": [
|
| 789 |
+
0.6772387623786926,
|
| 790 |
+
0.8533892631530762,
|
| 791 |
+
0.9084265828132629,
|
| 792 |
+
0.9048507213592529,
|
| 793 |
+
0.8829290866851807,
|
| 794 |
+
0.8620957732200623,
|
| 795 |
+
0.8561878204345703,
|
| 796 |
+
0.8627176284790039,
|
| 797 |
+
0.8700248599052429,
|
| 798 |
+
0.8742226362228394,
|
| 799 |
+
0.8709576725959778,
|
| 800 |
+
0.863961398601532,
|
| 801 |
+
0.8588308095932007,
|
| 802 |
+
0.8585198521614075,
|
| 803 |
+
0.8608519434928894,
|
| 804 |
+
0.8647387623786926,
|
| 805 |
+
0.8662934899330139,
|
| 806 |
+
0.8658270835876465,
|
| 807 |
+
0.864116907119751,
|
| 808 |
+
0.8620957732200623,
|
| 809 |
+
0.8625621795654297,
|
| 810 |
+
0.8638059496879578,
|
| 811 |
+
0.8648942708969116,
|
| 812 |
+
0.8661380410194397,
|
| 813 |
+
0.8655161261558533,
|
| 814 |
+
0.8645833134651184,
|
| 815 |
+
0.864116907119751,
|
| 816 |
+
0.864116907119751,
|
| 817 |
+
0.8659825921058655,
|
| 818 |
+
0.8667599558830261,
|
| 819 |
+
0.8683146834373474,
|
| 820 |
+
0.8681591749191284,
|
| 821 |
+
0.8690920472145081,
|
| 822 |
+
0.8698694109916687,
|
| 823 |
+
0.8715795874595642,
|
| 824 |
+
0.8726679086685181,
|
| 825 |
+
0.8742226362228394,
|
| 826 |
+
0.875,
|
| 827 |
+
0.874844491481781,
|
| 828 |
+
0.8757773637771606,
|
| 829 |
+
0.8781094551086426,
|
| 830 |
+
0.8788868188858032,
|
| 831 |
+
0.8804415464401245,
|
| 832 |
+
0.8810634016990662,
|
| 833 |
+
0.8816853165626526,
|
| 834 |
+
0.8823071718215942,
|
| 835 |
+
0.8824626803398132,
|
| 836 |
+
0.8832400441169739,
|
| 837 |
+
0.884483814239502,
|
| 838 |
+
0.88572758436203
|
| 839 |
+
],
|
| 840 |
+
"val_unbiased_acc": [
|
| 841 |
+
0.7058358788490295,
|
| 842 |
+
0.6171782612800598,
|
| 843 |
+
0.554340660572052,
|
| 844 |
+
0.573178768157959,
|
| 845 |
+
0.622447669506073,
|
| 846 |
+
0.6569622159004211,
|
| 847 |
+
0.668027937412262,
|
| 848 |
+
0.6620998978614807,
|
| 849 |
+
0.6553813815116882,
|
| 850 |
+
0.6538005471229553,
|
| 851 |
+
0.6597286462783813,
|
| 852 |
+
0.6698722243309021,
|
| 853 |
+
0.6798840761184692,
|
| 854 |
+
0.6826505064964294,
|
| 855 |
+
0.6829140186309814,
|
| 856 |
+
0.6837043762207031,
|
| 857 |
+
0.6860756278038025,
|
| 858 |
+
0.690291166305542,
|
| 859 |
+
0.695955753326416,
|
| 860 |
+
0.701883852481842,
|
| 861 |
+
0.7071532011032104,
|
| 862 |
+
0.7078118920326233,
|
| 863 |
+
0.7099196314811707,
|
| 864 |
+
0.71229088306427,
|
| 865 |
+
0.7159794569015503,
|
| 866 |
+
0.7232248783111572,
|
| 867 |
+
0.727703869342804,
|
| 868 |
+
0.7308655381202698,
|
| 869 |
+
0.7325780987739563,
|
| 870 |
+
0.7350810170173645,
|
| 871 |
+
0.7378474473953247,
|
| 872 |
+
0.741799533367157,
|
| 873 |
+
0.7473323941230774,
|
| 874 |
+
0.7515479326248169,
|
| 875 |
+
0.7543143630027771,
|
| 876 |
+
0.7560268640518188,
|
| 877 |
+
0.7580029368400574,
|
| 878 |
+
0.761296272277832,
|
| 879 |
+
0.7657752633094788,
|
| 880 |
+
0.7684099674224854,
|
| 881 |
+
0.7722302675247192,
|
| 882 |
+
0.7751284837722778,
|
| 883 |
+
0.7782900929450989,
|
| 884 |
+
0.7813199758529663,
|
| 885 |
+
0.7839546799659729,
|
| 886 |
+
0.7872480750083923,
|
| 887 |
+
0.7915953397750854,
|
| 888 |
+
0.7948886752128601,
|
| 889 |
+
0.7976551651954651,
|
| 890 |
+
0.8004215955734253
|
| 891 |
+
],
|
| 892 |
+
"epoch": [
|
| 893 |
+
1,
|
| 894 |
+
2,
|
| 895 |
+
3,
|
| 896 |
+
4,
|
| 897 |
+
5,
|
| 898 |
+
6,
|
| 899 |
+
7,
|
| 900 |
+
8,
|
| 901 |
+
9,
|
| 902 |
+
10,
|
| 903 |
+
11,
|
| 904 |
+
12,
|
| 905 |
+
13,
|
| 906 |
+
14,
|
| 907 |
+
15,
|
| 908 |
+
16,
|
| 909 |
+
17,
|
| 910 |
+
18,
|
| 911 |
+
19,
|
| 912 |
+
20,
|
| 913 |
+
21,
|
| 914 |
+
22,
|
| 915 |
+
23,
|
| 916 |
+
24,
|
| 917 |
+
25,
|
| 918 |
+
26,
|
| 919 |
+
27,
|
| 920 |
+
28,
|
| 921 |
+
29,
|
| 922 |
+
30,
|
| 923 |
+
31,
|
| 924 |
+
32,
|
| 925 |
+
33,
|
| 926 |
+
34,
|
| 927 |
+
35,
|
| 928 |
+
36,
|
| 929 |
+
37,
|
| 930 |
+
38,
|
| 931 |
+
39,
|
| 932 |
+
40,
|
| 933 |
+
41,
|
| 934 |
+
42,
|
| 935 |
+
43,
|
| 936 |
+
44,
|
| 937 |
+
45,
|
| 938 |
+
46,
|
| 939 |
+
47,
|
| 940 |
+
48,
|
| 941 |
+
49,
|
| 942 |
+
50
|
| 943 |
+
],
|
| 944 |
+
"best_val_acc": 0.8395493626594543,
|
| 945 |
+
"best_val_f1": 0.839432023330093,
|
| 946 |
+
"best_epoch": 50
|
| 947 |
+
},
|
| 948 |
+
"13": {
|
| 949 |
+
"train_loss": [
|
| 950 |
+
0.6896139979362488,
|
| 951 |
+
0.6856734752655029,
|
| 952 |
+
0.6745246052742004,
|
| 953 |
+
0.6662691831588745,
|
| 954 |
+
0.6605750918388367,
|
| 955 |
+
0.6529200673103333,
|
| 956 |
+
0.6445191502571106,
|
| 957 |
+
0.6375200748443604,
|
| 958 |
+
0.6315162777900696,
|
| 959 |
+
0.6250098347663879,
|
| 960 |
+
0.617963433265686,
|
| 961 |
+
0.6113593578338623,
|
| 962 |
+
0.6055763363838196,
|
| 963 |
+
0.6000249981880188,
|
| 964 |
+
0.5941920280456543,
|
| 965 |
+
0.5883225202560425,
|
| 966 |
+
0.5828986167907715,
|
| 967 |
+
0.5779325366020203,
|
| 968 |
+
0.573036253452301,
|
| 969 |
+
0.5680281519889832,
|
| 970 |
+
0.5631295442581177,
|
| 971 |
+
0.5585728287696838,
|
| 972 |
+
0.5542736053466797,
|
| 973 |
+
0.5499984622001648,
|
| 974 |
+
0.5457108020782471,
|
| 975 |
+
0.5415760278701782,
|
| 976 |
+
0.5376834273338318,
|
| 977 |
+
0.533925473690033,
|
| 978 |
+
0.5301782488822937,
|
| 979 |
+
0.5264738202095032,
|
| 980 |
+
0.5229191184043884,
|
| 981 |
+
0.5195215344429016,
|
| 982 |
+
0.5161895155906677,
|
| 983 |
+
0.5128782391548157,
|
| 984 |
+
0.5096413493156433,
|
| 985 |
+
0.5065289735794067,
|
| 986 |
+
0.5035080909729004,
|
| 987 |
+
0.5005221366882324,
|
| 988 |
+
0.49757570028305054,
|
| 989 |
+
0.4947127103805542,
|
| 990 |
+
0.49193865060806274,
|
| 991 |
+
0.4892151653766632,
|
| 992 |
+
0.4865233898162842,
|
| 993 |
+
0.48388659954071045,
|
| 994 |
+
0.48132357001304626,
|
| 995 |
+
0.47881683707237244,
|
| 996 |
+
0.47634416818618774,
|
| 997 |
+
0.4739120602607727,
|
| 998 |
+
0.47153806686401367,
|
| 999 |
+
0.4692181944847107
|
| 1000 |
+
],
|
| 1001 |
+
"train_acc": [
|
| 1002 |
+
0.5371641516685486,
|
| 1003 |
+
0.4698069393634796,
|
| 1004 |
+
0.5789370536804199,
|
| 1005 |
+
0.7205691337585449,
|
| 1006 |
+
0.6548342704772949,
|
| 1007 |
+
0.7023658752441406,
|
| 1008 |
+
0.7454937696456909,
|
| 1009 |
+
0.7157553434371948,
|
| 1010 |
+
0.6918647289276123,
|
| 1011 |
+
0.6971777081489563,
|
| 1012 |
+
0.720676064491272,
|
| 1013 |
+
0.7453333139419556,
|
| 1014 |
+
0.7590793371200562,
|
| 1015 |
+
0.762662947177887,
|
| 1016 |
+
0.7637148499488831,
|
| 1017 |
+
0.7610405087471008,
|
| 1018 |
+
0.7538020014762878,
|
| 1019 |
+
0.7468131184577942,
|
| 1020 |
+
0.7462069392204285,
|
| 1021 |
+
0.7520548105239868,
|
| 1022 |
+
0.760737419128418,
|
| 1023 |
+
0.7689921855926514,
|
| 1024 |
+
0.7733958959579468,
|
| 1025 |
+
0.7752857208251953,
|
| 1026 |
+
0.7749648094177246,
|
| 1027 |
+
0.7738059163093567,
|
| 1028 |
+
0.7709354758262634,
|
| 1029 |
+
0.7704184651374817,
|
| 1030 |
+
0.7728075385093689,
|
| 1031 |
+
0.7774251699447632,
|
| 1032 |
+
0.7821141481399536,
|
| 1033 |
+
0.7869814038276672,
|
| 1034 |
+
0.7894418239593506,
|
| 1035 |
+
0.7905828356742859,
|
| 1036 |
+
0.7905115485191345,
|
| 1037 |
+
0.7889782786369324,
|
| 1038 |
+
0.7901727557182312,
|
| 1039 |
+
0.7923835515975952,
|
| 1040 |
+
0.7961097955703735,
|
| 1041 |
+
0.7997646927833557,
|
| 1042 |
+
0.8026885986328125,
|
| 1043 |
+
0.8051311373710632,
|
| 1044 |
+
0.8065217733383179,
|
| 1045 |
+
0.8072171211242676,
|
| 1046 |
+
0.8078411221504211,
|
| 1047 |
+
0.8093031048774719,
|
| 1048 |
+
0.8113890886306763,
|
| 1049 |
+
0.8141703605651855,
|
| 1050 |
+
0.8167555332183838,
|
| 1051 |
+
0.8194120526313782
|
| 1052 |
+
],
|
| 1053 |
+
"val_loss": [
|
| 1054 |
+
0.6856258511543274,
|
| 1055 |
+
0.6743779182434082,
|
| 1056 |
+
0.6659997701644897,
|
| 1057 |
+
0.6601766347885132,
|
| 1058 |
+
0.652413010597229,
|
| 1059 |
+
0.6439247131347656,
|
| 1060 |
+
0.6368458867073059,
|
| 1061 |
+
0.6307545900344849,
|
| 1062 |
+
0.6241436004638672,
|
| 1063 |
+
0.6169734001159668,
|
| 1064 |
+
0.6102308630943298,
|
| 1065 |
+
0.6043062806129456,
|
| 1066 |
+
0.598625123500824,
|
| 1067 |
+
0.5926833748817444,
|
| 1068 |
+
0.5867249965667725,
|
| 1069 |
+
0.5812225341796875,
|
| 1070 |
+
0.5761745572090149,
|
| 1071 |
+
0.57118159532547,
|
| 1072 |
+
0.5660578608512878,
|
| 1073 |
+
0.5610285997390747,
|
| 1074 |
+
0.5563371777534485,
|
| 1075 |
+
0.5519129633903503,
|
| 1076 |
+
0.5475332140922546,
|
| 1077 |
+
0.5431634783744812,
|
| 1078 |
+
0.5389621257781982,
|
| 1079 |
+
0.5350058078765869,
|
| 1080 |
+
0.5311744809150696,
|
| 1081 |
+
0.5273371338844299,
|
| 1082 |
+
0.5235275626182556,
|
| 1083 |
+
0.5198617577552795,
|
| 1084 |
+
0.5163598656654358,
|
| 1085 |
+
0.5129410624504089,
|
| 1086 |
+
0.5095638632774353,
|
| 1087 |
+
0.5062767267227173,
|
| 1088 |
+
0.5031186938285828,
|
| 1089 |
+
0.500045120716095,
|
| 1090 |
+
0.4969925582408905,
|
| 1091 |
+
0.4939664602279663,
|
| 1092 |
+
0.49101877212524414,
|
| 1093 |
+
0.4881659746170044,
|
| 1094 |
+
0.4853784143924713,
|
| 1095 |
+
0.48263970017433167,
|
| 1096 |
+
0.4799681007862091,
|
| 1097 |
+
0.47737258672714233,
|
| 1098 |
+
0.47482654452323914,
|
| 1099 |
+
0.47230300307273865,
|
| 1100 |
+
0.46981069445610046,
|
| 1101 |
+
0.4673745036125183,
|
| 1102 |
+
0.46499931812286377,
|
| 1103 |
+
0.4626733362674713
|
| 1104 |
+
],
|
| 1105 |
+
"val_acc": [
|
| 1106 |
+
0.47022750973701477,
|
| 1107 |
+
0.5778364539146423,
|
| 1108 |
+
0.7256650328636169,
|
| 1109 |
+
0.6538544297218323,
|
| 1110 |
+
0.7029879689216614,
|
| 1111 |
+
0.7544035315513611,
|
| 1112 |
+
0.7203166484832764,
|
| 1113 |
+
0.695928156375885,
|
| 1114 |
+
0.7004207968711853,
|
| 1115 |
+
0.7262355089187622,
|
| 1116 |
+
0.7511231899261475,
|
| 1117 |
+
0.766241192817688,
|
| 1118 |
+
0.7718747854232788,
|
| 1119 |
+
0.7724453210830688,
|
| 1120 |
+
0.7663125395774841,
|
| 1121 |
+
0.7599658370018005,
|
| 1122 |
+
0.7519076466560364,
|
| 1123 |
+
0.7511944770812988,
|
| 1124 |
+
0.7584682703018188,
|
| 1125 |
+
0.7677387595176697,
|
| 1126 |
+
0.7751551270484924,
|
| 1127 |
+
0.780218243598938,
|
| 1128 |
+
0.781787097454071,
|
| 1129 |
+
0.78257155418396,
|
| 1130 |
+
0.7791485786437988,
|
| 1131 |
+
0.7778649926185608,
|
| 1132 |
+
0.776866614818573,
|
| 1133 |
+
0.7791485786437988,
|
| 1134 |
+
0.7849960923194885,
|
| 1135 |
+
0.7882764339447021,
|
| 1136 |
+
0.7926977276802063,
|
| 1137 |
+
0.7959780693054199,
|
| 1138 |
+
0.7970477342605591,
|
| 1139 |
+
0.7965485453605652,
|
| 1140 |
+
0.797261655330658,
|
| 1141 |
+
0.797832190990448,
|
| 1142 |
+
0.8007559180259705,
|
| 1143 |
+
0.8028953075408936,
|
| 1144 |
+
0.8058903813362122,
|
| 1145 |
+
0.8087428212165833,
|
| 1146 |
+
0.8105969429016113,
|
| 1147 |
+
0.8123797178268433,
|
| 1148 |
+
0.813092827796936,
|
| 1149 |
+
0.813092827796936,
|
| 1150 |
+
0.8143764138221741,
|
| 1151 |
+
0.816444456577301,
|
| 1152 |
+
0.8192256093025208,
|
| 1153 |
+
0.8225772380828857,
|
| 1154 |
+
0.8251444697380066,
|
| 1155 |
+
0.8271411657333374
|
| 1156 |
+
],
|
| 1157 |
+
"train_biased_acc": [
|
| 1158 |
+
0.006141168996691704,
|
| 1159 |
+
1.0,
|
| 1160 |
+
0.9991448521614075,
|
| 1161 |
+
0.6608753204345703,
|
| 1162 |
+
0.33278918266296387,
|
| 1163 |
+
0.48157647252082825,
|
| 1164 |
+
0.7583954930305481,
|
| 1165 |
+
0.9040733575820923,
|
| 1166 |
+
0.9470226764678955,
|
| 1167 |
+
0.9436411261558533,
|
| 1168 |
+
0.9106809496879578,
|
| 1169 |
+
0.8576259016990662,
|
| 1170 |
+
0.8025497198104858,
|
| 1171 |
+
0.77701336145401,
|
| 1172 |
+
0.7927938103675842,
|
| 1173 |
+
0.8293687701225281,
|
| 1174 |
+
0.8639225363731384,
|
| 1175 |
+
0.8818796277046204,
|
| 1176 |
+
0.8865438103675842,
|
| 1177 |
+
0.8783037662506104,
|
| 1178 |
+
0.8633006811141968,
|
| 1179 |
+
0.8437888622283936,
|
| 1180 |
+
0.8313121795654297,
|
| 1181 |
+
0.8301072716712952,
|
| 1182 |
+
0.8397465348243713,
|
| 1183 |
+
0.8537390828132629,
|
| 1184 |
+
0.8650108575820923,
|
| 1185 |
+
0.8702191710472107,
|
| 1186 |
+
0.868858814239502,
|
| 1187 |
+
0.86229008436203,
|
| 1188 |
+
0.8536613583564758,
|
| 1189 |
+
0.8475979566574097,
|
| 1190 |
+
0.846159815788269,
|
| 1191 |
+
0.8499689102172852,
|
| 1192 |
+
0.8568874001502991,
|
| 1193 |
+
0.8624844551086426,
|
| 1194 |
+
0.8675373196601868,
|
| 1195 |
+
0.8681591749191284,
|
| 1196 |
+
0.8652052283287048,
|
| 1197 |
+
0.8608130812644958,
|
| 1198 |
+
0.8579757213592529,
|
| 1199 |
+
0.8580145835876465,
|
| 1200 |
+
0.8607353568077087,
|
| 1201 |
+
0.8646999001502991,
|
| 1202 |
+
0.8689365386962891,
|
| 1203 |
+
0.8713852167129517,
|
| 1204 |
+
0.871773898601532,
|
| 1205 |
+
0.8704912662506104,
|
| 1206 |
+
0.8684312701225281,
|
| 1207 |
+
0.8675373196601868
|
| 1208 |
+
],
|
| 1209 |
+
"train_unbiased_acc": [
|
| 1210 |
+
0.9871545433998108,
|
| 1211 |
+
0.020519744604825974,
|
| 1212 |
+
0.2228516787290573,
|
| 1213 |
+
0.7711537480354309,
|
| 1214 |
+
0.927736222743988,
|
| 1215 |
+
0.8894634246826172,
|
| 1216 |
+
0.7345607876777649,
|
| 1217 |
+
0.5561740398406982,
|
| 1218 |
+
0.4756430685520172,
|
| 1219 |
+
0.48832380771636963,
|
| 1220 |
+
0.559665322303772,
|
| 1221 |
+
0.6501761674880981,
|
| 1222 |
+
0.7222423553466797,
|
| 1223 |
+
0.7505022883415222,
|
| 1224 |
+
0.7390731573104858,
|
| 1225 |
+
0.7031388878822327,
|
| 1226 |
+
0.6604854464530945,
|
| 1227 |
+
0.6323572993278503,
|
| 1228 |
+
0.6272850036621094,
|
| 1229 |
+
0.6450709700584412,
|
| 1230 |
+
0.6738249659538269,
|
| 1231 |
+
0.705609142780304,
|
| 1232 |
+
0.7243173718452454,
|
| 1233 |
+
0.7288297414779663,
|
| 1234 |
+
0.7200685143470764,
|
| 1235 |
+
0.7060702443122864,
|
| 1236 |
+
0.6912156939506531,
|
| 1237 |
+
0.6858469247817993,
|
| 1238 |
+
0.6914132833480835,
|
| 1239 |
+
0.7055103182792664,
|
| 1240 |
+
0.7214847803115845,
|
| 1241 |
+
0.7356147170066833,
|
| 1242 |
+
0.7413787245750427,
|
| 1243 |
+
0.7402588725090027,
|
| 1244 |
+
0.7342643141746521,
|
| 1245 |
+
0.726688802242279,
|
| 1246 |
+
0.7246137857437134,
|
| 1247 |
+
0.7281709909439087,
|
| 1248 |
+
0.7375580072402954,
|
| 1249 |
+
0.7480319738388062,
|
| 1250 |
+
0.7558380365371704,
|
| 1251 |
+
0.7603175044059753,
|
| 1252 |
+
0.7605809569358826,
|
| 1253 |
+
0.7585059404373169,
|
| 1254 |
+
0.7560685873031616,
|
| 1255 |
+
0.7566944360733032,
|
| 1256 |
+
0.7602186799049377,
|
| 1257 |
+
0.7664437890052795,
|
| 1258 |
+
0.7729653120040894,
|
| 1259 |
+
0.7786304354667664
|
| 1260 |
+
],
|
| 1261 |
+
"val_biased_acc": [
|
| 1262 |
+
1.0,
|
| 1263 |
+
0.9990671277046204,
|
| 1264 |
+
0.6713308095932007,
|
| 1265 |
+
0.3333333134651184,
|
| 1266 |
+
0.48507460951805115,
|
| 1267 |
+
0.7764303088188171,
|
| 1268 |
+
0.9141790866851807,
|
| 1269 |
+
0.9513370394706726,
|
| 1270 |
+
0.9483830332756042,
|
| 1271 |
+
0.92055344581604,
|
| 1272 |
+
0.8670708537101746,
|
| 1273 |
+
0.8174750804901123,
|
| 1274 |
+
0.7936878204345703,
|
| 1275 |
+
0.8079912662506104,
|
| 1276 |
+
0.8406405448913574,
|
| 1277 |
+
0.8740671277046204,
|
| 1278 |
+
0.8925684094429016,
|
| 1279 |
+
0.8976989984512329,
|
| 1280 |
+
0.8891479969024658,
|
| 1281 |
+
0.8745335340499878,
|
| 1282 |
+
0.8563432693481445,
|
| 1283 |
+
0.8439054489135742,
|
| 1284 |
+
0.8428171277046204,
|
| 1285 |
+
0.8529228568077087,
|
| 1286 |
+
0.8647387623786926,
|
| 1287 |
+
0.8774875402450562,
|
| 1288 |
+
0.88215172290802,
|
| 1289 |
+
0.8809079527854919,
|
| 1290 |
+
0.875,
|
| 1291 |
+
0.8656716346740723,
|
| 1292 |
+
0.8599191308021545,
|
| 1293 |
+
0.8586753606796265,
|
| 1294 |
+
0.8624066710472107,
|
| 1295 |
+
0.8686255812644958,
|
| 1296 |
+
0.8759328126907349,
|
| 1297 |
+
0.8796641826629639,
|
| 1298 |
+
0.880752444267273,
|
| 1299 |
+
0.8777984976768494,
|
| 1300 |
+
0.8729788064956665,
|
| 1301 |
+
0.8700248599052429,
|
| 1302 |
+
0.8697139024734497,
|
| 1303 |
+
0.8725124001502991,
|
| 1304 |
+
0.8765547275543213,
|
| 1305 |
+
0.8802860379219055,
|
| 1306 |
+
0.8823071718215942,
|
| 1307 |
+
0.88215172290802,
|
| 1308 |
+
0.8801305890083313,
|
| 1309 |
+
0.8782649040222168,
|
| 1310 |
+
0.8777984976768494,
|
| 1311 |
+
0.8787313103675842
|
| 1312 |
+
],
|
| 1313 |
+
"val_unbiased_acc": [
|
| 1314 |
+
0.02134106308221817,
|
| 1315 |
+
0.22091951966285706,
|
| 1316 |
+
0.7717033624649048,
|
| 1317 |
+
0.9254380464553833,
|
| 1318 |
+
0.8876301050186157,
|
| 1319 |
+
0.7357397079467773,
|
| 1320 |
+
0.5560532212257385,
|
| 1321 |
+
0.4795152246952057,
|
| 1322 |
+
0.4903174936771393,
|
| 1323 |
+
0.5615860819816589,
|
| 1324 |
+
0.6528784036636353,
|
| 1325 |
+
0.7228296995162964,
|
| 1326 |
+
0.753392219543457,
|
| 1327 |
+
0.7423264384269714,
|
| 1328 |
+
0.7033329010009766,
|
| 1329 |
+
0.663285493850708,
|
| 1330 |
+
0.6327229738235474,
|
| 1331 |
+
0.6270583868026733,
|
| 1332 |
+
0.6477407813072205,
|
| 1333 |
+
0.6772493720054626,
|
| 1334 |
+
0.7063628435134888,
|
| 1335 |
+
0.7262548208236694,
|
| 1336 |
+
0.7300751209259033,
|
| 1337 |
+
0.72296142578125,
|
| 1338 |
+
0.706626296043396,
|
| 1339 |
+
0.693452775478363,
|
| 1340 |
+
0.6876564621925354,
|
| 1341 |
+
0.6929258704185486,
|
| 1342 |
+
0.7087340354919434,
|
| 1343 |
+
0.7226979732513428,
|
| 1344 |
+
0.7357397079467773,
|
| 1345 |
+
0.7428534030914307,
|
| 1346 |
+
0.7416678071022034,
|
| 1347 |
+
0.7354762554168701,
|
| 1348 |
+
0.7306020259857178,
|
| 1349 |
+
0.7284942865371704,
|
| 1350 |
+
0.7329732775688171,
|
| 1351 |
+
0.7394282817840576,
|
| 1352 |
+
0.7490449547767639,
|
| 1353 |
+
0.7568172812461853,
|
| 1354 |
+
0.7605058550834656,
|
| 1355 |
+
0.7614279985427856,
|
| 1356 |
+
0.7593202590942383,
|
| 1357 |
+
0.7561586499214172,
|
| 1358 |
+
0.7568172812461853,
|
| 1359 |
+
0.7607693672180176,
|
| 1360 |
+
0.7676195502281189,
|
| 1361 |
+
0.7753919363021851,
|
| 1362 |
+
0.7805296182632446,
|
| 1363 |
+
0.7834277749061584
|
| 1364 |
+
],
|
| 1365 |
+
"epoch": [
|
| 1366 |
+
1,
|
| 1367 |
+
2,
|
| 1368 |
+
3,
|
| 1369 |
+
4,
|
| 1370 |
+
5,
|
| 1371 |
+
6,
|
| 1372 |
+
7,
|
| 1373 |
+
8,
|
| 1374 |
+
9,
|
| 1375 |
+
10,
|
| 1376 |
+
11,
|
| 1377 |
+
12,
|
| 1378 |
+
13,
|
| 1379 |
+
14,
|
| 1380 |
+
15,
|
| 1381 |
+
16,
|
| 1382 |
+
17,
|
| 1383 |
+
18,
|
| 1384 |
+
19,
|
| 1385 |
+
20,
|
| 1386 |
+
21,
|
| 1387 |
+
22,
|
| 1388 |
+
23,
|
| 1389 |
+
24,
|
| 1390 |
+
25,
|
| 1391 |
+
26,
|
| 1392 |
+
27,
|
| 1393 |
+
28,
|
| 1394 |
+
29,
|
| 1395 |
+
30,
|
| 1396 |
+
31,
|
| 1397 |
+
32,
|
| 1398 |
+
33,
|
| 1399 |
+
34,
|
| 1400 |
+
35,
|
| 1401 |
+
36,
|
| 1402 |
+
37,
|
| 1403 |
+
38,
|
| 1404 |
+
39,
|
| 1405 |
+
40,
|
| 1406 |
+
41,
|
| 1407 |
+
42,
|
| 1408 |
+
43,
|
| 1409 |
+
44,
|
| 1410 |
+
45,
|
| 1411 |
+
46,
|
| 1412 |
+
47,
|
| 1413 |
+
48,
|
| 1414 |
+
49,
|
| 1415 |
+
50
|
| 1416 |
+
],
|
| 1417 |
+
"best_val_acc": 0.8271411657333374,
|
| 1418 |
+
"best_val_f1": 0.8270645927616175,
|
| 1419 |
+
"best_epoch": 50
|
| 1420 |
+
},
|
| 1421 |
"14": {
|
| 1422 |
"train_loss": [
|
| 1423 |
+
0.6953223943710327,
|
| 1424 |
+
0.6914133429527283,
|
| 1425 |
+
0.6814278364181519,
|
| 1426 |
+
0.6712650060653687,
|
| 1427 |
+
0.6656498908996582,
|
| 1428 |
+
0.6593825221061707,
|
| 1429 |
+
0.6508820652961731,
|
| 1430 |
+
0.6427600979804993,
|
| 1431 |
+
0.6363998055458069,
|
| 1432 |
+
0.6305274367332458,
|
| 1433 |
+
0.6237890124320984,
|
| 1434 |
+
0.6166157126426697,
|
| 1435 |
+
0.6101108193397522,
|
| 1436 |
+
0.6044729948043823,
|
| 1437 |
+
0.5989459753036499,
|
| 1438 |
+
0.5930266380310059,
|
| 1439 |
+
0.587056577205658,
|
| 1440 |
+
0.5815836787223816,
|
| 1441 |
+
0.5766152143478394,
|
| 1442 |
+
0.5717069506645203,
|
| 1443 |
+
0.5666270852088928,
|
| 1444 |
+
0.5616077780723572,
|
| 1445 |
+
0.5569445490837097,
|
| 1446 |
+
0.5525921583175659,
|
| 1447 |
+
0.548279345035553,
|
| 1448 |
+
0.5439044833183289,
|
| 1449 |
+
0.5396323800086975,
|
| 1450 |
+
0.535617470741272,
|
| 1451 |
+
0.5317912101745605,
|
| 1452 |
+
0.5279877781867981,
|
| 1453 |
+
0.5241814851760864,
|
| 1454 |
+
0.520490288734436,
|
| 1455 |
+
0.5169820785522461,
|
| 1456 |
+
0.5135838389396667,
|
| 1457 |
+
0.5102025270462036,
|
| 1458 |
+
0.5068541765213013,
|
| 1459 |
+
0.5036171674728394,
|
| 1460 |
+
0.5005054473876953,
|
| 1461 |
+
0.49745577573776245,
|
| 1462 |
+
0.4944279193878174,
|
| 1463 |
+
0.4914551079273224,
|
| 1464 |
+
0.4885790944099426,
|
| 1465 |
+
0.4857841432094574,
|
| 1466 |
+
0.48302677273750305,
|
| 1467 |
+
0.48030173778533936,
|
| 1468 |
+
0.477640300989151,
|
| 1469 |
+
0.4750545024871826,
|
| 1470 |
+
0.47252002358436584,
|
| 1471 |
+
0.4700169563293457,
|
| 1472 |
+
0.46755707263946533
|
| 1473 |
+
],
|
| 1474 |
+
"train_acc": [
|
| 1475 |
+
0.539535403251648,
|
| 1476 |
+
0.4718037545681,
|
| 1477 |
+
0.4741571545600891,
|
| 1478 |
+
0.7123678922653198,
|
| 1479 |
+
0.6634277701377869,
|
| 1480 |
+
0.6532831788063049,
|
| 1481 |
+
0.749451756477356,
|
| 1482 |
+
0.758526623249054,
|
| 1483 |
+
0.7083920240402222,
|
| 1484 |
+
0.6892973780632019,
|
| 1485 |
+
0.7023480534553528,
|
| 1486 |
+
0.7327818274497986,
|
| 1487 |
+
0.7611831426620483,
|
| 1488 |
+
0.7733423709869385,
|
| 1489 |
+
0.7757670879364014,
|
| 1490 |
+
0.7764267921447754,
|
| 1491 |
+
0.7710068225860596,
|
| 1492 |
+
0.7621102333068848,
|
| 1493 |
+
0.753695011138916,
|
| 1494 |
+
0.7525361776351929,
|
| 1495 |
+
0.7582592368125916,
|
| 1496 |
+
0.7670310139656067,
|
| 1497 |
+
0.7759632468223572,
|
| 1498 |
+
0.781097948551178,
|
| 1499 |
+
0.784110963344574,
|
| 1500 |
+
0.7835226655006409,
|
| 1501 |
+
0.7811514139175415,
|
| 1502 |
+
0.7784592509269714,
|
| 1503 |
+
0.7759275436401367,
|
| 1504 |
+
0.7777460813522339,
|
| 1505 |
+
0.7822389602661133,
|
| 1506 |
+
0.7876232862472534,
|
| 1507 |
+
0.7926688194274902,
|
| 1508 |
+
0.7955392599105835,
|
| 1509 |
+
0.7970012426376343,
|
| 1510 |
+
0.7972151637077332,
|
| 1511 |
+
0.7968942523002625,
|
| 1512 |
+
0.7962880730628967,
|
| 1513 |
+
0.797429084777832,
|
| 1514 |
+
0.8001568913459778,
|
| 1515 |
+
0.8036870360374451,
|
| 1516 |
+
0.8070210218429565,
|
| 1517 |
+
0.8101767301559448,
|
| 1518 |
+
0.8119239211082458,
|
| 1519 |
+
0.8129045367240906,
|
| 1520 |
+
0.8133323788642883,
|
| 1521 |
+
0.8140099048614502,
|
| 1522 |
+
0.8153292536735535,
|
| 1523 |
+
0.817415177822113,
|
| 1524 |
+
0.8198220729827881
|
| 1525 |
+
],
|
| 1526 |
+
"val_loss": [
|
| 1527 |
+
0.691313624382019,
|
| 1528 |
+
0.68123459815979,
|
| 1529 |
+
0.6709641218185425,
|
| 1530 |
+
0.6652224659919739,
|
| 1531 |
+
0.6588312983512878,
|
| 1532 |
+
0.6502240896224976,
|
| 1533 |
+
0.6420101523399353,
|
| 1534 |
+
0.6355611085891724,
|
| 1535 |
+
0.6295912861824036,
|
| 1536 |
+
0.6227386593818665,
|
| 1537 |
+
0.6154331564903259,
|
| 1538 |
+
0.6087834239006042,
|
| 1539 |
+
0.6029999852180481,
|
| 1540 |
+
0.5973407030105591,
|
| 1541 |
+
0.5913110375404358,
|
| 1542 |
+
0.5852511525154114,
|
| 1543 |
+
0.5796995162963867,
|
| 1544 |
+
0.5746496319770813,
|
| 1545 |
+
0.5696455240249634,
|
| 1546 |
+
0.5644499659538269,
|
| 1547 |
+
0.5592984557151794,
|
| 1548 |
+
0.5544968247413635,
|
| 1549 |
+
0.550014317035675,
|
| 1550 |
+
0.545591413974762,
|
| 1551 |
+
0.5411309599876404,
|
| 1552 |
+
0.5367924571037292,
|
| 1553 |
+
0.5327182412147522,
|
| 1554 |
+
0.5288259387016296,
|
| 1555 |
+
0.5249400734901428,
|
| 1556 |
+
0.5210333466529846,
|
| 1557 |
+
0.5172306895256042,
|
| 1558 |
+
0.5136127471923828,
|
| 1559 |
+
0.5101194381713867,
|
| 1560 |
+
0.5066649913787842,
|
| 1561 |
+
0.5032644271850586,
|
| 1562 |
+
0.4999868869781494,
|
| 1563 |
+
0.49683353304862976,
|
| 1564 |
+
0.4937303066253662,
|
| 1565 |
+
0.4906332492828369,
|
| 1566 |
+
0.4875795841217041,
|
| 1567 |
+
0.48462146520614624,
|
| 1568 |
+
0.48175451159477234,
|
| 1569 |
+
0.4789428412914276,
|
| 1570 |
+
0.4761813282966614,
|
| 1571 |
+
0.4734942615032196,
|
| 1572 |
+
0.4708831012248993,
|
| 1573 |
+
0.4683142602443695,
|
| 1574 |
+
0.46576425433158875,
|
| 1575 |
+
0.463248074054718,
|
| 1576 |
+
0.4607916474342346
|
| 1577 |
+
],
|
| 1578 |
+
"val_acc": [
|
| 1579 |
+
0.47293734550476074,
|
| 1580 |
+
0.47543323040008545,
|
| 1581 |
+
0.7154674530029297,
|
| 1582 |
+
0.6655495166778564,
|
| 1583 |
+
0.6559224724769592,
|
| 1584 |
+
0.7570420503616333,
|
| 1585 |
+
0.7634600400924683,
|
| 1586 |
+
0.7125437259674072,
|
| 1587 |
+
0.6897953748703003,
|
| 1588 |
+
0.706268310546875,
|
| 1589 |
+
0.7396420240402222,
|
| 1590 |
+
0.766241192817688,
|
| 1591 |
+
0.7803608775138855,
|
| 1592 |
+
0.7832133173942566,
|
| 1593 |
+
0.7837837934494019,
|
| 1594 |
+
0.777151882648468,
|
| 1595 |
+
0.7687371373176575,
|
| 1596 |
+
0.7614633440971375,
|
| 1597 |
+
0.7587535381317139,
|
| 1598 |
+
0.7658846378326416,
|
| 1599 |
+
0.7737289071083069,
|
| 1600 |
+
0.7834272384643555,
|
| 1601 |
+
0.7887043356895447,
|
| 1602 |
+
0.7916994094848633,
|
| 1603 |
+
0.7917706966400146,
|
| 1604 |
+
0.7888469099998474,
|
| 1605 |
+
0.7859944701194763,
|
| 1606 |
+
0.7850674390792847,
|
| 1607 |
+
0.7860658168792725,
|
| 1608 |
+
0.7909149527549744,
|
| 1609 |
+
0.7958354353904724,
|
| 1610 |
+
0.8006133437156677,
|
| 1611 |
+
0.8035370707511902,
|
| 1612 |
+
0.8047493696212769,
|
| 1613 |
+
0.8051059246063232,
|
| 1614 |
+
0.8053911924362183,
|
| 1615 |
+
0.8050346374511719,
|
| 1616 |
+
0.8057477474212646,
|
| 1617 |
+
0.807887077331543,
|
| 1618 |
+
0.8116666078567505,
|
| 1619 |
+
0.8135920166969299,
|
| 1620 |
+
0.816729724407196,
|
| 1621 |
+
0.8186551332473755,
|
| 1622 |
+
0.8193682432174683,
|
| 1623 |
+
0.8197247982025146,
|
| 1624 |
+
0.8210083842277527,
|
| 1625 |
+
0.822149395942688,
|
| 1626 |
+
0.8240747451782227,
|
| 1627 |
+
0.827069878578186,
|
| 1628 |
+
0.8292092084884644
|
| 1629 |
+
],
|
| 1630 |
+
"train_biased_acc": [
|
| 1631 |
+
0.0,
|
| 1632 |
+
1.0,
|
| 1633 |
+
1.0,
|
| 1634 |
+
0.922380268573761,
|
| 1635 |
+
0.3210510015487671,
|
| 1636 |
+
0.283037930727005,
|
| 1637 |
+
0.5925062298774719,
|
| 1638 |
+
0.8528062701225281,
|
| 1639 |
+
0.9452736377716064,
|
| 1640 |
+
0.963347315788269,
|
| 1641 |
+
0.9534748196601868,
|
| 1642 |
+
0.9168221354484558,
|
| 1643 |
+
0.8596858978271484,
|
| 1644 |
+
0.80402672290802,
|
| 1645 |
+
0.7814443111419678,
|
| 1646 |
+
0.7998289465904236,
|
| 1647 |
+
0.8373367190361023,
|
| 1648 |
+
0.8713463544845581,
|
| 1649 |
+
0.8913635015487671,
|
| 1650 |
+
0.8969216346740723,
|
| 1651 |
+
0.8881762623786926,
|
| 1652 |
+
0.8711909055709839,
|
| 1653 |
+
0.8514847159385681,
|
| 1654 |
+
0.8356654047966003,
|
| 1655 |
+
0.8320895433425903,
|
| 1656 |
+
0.8400963544845581,
|
| 1657 |
+
0.8537002205848694,
|
| 1658 |
+
0.8667988181114197,
|
| 1659 |
+
0.8732509016990662,
|
| 1660 |
+
0.8743780851364136,
|
| 1661 |
+
0.8692474961280823,
|
| 1662 |
+
0.8605799078941345,
|
| 1663 |
+
0.8528451323509216,
|
| 1664 |
+
0.8485307693481445,
|
| 1665 |
+
0.8499299883842468,
|
| 1666 |
+
0.8555270433425903,
|
| 1667 |
+
0.8625233173370361,
|
| 1668 |
+
0.8678482174873352,
|
| 1669 |
+
0.8703358173370361,
|
| 1670 |
+
0.8688976764678955,
|
| 1671 |
+
0.8652440905570984,
|
| 1672 |
+
0.8609685897827148,
|
| 1673 |
+
0.8587530851364136,
|
| 1674 |
+
0.8592583537101746,
|
| 1675 |
+
0.8623678088188171,
|
| 1676 |
+
0.8664878606796265,
|
| 1677 |
+
0.8704135417938232,
|
| 1678 |
+
0.8723569512367249,
|
| 1679 |
+
0.8723569512367249,
|
| 1680 |
+
0.8704912662506104
|
| 1681 |
+
],
|
| 1682 |
+
"train_unbiased_acc": [
|
| 1683 |
+
0.9967392086982727,
|
| 1684 |
+
0.024208687245845795,
|
| 1685 |
+
0.028556371107697487,
|
| 1686 |
+
0.5344026684761047,
|
| 1687 |
+
0.9535588026046753,
|
| 1688 |
+
0.9670300483703613,
|
| 1689 |
+
0.8824478387832642,
|
| 1690 |
+
0.6786337494850159,
|
| 1691 |
+
0.5076578259468079,
|
| 1692 |
+
0.4570666253566742,
|
| 1693 |
+
0.48954248428344727,
|
| 1694 |
+
0.5768254995346069,
|
| 1695 |
+
0.6777114868164062,
|
| 1696 |
+
0.7473403215408325,
|
| 1697 |
+
0.7709561586380005,
|
| 1698 |
+
0.7565956115722656,
|
| 1699 |
+
0.7147985696792603,
|
| 1700 |
+
0.6695431470870972,
|
| 1701 |
+
0.6370343565940857,
|
| 1702 |
+
0.6301834583282471,
|
| 1703 |
+
0.6481670141220093,
|
| 1704 |
+
0.6787654757499695,
|
| 1705 |
+
0.7119659781455994,
|
| 1706 |
+
0.7348572015762329,
|
| 1707 |
+
0.7434537410736084,
|
| 1708 |
+
0.7355818152427673,
|
| 1709 |
+
0.719673216342926,
|
| 1710 |
+
0.7035999894142151,
|
| 1711 |
+
0.6934553980827332,
|
| 1712 |
+
0.6958597898483276,
|
| 1713 |
+
0.7085075974464417,
|
| 1714 |
+
0.7257995009422302,
|
| 1715 |
+
0.7416751384735107,
|
| 1716 |
+
0.7506340146064758,
|
| 1717 |
+
0.7521491050720215,
|
| 1718 |
+
0.7478014230728149,
|
| 1719 |
+
0.7412799000740051,
|
| 1720 |
+
0.7356476783752441,
|
| 1721 |
+
0.7356476783752441,
|
| 1722 |
+
0.741905689239502,
|
| 1723 |
+
0.7515233159065247,
|
| 1724 |
+
0.761305570602417,
|
| 1725 |
+
0.7690128684043884,
|
| 1726 |
+
0.7718124985694885,
|
| 1727 |
+
0.7709890604019165,
|
| 1728 |
+
0.768288254737854,
|
| 1729 |
+
0.7662132382392883,
|
| 1730 |
+
0.7670037150382996,
|
| 1731 |
+
0.7708573341369629,
|
| 1732 |
+
0.7768847942352295
|
| 1733 |
+
],
|
| 1734 |
+
"val_biased_acc": [
|
| 1735 |
+
1.0,
|
| 1736 |
+
1.0,
|
| 1737 |
+
0.9283270835876465,
|
| 1738 |
+
0.32742536067962646,
|
| 1739 |
+
0.2901119291782379,
|
| 1740 |
+
0.6142723560333252,
|
| 1741 |
+
0.8625621795654297,
|
| 1742 |
+
0.9527363181114197,
|
| 1743 |
+
0.9665733575820923,
|
| 1744 |
+
0.959110677242279,
|
| 1745 |
+
0.9275497198104858,
|
| 1746 |
+
0.8686255812644958,
|
| 1747 |
+
0.8184079527854919,
|
| 1748 |
+
0.7964863181114197,
|
| 1749 |
+
0.8149875402450562,
|
| 1750 |
+
0.8481032252311707,
|
| 1751 |
+
0.8827736377716064,
|
| 1752 |
+
0.9051616787910461,
|
| 1753 |
+
0.9087375402450562,
|
| 1754 |
+
0.9017412662506104,
|
| 1755 |
+
0.8837064504623413,
|
| 1756 |
+
0.8631840348243713,
|
| 1757 |
+
0.8481032252311707,
|
| 1758 |
+
0.8456156253814697,
|
| 1759 |
+
0.8530783653259277,
|
| 1760 |
+
0.8650497198104858,
|
| 1761 |
+
0.8793532252311707,
|
| 1762 |
+
0.8888370394706726,
|
| 1763 |
+
0.88930344581604,
|
| 1764 |
+
0.8843283653259277,
|
| 1765 |
+
0.8746890425682068,
|
| 1766 |
+
0.8655161261558533,
|
| 1767 |
+
0.8613184094429016,
|
| 1768 |
+
0.8627176284790039,
|
| 1769 |
+
0.8689365386962891,
|
| 1770 |
+
0.8773320913314819,
|
| 1771 |
+
0.8832400441169739,
|
| 1772 |
+
0.8849502205848694,
|
| 1773 |
+
0.8837064504623413,
|
| 1774 |
+
0.87857586145401,
|
| 1775 |
+
0.8739116787910461,
|
| 1776 |
+
0.8706467747688293,
|
| 1777 |
+
0.8709576725959778,
|
| 1778 |
+
0.8740671277046204,
|
| 1779 |
+
0.8788868188858032,
|
| 1780 |
+
0.8841728568077087,
|
| 1781 |
+
0.88572758436203,
|
| 1782 |
+
0.8846392631530762,
|
| 1783 |
+
0.8835510015487671,
|
| 1784 |
+
0.8812189102172852
|
| 1785 |
+
],
|
| 1786 |
+
"val_unbiased_acc": [
|
| 1787 |
+
0.02634699083864689,
|
| 1788 |
+
0.030957713723182678,
|
| 1789 |
+
0.5351073741912842,
|
| 1790 |
+
0.9520484805107117,
|
| 1791 |
+
0.9658806920051575,
|
| 1792 |
+
0.8780134320259094,
|
| 1793 |
+
0.6794888973236084,
|
| 1794 |
+
0.5090238451957703,
|
| 1795 |
+
0.4552759826183319,
|
| 1796 |
+
0.4920300543308258,
|
| 1797 |
+
0.5804241895675659,
|
| 1798 |
+
0.6794888973236084,
|
| 1799 |
+
0.7481228113174438,
|
| 1800 |
+
0.771966814994812,
|
| 1801 |
+
0.7573442459106445,
|
| 1802 |
+
0.717033326625824,
|
| 1803 |
+
0.6721117496490479,
|
| 1804 |
+
0.6397049427032471,
|
| 1805 |
+
0.6316691040992737,
|
| 1806 |
+
0.6507706642150879,
|
| 1807 |
+
0.6805427670478821,
|
| 1808 |
+
0.7158477306365967,
|
| 1809 |
+
0.7383744120597839,
|
| 1810 |
+
0.7460150122642517,
|
| 1811 |
+
0.7398235201835632,
|
| 1812 |
+
0.7242787480354309,
|
| 1813 |
+
0.7068897485733032,
|
| 1814 |
+
0.6971413493156433,
|
| 1815 |
+
0.6985904574394226,
|
| 1816 |
+
0.7117639183998108,
|
| 1817 |
+
0.7290212512016296,
|
| 1818 |
+
0.7456198334693909,
|
| 1819 |
+
0.7545778155326843,
|
| 1820 |
+
0.755631685256958,
|
| 1821 |
+
0.7510209679603577,
|
| 1822 |
+
0.7444342374801636,
|
| 1823 |
+
0.7387695908546448,
|
| 1824 |
+
0.7386378645896912,
|
| 1825 |
+
0.7436438202857971,
|
| 1826 |
+
0.7549729943275452,
|
| 1827 |
+
0.7624819278717041,
|
| 1828 |
+
0.7710446715354919,
|
| 1829 |
+
0.7743380665779114,
|
| 1830 |
+
0.7730206847190857,
|
| 1831 |
+
0.7695955634117126,
|
| 1832 |
+
0.7674878239631653,
|
| 1833 |
+
0.7682782411575317,
|
| 1834 |
+
0.7727572321891785,
|
| 1835 |
+
0.779212236404419,
|
| 1836 |
+
0.785140335559845
|
| 1837 |
+
],
|
| 1838 |
+
"epoch": [
|
| 1839 |
+
1,
|
| 1840 |
+
2,
|
| 1841 |
+
3,
|
| 1842 |
+
4,
|
| 1843 |
+
5,
|
| 1844 |
+
6,
|
| 1845 |
+
7,
|
| 1846 |
+
8,
|
| 1847 |
+
9,
|
| 1848 |
+
10,
|
| 1849 |
+
11,
|
| 1850 |
+
12,
|
| 1851 |
+
13,
|
| 1852 |
+
14,
|
| 1853 |
+
15,
|
| 1854 |
+
16,
|
| 1855 |
+
17,
|
| 1856 |
+
18,
|
| 1857 |
+
19,
|
| 1858 |
+
20,
|
| 1859 |
+
21,
|
| 1860 |
+
22,
|
| 1861 |
+
23,
|
| 1862 |
+
24,
|
| 1863 |
+
25,
|
| 1864 |
+
26,
|
| 1865 |
+
27,
|
| 1866 |
+
28,
|
| 1867 |
+
29,
|
| 1868 |
+
30,
|
| 1869 |
+
31,
|
| 1870 |
+
32,
|
| 1871 |
+
33,
|
| 1872 |
+
34,
|
| 1873 |
+
35,
|
| 1874 |
+
36,
|
| 1875 |
+
37,
|
| 1876 |
+
38,
|
| 1877 |
+
39,
|
| 1878 |
+
40,
|
| 1879 |
+
41,
|
| 1880 |
+
42,
|
| 1881 |
+
43,
|
| 1882 |
+
44,
|
| 1883 |
+
45,
|
| 1884 |
+
46,
|
| 1885 |
+
47,
|
| 1886 |
+
48,
|
| 1887 |
+
49,
|
| 1888 |
+
50
|
| 1889 |
+
],
|
| 1890 |
+
"best_val_acc": 0.8292092084884644,
|
| 1891 |
+
"best_val_f1": 0.8291350702802027,
|
| 1892 |
+
"best_epoch": 50
|
| 1893 |
+
},
|
| 1894 |
+
"15": {
|
| 1895 |
+
"train_loss": [
|
| 1896 |
+
0.6974748969078064,
|
| 1897 |
+
0.6943405270576477,
|
| 1898 |
+
0.6831747889518738,
|
| 1899 |
+
0.6730207204818726,
|
| 1900 |
+
0.6677999496459961,
|
| 1901 |
+
0.6610493063926697,
|
| 1902 |
+
0.652012288570404,
|
| 1903 |
+
0.643889307975769,
|
| 1904 |
+
0.6376981139183044,
|
| 1905 |
+
0.6316208839416504,
|
| 1906 |
+
0.6244550943374634,
|
| 1907 |
+
0.6170715689659119,
|
| 1908 |
+
0.6106337904930115,
|
| 1909 |
+
0.6050111055374146,
|
| 1910 |
+
0.5992454290390015,
|
| 1911 |
+
0.5930159091949463,
|
| 1912 |
+
0.5868962407112122,
|
| 1913 |
+
0.5814059376716614,
|
| 1914 |
+
0.5763460397720337,
|
| 1915 |
+
0.5711953043937683,
|
| 1916 |
+
0.5658600926399231,
|
| 1917 |
+
0.560702919960022,
|
| 1918 |
+
0.5559672713279724,
|
| 1919 |
+
0.5514690279960632,
|
| 1920 |
+
0.5469136834144592,
|
| 1921 |
+
0.542305588722229,
|
| 1922 |
+
0.5378783345222473,
|
| 1923 |
+
0.5337321162223816,
|
| 1924 |
+
0.5297152400016785,
|
| 1925 |
+
0.5256711840629578,
|
| 1926 |
+
0.5216501355171204,
|
| 1927 |
+
0.5177963972091675,
|
| 1928 |
+
0.5141248106956482,
|
| 1929 |
+
0.5105175375938416,
|
| 1930 |
+
0.5069088935852051,
|
| 1931 |
+
0.5033648014068604,
|
| 1932 |
+
0.49996161460876465,
|
| 1933 |
+
0.49667081236839294,
|
| 1934 |
+
0.4934147894382477,
|
| 1935 |
+
0.4901849627494812,
|
| 1936 |
+
0.48703867197036743,
|
| 1937 |
+
0.48400017619132996,
|
| 1938 |
+
0.481027215719223,
|
| 1939 |
+
0.4780827462673187,
|
| 1940 |
+
0.47518661618232727,
|
| 1941 |
+
0.4723731279373169,
|
| 1942 |
+
0.4696340560913086,
|
| 1943 |
+
0.4669361412525177,
|
| 1944 |
+
0.4642738699913025,
|
| 1945 |
+
0.4616709053516388
|
| 1946 |
+
],
|
| 1947 |
+
"train_acc": [
|
| 1948 |
+
0.4625684320926666,
|
| 1949 |
+
0.5305318236351013,
|
| 1950 |
+
0.5333666205406189,
|
| 1951 |
+
0.6626967787742615,
|
| 1952 |
+
0.5695412755012512,
|
| 1953 |
+
0.5802920460700989,
|
| 1954 |
+
0.6283763647079468,
|
| 1955 |
+
0.7329601645469666,
|
| 1956 |
+
0.7739485502243042,
|
| 1957 |
+
0.7694557309150696,
|
| 1958 |
+
0.7773538827896118,
|
| 1959 |
+
0.7717912793159485,
|
| 1960 |
+
0.7464208602905273,
|
| 1961 |
+
0.726274311542511,
|
| 1962 |
+
0.7254720330238342,
|
| 1963 |
+
0.7403234243392944,
|
| 1964 |
+
0.7611474990844727,
|
| 1965 |
+
0.7774608135223389,
|
| 1966 |
+
0.7850024104118347,
|
| 1967 |
+
0.7876945734024048,
|
| 1968 |
+
0.7857334017753601,
|
| 1969 |
+
0.7807769775390625,
|
| 1970 |
+
0.7742159962654114,
|
| 1971 |
+
0.7708820104598999,
|
| 1972 |
+
0.7731284499168396,
|
| 1973 |
+
0.7795467972755432,
|
| 1974 |
+
0.7884612083435059,
|
| 1975 |
+
0.7958067059516907,
|
| 1976 |
+
0.7999607920646667,
|
| 1977 |
+
0.801476240158081,
|
| 1978 |
+
0.8007274270057678,
|
| 1979 |
+
0.7984453439712524,
|
| 1980 |
+
0.7967516183853149,
|
| 1981 |
+
0.7977321743965149,
|
| 1982 |
+
0.8016366958618164,
|
| 1983 |
+
0.8065752983093262,
|
| 1984 |
+
0.8108898401260376,
|
| 1985 |
+
0.8144912719726562,
|
| 1986 |
+
0.8166307210922241,
|
| 1987 |
+
0.8171299695968628,
|
| 1988 |
+
0.8168803453445435,
|
| 1989 |
+
0.8173438906669617,
|
| 1990 |
+
0.8183423280715942,
|
| 1991 |
+
0.8204460740089417,
|
| 1992 |
+
0.8238157629966736,
|
| 1993 |
+
0.8276132941246033,
|
| 1994 |
+
0.8308224678039551,
|
| 1995 |
+
0.8324449062347412,
|
| 1996 |
+
0.8336394429206848,
|
| 1997 |
+
0.834388256072998
|
| 1998 |
+
],
|
| 1999 |
+
"val_loss": [
|
| 2000 |
+
0.6943261623382568,
|
| 2001 |
+
0.6830406188964844,
|
| 2002 |
+
0.6727689504623413,
|
| 2003 |
+
0.6674343943595886,
|
| 2004 |
+
0.6605727076530457,
|
| 2005 |
+
0.6514208912849426,
|
| 2006 |
+
0.6431731581687927,
|
| 2007 |
+
0.6368489265441895,
|
| 2008 |
+
0.6306405067443848,
|
| 2009 |
+
0.6233552098274231,
|
| 2010 |
+
0.6158661842346191,
|
| 2011 |
+
0.609331488609314,
|
| 2012 |
+
0.6036109924316406,
|
| 2013 |
+
0.5977375507354736,
|
| 2014 |
+
0.5913857221603394,
|
| 2015 |
+
0.585130512714386,
|
| 2016 |
+
0.579499363899231,
|
| 2017 |
+
0.5743051171302795,
|
| 2018 |
+
0.5690370202064514,
|
| 2019 |
+
0.5636054277420044,
|
| 2020 |
+
0.558368444442749,
|
| 2021 |
+
0.5535585284233093,
|
| 2022 |
+
0.5489791631698608,
|
| 2023 |
+
0.5443271398544312,
|
| 2024 |
+
0.5396053194999695,
|
| 2025 |
+
0.5350539684295654,
|
| 2026 |
+
0.5307857394218445,
|
| 2027 |
+
0.5266615748405457,
|
| 2028 |
+
0.52253258228302,
|
| 2029 |
+
0.5184476971626282,
|
| 2030 |
+
0.5145419239997864,
|
| 2031 |
+
0.5108168721199036,
|
| 2032 |
+
0.507143497467041,
|
| 2033 |
+
0.5034516453742981,
|
| 2034 |
+
0.4998116195201874,
|
| 2035 |
+
0.49631044268608093,
|
| 2036 |
+
0.49293240904808044,
|
| 2037 |
+
0.4896085858345032,
|
| 2038 |
+
0.48633113503456116,
|
| 2039 |
+
0.4831499755382538,
|
| 2040 |
+
0.48007747530937195,
|
| 2041 |
+
0.477060467004776,
|
| 2042 |
+
0.4740571975708008,
|
| 2043 |
+
0.47109055519104004,
|
| 2044 |
+
0.46820417046546936,
|
| 2045 |
+
0.4654008150100708,
|
| 2046 |
+
0.4626544713973999,
|
| 2047 |
+
0.4599601626396179,
|
| 2048 |
+
0.45733487606048584,
|
| 2049 |
+
0.45477747917175293
|
| 2050 |
+
],
|
| 2051 |
+
"val_acc": [
|
| 2052 |
+
0.5299151539802551,
|
| 2053 |
+
0.5326963067054749,
|
| 2054 |
+
0.664907693862915,
|
| 2055 |
+
0.5729159712791443,
|
| 2056 |
+
0.5825430154800415,
|
| 2057 |
+
0.6287527680397034,
|
| 2058 |
+
0.7356486320495605,
|
| 2059 |
+
0.777151882648468,
|
| 2060 |
+
0.7759395837783813,
|
| 2061 |
+
0.7823575735092163,
|
| 2062 |
+
0.7755116820335388,
|
| 2063 |
+
0.7506953477859497,
|
| 2064 |
+
0.7303715944290161,
|
| 2065 |
+
0.7290879487991333,
|
| 2066 |
+
0.7439207434654236,
|
| 2067 |
+
0.7655280828475952,
|
| 2068 |
+
0.7836412191390991,
|
| 2069 |
+
0.7930542826652527,
|
| 2070 |
+
0.7962633371353149,
|
| 2071 |
+
0.7932682633399963,
|
| 2072 |
+
0.7889895439147949,
|
| 2073 |
+
0.7803608775138855,
|
| 2074 |
+
0.7747272849082947,
|
| 2075 |
+
0.778150200843811,
|
| 2076 |
+
0.786921501159668,
|
| 2077 |
+
0.7965485453605652,
|
| 2078 |
+
0.8043215274810791,
|
| 2079 |
+
0.8083862662315369,
|
| 2080 |
+
0.809170663356781,
|
| 2081 |
+
0.8093132972717285,
|
| 2082 |
+
0.8066034913063049,
|
| 2083 |
+
0.8041076064109802,
|
| 2084 |
+
0.804820716381073,
|
| 2085 |
+
0.8089567422866821,
|
| 2086 |
+
0.8138059377670288,
|
| 2087 |
+
0.8183698654174805,
|
| 2088 |
+
0.8220780491828918,
|
| 2089 |
+
0.8242173790931702,
|
| 2090 |
+
0.8249304890632629,
|
| 2091 |
+
0.8240034580230713,
|
| 2092 |
+
0.8236469030380249,
|
| 2093 |
+
0.8247165679931641,
|
| 2094 |
+
0.8272124528884888,
|
| 2095 |
+
0.831419825553894,
|
| 2096 |
+
0.8348428010940552,
|
| 2097 |
+
0.8374813199043274,
|
| 2098 |
+
0.8387649059295654,
|
| 2099 |
+
0.8399772047996521,
|
| 2100 |
+
0.8411182165145874,
|
| 2101 |
+
0.8414747714996338
|
| 2102 |
+
],
|
| 2103 |
+
"train_biased_acc": [
|
| 2104 |
+
1.0,
|
| 2105 |
+
0.0,
|
| 2106 |
+
0.006102300714701414,
|
| 2107 |
+
0.948732852935791,
|
| 2108 |
+
0.9997279047966003,
|
| 2109 |
+
0.9994558095932007,
|
| 2110 |
+
0.9871734976768494,
|
| 2111 |
+
0.9059779047966003,
|
| 2112 |
+
0.7425761818885803,
|
| 2113 |
+
0.6755285859107971,
|
| 2114 |
+
0.7437422275543213,
|
| 2115 |
+
0.8458488583564758,
|
| 2116 |
+
0.9128186702728271,
|
| 2117 |
+
0.9409981369972229,
|
| 2118 |
+
0.9437966346740723,
|
| 2119 |
+
0.9288712739944458,
|
| 2120 |
+
0.8998755812644958,
|
| 2121 |
+
0.8645444512367249,
|
| 2122 |
+
0.8385027647018433,
|
| 2123 |
+
0.8353933095932007,
|
| 2124 |
+
0.8521454930305481,
|
| 2125 |
+
0.876010537147522,
|
| 2126 |
+
0.8955612182617188,
|
| 2127 |
+
0.9046952724456787,
|
| 2128 |
+
0.9038401246070862,
|
| 2129 |
+
0.8949782252311707,
|
| 2130 |
+
0.8804026246070862,
|
| 2131 |
+
0.8682757616043091,
|
| 2132 |
+
0.8611240386962891,
|
| 2133 |
+
0.8637670874595642,
|
| 2134 |
+
0.8726679086685181,
|
| 2135 |
+
0.8825792670249939,
|
| 2136 |
+
0.890625,
|
| 2137 |
+
0.8933846354484558,
|
| 2138 |
+
0.8906638622283936,
|
| 2139 |
+
0.8843283653259277,
|
| 2140 |
+
0.8773709535598755,
|
| 2141 |
+
0.8737173080444336,
|
| 2142 |
+
0.8737173080444336,
|
| 2143 |
+
0.878070592880249,
|
| 2144 |
+
0.8837064504623413,
|
| 2145 |
+
0.8891091346740723,
|
| 2146 |
+
0.8913635015487671,
|
| 2147 |
+
0.8907415866851807,
|
| 2148 |
+
0.8877875804901123,
|
| 2149 |
+
0.8844060897827148,
|
| 2150 |
+
0.8826181292533875,
|
| 2151 |
+
0.8828513622283936,
|
| 2152 |
+
0.8853777647018433,
|
| 2153 |
+
0.8889924883842468
|
| 2154 |
+
],
|
| 2155 |
+
"train_unbiased_acc": [
|
| 2156 |
+
0.0071473270654678345,
|
| 2157 |
+
0.980105996131897,
|
| 2158 |
+
0.9801719188690186,
|
| 2159 |
+
0.4203089475631714,
|
| 2160 |
+
0.20499983429908752,
|
| 2161 |
+
0.22509139776229858,
|
| 2162 |
+
0.32433053851127625,
|
| 2163 |
+
0.586344301700592,
|
| 2164 |
+
0.8005335330963135,
|
| 2165 |
+
0.8490497469902039,
|
| 2166 |
+
0.8058363795280457,
|
| 2167 |
+
0.7090346217155457,
|
| 2168 |
+
0.6054148077964783,
|
| 2169 |
+
0.5443167090415955,
|
| 2170 |
+
0.5404630899429321,
|
| 2171 |
+
0.5805473923683167,
|
| 2172 |
+
0.6435887813568115,
|
| 2173 |
+
0.7036658525466919,
|
| 2174 |
+
0.7396659851074219,
|
| 2175 |
+
0.7472744584083557,
|
| 2176 |
+
0.7294555306434631,
|
| 2177 |
+
0.7000757455825806,
|
| 2178 |
+
0.6713876128196716,
|
| 2179 |
+
0.657488226890564,
|
| 2180 |
+
0.6623628735542297,
|
| 2181 |
+
0.6817298531532288,
|
| 2182 |
+
0.7105497121810913,
|
| 2183 |
+
0.7343961000442505,
|
| 2184 |
+
0.7481307983398438,
|
| 2185 |
+
0.7486907243728638,
|
| 2186 |
+
0.7397648096084595,
|
| 2187 |
+
0.7271499633789062,
|
| 2188 |
+
0.7172029614448547,
|
| 2189 |
+
0.7166759967803955,
|
| 2190 |
+
0.7261947393417358,
|
| 2191 |
+
0.7406870126724243,
|
| 2192 |
+
0.754553496837616,
|
| 2193 |
+
0.7643028497695923,
|
| 2194 |
+
0.7682552933692932,
|
| 2195 |
+
0.7654886245727539,
|
| 2196 |
+
0.7602516412734985,
|
| 2197 |
+
0.7565297484397888,
|
| 2198 |
+
0.756463885307312,
|
| 2199 |
+
0.7608774304389954,
|
| 2200 |
+
0.7696056962013245,
|
| 2201 |
+
0.7794868350028992,
|
| 2202 |
+
0.7869305610656738,
|
| 2203 |
+
0.7897301912307739,
|
| 2204 |
+
0.7897961139678955,
|
| 2205 |
+
0.7881163358688354
|
| 2206 |
+
],
|
| 2207 |
+
"val_biased_acc": [
|
| 2208 |
+
0.0,
|
| 2209 |
+
0.006374377757310867,
|
| 2210 |
+
0.9533581733703613,
|
| 2211 |
+
0.9996890425682068,
|
| 2212 |
+
0.9996890425682068,
|
| 2213 |
+
0.9888059496879578,
|
| 2214 |
+
0.9141790866851807,
|
| 2215 |
+
0.7563743591308594,
|
| 2216 |
+
0.6937189102172852,
|
| 2217 |
+
0.759483814239502,
|
| 2218 |
+
0.8571206331253052,
|
| 2219 |
+
0.9222636818885803,
|
| 2220 |
+
0.9465174078941345,
|
| 2221 |
+
0.9497823119163513,
|
| 2222 |
+
0.9356343150138855,
|
| 2223 |
+
0.9118469953536987,
|
| 2224 |
+
0.8756218552589417,
|
| 2225 |
+
0.8526118993759155,
|
| 2226 |
+
0.8498134016990662,
|
| 2227 |
+
0.8650497198104858,
|
| 2228 |
+
0.889458954334259,
|
| 2229 |
+
0.9084265828132629,
|
| 2230 |
+
0.9146454930305481,
|
| 2231 |
+
0.9141790866851807,
|
| 2232 |
+
0.9081156253814697,
|
| 2233 |
+
0.8939676284790039,
|
| 2234 |
+
0.8823071718215942,
|
| 2235 |
+
0.8759328126907349,
|
| 2236 |
+
0.8776429891586304,
|
| 2237 |
+
0.8871268630027771,
|
| 2238 |
+
0.8961442708969116,
|
| 2239 |
+
0.9026740789413452,
|
| 2240 |
+
0.9050061702728271,
|
| 2241 |
+
0.9028295874595642,
|
| 2242 |
+
0.8961442708969116,
|
| 2243 |
+
0.8903917670249939,
|
| 2244 |
+
0.8849502205848694,
|
| 2245 |
+
0.8849502205848694,
|
| 2246 |
+
0.8897698521614075,
|
| 2247 |
+
0.8947449922561646,
|
| 2248 |
+
0.9001865386962891,
|
| 2249 |
+
0.9020522236824036,
|
| 2250 |
+
0.9015858173370361,
|
| 2251 |
+
0.8997201323509216,
|
| 2252 |
+
0.8969216346740723,
|
| 2253 |
+
0.8944340348243713,
|
| 2254 |
+
0.8944340348243713,
|
| 2255 |
+
0.896610677242279,
|
| 2256 |
+
0.9006529450416565,
|
| 2257 |
+
0.9031405448913574
|
| 2258 |
+
],
|
| 2259 |
+
"val_unbiased_acc": [
|
| 2260 |
+
0.978922426700592,
|
| 2261 |
+
0.9786589741706848,
|
| 2262 |
+
0.42049795389175415,
|
| 2263 |
+
0.21130286157131195,
|
| 2264 |
+
0.22908708453178406,
|
| 2265 |
+
0.3236727714538574,
|
| 2266 |
+
0.5843762755393982,
|
| 2267 |
+
0.7947569489479065,
|
| 2268 |
+
0.8456066846847534,
|
| 2269 |
+
0.8017389178276062,
|
| 2270 |
+
0.7063628435134888,
|
| 2271 |
+
0.6053221225738525,
|
| 2272 |
+
0.5472269654273987,
|
| 2273 |
+
0.5420893430709839,
|
| 2274 |
+
0.5814780592918396,
|
| 2275 |
+
0.6415492296218872,
|
| 2276 |
+
0.7057041525840759,
|
| 2277 |
+
0.7425899505615234,
|
| 2278 |
+
0.750889241695404,
|
| 2279 |
+
0.7324463129043579,
|
| 2280 |
+
0.7038598656654358,
|
| 2281 |
+
0.6718482375144958,
|
| 2282 |
+
0.6561717987060547,
|
| 2283 |
+
0.6628902554512024,
|
| 2284 |
+
0.6842313408851624,
|
| 2285 |
+
0.7140034437179565,
|
| 2286 |
+
0.7382426857948303,
|
| 2287 |
+
0.7511526942253113,
|
| 2288 |
+
0.7511526942253113,
|
| 2289 |
+
0.7433803081512451,
|
| 2290 |
+
0.7307337522506714,
|
| 2291 |
+
0.7205901741981506,
|
| 2292 |
+
0.7199315428733826,
|
| 2293 |
+
0.7294164299964905,
|
| 2294 |
+
0.744038999080658,
|
| 2295 |
+
0.7573442459106445,
|
| 2296 |
+
0.768805205821991,
|
| 2297 |
+
0.7727572321891785,
|
| 2298 |
+
0.7699908018112183,
|
| 2299 |
+
0.7640627026557922,
|
| 2300 |
+
0.7587933540344238,
|
| 2301 |
+
0.7591885328292847,
|
| 2302 |
+
0.7641944885253906,
|
| 2303 |
+
0.7735476493835449,
|
| 2304 |
+
0.7822421193122864,
|
| 2305 |
+
0.7892240881919861,
|
| 2306 |
+
0.7915953397750854,
|
| 2307 |
+
0.7919905185699463,
|
| 2308 |
+
0.7906731963157654,
|
| 2309 |
+
0.7892240881919861
|
| 2310 |
+
],
|
| 2311 |
+
"epoch": [
|
| 2312 |
+
1,
|
| 2313 |
+
2,
|
| 2314 |
+
3,
|
| 2315 |
+
4,
|
| 2316 |
+
5,
|
| 2317 |
+
6,
|
| 2318 |
+
7,
|
| 2319 |
+
8,
|
| 2320 |
+
9,
|
| 2321 |
+
10,
|
| 2322 |
+
11,
|
| 2323 |
+
12,
|
| 2324 |
+
13,
|
| 2325 |
+
14,
|
| 2326 |
+
15,
|
| 2327 |
+
16,
|
| 2328 |
+
17,
|
| 2329 |
+
18,
|
| 2330 |
+
19,
|
| 2331 |
+
20,
|
| 2332 |
+
21,
|
| 2333 |
+
22,
|
| 2334 |
+
23,
|
| 2335 |
+
24,
|
| 2336 |
+
25,
|
| 2337 |
+
26,
|
| 2338 |
+
27,
|
| 2339 |
+
28,
|
| 2340 |
+
29,
|
| 2341 |
+
30,
|
| 2342 |
+
31,
|
| 2343 |
+
32,
|
| 2344 |
+
33,
|
| 2345 |
+
34,
|
| 2346 |
+
35,
|
| 2347 |
+
36,
|
| 2348 |
+
37,
|
| 2349 |
+
38,
|
| 2350 |
+
39,
|
| 2351 |
+
40,
|
| 2352 |
+
41,
|
| 2353 |
+
42,
|
| 2354 |
+
43,
|
| 2355 |
+
44,
|
| 2356 |
+
45,
|
| 2357 |
+
46,
|
| 2358 |
+
47,
|
| 2359 |
+
48,
|
| 2360 |
+
49,
|
| 2361 |
+
50
|
| 2362 |
+
],
|
| 2363 |
+
"best_val_acc": 0.8414747714996338,
|
| 2364 |
+
"best_val_f1": 0.841448012641993,
|
| 2365 |
+
"best_epoch": 50
|
| 2366 |
+
},
|
| 2367 |
+
"16": {
|
| 2368 |
+
"train_loss": [
|
| 2369 |
+
0.6894955039024353,
|
| 2370 |
+
0.6946714520454407,
|
| 2371 |
+
0.6746668815612793,
|
| 2372 |
+
0.6623505353927612,
|
| 2373 |
+
0.6598271131515503,
|
| 2374 |
+
0.6499946713447571,
|
| 2375 |
+
0.6376115679740906,
|
| 2376 |
+
0.6300556659698486,
|
| 2377 |
+
0.6252564191818237,
|
| 2378 |
+
0.6179696917533875,
|
| 2379 |
+
0.6087241768836975,
|
| 2380 |
+
0.6009976863861084,
|
| 2381 |
+
0.5956724286079407,
|
| 2382 |
+
0.5904382467269897,
|
| 2383 |
+
0.5837641358375549,
|
| 2384 |
+
0.5767825245857239,
|
| 2385 |
+
0.5710897445678711,
|
| 2386 |
+
0.5665077567100525,
|
| 2387 |
+
0.5616573095321655,
|
| 2388 |
+
0.5560593008995056,
|
| 2389 |
+
0.5505601763725281,
|
| 2390 |
+
0.545922040939331,
|
| 2391 |
+
0.5418123602867126,
|
| 2392 |
+
0.5374393463134766,
|
| 2393 |
+
0.5327068567276001,
|
| 2394 |
+
0.5281989574432373,
|
| 2395 |
+
0.524248480796814,
|
| 2396 |
+
0.5205177068710327,
|
| 2397 |
+
0.5165744423866272,
|
| 2398 |
+
0.5124992728233337,
|
| 2399 |
+
0.5086740851402283,
|
| 2400 |
+
0.5051929950714111,
|
| 2401 |
+
0.5017744302749634,
|
| 2402 |
+
0.49821963906288147,
|
| 2403 |
+
0.4946768283843994,
|
| 2404 |
+
0.49136388301849365,
|
| 2405 |
+
0.4882394075393677,
|
| 2406 |
+
0.48510339856147766,
|
| 2407 |
+
0.48191219568252563,
|
| 2408 |
+
0.47881150245666504,
|
| 2409 |
+
0.4758864641189575,
|
| 2410 |
+
0.4730431139469147,
|
| 2411 |
+
0.47017553448677063,
|
| 2412 |
+
0.4673236906528473,
|
| 2413 |
+
0.4645850658416748,
|
| 2414 |
+
0.46195414662361145,
|
| 2415 |
+
0.4593460261821747,
|
| 2416 |
+
0.45673730969429016,
|
| 2417 |
+
0.45418861508369446,
|
| 2418 |
+
0.45173394680023193
|
| 2419 |
],
|
| 2420 |
"train_acc": [
|
| 2421 |
+
0.5336162447929382,
|
| 2422 |
+
0.4661876857280731,
|
| 2423 |
+
0.5030754804611206,
|
| 2424 |
+
0.7097470164299011,
|
| 2425 |
+
0.571983814239502,
|
| 2426 |
+
0.6286437511444092,
|
| 2427 |
+
0.749915361404419,
|
| 2428 |
+
0.6843587756156921,
|
| 2429 |
+
0.6397154927253723,
|
| 2430 |
+
0.6501274704933167,
|
| 2431 |
+
0.7000303268432617,
|
| 2432 |
+
0.7545151710510254,
|
| 2433 |
+
0.7641070485115051,
|
| 2434 |
+
0.7639644145965576,
|
| 2435 |
+
0.7677084803581238,
|
| 2436 |
+
0.7670666575431824,
|
| 2437 |
+
0.7531780004501343,
|
| 2438 |
+
0.7384692430496216,
|
| 2439 |
+
0.7367576956748962,
|
| 2440 |
+
0.7481681108474731,
|
| 2441 |
+
0.7653729319572449,
|
| 2442 |
+
0.7768011689186096,
|
| 2443 |
+
0.782845139503479,
|
| 2444 |
+
0.7851806879043579,
|
| 2445 |
+
0.7850381135940552,
|
| 2446 |
+
0.7823815941810608,
|
| 2447 |
+
0.7766585350036621,
|
| 2448 |
+
0.7741803526878357,
|
| 2449 |
+
0.7771756052970886,
|
| 2450 |
+
0.7845566868782043,
|
| 2451 |
+
0.7923657298088074,
|
| 2452 |
+
0.7988197803497314,
|
| 2453 |
+
0.8023676872253418,
|
| 2454 |
+
0.8034195899963379,
|
| 2455 |
+
0.8023676872253418,
|
| 2456 |
+
0.8007630705833435,
|
| 2457 |
+
0.799639880657196,
|
| 2458 |
+
0.8011196851730347,
|
| 2459 |
+
0.8047389388084412,
|
| 2460 |
+
0.810069739818573,
|
| 2461 |
+
0.8155431747436523,
|
| 2462 |
+
0.8184670805931091,
|
| 2463 |
+
0.8198755979537964,
|
| 2464 |
+
0.8196972608566284,
|
| 2465 |
+
0.8195903301239014,
|
| 2466 |
+
0.8196081519126892,
|
| 2467 |
+
0.8209275007247925,
|
| 2468 |
+
0.8237087726593018,
|
| 2469 |
+
0.8272210359573364,
|
| 2470 |
+
0.8304480314254761
|
| 2471 |
],
|
| 2472 |
"val_loss": [
|
| 2473 |
+
0.6940049529075623,
|
| 2474 |
+
0.673973798751831,
|
| 2475 |
+
0.6616294980049133,
|
| 2476 |
+
0.6590232253074646,
|
| 2477 |
+
0.6490836143493652,
|
| 2478 |
+
0.6365947127342224,
|
| 2479 |
+
0.6289411187171936,
|
| 2480 |
+
0.6240498423576355,
|
| 2481 |
+
0.6166701912879944,
|
| 2482 |
+
0.6073211431503296,
|
| 2483 |
+
0.5994758605957031,
|
| 2484 |
+
0.5940237045288086,
|
| 2485 |
+
0.5886706113815308,
|
| 2486 |
+
0.5818976759910583,
|
| 2487 |
+
0.5748394727706909,
|
| 2488 |
+
0.569083034992218,
|
| 2489 |
+
0.5644350647926331,
|
| 2490 |
+
0.559502124786377,
|
| 2491 |
+
0.5537980794906616,
|
| 2492 |
+
0.548172116279602,
|
| 2493 |
+
0.5433992147445679,
|
| 2494 |
+
0.5391656756401062,
|
| 2495 |
+
0.5346960425376892,
|
| 2496 |
+
0.5298988223075867,
|
| 2497 |
+
0.5253494381904602,
|
| 2498 |
+
0.5213626027107239,
|
| 2499 |
+
0.5175809264183044,
|
| 2500 |
+
0.513559877872467,
|
| 2501 |
+
0.5093798637390137,
|
| 2502 |
+
0.5054348111152649,
|
| 2503 |
+
0.5018388628959656,
|
| 2504 |
+
0.49832960963249207,
|
| 2505 |
+
0.4947173297405243,
|
| 2506 |
+
0.49114492535591125,
|
| 2507 |
+
0.4878132939338684,
|
| 2508 |
+
0.4846603274345398,
|
| 2509 |
+
0.481471449136734,
|
| 2510 |
+
0.4782002866268158,
|
| 2511 |
+
0.4750024676322937,
|
| 2512 |
+
0.47198161482810974,
|
| 2513 |
+
0.4690619707107544,
|
| 2514 |
+
0.4661468267440796,
|
| 2515 |
+
0.4632723033428192,
|
| 2516 |
+
0.4605211615562439,
|
| 2517 |
+
0.45786982774734497,
|
| 2518 |
+
0.45522063970565796,
|
| 2519 |
+
0.4525482654571533,
|
| 2520 |
+
0.449922651052475,
|
| 2521 |
+
0.44739338755607605,
|
| 2522 |
+
0.4449312686920166
|
| 2523 |
],
|
| 2524 |
"val_acc": [
|
| 2525 |
+
0.4666619300842285,
|
| 2526 |
+
0.5038151741027832,
|
| 2527 |
+
0.7127576470375061,
|
| 2528 |
+
0.5713471174240112,
|
| 2529 |
+
0.6279683709144592,
|
| 2530 |
+
0.7591100931167603,
|
| 2531 |
+
0.6900092959403992,
|
| 2532 |
+
0.6425158977508545,
|
| 2533 |
+
0.6532838940620422,
|
| 2534 |
+
0.7050560116767883,
|
| 2535 |
+
0.7607502341270447,
|
| 2536 |
+
0.7726592421531677,
|
| 2537 |
+
0.7726592421531677,
|
| 2538 |
+
0.7751551270484924,
|
| 2539 |
+
0.7717322111129761,
|
| 2540 |
+
0.7601797580718994,
|
| 2541 |
+
0.7437068223953247,
|
| 2542 |
+
0.7429223656654358,
|
| 2543 |
+
0.7552592754364014,
|
| 2544 |
+
0.7706625461578369,
|
| 2545 |
+
0.7827854752540588,
|
| 2546 |
+
0.7894887328147888,
|
| 2547 |
+
0.791841983795166,
|
| 2548 |
+
0.7913428544998169,
|
| 2549 |
+
0.7887043356895447,
|
| 2550 |
+
0.783569872379303,
|
| 2551 |
+
0.7800043225288391,
|
| 2552 |
+
0.7840690612792969,
|
| 2553 |
+
0.7906297445297241,
|
| 2554 |
+
0.7989018559455872,
|
| 2555 |
+
0.804820716381073,
|
| 2556 |
+
0.809455931186676,
|
| 2557 |
+
0.8100977540016174,
|
| 2558 |
+
0.8077444434165955,
|
| 2559 |
+
0.805819034576416,
|
| 2560 |
+
0.8053911924362183,
|
| 2561 |
+
0.8067461252212524,
|
| 2562 |
+
0.8110960721969604,
|
| 2563 |
+
0.8165870904922485,
|
| 2564 |
+
0.8215075731277466,
|
| 2565 |
+
0.825215756893158,
|
| 2566 |
+
0.8258575797080994,
|
| 2567 |
+
0.8262141346931458,
|
| 2568 |
+
0.8257862329483032,
|
| 2569 |
+
0.8252870440483093,
|
| 2570 |
+
0.827069878578186,
|
| 2571 |
+
0.8296370506286621,
|
| 2572 |
+
0.8334165811538696,
|
| 2573 |
+
0.8367682099342346,
|
| 2574 |
+
0.8393354415893555
|
| 2575 |
+
],
|
| 2576 |
+
"train_biased_acc": [
|
| 2577 |
+
0.000155472633196041,
|
| 2578 |
+
1.0,
|
| 2579 |
+
1.0,
|
| 2580 |
+
0.5153917670249939,
|
| 2581 |
+
0.08391635119915009,
|
| 2582 |
+
0.23041044175624847,
|
| 2583 |
+
0.7056902647018433,
|
| 2584 |
+
0.9492381811141968,
|
| 2585 |
+
0.9842972159385681,
|
| 2586 |
+
0.9798662662506104,
|
| 2587 |
+
0.9424750804901123,
|
| 2588 |
+
0.859880268573761,
|
| 2589 |
+
0.7561800479888916,
|
| 2590 |
+
0.7172341346740723,
|
| 2591 |
+
0.7566075921058655,
|
| 2592 |
+
0.8299517631530762,
|
| 2593 |
+
0.8880208134651184,
|
| 2594 |
+
0.9169387221336365,
|
| 2595 |
+
0.9218361377716064,
|
| 2596 |
+
0.907921314239502,
|
| 2597 |
+
0.8799750804901123,
|
| 2598 |
+
0.8459654450416565,
|
| 2599 |
+
0.8227611780166626,
|
| 2600 |
+
0.821323037147522,
|
| 2601 |
+
0.8395910859107971,
|
| 2602 |
+
0.865360677242279,
|
| 2603 |
+
0.8854944109916687,
|
| 2604 |
+
0.8950559496879578,
|
| 2605 |
+
0.893034815788269,
|
| 2606 |
+
0.8828125,
|
| 2607 |
+
0.8671097159385681,
|
| 2608 |
+
0.8535447716712952,
|
| 2609 |
+
0.84798663854599,
|
| 2610 |
+
0.8526896834373474,
|
| 2611 |
+
0.8643500804901123,
|
| 2612 |
+
0.8761271834373474,
|
| 2613 |
+
0.8837453126907349,
|
| 2614 |
+
0.8851834535598755,
|
| 2615 |
+
0.8805192708969116,
|
| 2616 |
+
0.8726679086685181,
|
| 2617 |
+
0.8660991787910461,
|
| 2618 |
+
0.8626399040222168,
|
| 2619 |
+
0.8642723560333252,
|
| 2620 |
+
0.8697139024734497,
|
| 2621 |
+
0.8770599961280823,
|
| 2622 |
+
0.8819573521614075,
|
| 2623 |
+
0.8833566308021545,
|
| 2624 |
+
0.8811022639274597,
|
| 2625 |
+
0.87725430727005,
|
| 2626 |
+
0.873173177242279
|
| 2627 |
+
],
|
| 2628 |
+
"train_unbiased_acc": [
|
| 2629 |
+
0.9856723546981812,
|
| 2630 |
+
0.013833535835146904,
|
| 2631 |
+
0.08198016881942749,
|
| 2632 |
+
0.8744441866874695,
|
| 2633 |
+
0.9855735898017883,
|
| 2634 |
+
0.9661077857017517,
|
| 2635 |
+
0.787391722202301,
|
| 2636 |
+
0.4598991870880127,
|
| 2637 |
+
0.3477157950401306,
|
| 2638 |
+
0.37070581316947937,
|
| 2639 |
+
0.49458184838294983,
|
| 2640 |
+
0.6652283668518066,
|
| 2641 |
+
0.7708243727684021,
|
| 2642 |
+
0.8035637736320496,
|
| 2643 |
+
0.7771153450012207,
|
| 2644 |
+
0.7137775421142578,
|
| 2645 |
+
0.6389117240905762,
|
| 2646 |
+
0.5872336030006409,
|
| 2647 |
+
0.5799216032028198,
|
| 2648 |
+
0.6127927303314209,
|
| 2649 |
+
0.6682586073875427,
|
| 2650 |
+
0.7181910872459412,
|
| 2651 |
+
0.7490200996398926,
|
| 2652 |
+
0.754553496837616,
|
| 2653 |
+
0.7388096451759338,
|
| 2654 |
+
0.712064802646637,
|
| 2655 |
+
0.6844306588172913,
|
| 2656 |
+
0.6717499494552612,
|
| 2657 |
+
0.6789960861206055,
|
| 2658 |
+
0.7012944221496582,
|
| 2659 |
+
0.7290273308753967,
|
| 2660 |
+
0.7524455189704895,
|
| 2661 |
+
0.7637100219726562,
|
| 2662 |
+
0.7616679072380066,
|
| 2663 |
+
0.7498435378074646,
|
| 2664 |
+
0.7368993163108826,
|
| 2665 |
+
0.7283685803413391,
|
| 2666 |
+
0.7298837304115295,
|
| 2667 |
+
0.7405223846435547,
|
| 2668 |
+
0.757023811340332,
|
| 2669 |
+
0.7727017998695374,
|
| 2670 |
+
0.7810348272323608,
|
| 2671 |
+
0.7822535037994385,
|
| 2672 |
+
0.7773129940032959,
|
| 2673 |
+
0.7708902359008789,
|
| 2674 |
+
0.7667731642723083,
|
| 2675 |
+
0.768024742603302,
|
| 2676 |
+
0.775073230266571,
|
| 2677 |
+
0.7848225831985474,
|
| 2678 |
+
0.7942425608634949
|
| 2679 |
+
],
|
| 2680 |
+
"val_biased_acc": [
|
| 2681 |
+
1.0,
|
| 2682 |
+
1.0,
|
| 2683 |
+
0.5270522236824036,
|
| 2684 |
+
0.0833333283662796,
|
| 2685 |
+
0.2308768630027771,
|
| 2686 |
+
0.7251243591308594,
|
| 2687 |
+
0.9563121795654297,
|
| 2688 |
+
0.9852300882339478,
|
| 2689 |
+
0.9813432693481445,
|
| 2690 |
+
0.9514924883842468,
|
| 2691 |
+
0.8692474961280823,
|
| 2692 |
+
0.7733208537101746,
|
| 2693 |
+
0.7358519434928894,
|
| 2694 |
+
0.7722325921058655,
|
| 2695 |
+
0.8386194109916687,
|
| 2696 |
+
0.8992537260055542,
|
| 2697 |
+
0.9236629009246826,
|
| 2698 |
+
0.9298818111419678,
|
| 2699 |
+
0.9166666269302368,
|
| 2700 |
+
0.8907027244567871,
|
| 2701 |
+
0.8569651246070862,
|
| 2702 |
+
0.8320895433425903,
|
| 2703 |
+
0.8310012221336365,
|
| 2704 |
+
0.8510571718215942,
|
| 2705 |
+
0.8768656253814697,
|
| 2706 |
+
0.8955223560333252,
|
| 2707 |
+
0.9032959938049316,
|
| 2708 |
+
0.9029850363731384,
|
| 2709 |
+
0.8931902647018433,
|
| 2710 |
+
0.8779539465904236,
|
| 2711 |
+
0.8652052283287048,
|
| 2712 |
+
0.8611629009246826,
|
| 2713 |
+
0.8648942708969116,
|
| 2714 |
+
0.8756218552589417,
|
| 2715 |
+
0.8877487182617188,
|
| 2716 |
+
0.8949005007743835,
|
| 2717 |
+
0.8972325921058655,
|
| 2718 |
+
0.8935012221336365,
|
| 2719 |
+
0.8851057291030884,
|
| 2720 |
+
0.8774875402450562,
|
| 2721 |
+
0.8745335340499878,
|
| 2722 |
+
0.8756218552589417,
|
| 2723 |
+
0.8833954930305481,
|
| 2724 |
+
0.8910136818885803,
|
| 2725 |
+
0.8941231369972229,
|
| 2726 |
+
0.8956778645515442,
|
| 2727 |
+
0.8938121795654297,
|
| 2728 |
+
0.8900808095932007,
|
| 2729 |
+
0.8868159055709839,
|
| 2730 |
+
0.8861939907073975
|
| 2731 |
+
],
|
| 2732 |
+
"val_unbiased_acc": [
|
| 2733 |
+
0.01475431490689516,
|
| 2734 |
+
0.08338822424411774,
|
| 2735 |
+
0.8701093792915344,
|
| 2736 |
+
0.9848505258560181,
|
| 2737 |
+
0.9644315838813782,
|
| 2738 |
+
0.7879067659378052,
|
| 2739 |
+
0.46436572074890137,
|
| 2740 |
+
0.3521275222301483,
|
| 2741 |
+
0.375312864780426,
|
| 2742 |
+
0.4962455630302429,
|
| 2743 |
+
0.6688183546066284,
|
| 2744 |
+
0.7720985412597656,
|
| 2745 |
+
0.8038466572761536,
|
| 2746 |
+
0.777631402015686,
|
| 2747 |
+
0.7150573134422302,
|
| 2748 |
+
0.6423396468162537,
|
| 2749 |
+
0.5912264585494995,
|
| 2750 |
+
0.5845080018043518,
|
| 2751 |
+
0.6184955835342407,
|
| 2752 |
+
0.668950080871582,
|
| 2753 |
+
0.7199315428733826,
|
| 2754 |
+
0.753392219543457,
|
| 2755 |
+
0.7586615681648254,
|
| 2756 |
+
0.7407456636428833,
|
| 2757 |
+
0.7140034437179565,
|
| 2758 |
+
0.6887103319168091,
|
| 2759 |
+
0.6755368113517761,
|
| 2760 |
+
0.6833091974258423,
|
| 2761 |
+
0.7037281394004822,
|
| 2762 |
+
0.7319194078445435,
|
| 2763 |
+
0.7536556720733643,
|
| 2764 |
+
0.7656435370445251,
|
| 2765 |
+
0.7636675238609314,
|
| 2766 |
+
0.7502305507659912,
|
| 2767 |
+
0.7363983988761902,
|
| 2768 |
+
0.7295481562614441,
|
| 2769 |
+
0.7300751209259033,
|
| 2770 |
+
0.7412725687026978,
|
| 2771 |
+
0.7585298418998718,
|
| 2772 |
+
0.7740745544433594,
|
| 2773 |
+
0.7834277749061584,
|
| 2774 |
+
0.7836912274360657,
|
| 2775 |
+
0.7777631878852844,
|
| 2776 |
+
0.7705177664756775,
|
| 2777 |
+
0.7669609189033508,
|
| 2778 |
+
0.7689369320869446,
|
| 2779 |
+
0.7752602100372314,
|
| 2780 |
+
0.7854037880897522,
|
| 2781 |
+
0.7943617701530457,
|
| 2782 |
+
0.7996311783790588
|
| 2783 |
],
|
| 2784 |
"epoch": [
|
| 2785 |
1,
|
|
|
|
| 2796 |
12,
|
| 2797 |
13,
|
| 2798 |
14,
|
| 2799 |
+
15,
|
| 2800 |
+
16,
|
| 2801 |
+
17,
|
| 2802 |
+
18,
|
| 2803 |
+
19,
|
| 2804 |
+
20,
|
| 2805 |
+
21,
|
| 2806 |
+
22,
|
| 2807 |
+
23,
|
| 2808 |
+
24,
|
| 2809 |
+
25,
|
| 2810 |
+
26,
|
| 2811 |
+
27,
|
| 2812 |
+
28,
|
| 2813 |
+
29,
|
| 2814 |
+
30,
|
| 2815 |
+
31,
|
| 2816 |
+
32,
|
| 2817 |
+
33,
|
| 2818 |
+
34,
|
| 2819 |
+
35,
|
| 2820 |
+
36,
|
| 2821 |
+
37,
|
| 2822 |
+
38,
|
| 2823 |
+
39,
|
| 2824 |
+
40,
|
| 2825 |
+
41,
|
| 2826 |
+
42,
|
| 2827 |
+
43,
|
| 2828 |
+
44,
|
| 2829 |
+
45,
|
| 2830 |
+
46,
|
| 2831 |
+
47,
|
| 2832 |
+
48,
|
| 2833 |
+
49,
|
| 2834 |
+
50
|
| 2835 |
],
|
| 2836 |
+
"best_val_acc": 0.8393354415893555,
|
| 2837 |
+
"best_val_f1": 0.8392234481644476,
|
| 2838 |
+
"best_epoch": 50
|
| 2839 |
}
|
| 2840 |
}
|