Upload checkpoints/exp1_A_5cat/training_history.json with huggingface_hub
Browse files
checkpoints/exp1_A_5cat/training_history.json
ADDED
|
@@ -0,0 +1,2602 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 0,
|
| 4 |
+
"loss": 0.6486299189866758,
|
| 5 |
+
"recon_loss": 0.6486299189866758,
|
| 6 |
+
"commit_loss": 0.28864870760955064,
|
| 7 |
+
"embed_loss": 0.28864870760955064,
|
| 8 |
+
"codebook_utilization": 0.007080078125,
|
| 9 |
+
"lr": 2.08e-05,
|
| 10 |
+
"phase": "encoder_warmup",
|
| 11 |
+
"val_recon_loss": 0.6882578868132371,
|
| 12 |
+
"val_utilization": 0.00634765625,
|
| 13 |
+
"time_sec": 49.90796446800232
|
| 14 |
+
},
|
| 15 |
+
{
|
| 16 |
+
"epoch": 1,
|
| 17 |
+
"loss": 0.5728353998240303,
|
| 18 |
+
"recon_loss": 0.5728353998240303,
|
| 19 |
+
"commit_loss": 0.3421454038105759,
|
| 20 |
+
"embed_loss": 0.3421454038105759,
|
| 21 |
+
"codebook_utilization": 0.01171875,
|
| 22 |
+
"lr": 4.06e-05,
|
| 23 |
+
"phase": "encoder_warmup",
|
| 24 |
+
"val_recon_loss": 0.5380583176246057,
|
| 25 |
+
"val_utilization": 0.00439453125,
|
| 26 |
+
"time_sec": 47.82359480857849
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 2,
|
| 30 |
+
"loss": 0.42713443496648,
|
| 31 |
+
"recon_loss": 0.42713443496648,
|
| 32 |
+
"commit_loss": 0.4958566392169279,
|
| 33 |
+
"embed_loss": 0.4958566392169279,
|
| 34 |
+
"codebook_utilization": 0.0107421875,
|
| 35 |
+
"lr": 6.04e-05,
|
| 36 |
+
"phase": "encoder_warmup",
|
| 37 |
+
"val_recon_loss": 0.4003955928178934,
|
| 38 |
+
"val_utilization": 0.0068359375,
|
| 39 |
+
"time_sec": 46.994564056396484
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 3,
|
| 43 |
+
"loss": 0.36442408316275654,
|
| 44 |
+
"recon_loss": 0.36442408316275654,
|
| 45 |
+
"commit_loss": 0.46526922022595124,
|
| 46 |
+
"embed_loss": 0.46526922022595124,
|
| 47 |
+
"codebook_utilization": 0.01025390625,
|
| 48 |
+
"lr": 8.02e-05,
|
| 49 |
+
"phase": "encoder_warmup",
|
| 50 |
+
"val_recon_loss": 0.37920735203302824,
|
| 51 |
+
"val_utilization": 0.0078125,
|
| 52 |
+
"time_sec": 47.1387722492218
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 4,
|
| 56 |
+
"loss": 0.3522573055005541,
|
| 57 |
+
"recon_loss": 0.3522573055005541,
|
| 58 |
+
"commit_loss": 0.334042723272361,
|
| 59 |
+
"embed_loss": 0.334042723272361,
|
| 60 |
+
"codebook_utilization": 0.02001953125,
|
| 61 |
+
"lr": 0.0001,
|
| 62 |
+
"phase": "encoder_warmup",
|
| 63 |
+
"val_recon_loss": 0.3648387079055493,
|
| 64 |
+
"val_utilization": 0.01220703125,
|
| 65 |
+
"time_sec": 47.076200008392334
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 5,
|
| 69 |
+
"loss": 0.3447116917254878,
|
| 70 |
+
"recon_loss": 0.3447116917254878,
|
| 71 |
+
"commit_loss": 0.33499857432702007,
|
| 72 |
+
"embed_loss": 0.33499857432702007,
|
| 73 |
+
"codebook_utilization": 0.020751953125,
|
| 74 |
+
"lr": 9.999351124856874e-05,
|
| 75 |
+
"phase": "encoder_warmup",
|
| 76 |
+
"val_recon_loss": 0.35950949558844936,
|
| 77 |
+
"val_utilization": 0.009521484375,
|
| 78 |
+
"time_sec": 47.2284939289093
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 6,
|
| 82 |
+
"loss": 0.3363506700478348,
|
| 83 |
+
"recon_loss": 0.3363506700478348,
|
| 84 |
+
"commit_loss": 0.3566281655255486,
|
| 85 |
+
"embed_loss": 0.3566281655255486,
|
| 86 |
+
"codebook_utilization": 0.01513671875,
|
| 87 |
+
"lr": 9.997404667843075e-05,
|
| 88 |
+
"phase": "encoder_warmup",
|
| 89 |
+
"val_recon_loss": 0.3472484075106107,
|
| 90 |
+
"val_utilization": 0.0087890625,
|
| 91 |
+
"time_sec": 47.250046491622925
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 7,
|
| 95 |
+
"loss": 0.3301704222080754,
|
| 96 |
+
"recon_loss": 0.3301704222080754,
|
| 97 |
+
"commit_loss": 0.36232977521185783,
|
| 98 |
+
"embed_loss": 0.36232977521185783,
|
| 99 |
+
"codebook_utilization": 0.015380859375,
|
| 100 |
+
"lr": 9.994161134161632e-05,
|
| 101 |
+
"phase": "encoder_warmup",
|
| 102 |
+
"val_recon_loss": 0.3396035639139322,
|
| 103 |
+
"val_utilization": 0.009765625,
|
| 104 |
+
"time_sec": 46.06647348403931
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 8,
|
| 108 |
+
"loss": 0.32530146895670425,
|
| 109 |
+
"recon_loss": 0.32530146895670425,
|
| 110 |
+
"commit_loss": 0.34497708900302065,
|
| 111 |
+
"embed_loss": 0.34497708900302065,
|
| 112 |
+
"codebook_utilization": 0.017822265625,
|
| 113 |
+
"lr": 9.9896213656719e-05,
|
| 114 |
+
"phase": "encoder_warmup",
|
| 115 |
+
"val_recon_loss": 0.33421732829167294,
|
| 116 |
+
"val_utilization": 0.010498046875,
|
| 117 |
+
"time_sec": 47.76232647895813
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 9,
|
| 121 |
+
"loss": 0.3226450932960884,
|
| 122 |
+
"recon_loss": 0.3226450932960884,
|
| 123 |
+
"commit_loss": 0.34663038335594476,
|
| 124 |
+
"embed_loss": 0.34663038335594476,
|
| 125 |
+
"codebook_utilization": 0.018310546875,
|
| 126 |
+
"lr": 9.98378654067105e-05,
|
| 127 |
+
"phase": "encoder_warmup",
|
| 128 |
+
"val_recon_loss": 0.7123874104939975,
|
| 129 |
+
"val_utilization": 0.183349609375,
|
| 130 |
+
"time_sec": 67.86261558532715
|
| 131 |
+
},
|
| 132 |
+
{
|
| 133 |
+
"epoch": 10,
|
| 134 |
+
"loss": 0.4732203243994245,
|
| 135 |
+
"recon_loss": 0.4405503424943662,
|
| 136 |
+
"commit_loss": 0.01633499261430081,
|
| 137 |
+
"embed_loss": 0.01633499261430081,
|
| 138 |
+
"codebook_utilization": 0.2998046875,
|
| 139 |
+
"lr": 9.976658173588243e-05,
|
| 140 |
+
"phase": "full_vq",
|
| 141 |
+
"val_recon_loss": 0.3527405009819911,
|
| 142 |
+
"val_utilization": 0.075927734375,
|
| 143 |
+
"time_sec": 48.49461889266968
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 11,
|
| 147 |
+
"loss": 0.34965790486803244,
|
| 148 |
+
"recon_loss": 0.32759416278670817,
|
| 149 |
+
"commit_loss": 0.011031871095445811,
|
| 150 |
+
"embed_loss": 0.011031871095445811,
|
| 151 |
+
"codebook_utilization": 0.17578125,
|
| 152 |
+
"lr": 9.968238114591565e-05,
|
| 153 |
+
"phase": "full_vq",
|
| 154 |
+
"val_recon_loss": 0.33133659683741057,
|
| 155 |
+
"val_utilization": 0.123291015625,
|
| 156 |
+
"time_sec": 47.27166962623596
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 12,
|
| 160 |
+
"loss": 0.3373577361013375,
|
| 161 |
+
"recon_loss": 0.3142113744043836,
|
| 162 |
+
"commit_loss": 0.011573182163285274,
|
| 163 |
+
"embed_loss": 0.011573182163285274,
|
| 164 |
+
"codebook_utilization": 0.225341796875,
|
| 165 |
+
"lr": 9.95852854910781e-05,
|
| 166 |
+
"phase": "full_vq",
|
| 167 |
+
"val_recon_loss": 0.3183709245461684,
|
| 168 |
+
"val_utilization": 0.135986328125,
|
| 169 |
+
"time_sec": 46.27233028411865
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"epoch": 13,
|
| 173 |
+
"loss": 0.3316730745867187,
|
| 174 |
+
"recon_loss": 0.3073914915907617,
|
| 175 |
+
"commit_loss": 0.012140789671855815,
|
| 176 |
+
"embed_loss": 0.012140789671855815,
|
| 177 |
+
"codebook_utilization": 0.25,
|
| 178 |
+
"lr": 9.947531997255256e-05,
|
| 179 |
+
"phase": "full_vq",
|
| 180 |
+
"val_recon_loss": 0.31398263344397914,
|
| 181 |
+
"val_utilization": 0.147216796875,
|
| 182 |
+
"time_sec": 47.78503632545471
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 14,
|
| 186 |
+
"loss": 0.3248127891736872,
|
| 187 |
+
"recon_loss": 0.30073029562538744,
|
| 188 |
+
"commit_loss": 0.012041248435921529,
|
| 189 |
+
"embed_loss": 0.012041248435921529,
|
| 190 |
+
"codebook_utilization": 0.26806640625,
|
| 191 |
+
"lr": 9.935251313189564e-05,
|
| 192 |
+
"phase": "full_vq",
|
| 193 |
+
"val_recon_loss": 0.30578744411468506,
|
| 194 |
+
"val_utilization": 0.1533203125,
|
| 195 |
+
"time_sec": 47.05907416343689
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 15,
|
| 199 |
+
"loss": 0.3204253257489672,
|
| 200 |
+
"recon_loss": 0.29635289954204186,
|
| 201 |
+
"commit_loss": 0.012036213048678987,
|
| 202 |
+
"embed_loss": 0.012036213048678987,
|
| 203 |
+
"codebook_utilization": 0.270263671875,
|
| 204 |
+
"lr": 9.921689684362989e-05,
|
| 205 |
+
"phase": "full_vq",
|
| 206 |
+
"val_recon_loss": 0.3024442814863645,
|
| 207 |
+
"val_utilization": 0.156494140625,
|
| 208 |
+
"time_sec": 47.72433543205261
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"epoch": 16,
|
| 212 |
+
"loss": 0.3182387801946378,
|
| 213 |
+
"recon_loss": 0.29361236329172175,
|
| 214 |
+
"commit_loss": 0.012313208086233512,
|
| 215 |
+
"embed_loss": 0.012313208086233512,
|
| 216 |
+
"codebook_utilization": 0.287353515625,
|
| 217 |
+
"lr": 9.906850630697068e-05,
|
| 218 |
+
"phase": "full_vq",
|
| 219 |
+
"val_recon_loss": 0.3008571748550122,
|
| 220 |
+
"val_utilization": 0.162841796875,
|
| 221 |
+
"time_sec": 46.76892352104187
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 17,
|
| 225 |
+
"loss": 0.31541585221010093,
|
| 226 |
+
"recon_loss": 0.2906547147853702,
|
| 227 |
+
"commit_loss": 0.012380570556749316,
|
| 228 |
+
"embed_loss": 0.012380570556749316,
|
| 229 |
+
"codebook_utilization": 0.295166015625,
|
| 230 |
+
"lr": 9.890738003669029e-05,
|
| 231 |
+
"phase": "full_vq",
|
| 232 |
+
"val_recon_loss": 0.29535558361273545,
|
| 233 |
+
"val_utilization": 0.1767578125,
|
| 234 |
+
"time_sec": 47.050782918930054
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"epoch": 18,
|
| 238 |
+
"loss": 0.3123515300890979,
|
| 239 |
+
"recon_loss": 0.28801636602364333,
|
| 240 |
+
"commit_loss": 0.012167582562302841,
|
| 241 |
+
"embed_loss": 0.012167582562302841,
|
| 242 |
+
"codebook_utilization": 0.301513671875,
|
| 243 |
+
"lr": 9.87335598531214e-05,
|
| 244 |
+
"phase": "full_vq",
|
| 245 |
+
"val_recon_loss": 0.2925591789759122,
|
| 246 |
+
"val_utilization": 0.18994140625,
|
| 247 |
+
"time_sec": 48.1220269203186
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 19,
|
| 251 |
+
"loss": 0.3114185701398289,
|
| 252 |
+
"recon_loss": 0.28645869855787237,
|
| 253 |
+
"commit_loss": 0.012479938804080673,
|
| 254 |
+
"embed_loss": 0.012479938804080673,
|
| 255 |
+
"codebook_utilization": 0.32958984375,
|
| 256 |
+
"lr": 9.85470908713026e-05,
|
| 257 |
+
"phase": "full_vq",
|
| 258 |
+
"val_recon_loss": 0.2966208549646231,
|
| 259 |
+
"val_utilization": 0.185791015625,
|
| 260 |
+
"time_sec": 47.16935706138611
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"epoch": 20,
|
| 264 |
+
"loss": 0.31054385444697213,
|
| 265 |
+
"recon_loss": 0.286402121478436,
|
| 266 |
+
"commit_loss": 0.012070866027737366,
|
| 267 |
+
"embed_loss": 0.012070866027737366,
|
| 268 |
+
"codebook_utilization": 0.309326171875,
|
| 269 |
+
"lr": 9.834802148926882e-05,
|
| 270 |
+
"phase": "full_vq",
|
| 271 |
+
"val_recon_loss": 0.2922164774858035,
|
| 272 |
+
"val_utilization": 0.180908203125,
|
| 273 |
+
"time_sec": 47.45058584213257
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 21,
|
| 277 |
+
"loss": 0.3073745632872862,
|
| 278 |
+
"recon_loss": 0.2834460717790267,
|
| 279 |
+
"commit_loss": 0.011964245881958335,
|
| 280 |
+
"embed_loss": 0.011964245881958335,
|
| 281 |
+
"codebook_utilization": 0.300537109375,
|
| 282 |
+
"lr": 9.813640337548953e-05,
|
| 283 |
+
"phase": "full_vq",
|
| 284 |
+
"val_recon_loss": 0.28753021703316617,
|
| 285 |
+
"val_utilization": 0.18896484375,
|
| 286 |
+
"time_sec": 47.10411715507507
|
| 287 |
+
},
|
| 288 |
+
{
|
| 289 |
+
"epoch": 22,
|
| 290 |
+
"loss": 0.30539435498854695,
|
| 291 |
+
"recon_loss": 0.2813229823813719,
|
| 292 |
+
"commit_loss": 0.012035686723595741,
|
| 293 |
+
"embed_loss": 0.012035686723595741,
|
| 294 |
+
"codebook_utilization": 0.294677734375,
|
| 295 |
+
"lr": 9.79122914554583e-05,
|
| 296 |
+
"phase": "full_vq",
|
| 297 |
+
"val_recon_loss": 0.28625730597055876,
|
| 298 |
+
"val_utilization": 0.186767578125,
|
| 299 |
+
"time_sec": 46.970909118652344
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"epoch": 23,
|
| 303 |
+
"loss": 0.3050253987312317,
|
| 304 |
+
"recon_loss": 0.28003353231093464,
|
| 305 |
+
"commit_loss": 0.01249593363015675,
|
| 306 |
+
"embed_loss": 0.01249593363015675,
|
| 307 |
+
"codebook_utilization": 0.2958984375,
|
| 308 |
+
"lr": 9.76757438974368e-05,
|
| 309 |
+
"phase": "full_vq",
|
| 310 |
+
"val_recon_loss": 0.28434716967435986,
|
| 311 |
+
"val_utilization": 0.18798828125,
|
| 312 |
+
"time_sec": 46.632248401641846
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"epoch": 24,
|
| 316 |
+
"loss": 0.301952743062786,
|
| 317 |
+
"recon_loss": 0.2778947213116814,
|
| 318 |
+
"commit_loss": 0.012029010948597216,
|
| 319 |
+
"embed_loss": 0.012029010948597216,
|
| 320 |
+
"codebook_utilization": 0.288818359375,
|
| 321 |
+
"lr": 9.742682209735726e-05,
|
| 322 |
+
"phase": "full_vq",
|
| 323 |
+
"val_recon_loss": 0.28360043695339787,
|
| 324 |
+
"val_utilization": 0.185546875,
|
| 325 |
+
"time_sec": 47.21303033828735
|
| 326 |
+
},
|
| 327 |
+
{
|
| 328 |
+
"epoch": 25,
|
| 329 |
+
"loss": 0.3012464426311792,
|
| 330 |
+
"recon_loss": 0.27732254652416005,
|
| 331 |
+
"commit_loss": 0.011961946683917559,
|
| 332 |
+
"embed_loss": 0.011961946683917559,
|
| 333 |
+
"codebook_utilization": 0.286865234375,
|
| 334 |
+
"lr": 9.716559066288714e-05,
|
| 335 |
+
"phase": "full_vq",
|
| 336 |
+
"val_recon_loss": 0.2811767275516803,
|
| 337 |
+
"val_utilization": 0.191162109375,
|
| 338 |
+
"time_sec": 48.00208783149719
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 26,
|
| 342 |
+
"loss": 0.3003270702034819,
|
| 343 |
+
"recon_loss": 0.2757678154636832,
|
| 344 |
+
"commit_loss": 0.012279627388160602,
|
| 345 |
+
"embed_loss": 0.012279627388160602,
|
| 346 |
+
"codebook_utilization": 0.287841796875,
|
| 347 |
+
"lr": 9.689211739666022e-05,
|
| 348 |
+
"phase": "full_vq",
|
| 349 |
+
"val_recon_loss": 0.280276188483605,
|
| 350 |
+
"val_utilization": 0.19384765625,
|
| 351 |
+
"time_sec": 48.07919430732727
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"epoch": 27,
|
| 355 |
+
"loss": 0.3004833255328384,
|
| 356 |
+
"recon_loss": 0.27466156844999273,
|
| 357 |
+
"commit_loss": 0.012910877062263442,
|
| 358 |
+
"embed_loss": 0.012910877062263442,
|
| 359 |
+
"codebook_utilization": 0.284912109375,
|
| 360 |
+
"lr": 9.660647327867839e-05,
|
| 361 |
+
"phase": "full_vq",
|
| 362 |
+
"val_recon_loss": 0.2790587819539584,
|
| 363 |
+
"val_utilization": 0.189208984375,
|
| 364 |
+
"time_sec": 48.270617723464966
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"epoch": 28,
|
| 368 |
+
"loss": 0.297929081846686,
|
| 369 |
+
"recon_loss": 0.2733270870704277,
|
| 370 |
+
"commit_loss": 0.012300998246406807,
|
| 371 |
+
"embed_loss": 0.012300998246406807,
|
| 372 |
+
"codebook_utilization": 0.284912109375,
|
| 373 |
+
"lr": 9.630873244788881e-05,
|
| 374 |
+
"phase": "full_vq",
|
| 375 |
+
"val_recon_loss": 0.2779857344352282,
|
| 376 |
+
"val_utilization": 0.193359375,
|
| 377 |
+
"time_sec": 48.9530029296875
|
| 378 |
+
},
|
| 379 |
+
{
|
| 380 |
+
"epoch": 29,
|
| 381 |
+
"loss": 0.29830770340620305,
|
| 382 |
+
"recon_loss": 0.27251628800934435,
|
| 383 |
+
"commit_loss": 0.012895706821890437,
|
| 384 |
+
"embed_loss": 0.012895706821890437,
|
| 385 |
+
"codebook_utilization": 0.287109375,
|
| 386 |
+
"lr": 9.59989721829412e-05,
|
| 387 |
+
"phase": "full_vq",
|
| 388 |
+
"val_recon_loss": 0.27671571992910826,
|
| 389 |
+
"val_utilization": 0.192626953125,
|
| 390 |
+
"time_sec": 45.41763091087341
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"epoch": 30,
|
| 394 |
+
"loss": 0.298766399715461,
|
| 395 |
+
"recon_loss": 0.27223750598290386,
|
| 396 |
+
"commit_loss": 0.013264447030629598,
|
| 397 |
+
"embed_loss": 0.013264447030629598,
|
| 398 |
+
"codebook_utilization": 0.275634765625,
|
| 399 |
+
"lr": 9.567727288213003e-05,
|
| 400 |
+
"phase": "full_vq",
|
| 401 |
+
"val_recon_loss": 0.27744454603928786,
|
| 402 |
+
"val_utilization": 0.193115234375,
|
| 403 |
+
"time_sec": 45.646090507507324
|
| 404 |
+
},
|
| 405 |
+
{
|
| 406 |
+
"epoch": 31,
|
| 407 |
+
"loss": 0.2983699201368818,
|
| 408 |
+
"recon_loss": 0.27142763546868864,
|
| 409 |
+
"commit_loss": 0.013471142188006756,
|
| 410 |
+
"embed_loss": 0.013471142188006756,
|
| 411 |
+
"codebook_utilization": 0.276123046875,
|
| 412 |
+
"lr": 9.534371804252726e-05,
|
| 413 |
+
"phase": "full_vq",
|
| 414 |
+
"val_recon_loss": 0.2765607214890994,
|
| 415 |
+
"val_utilization": 0.1923828125,
|
| 416 |
+
"time_sec": 47.64370608329773
|
| 417 |
+
},
|
| 418 |
+
{
|
| 419 |
+
"epoch": 32,
|
| 420 |
+
"loss": 0.29894952154627036,
|
| 421 |
+
"recon_loss": 0.2710699737071991,
|
| 422 |
+
"commit_loss": 0.01393977205689047,
|
| 423 |
+
"embed_loss": 0.01393977205689047,
|
| 424 |
+
"codebook_utilization": 0.27294921875,
|
| 425 |
+
"lr": 9.499839423831059e-05,
|
| 426 |
+
"phase": "full_vq",
|
| 427 |
+
"val_recon_loss": 0.27488876306093657,
|
| 428 |
+
"val_utilization": 0.189208984375,
|
| 429 |
+
"time_sec": 47.62825846672058
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 33,
|
| 433 |
+
"loss": 0.2972109463869357,
|
| 434 |
+
"recon_loss": 0.2695390535335915,
|
| 435 |
+
"commit_loss": 0.013835947595390618,
|
| 436 |
+
"embed_loss": 0.013835947595390618,
|
| 437 |
+
"codebook_utilization": 0.27099609375,
|
| 438 |
+
"lr": 9.464139109829319e-05,
|
| 439 |
+
"phase": "full_vq",
|
| 440 |
+
"val_recon_loss": 0.27520145361240095,
|
| 441 |
+
"val_utilization": 0.189453125,
|
| 442 |
+
"time_sec": 46.83393621444702
|
| 443 |
+
},
|
| 444 |
+
{
|
| 445 |
+
"epoch": 34,
|
| 446 |
+
"loss": 0.2966874884624107,
|
| 447 |
+
"recon_loss": 0.2687463222765455,
|
| 448 |
+
"commit_loss": 0.013970581778124267,
|
| 449 |
+
"embed_loss": 0.013970581778124267,
|
| 450 |
+
"codebook_utilization": 0.272705078125,
|
| 451 |
+
"lr": 9.427280128266047e-05,
|
| 452 |
+
"phase": "full_vq",
|
| 453 |
+
"val_recon_loss": 0.27270328540068406,
|
| 454 |
+
"val_utilization": 0.187744140625,
|
| 455 |
+
"time_sec": 47.61192607879639
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 35,
|
| 459 |
+
"loss": 0.29720970754529913,
|
| 460 |
+
"recon_loss": 0.2682199302841635,
|
| 461 |
+
"commit_loss": 0.014494888447955543,
|
| 462 |
+
"embed_loss": 0.014494888447955543,
|
| 463 |
+
"codebook_utilization": 0.26904296875,
|
| 464 |
+
"lr": 9.389272045892021e-05,
|
| 465 |
+
"phase": "full_vq",
|
| 466 |
+
"val_recon_loss": 0.2726908910733003,
|
| 467 |
+
"val_utilization": 0.194091796875,
|
| 468 |
+
"time_sec": 48.51250982284546
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"epoch": 36,
|
| 472 |
+
"loss": 0.29454753504079934,
|
| 473 |
+
"recon_loss": 0.2666793617547727,
|
| 474 |
+
"commit_loss": 0.013934086204743852,
|
| 475 |
+
"embed_loss": 0.013934086204743852,
|
| 476 |
+
"codebook_utilization": 0.269287109375,
|
| 477 |
+
"lr": 9.350124727707194e-05,
|
| 478 |
+
"phase": "full_vq",
|
| 479 |
+
"val_recon_loss": 0.27167830100426305,
|
| 480 |
+
"val_utilization": 0.194091796875,
|
| 481 |
+
"time_sec": 47.0704140663147
|
| 482 |
+
},
|
| 483 |
+
{
|
| 484 |
+
"epoch": 37,
|
| 485 |
+
"loss": 0.29581303164070727,
|
| 486 |
+
"recon_loss": 0.26675746984341564,
|
| 487 |
+
"commit_loss": 0.014527780697772316,
|
| 488 |
+
"embed_loss": 0.014527780697772316,
|
| 489 |
+
"codebook_utilization": 0.2685546875,
|
| 490 |
+
"lr": 9.309848334400244e-05,
|
| 491 |
+
"phase": "full_vq",
|
| 492 |
+
"val_recon_loss": 0.27314719213889194,
|
| 493 |
+
"val_utilization": 0.19482421875,
|
| 494 |
+
"time_sec": 46.51348829269409
|
| 495 |
+
},
|
| 496 |
+
{
|
| 497 |
+
"epoch": 38,
|
| 498 |
+
"loss": 0.29552772173694536,
|
| 499 |
+
"recon_loss": 0.2656755716192956,
|
| 500 |
+
"commit_loss": 0.014926076665812847,
|
| 501 |
+
"embed_loss": 0.014926076665812847,
|
| 502 |
+
"codebook_utilization": 0.270263671875,
|
| 503 |
+
"lr": 9.26845331971136e-05,
|
| 504 |
+
"phase": "full_vq",
|
| 505 |
+
"val_recon_loss": 0.26968666452627915,
|
| 506 |
+
"val_utilization": 0.195556640625,
|
| 507 |
+
"time_sec": 45.83749270439148
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"epoch": 39,
|
| 511 |
+
"loss": 0.29380739553301943,
|
| 512 |
+
"recon_loss": 0.26442454609216426,
|
| 513 |
+
"commit_loss": 0.014691425286525605,
|
| 514 |
+
"embed_loss": 0.014691425286525605,
|
| 515 |
+
"codebook_utilization": 0.268798828125,
|
| 516 |
+
"lr": 9.225950427718973e-05,
|
| 517 |
+
"phase": "full_vq",
|
| 518 |
+
"val_recon_loss": 0.2683155181316229,
|
| 519 |
+
"val_utilization": 0.1962890625,
|
| 520 |
+
"time_sec": 46.41405630111694
|
| 521 |
+
},
|
| 522 |
+
{
|
| 523 |
+
"epoch": 40,
|
| 524 |
+
"loss": 0.29542936998255115,
|
| 525 |
+
"recon_loss": 0.26448582375750823,
|
| 526 |
+
"commit_loss": 0.015471771414227346,
|
| 527 |
+
"embed_loss": 0.015471771414227346,
|
| 528 |
+
"codebook_utilization": 0.25927734375,
|
| 529 |
+
"lr": 9.182350690051132e-05,
|
| 530 |
+
"phase": "full_vq",
|
| 531 |
+
"val_recon_loss": 0.26950591114851147,
|
| 532 |
+
"val_utilization": 0.19580078125,
|
| 533 |
+
"time_sec": 47.56708574295044
|
| 534 |
+
},
|
| 535 |
+
{
|
| 536 |
+
"epoch": 41,
|
| 537 |
+
"loss": 0.29732147911015677,
|
| 538 |
+
"recon_loss": 0.2642808235159107,
|
| 539 |
+
"commit_loss": 0.016520327961474072,
|
| 540 |
+
"embed_loss": 0.016520327961474072,
|
| 541 |
+
"codebook_utilization": 0.260009765625,
|
| 542 |
+
"lr": 9.137665423022247e-05,
|
| 543 |
+
"phase": "full_vq",
|
| 544 |
+
"val_recon_loss": 0.27156637952877927,
|
| 545 |
+
"val_utilization": 0.18603515625,
|
| 546 |
+
"time_sec": 46.73802447319031
|
| 547 |
+
},
|
| 548 |
+
{
|
| 549 |
+
"epoch": 42,
|
| 550 |
+
"loss": 0.2970982661434248,
|
| 551 |
+
"recon_loss": 0.26403798659642536,
|
| 552 |
+
"commit_loss": 0.01653013990132832,
|
| 553 |
+
"embed_loss": 0.01653013990132832,
|
| 554 |
+
"codebook_utilization": 0.260498046875,
|
| 555 |
+
"lr": 9.091906224695934e-05,
|
| 556 |
+
"phase": "full_vq",
|
| 557 |
+
"val_recon_loss": 0.2682831252996738,
|
| 558 |
+
"val_utilization": 0.194580078125,
|
| 559 |
+
"time_sec": 47.08918333053589
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 43,
|
| 563 |
+
"loss": 0.29397598493332955,
|
| 564 |
+
"recon_loss": 0.2627227326818541,
|
| 565 |
+
"commit_loss": 0.01562662594312546,
|
| 566 |
+
"embed_loss": 0.01562662594312546,
|
| 567 |
+
"codebook_utilization": 0.258056640625,
|
| 568 |
+
"lr": 9.045084971874735e-05,
|
| 569 |
+
"phase": "full_vq",
|
| 570 |
+
"val_recon_loss": 0.2666227863385127,
|
| 571 |
+
"val_utilization": 0.194580078125,
|
| 572 |
+
"time_sec": 48.25100255012512
|
| 573 |
+
},
|
| 574 |
+
{
|
| 575 |
+
"epoch": 44,
|
| 576 |
+
"loss": 0.2952479375343697,
|
| 577 |
+
"recon_loss": 0.26203199753574297,
|
| 578 |
+
"commit_loss": 0.016607969579305135,
|
| 579 |
+
"embed_loss": 0.016607969579305135,
|
| 580 |
+
"codebook_utilization": 0.25927734375,
|
| 581 |
+
"lr": 8.997213817017505e-05,
|
| 582 |
+
"phase": "full_vq",
|
| 583 |
+
"val_recon_loss": 0.26836622792940873,
|
| 584 |
+
"val_utilization": 0.1865234375,
|
| 585 |
+
"time_sec": 46.84050416946411
|
| 586 |
+
},
|
| 587 |
+
{
|
| 588 |
+
"epoch": 45,
|
| 589 |
+
"loss": 0.29579194971159395,
|
| 590 |
+
"recon_loss": 0.26219205236902426,
|
| 591 |
+
"commit_loss": 0.016799948653023616,
|
| 592 |
+
"embed_loss": 0.016799948653023616,
|
| 593 |
+
"codebook_utilization": 0.258544921875,
|
| 594 |
+
"lr": 8.948305185085224e-05,
|
| 595 |
+
"phase": "full_vq",
|
| 596 |
+
"val_recon_loss": 0.2660675576099983,
|
| 597 |
+
"val_utilization": 0.19873046875,
|
| 598 |
+
"time_sec": 47.09797644615173
|
| 599 |
+
},
|
| 600 |
+
{
|
| 601 |
+
"epoch": 46,
|
| 602 |
+
"loss": 0.29582536571166096,
|
| 603 |
+
"recon_loss": 0.2616012441176994,
|
| 604 |
+
"commit_loss": 0.017112060906548127,
|
| 605 |
+
"embed_loss": 0.017112060906548127,
|
| 606 |
+
"codebook_utilization": 0.2568359375,
|
| 607 |
+
"lr": 8.89837177031611e-05,
|
| 608 |
+
"phase": "full_vq",
|
| 609 |
+
"val_recon_loss": 0.26639335315961105,
|
| 610 |
+
"val_utilization": 0.198486328125,
|
| 611 |
+
"time_sec": 47.34291744232178
|
| 612 |
+
},
|
| 613 |
+
{
|
| 614 |
+
"epoch": 47,
|
| 615 |
+
"loss": 0.2973482030279496,
|
| 616 |
+
"recon_loss": 0.2612737835037942,
|
| 617 |
+
"commit_loss": 0.018037209908167522,
|
| 618 |
+
"embed_loss": 0.018037209908167522,
|
| 619 |
+
"codebook_utilization": 0.25830078125,
|
| 620 |
+
"lr": 8.847426532930828e-05,
|
| 621 |
+
"phase": "full_vq",
|
| 622 |
+
"val_recon_loss": 0.2669075968173834,
|
| 623 |
+
"val_utilization": 0.19384765625,
|
| 624 |
+
"time_sec": 48.65843629837036
|
| 625 |
+
},
|
| 626 |
+
{
|
| 627 |
+
"epoch": 48,
|
| 628 |
+
"loss": 0.2975584671777837,
|
| 629 |
+
"recon_loss": 0.26122236894626244,
|
| 630 |
+
"commit_loss": 0.018168047618340042,
|
| 631 |
+
"embed_loss": 0.018168047618340042,
|
| 632 |
+
"codebook_utilization": 0.254150390625,
|
| 633 |
+
"lr": 8.795482695768655e-05,
|
| 634 |
+
"phase": "full_vq",
|
| 635 |
+
"val_recon_loss": 0.26514462668162125,
|
| 636 |
+
"val_utilization": 0.18310546875,
|
| 637 |
+
"time_sec": 48.06810641288757
|
| 638 |
+
},
|
| 639 |
+
{
|
| 640 |
+
"epoch": 49,
|
| 641 |
+
"loss": 0.29550563412554126,
|
| 642 |
+
"recon_loss": 0.2599199057794085,
|
| 643 |
+
"commit_loss": 0.017792863515662213,
|
| 644 |
+
"embed_loss": 0.017792863515662213,
|
| 645 |
+
"codebook_utilization": 0.253662109375,
|
| 646 |
+
"lr": 8.742553740855503e-05,
|
| 647 |
+
"phase": "full_vq",
|
| 648 |
+
"val_recon_loss": 0.26592662128118366,
|
| 649 |
+
"val_utilization": 0.1865234375,
|
| 650 |
+
"time_sec": 47.01236057281494
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"epoch": 50,
|
| 654 |
+
"loss": 0.29589442470494437,
|
| 655 |
+
"recon_loss": 0.2600334529198852,
|
| 656 |
+
"commit_loss": 0.017930486915158292,
|
| 657 |
+
"embed_loss": 0.017930486915158292,
|
| 658 |
+
"codebook_utilization": 0.248779296875,
|
| 659 |
+
"lr": 8.688653405904649e-05,
|
| 660 |
+
"phase": "full_vq",
|
| 661 |
+
"val_recon_loss": 0.2641307207254263,
|
| 662 |
+
"val_utilization": 0.19287109375,
|
| 663 |
+
"time_sec": 45.94614338874817
|
| 664 |
+
},
|
| 665 |
+
{
|
| 666 |
+
"epoch": 51,
|
| 667 |
+
"loss": 0.2972603101356357,
|
| 668 |
+
"recon_loss": 0.2594982531725192,
|
| 669 |
+
"commit_loss": 0.018881028554603167,
|
| 670 |
+
"embed_loss": 0.018881028554603167,
|
| 671 |
+
"codebook_utilization": 0.247802734375,
|
| 672 |
+
"lr": 8.633795680751113e-05,
|
| 673 |
+
"phase": "full_vq",
|
| 674 |
+
"val_recon_loss": 0.2630243943287776,
|
| 675 |
+
"val_utilization": 0.197509765625,
|
| 676 |
+
"time_sec": 44.92711162567139
|
| 677 |
+
},
|
| 678 |
+
{
|
| 679 |
+
"epoch": 52,
|
| 680 |
+
"loss": 0.296084136355157,
|
| 681 |
+
"recon_loss": 0.2581243921144336,
|
| 682 |
+
"commit_loss": 0.018979872412541333,
|
| 683 |
+
"embed_loss": 0.018979872412541333,
|
| 684 |
+
"codebook_utilization": 0.248291015625,
|
| 685 |
+
"lr": 8.577994803720604e-05,
|
| 686 |
+
"phase": "full_vq",
|
| 687 |
+
"val_recon_loss": 0.2629389247068992,
|
| 688 |
+
"val_utilization": 0.192138671875,
|
| 689 |
+
"time_sec": 44.47393608093262
|
| 690 |
+
},
|
| 691 |
+
{
|
| 692 |
+
"epoch": 53,
|
| 693 |
+
"loss": 0.2957160747518726,
|
| 694 |
+
"recon_loss": 0.257467662879065,
|
| 695 |
+
"commit_loss": 0.01912420626510592,
|
| 696 |
+
"embed_loss": 0.01912420626510592,
|
| 697 |
+
"codebook_utilization": 0.245361328125,
|
| 698 |
+
"lr": 8.521265257933945e-05,
|
| 699 |
+
"phase": "full_vq",
|
| 700 |
+
"val_recon_loss": 0.2618474054795045,
|
| 701 |
+
"val_utilization": 0.1923828125,
|
| 702 |
+
"time_sec": 45.64769721031189
|
| 703 |
+
},
|
| 704 |
+
{
|
| 705 |
+
"epoch": 54,
|
| 706 |
+
"loss": 0.2967555522918701,
|
| 707 |
+
"recon_loss": 0.2571786265162861,
|
| 708 |
+
"commit_loss": 0.019788462011253134,
|
| 709 |
+
"embed_loss": 0.019788462011253134,
|
| 710 |
+
"codebook_utilization": 0.246826171875,
|
| 711 |
+
"lr": 8.463621767547996e-05,
|
| 712 |
+
"phase": "full_vq",
|
| 713 |
+
"val_recon_loss": 0.2621013934795673,
|
| 714 |
+
"val_utilization": 0.1962890625,
|
| 715 |
+
"time_sec": 47.84793281555176
|
| 716 |
+
},
|
| 717 |
+
{
|
| 718 |
+
"epoch": 55,
|
| 719 |
+
"loss": 0.295552766790577,
|
| 720 |
+
"recon_loss": 0.2565985833312951,
|
| 721 |
+
"commit_loss": 0.01947709125484906,
|
| 722 |
+
"embed_loss": 0.01947709125484906,
|
| 723 |
+
"codebook_utilization": 0.2470703125,
|
| 724 |
+
"lr": 8.405079293933984e-05,
|
| 725 |
+
"phase": "full_vq",
|
| 726 |
+
"val_recon_loss": 0.26097967418340534,
|
| 727 |
+
"val_utilization": 0.1962890625,
|
| 728 |
+
"time_sec": 48.29246258735657
|
| 729 |
+
},
|
| 730 |
+
{
|
| 731 |
+
"epoch": 56,
|
| 732 |
+
"loss": 0.2965882046549928,
|
| 733 |
+
"recon_loss": 0.25624091426531476,
|
| 734 |
+
"commit_loss": 0.020173643806985782,
|
| 735 |
+
"embed_loss": 0.020173643806985782,
|
| 736 |
+
"codebook_utilization": 0.247314453125,
|
| 737 |
+
"lr": 8.345653031794289e-05,
|
| 738 |
+
"phase": "full_vq",
|
| 739 |
+
"val_recon_loss": 0.26047537877009463,
|
| 740 |
+
"val_utilization": 0.197021484375,
|
| 741 |
+
"time_sec": 47.16958785057068
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"epoch": 57,
|
| 745 |
+
"loss": 0.2975361960775712,
|
| 746 |
+
"recon_loss": 0.25611695442713944,
|
| 747 |
+
"commit_loss": 0.020709619912154534,
|
| 748 |
+
"embed_loss": 0.020709619912154534,
|
| 749 |
+
"codebook_utilization": 0.244873046875,
|
| 750 |
+
"lr": 8.285358405218651e-05,
|
| 751 |
+
"phase": "full_vq",
|
| 752 |
+
"val_recon_loss": 0.2614493748316398,
|
| 753 |
+
"val_utilization": 0.186279296875,
|
| 754 |
+
"time_sec": 46.03197431564331
|
| 755 |
+
},
|
| 756 |
+
{
|
| 757 |
+
"epoch": 58,
|
| 758 |
+
"loss": 0.29645441677056106,
|
| 759 |
+
"recon_loss": 0.25535813149283915,
|
| 760 |
+
"commit_loss": 0.020548142931040597,
|
| 761 |
+
"embed_loss": 0.020548142931040597,
|
| 762 |
+
"codebook_utilization": 0.24560546875,
|
| 763 |
+
"lr": 8.22421106368085e-05,
|
| 764 |
+
"phase": "full_vq",
|
| 765 |
+
"val_recon_loss": 0.26066550841698277,
|
| 766 |
+
"val_utilization": 0.189208984375,
|
| 767 |
+
"time_sec": 47.509697914123535
|
| 768 |
+
},
|
| 769 |
+
{
|
| 770 |
+
"epoch": 59,
|
| 771 |
+
"loss": 0.2970767763315463,
|
| 772 |
+
"recon_loss": 0.25552325564272266,
|
| 773 |
+
"commit_loss": 0.020776760563546538,
|
| 774 |
+
"embed_loss": 0.020776760563546538,
|
| 775 |
+
"codebook_utilization": 0.2451171875,
|
| 776 |
+
"lr": 8.162226877976883e-05,
|
| 777 |
+
"phase": "full_vq",
|
| 778 |
+
"val_recon_loss": 0.25907388902627504,
|
| 779 |
+
"val_utilization": 0.185302734375,
|
| 780 |
+
"time_sec": 47.40083122253418
|
| 781 |
+
},
|
| 782 |
+
{
|
| 783 |
+
"epoch": 60,
|
| 784 |
+
"loss": 0.29586495663605483,
|
| 785 |
+
"recon_loss": 0.2551090322873172,
|
| 786 |
+
"commit_loss": 0.02037796162653203,
|
| 787 |
+
"embed_loss": 0.02037796162653203,
|
| 788 |
+
"codebook_utilization": 0.2421875,
|
| 789 |
+
"lr": 8.099421936105698e-05,
|
| 790 |
+
"phase": "full_vq",
|
| 791 |
+
"val_recon_loss": 0.25968878200420964,
|
| 792 |
+
"val_utilization": 0.196044921875,
|
| 793 |
+
"time_sec": 47.51141929626465
|
| 794 |
+
},
|
| 795 |
+
{
|
| 796 |
+
"epoch": 61,
|
| 797 |
+
"loss": 0.2953443363601086,
|
| 798 |
+
"recon_loss": 0.2540427975210489,
|
| 799 |
+
"commit_loss": 0.020650770113456483,
|
| 800 |
+
"embed_loss": 0.020650770113456483,
|
| 801 |
+
"codebook_utilization": 0.24169921875,
|
| 802 |
+
"lr": 8.035812539093553e-05,
|
| 803 |
+
"phase": "full_vq",
|
| 804 |
+
"val_recon_loss": 0.2591333996791106,
|
| 805 |
+
"val_utilization": 0.188720703125,
|
| 806 |
+
"time_sec": 48.047051429748535
|
| 807 |
+
},
|
| 808 |
+
{
|
| 809 |
+
"epoch": 62,
|
| 810 |
+
"loss": 0.2951362244054383,
|
| 811 |
+
"recon_loss": 0.25429533977134555,
|
| 812 |
+
"commit_loss": 0.020420441330940117,
|
| 813 |
+
"embed_loss": 0.020420441330940117,
|
| 814 |
+
"codebook_utilization": 0.24072265625,
|
| 815 |
+
"lr": 7.971415196763084e-05,
|
| 816 |
+
"phase": "full_vq",
|
| 817 |
+
"val_recon_loss": 0.2581121852764717,
|
| 818 |
+
"val_utilization": 0.18701171875,
|
| 819 |
+
"time_sec": 47.509090423583984
|
| 820 |
+
},
|
| 821 |
+
{
|
| 822 |
+
"epoch": 63,
|
| 823 |
+
"loss": 0.2947080468430239,
|
| 824 |
+
"recon_loss": 0.2535659708813125,
|
| 825 |
+
"commit_loss": 0.020571036337345253,
|
| 826 |
+
"embed_loss": 0.020571036337345253,
|
| 827 |
+
"codebook_utilization": 0.239990234375,
|
| 828 |
+
"lr": 7.90624662344818e-05,
|
| 829 |
+
"phase": "full_vq",
|
| 830 |
+
"val_recon_loss": 0.25835648064429945,
|
| 831 |
+
"val_utilization": 0.18408203125,
|
| 832 |
+
"time_sec": 45.451547622680664
|
| 833 |
+
},
|
| 834 |
+
{
|
| 835 |
+
"epoch": 64,
|
| 836 |
+
"loss": 0.295073574664546,
|
| 837 |
+
"recon_loss": 0.25326629655033933,
|
| 838 |
+
"commit_loss": 0.020903638363176703,
|
| 839 |
+
"embed_loss": 0.020903638363176703,
|
| 840 |
+
"codebook_utilization": 0.240966796875,
|
| 841 |
+
"lr": 7.840323733655777e-05,
|
| 842 |
+
"phase": "full_vq",
|
| 843 |
+
"val_recon_loss": 0.25807722829855406,
|
| 844 |
+
"val_utilization": 0.19091796875,
|
| 845 |
+
"time_sec": 45.3773295879364
|
| 846 |
+
},
|
| 847 |
+
{
|
| 848 |
+
"epoch": 65,
|
| 849 |
+
"loss": 0.2954476791269639,
|
| 850 |
+
"recon_loss": 0.25291867992457223,
|
| 851 |
+
"commit_loss": 0.02126450186558798,
|
| 852 |
+
"embed_loss": 0.02126450186558798,
|
| 853 |
+
"codebook_utilization": 0.239990234375,
|
| 854 |
+
"lr": 7.773663637675692e-05,
|
| 855 |
+
"phase": "full_vq",
|
| 856 |
+
"val_recon_loss": 0.2571497467847971,
|
| 857 |
+
"val_utilization": 0.189208984375,
|
| 858 |
+
"time_sec": 46.702619552612305
|
| 859 |
+
},
|
| 860 |
+
{
|
| 861 |
+
"epoch": 66,
|
| 862 |
+
"loss": 0.29515332860105176,
|
| 863 |
+
"recon_loss": 0.252620609367595,
|
| 864 |
+
"commit_loss": 0.02126635998195293,
|
| 865 |
+
"embed_loss": 0.02126635998195293,
|
| 866 |
+
"codebook_utilization": 0.2392578125,
|
| 867 |
+
"lr": 7.706283637139655e-05,
|
| 868 |
+
"phase": "full_vq",
|
| 869 |
+
"val_recon_loss": 0.2568894406923881,
|
| 870 |
+
"val_utilization": 0.187744140625,
|
| 871 |
+
"time_sec": 47.769694328308105
|
| 872 |
+
},
|
| 873 |
+
{
|
| 874 |
+
"epoch": 67,
|
| 875 |
+
"loss": 0.295649412800284,
|
| 876 |
+
"recon_loss": 0.25218727191289264,
|
| 877 |
+
"commit_loss": 0.02173107029760585,
|
| 878 |
+
"embed_loss": 0.02173107029760585,
|
| 879 |
+
"codebook_utilization": 0.238525390625,
|
| 880 |
+
"lr": 7.638201220530662e-05,
|
| 881 |
+
"phase": "full_vq",
|
| 882 |
+
"val_recon_loss": 0.25663964794232297,
|
| 883 |
+
"val_utilization": 0.1923828125,
|
| 884 |
+
"time_sec": 48.17647624015808
|
| 885 |
+
},
|
| 886 |
+
{
|
| 887 |
+
"epoch": 68,
|
| 888 |
+
"loss": 0.2957354971006805,
|
| 889 |
+
"recon_loss": 0.25207817817435546,
|
| 890 |
+
"commit_loss": 0.02182865865966853,
|
| 891 |
+
"embed_loss": 0.02182865865966853,
|
| 892 |
+
"codebook_utilization": 0.239501953125,
|
| 893 |
+
"lr": 7.569434058643842e-05,
|
| 894 |
+
"phase": "full_vq",
|
| 895 |
+
"val_recon_loss": 0.2562651519591992,
|
| 896 |
+
"val_utilization": 0.192626953125,
|
| 897 |
+
"time_sec": 45.29482173919678
|
| 898 |
+
},
|
| 899 |
+
{
|
| 900 |
+
"epoch": 69,
|
| 901 |
+
"loss": 0.2953665022756539,
|
| 902 |
+
"recon_loss": 0.2517355958036348,
|
| 903 |
+
"commit_loss": 0.02181545257860539,
|
| 904 |
+
"embed_loss": 0.02181545257860539,
|
| 905 |
+
"codebook_utilization": 0.239990234375,
|
| 906 |
+
"lr": 7.499999999999998e-05,
|
| 907 |
+
"phase": "full_vq",
|
| 908 |
+
"val_recon_loss": 0.2560632870747493,
|
| 909 |
+
"val_utilization": 0.193115234375,
|
| 910 |
+
"time_sec": 48.08019828796387
|
| 911 |
+
},
|
| 912 |
+
{
|
| 913 |
+
"epoch": 70,
|
| 914 |
+
"loss": 0.2958017698690003,
|
| 915 |
+
"recon_loss": 0.25189177136795193,
|
| 916 |
+
"commit_loss": 0.021955000017495716,
|
| 917 |
+
"embed_loss": 0.021955000017495716,
|
| 918 |
+
"codebook_utilization": 0.23828125,
|
| 919 |
+
"lr": 7.429917066213028e-05,
|
| 920 |
+
"phase": "full_vq",
|
| 921 |
+
"val_recon_loss": 0.25639278384355396,
|
| 922 |
+
"val_utilization": 0.19140625,
|
| 923 |
+
"time_sec": 48.016398429870605
|
| 924 |
+
},
|
| 925 |
+
{
|
| 926 |
+
"epoch": 71,
|
| 927 |
+
"loss": 0.2952505992908104,
|
| 928 |
+
"recon_loss": 0.25103825330734253,
|
| 929 |
+
"commit_loss": 0.022106172991733924,
|
| 930 |
+
"embed_loss": 0.022106172991733924,
|
| 931 |
+
"codebook_utilization": 0.2373046875,
|
| 932 |
+
"lr": 7.359203447312409e-05,
|
| 933 |
+
"phase": "full_vq",
|
| 934 |
+
"val_recon_loss": 0.2551685239260013,
|
| 935 |
+
"val_utilization": 0.19091796875,
|
| 936 |
+
"time_sec": 47.73258876800537
|
| 937 |
+
},
|
| 938 |
+
{
|
| 939 |
+
"epoch": 72,
|
| 940 |
+
"loss": 0.29693663646193114,
|
| 941 |
+
"recon_loss": 0.2514823312852897,
|
| 942 |
+
"commit_loss": 0.022727152697888074,
|
| 943 |
+
"embed_loss": 0.022727152697888074,
|
| 944 |
+
"codebook_utilization": 0.236572265625,
|
| 945 |
+
"lr": 7.287877497021975e-05,
|
| 946 |
+
"phase": "full_vq",
|
| 947 |
+
"val_recon_loss": 0.25563192252929395,
|
| 948 |
+
"val_utilization": 0.190185546875,
|
| 949 |
+
"time_sec": 49.903727769851685
|
| 950 |
+
},
|
| 951 |
+
{
|
| 952 |
+
"epoch": 73,
|
| 953 |
+
"loss": 0.29671186500904606,
|
| 954 |
+
"recon_loss": 0.25137501078493457,
|
| 955 |
+
"commit_loss": 0.022668427623370114,
|
| 956 |
+
"embed_loss": 0.022668427623370114,
|
| 957 |
+
"codebook_utilization": 0.23779296875,
|
| 958 |
+
"lr": 7.215957727996207e-05,
|
| 959 |
+
"phase": "full_vq",
|
| 960 |
+
"val_recon_loss": 0.25468500073139483,
|
| 961 |
+
"val_utilization": 0.192138671875,
|
| 962 |
+
"time_sec": 47.38734412193298
|
| 963 |
+
},
|
| 964 |
+
{
|
| 965 |
+
"epoch": 74,
|
| 966 |
+
"loss": 0.297061026096344,
|
| 967 |
+
"recon_loss": 0.2511611797061621,
|
| 968 |
+
"commit_loss": 0.022949924582944196,
|
| 969 |
+
"embed_loss": 0.022949924582944196,
|
| 970 |
+
"codebook_utilization": 0.236328125,
|
| 971 |
+
"lr": 7.143462807015271e-05,
|
| 972 |
+
"phase": "full_vq",
|
| 973 |
+
"val_recon_loss": 0.2554800590643516,
|
| 974 |
+
"val_utilization": 0.184814453125,
|
| 975 |
+
"time_sec": 44.4993736743927
|
| 976 |
+
},
|
| 977 |
+
{
|
| 978 |
+
"epoch": 75,
|
| 979 |
+
"loss": 0.29634231445836084,
|
| 980 |
+
"recon_loss": 0.25069860763409557,
|
| 981 |
+
"commit_loss": 0.022821854690418523,
|
| 982 |
+
"embed_loss": 0.022821854690418523,
|
| 983 |
+
"codebook_utilization": 0.235595703125,
|
| 984 |
+
"lr": 7.07041155014006e-05,
|
| 985 |
+
"phase": "full_vq",
|
| 986 |
+
"val_recon_loss": 0.25494354275556713,
|
| 987 |
+
"val_utilization": 0.190185546875,
|
| 988 |
+
"time_sec": 46.71766662597656
|
| 989 |
+
},
|
| 990 |
+
{
|
| 991 |
+
"epoch": 76,
|
| 992 |
+
"loss": 0.296459870595558,
|
| 993 |
+
"recon_loss": 0.2505088509882198,
|
| 994 |
+
"commit_loss": 0.022975510168893664,
|
| 995 |
+
"embed_loss": 0.022975510168893664,
|
| 996 |
+
"codebook_utilization": 0.2373046875,
|
| 997 |
+
"lr": 6.996822917828478e-05,
|
| 998 |
+
"phase": "full_vq",
|
| 999 |
+
"val_recon_loss": 0.2545968282681245,
|
| 1000 |
+
"val_utilization": 0.192626953125,
|
| 1001 |
+
"time_sec": 47.50995659828186
|
| 1002 |
+
},
|
| 1003 |
+
{
|
| 1004 |
+
"epoch": 77,
|
| 1005 |
+
"loss": 0.29575227522382547,
|
| 1006 |
+
"recon_loss": 0.2501658846934636,
|
| 1007 |
+
"commit_loss": 0.02279319533822583,
|
| 1008 |
+
"embed_loss": 0.02279319533822583,
|
| 1009 |
+
"codebook_utilization": 0.236328125,
|
| 1010 |
+
"lr": 6.922716010014254e-05,
|
| 1011 |
+
"phase": "full_vq",
|
| 1012 |
+
"val_recon_loss": 0.2545246883080556,
|
| 1013 |
+
"val_utilization": 0.18798828125,
|
| 1014 |
+
"time_sec": 48.46063303947449
|
| 1015 |
+
},
|
| 1016 |
+
{
|
| 1017 |
+
"epoch": 78,
|
| 1018 |
+
"loss": 0.2968192123899273,
|
| 1019 |
+
"recon_loss": 0.25013503812107385,
|
| 1020 |
+
"commit_loss": 0.023342087791830887,
|
| 1021 |
+
"embed_loss": 0.023342087791830887,
|
| 1022 |
+
"codebook_utilization": 0.2373046875,
|
| 1023 |
+
"lr": 6.848110061149553e-05,
|
| 1024 |
+
"phase": "full_vq",
|
| 1025 |
+
"val_recon_loss": 0.2544916971371724,
|
| 1026 |
+
"val_utilization": 0.18505859375,
|
| 1027 |
+
"time_sec": 47.71051788330078
|
| 1028 |
+
},
|
| 1029 |
+
{
|
| 1030 |
+
"epoch": 79,
|
| 1031 |
+
"loss": 0.29553129392511707,
|
| 1032 |
+
"recon_loss": 0.2494573739229464,
|
| 1033 |
+
"commit_loss": 0.023036959380203604,
|
| 1034 |
+
"embed_loss": 0.023036959380203604,
|
| 1035 |
+
"codebook_utilization": 0.235595703125,
|
| 1036 |
+
"lr": 6.773024435212678e-05,
|
| 1037 |
+
"phase": "full_vq",
|
| 1038 |
+
"val_recon_loss": 0.25387483491347385,
|
| 1039 |
+
"val_utilization": 0.187255859375,
|
| 1040 |
+
"time_sec": 46.08107137680054
|
| 1041 |
+
},
|
| 1042 |
+
{
|
| 1043 |
+
"epoch": 80,
|
| 1044 |
+
"loss": 0.29670053252986833,
|
| 1045 |
+
"recon_loss": 0.2494831514709136,
|
| 1046 |
+
"commit_loss": 0.023608688849444483,
|
| 1047 |
+
"embed_loss": 0.023608688849444483,
|
| 1048 |
+
"codebook_utilization": 0.233154296875,
|
| 1049 |
+
"lr": 6.697478620682138e-05,
|
| 1050 |
+
"phase": "full_vq",
|
| 1051 |
+
"val_recon_loss": 0.2537316714341824,
|
| 1052 |
+
"val_utilization": 0.1875,
|
| 1053 |
+
"time_sec": 45.84971261024475
|
| 1054 |
+
},
|
| 1055 |
+
{
|
| 1056 |
+
"epoch": 81,
|
| 1057 |
+
"loss": 0.2959857951192295,
|
| 1058 |
+
"recon_loss": 0.2489085025062748,
|
| 1059 |
+
"commit_loss": 0.023538647109971327,
|
| 1060 |
+
"embed_loss": 0.023538647109971327,
|
| 1061 |
+
"codebook_utilization": 0.232177734375,
|
| 1062 |
+
"lr": 6.621492225478415e-05,
|
| 1063 |
+
"phase": "full_vq",
|
| 1064 |
+
"val_recon_loss": 0.2539532551398644,
|
| 1065 |
+
"val_utilization": 0.1884765625,
|
| 1066 |
+
"time_sec": 46.758139848709106
|
| 1067 |
+
},
|
| 1068 |
+
{
|
| 1069 |
+
"epoch": 82,
|
| 1070 |
+
"loss": 0.2976532619373471,
|
| 1071 |
+
"recon_loss": 0.24936814956805287,
|
| 1072 |
+
"commit_loss": 0.02414255665943903,
|
| 1073 |
+
"embed_loss": 0.02414255665943903,
|
| 1074 |
+
"codebook_utilization": 0.232421875,
|
| 1075 |
+
"lr": 6.545084971874738e-05,
|
| 1076 |
+
"phase": "full_vq",
|
| 1077 |
+
"val_recon_loss": 0.25328402794324434,
|
| 1078 |
+
"val_utilization": 0.18603515625,
|
| 1079 |
+
"time_sec": 47.337982177734375
|
| 1080 |
+
},
|
| 1081 |
+
{
|
| 1082 |
+
"epoch": 83,
|
| 1083 |
+
"loss": 0.2973826387349297,
|
| 1084 |
+
"recon_loss": 0.24920354228393704,
|
| 1085 |
+
"commit_loss": 0.024089547531569704,
|
| 1086 |
+
"embed_loss": 0.024089547531569704,
|
| 1087 |
+
"codebook_utilization": 0.233642578125,
|
| 1088 |
+
"lr": 6.468276691378155e-05,
|
| 1089 |
+
"phase": "full_vq",
|
| 1090 |
+
"val_recon_loss": 0.2519659594847606,
|
| 1091 |
+
"val_utilization": 0.185791015625,
|
| 1092 |
+
"time_sec": 48.023863315582275
|
| 1093 |
+
},
|
| 1094 |
+
{
|
| 1095 |
+
"epoch": 84,
|
| 1096 |
+
"loss": 0.29639680712830785,
|
| 1097 |
+
"recon_loss": 0.24831042745534113,
|
| 1098 |
+
"commit_loss": 0.024043192100875518,
|
| 1099 |
+
"embed_loss": 0.024043192100875518,
|
| 1100 |
+
"codebook_utilization": 0.232666015625,
|
| 1101 |
+
"lr": 6.391087319582264e-05,
|
| 1102 |
+
"phase": "full_vq",
|
| 1103 |
+
"val_recon_loss": 0.2526073604822159,
|
| 1104 |
+
"val_utilization": 0.185302734375,
|
| 1105 |
+
"time_sec": 46.68369913101196
|
| 1106 |
+
},
|
| 1107 |
+
{
|
| 1108 |
+
"epoch": 85,
|
| 1109 |
+
"loss": 0.29832304400556225,
|
| 1110 |
+
"recon_loss": 0.24883184041462691,
|
| 1111 |
+
"commit_loss": 0.024745601612855408,
|
| 1112 |
+
"embed_loss": 0.024745601612855408,
|
| 1113 |
+
"codebook_utilization": 0.230712890625,
|
| 1114 |
+
"lr": 6.313536890992936e-05,
|
| 1115 |
+
"phase": "full_vq",
|
| 1116 |
+
"val_recon_loss": 0.2527536623753034,
|
| 1117 |
+
"val_utilization": 0.186767578125,
|
| 1118 |
+
"time_sec": 45.81481218338013
|
| 1119 |
+
},
|
| 1120 |
+
{
|
| 1121 |
+
"epoch": 86,
|
| 1122 |
+
"loss": 0.2982981380294351,
|
| 1123 |
+
"recon_loss": 0.24891039641464457,
|
| 1124 |
+
"commit_loss": 0.024693871099574893,
|
| 1125 |
+
"embed_loss": 0.024693871099574893,
|
| 1126 |
+
"codebook_utilization": 0.233642578125,
|
| 1127 |
+
"lr": 6.23564553382835e-05,
|
| 1128 |
+
"phase": "full_vq",
|
| 1129 |
+
"val_recon_loss": 0.25296917443092054,
|
| 1130 |
+
"val_utilization": 0.19091796875,
|
| 1131 |
+
"time_sec": 46.41946482658386
|
| 1132 |
+
},
|
| 1133 |
+
{
|
| 1134 |
+
"epoch": 87,
|
| 1135 |
+
"loss": 0.29725263048620787,
|
| 1136 |
+
"recon_loss": 0.2481701578579697,
|
| 1137 |
+
"commit_loss": 0.024541236861955886,
|
| 1138 |
+
"embed_loss": 0.024541236861955886,
|
| 1139 |
+
"codebook_utilization": 0.232177734375,
|
| 1140 |
+
"lr": 6.157433464794716e-05,
|
| 1141 |
+
"phase": "full_vq",
|
| 1142 |
+
"val_recon_loss": 0.25219068160423863,
|
| 1143 |
+
"val_utilization": 0.184814453125,
|
| 1144 |
+
"time_sec": 47.36266231536865
|
| 1145 |
+
},
|
| 1146 |
+
{
|
| 1147 |
+
"epoch": 88,
|
| 1148 |
+
"loss": 0.29676519129790513,
|
| 1149 |
+
"recon_loss": 0.24771483359383603,
|
| 1150 |
+
"commit_loss": 0.024525179472916266,
|
| 1151 |
+
"embed_loss": 0.024525179472916266,
|
| 1152 |
+
"codebook_utilization": 0.23291015625,
|
| 1153 |
+
"lr": 6.0789209838390326e-05,
|
| 1154 |
+
"phase": "full_vq",
|
| 1155 |
+
"val_recon_loss": 0.25175508054403156,
|
| 1156 |
+
"val_utilization": 0.1826171875,
|
| 1157 |
+
"time_sec": 47.208651542663574
|
| 1158 |
+
},
|
| 1159 |
+
{
|
| 1160 |
+
"epoch": 89,
|
| 1161 |
+
"loss": 0.2978205289326462,
|
| 1162 |
+
"recon_loss": 0.24747842316534005,
|
| 1163 |
+
"commit_loss": 0.02517105018099149,
|
| 1164 |
+
"embed_loss": 0.02517105018099149,
|
| 1165 |
+
"codebook_utilization": 0.232421875,
|
| 1166 |
+
"lr": 6.000128468880224e-05,
|
| 1167 |
+
"phase": "full_vq",
|
| 1168 |
+
"val_recon_loss": 0.25257671910982865,
|
| 1169 |
+
"val_utilization": 0.184814453125,
|
| 1170 |
+
"time_sec": 46.57335686683655
|
| 1171 |
+
},
|
| 1172 |
+
{
|
| 1173 |
+
"epoch": 90,
|
| 1174 |
+
"loss": 0.29792727909836114,
|
| 1175 |
+
"recon_loss": 0.2476864559393303,
|
| 1176 |
+
"commit_loss": 0.025120412090829776,
|
| 1177 |
+
"embed_loss": 0.025120412090829776,
|
| 1178 |
+
"codebook_utilization": 0.229248046875,
|
| 1179 |
+
"lr": 5.9210763705200585e-05,
|
| 1180 |
+
"phase": "full_vq",
|
| 1181 |
+
"val_recon_loss": 0.2515146594781142,
|
| 1182 |
+
"val_utilization": 0.185546875,
|
| 1183 |
+
"time_sec": 46.14790081977844
|
| 1184 |
+
},
|
| 1185 |
+
{
|
| 1186 |
+
"epoch": 91,
|
| 1187 |
+
"loss": 0.2983899794372858,
|
| 1188 |
+
"recon_loss": 0.24762496498285555,
|
| 1189 |
+
"commit_loss": 0.025382505474137326,
|
| 1190 |
+
"embed_loss": 0.025382505474137326,
|
| 1191 |
+
"codebook_utilization": 0.2314453125,
|
| 1192 |
+
"lr": 5.841785206735194e-05,
|
| 1193 |
+
"phase": "full_vq",
|
| 1194 |
+
"val_recon_loss": 0.2524160181100552,
|
| 1195 |
+
"val_utilization": 0.180419921875,
|
| 1196 |
+
"time_sec": 47.52765107154846
|
| 1197 |
+
},
|
| 1198 |
+
{
|
| 1199 |
+
"epoch": 92,
|
| 1200 |
+
"loss": 0.29805802889898714,
|
| 1201 |
+
"recon_loss": 0.24733802442457162,
|
| 1202 |
+
"commit_loss": 0.02536000194502812,
|
| 1203 |
+
"embed_loss": 0.02536000194502812,
|
| 1204 |
+
"codebook_utilization": 0.22998046875,
|
| 1205 |
+
"lr": 5.7622755575517285e-05,
|
| 1206 |
+
"phase": "full_vq",
|
| 1207 |
+
"val_recon_loss": 0.2506679456967574,
|
| 1208 |
+
"val_utilization": 0.183837890625,
|
| 1209 |
+
"time_sec": 47.61260223388672
|
| 1210 |
+
},
|
| 1211 |
+
{
|
| 1212 |
+
"epoch": 93,
|
| 1213 |
+
"loss": 0.298675339011585,
|
| 1214 |
+
"recon_loss": 0.2470666514892204,
|
| 1215 |
+
"commit_loss": 0.02580434339595776,
|
| 1216 |
+
"embed_loss": 0.02580434339595776,
|
| 1217 |
+
"codebook_utilization": 0.230224609375,
|
| 1218 |
+
"lr": 5.6825680597036586e-05,
|
| 1219 |
+
"phase": "full_vq",
|
| 1220 |
+
"val_recon_loss": 0.2510277766447801,
|
| 1221 |
+
"val_utilization": 0.1904296875,
|
| 1222 |
+
"time_sec": 45.46219205856323
|
| 1223 |
+
},
|
| 1224 |
+
{
|
| 1225 |
+
"epoch": 94,
|
| 1226 |
+
"loss": 0.2984109982555988,
|
| 1227 |
+
"recon_loss": 0.2473060015369864,
|
| 1228 |
+
"commit_loss": 0.025552497117542754,
|
| 1229 |
+
"embed_loss": 0.025552497117542754,
|
| 1230 |
+
"codebook_utilization": 0.229736328125,
|
| 1231 |
+
"lr": 5.602683401276615e-05,
|
| 1232 |
+
"phase": "full_vq",
|
| 1233 |
+
"val_recon_loss": 0.2512832169349377,
|
| 1234 |
+
"val_utilization": 0.1865234375,
|
| 1235 |
+
"time_sec": 46.23483443260193
|
| 1236 |
+
},
|
| 1237 |
+
{
|
| 1238 |
+
"epoch": 95,
|
| 1239 |
+
"loss": 0.2980131354986453,
|
| 1240 |
+
"recon_loss": 0.24664961035345115,
|
| 1241 |
+
"commit_loss": 0.025681763230001226,
|
| 1242 |
+
"embed_loss": 0.025681763230001226,
|
| 1243 |
+
"codebook_utilization": 0.229736328125,
|
| 1244 |
+
"lr": 5.522642316338268e-05,
|
| 1245 |
+
"phase": "full_vq",
|
| 1246 |
+
"val_recon_loss": 0.2509289475587698,
|
| 1247 |
+
"val_utilization": 0.18798828125,
|
| 1248 |
+
"time_sec": 47.12396693229675
|
| 1249 |
+
},
|
| 1250 |
+
{
|
| 1251 |
+
"epoch": 96,
|
| 1252 |
+
"loss": 0.30049163745898827,
|
| 1253 |
+
"recon_loss": 0.2471260504395354,
|
| 1254 |
+
"commit_loss": 0.026682794970624587,
|
| 1255 |
+
"embed_loss": 0.026682794970624587,
|
| 1256 |
+
"codebook_utilization": 0.229248046875,
|
| 1257 |
+
"lr": 5.4424655795567935e-05,
|
| 1258 |
+
"phase": "full_vq",
|
| 1259 |
+
"val_recon_loss": 0.2515842364384578,
|
| 1260 |
+
"val_utilization": 0.184326171875,
|
| 1261 |
+
"time_sec": 47.4691379070282
|
| 1262 |
+
},
|
| 1263 |
+
{
|
| 1264 |
+
"epoch": 97,
|
| 1265 |
+
"loss": 0.2983791185360329,
|
| 1266 |
+
"recon_loss": 0.2468152753278321,
|
| 1267 |
+
"commit_loss": 0.02578192259020665,
|
| 1268 |
+
"embed_loss": 0.02578192259020665,
|
| 1269 |
+
"codebook_utilization": 0.23046875,
|
| 1270 |
+
"lr": 5.3621740008088126e-05,
|
| 1271 |
+
"phase": "full_vq",
|
| 1272 |
+
"val_recon_loss": 0.2509624602702948,
|
| 1273 |
+
"val_utilization": 0.18603515625,
|
| 1274 |
+
"time_sec": 48.37575817108154
|
| 1275 |
+
},
|
| 1276 |
+
{
|
| 1277 |
+
"epoch": 98,
|
| 1278 |
+
"loss": 0.2991181933412365,
|
| 1279 |
+
"recon_loss": 0.24653221433069192,
|
| 1280 |
+
"commit_loss": 0.026292991660097065,
|
| 1281 |
+
"embed_loss": 0.026292991660097065,
|
| 1282 |
+
"codebook_utilization": 0.2294921875,
|
| 1283 |
+
"lr": 5.281788419778186e-05,
|
| 1284 |
+
"phase": "full_vq",
|
| 1285 |
+
"val_recon_loss": 0.25135975961501783,
|
| 1286 |
+
"val_utilization": 0.188232421875,
|
| 1287 |
+
"time_sec": 49.54656410217285
|
| 1288 |
+
},
|
| 1289 |
+
{
|
| 1290 |
+
"epoch": 99,
|
| 1291 |
+
"loss": 0.2981439980806089,
|
| 1292 |
+
"recon_loss": 0.24589644518553042,
|
| 1293 |
+
"commit_loss": 0.026123775607522798,
|
| 1294 |
+
"embed_loss": 0.026123775607522798,
|
| 1295 |
+
"codebook_utilization": 0.229736328125,
|
| 1296 |
+
"lr": 5.201329700547076e-05,
|
| 1297 |
+
"phase": "full_vq",
|
| 1298 |
+
"val_recon_loss": 0.25068271618623,
|
| 1299 |
+
"val_utilization": 0.186279296875,
|
| 1300 |
+
"time_sec": 49.6520459651947
|
| 1301 |
+
},
|
| 1302 |
+
{
|
| 1303 |
+
"epoch": 100,
|
| 1304 |
+
"loss": 0.2999950992126091,
|
| 1305 |
+
"recon_loss": 0.24611248368141697,
|
| 1306 |
+
"commit_loss": 0.02694130736384906,
|
| 1307 |
+
"embed_loss": 0.02694130736384906,
|
| 1308 |
+
"codebook_utilization": 0.228759765625,
|
| 1309 |
+
"lr": 5.120818726180663e-05,
|
| 1310 |
+
"phase": "full_vq",
|
| 1311 |
+
"val_recon_loss": 0.2501685596429385,
|
| 1312 |
+
"val_utilization": 0.182861328125,
|
| 1313 |
+
"time_sec": 49.29077219963074
|
| 1314 |
+
},
|
| 1315 |
+
{
|
| 1316 |
+
"epoch": 101,
|
| 1317 |
+
"loss": 0.30049710764604454,
|
| 1318 |
+
"recon_loss": 0.24640378239108066,
|
| 1319 |
+
"commit_loss": 0.027046663175318755,
|
| 1320 |
+
"embed_loss": 0.027046663175318755,
|
| 1321 |
+
"codebook_utilization": 0.228515625,
|
| 1322 |
+
"lr": 5.040276393306951e-05,
|
| 1323 |
+
"phase": "full_vq",
|
| 1324 |
+
"val_recon_loss": 0.2505534818539253,
|
| 1325 |
+
"val_utilization": 0.189453125,
|
| 1326 |
+
"time_sec": 48.92568397521973
|
| 1327 |
+
},
|
| 1328 |
+
{
|
| 1329 |
+
"epoch": 102,
|
| 1330 |
+
"loss": 0.29963186207939596,
|
| 1331 |
+
"recon_loss": 0.24578097082820594,
|
| 1332 |
+
"commit_loss": 0.026925445771684833,
|
| 1333 |
+
"embed_loss": 0.026925445771684833,
|
| 1334 |
+
"codebook_utilization": 0.228515625,
|
| 1335 |
+
"lr": 4.9597236066930516e-05,
|
| 1336 |
+
"phase": "full_vq",
|
| 1337 |
+
"val_recon_loss": 0.24981138454033777,
|
| 1338 |
+
"val_utilization": 0.18798828125,
|
| 1339 |
+
"time_sec": 49.33101749420166
|
| 1340 |
+
},
|
| 1341 |
+
{
|
| 1342 |
+
"epoch": 103,
|
| 1343 |
+
"loss": 0.29956874777289,
|
| 1344 |
+
"recon_loss": 0.24556882241192987,
|
| 1345 |
+
"commit_loss": 0.026999962753524967,
|
| 1346 |
+
"embed_loss": 0.026999962753524967,
|
| 1347 |
+
"codebook_utilization": 0.22802734375,
|
| 1348 |
+
"lr": 4.879181273819339e-05,
|
| 1349 |
+
"phase": "full_vq",
|
| 1350 |
+
"val_recon_loss": 0.25028561743406147,
|
| 1351 |
+
"val_utilization": 0.185546875,
|
| 1352 |
+
"time_sec": 48.70212149620056
|
| 1353 |
+
},
|
| 1354 |
+
{
|
| 1355 |
+
"epoch": 104,
|
| 1356 |
+
"loss": 0.30101509012427985,
|
| 1357 |
+
"recon_loss": 0.24612126309497684,
|
| 1358 |
+
"commit_loss": 0.027446913697263774,
|
| 1359 |
+
"embed_loss": 0.027446913697263774,
|
| 1360 |
+
"codebook_utilization": 0.22802734375,
|
| 1361 |
+
"lr": 4.798670299452925e-05,
|
| 1362 |
+
"phase": "full_vq",
|
| 1363 |
+
"val_recon_loss": 0.25050369936686295,
|
| 1364 |
+
"val_utilization": 0.178955078125,
|
| 1365 |
+
"time_sec": 48.56446051597595
|
| 1366 |
+
},
|
| 1367 |
+
{
|
| 1368 |
+
"epoch": 105,
|
| 1369 |
+
"loss": 0.299971297675488,
|
| 1370 |
+
"recon_loss": 0.24605776340353722,
|
| 1371 |
+
"commit_loss": 0.026956765492464983,
|
| 1372 |
+
"embed_loss": 0.026956765492464983,
|
| 1373 |
+
"codebook_utilization": 0.22900390625,
|
| 1374 |
+
"lr": 4.718211580221814e-05,
|
| 1375 |
+
"phase": "full_vq",
|
| 1376 |
+
"val_recon_loss": 0.2500560008562528,
|
| 1377 |
+
"val_utilization": 0.183349609375,
|
| 1378 |
+
"time_sec": 49.97710371017456
|
| 1379 |
+
},
|
| 1380 |
+
{
|
| 1381 |
+
"epoch": 106,
|
| 1382 |
+
"loss": 0.2991456208275814,
|
| 1383 |
+
"recon_loss": 0.24511409653168098,
|
| 1384 |
+
"commit_loss": 0.02701576196533792,
|
| 1385 |
+
"embed_loss": 0.02701576196533792,
|
| 1386 |
+
"codebook_utilization": 0.2275390625,
|
| 1387 |
+
"lr": 4.637825999191189e-05,
|
| 1388 |
+
"phase": "full_vq",
|
| 1389 |
+
"val_recon_loss": 0.2502270879653784,
|
| 1390 |
+
"val_utilization": 0.18701171875,
|
| 1391 |
+
"time_sec": 49.39626979827881
|
| 1392 |
+
},
|
| 1393 |
+
{
|
| 1394 |
+
"epoch": 107,
|
| 1395 |
+
"loss": 0.2991793132295795,
|
| 1396 |
+
"recon_loss": 0.2449595960331898,
|
| 1397 |
+
"commit_loss": 0.027109859036464318,
|
| 1398 |
+
"embed_loss": 0.027109859036464318,
|
| 1399 |
+
"codebook_utilization": 0.227294921875,
|
| 1400 |
+
"lr": 4.557534420443209e-05,
|
| 1401 |
+
"phase": "full_vq",
|
| 1402 |
+
"val_recon_loss": 0.24889626296666953,
|
| 1403 |
+
"val_utilization": 0.185791015625,
|
| 1404 |
+
"time_sec": 48.22566032409668
|
| 1405 |
+
},
|
| 1406 |
+
{
|
| 1407 |
+
"epoch": 108,
|
| 1408 |
+
"loss": 0.30064308000545875,
|
| 1409 |
+
"recon_loss": 0.24495375390146293,
|
| 1410 |
+
"commit_loss": 0.027844665133777785,
|
| 1411 |
+
"embed_loss": 0.027844665133777785,
|
| 1412 |
+
"codebook_utilization": 0.22802734375,
|
| 1413 |
+
"lr": 4.477357683661733e-05,
|
| 1414 |
+
"phase": "full_vq",
|
| 1415 |
+
"val_recon_loss": 0.24943268528351417,
|
| 1416 |
+
"val_utilization": 0.186279296875,
|
| 1417 |
+
"time_sec": 49.18807530403137
|
| 1418 |
+
},
|
| 1419 |
+
{
|
| 1420 |
+
"epoch": 109,
|
| 1421 |
+
"loss": 0.30050324984625276,
|
| 1422 |
+
"recon_loss": 0.24478166652660743,
|
| 1423 |
+
"commit_loss": 0.027860790052834677,
|
| 1424 |
+
"embed_loss": 0.027860790052834677,
|
| 1425 |
+
"codebook_utilization": 0.228759765625,
|
| 1426 |
+
"lr": 4.397316598723385e-05,
|
| 1427 |
+
"phase": "full_vq",
|
| 1428 |
+
"val_recon_loss": 0.2500851463813048,
|
| 1429 |
+
"val_utilization": 0.18212890625,
|
| 1430 |
+
"time_sec": 49.43425464630127
|
| 1431 |
+
},
|
| 1432 |
+
{
|
| 1433 |
+
"epoch": 110,
|
| 1434 |
+
"loss": 0.2998181587340785,
|
| 1435 |
+
"recon_loss": 0.24475371633090226,
|
| 1436 |
+
"commit_loss": 0.027532222845098552,
|
| 1437 |
+
"embed_loss": 0.027532222845098552,
|
| 1438 |
+
"codebook_utilization": 0.225830078125,
|
| 1439 |
+
"lr": 4.317431940296343e-05,
|
| 1440 |
+
"phase": "full_vq",
|
| 1441 |
+
"val_recon_loss": 0.24926420129262483,
|
| 1442 |
+
"val_utilization": 0.188720703125,
|
| 1443 |
+
"time_sec": 48.50480031967163
|
| 1444 |
+
},
|
| 1445 |
+
{
|
| 1446 |
+
"epoch": 111,
|
| 1447 |
+
"loss": 0.30019010574209926,
|
| 1448 |
+
"recon_loss": 0.24445770271852904,
|
| 1449 |
+
"commit_loss": 0.02786620184048718,
|
| 1450 |
+
"embed_loss": 0.02786620184048718,
|
| 1451 |
+
"codebook_utilization": 0.2265625,
|
| 1452 |
+
"lr": 4.237724442448274e-05,
|
| 1453 |
+
"phase": "full_vq",
|
| 1454 |
+
"val_recon_loss": 0.24935368505808023,
|
| 1455 |
+
"val_utilization": 0.187255859375,
|
| 1456 |
+
"time_sec": 47.10006523132324
|
| 1457 |
+
},
|
| 1458 |
+
{
|
| 1459 |
+
"epoch": 112,
|
| 1460 |
+
"loss": 0.3010977863096723,
|
| 1461 |
+
"recon_loss": 0.24472794900922215,
|
| 1462 |
+
"commit_loss": 0.028184919745898714,
|
| 1463 |
+
"embed_loss": 0.028184919745898714,
|
| 1464 |
+
"codebook_utilization": 0.225341796875,
|
| 1465 |
+
"lr": 4.158214793264808e-05,
|
| 1466 |
+
"phase": "full_vq",
|
| 1467 |
+
"val_recon_loss": 0.249008270410391,
|
| 1468 |
+
"val_utilization": 0.185302734375,
|
| 1469 |
+
"time_sec": 48.75494933128357
|
| 1470 |
+
},
|
| 1471 |
+
{
|
| 1472 |
+
"epoch": 113,
|
| 1473 |
+
"loss": 0.30125294771848943,
|
| 1474 |
+
"recon_loss": 0.24450724761860043,
|
| 1475 |
+
"commit_loss": 0.0283728501960343,
|
| 1476 |
+
"embed_loss": 0.0283728501960343,
|
| 1477 |
+
"codebook_utilization": 0.2275390625,
|
| 1478 |
+
"lr": 4.078923629479945e-05,
|
| 1479 |
+
"phase": "full_vq",
|
| 1480 |
+
"val_recon_loss": 0.24862084824305314,
|
| 1481 |
+
"val_utilization": 0.187255859375,
|
| 1482 |
+
"time_sec": 49.49637579917908
|
| 1483 |
+
},
|
| 1484 |
+
{
|
| 1485 |
+
"epoch": 114,
|
| 1486 |
+
"loss": 0.30052362820681405,
|
| 1487 |
+
"recon_loss": 0.24406547055524938,
|
| 1488 |
+
"commit_loss": 0.02822907999450085,
|
| 1489 |
+
"embed_loss": 0.02822907999450085,
|
| 1490 |
+
"codebook_utilization": 0.225341796875,
|
| 1491 |
+
"lr": 3.9998715311197785e-05,
|
| 1492 |
+
"phase": "full_vq",
|
| 1493 |
+
"val_recon_loss": 0.24960095951190361,
|
| 1494 |
+
"val_utilization": 0.18359375,
|
| 1495 |
+
"time_sec": 48.85350823402405
|
| 1496 |
+
},
|
| 1497 |
+
{
|
| 1498 |
+
"epoch": 115,
|
| 1499 |
+
"loss": 0.30091238314030216,
|
| 1500 |
+
"recon_loss": 0.2442388341707342,
|
| 1501 |
+
"commit_loss": 0.028336774411739086,
|
| 1502 |
+
"embed_loss": 0.028336774411739086,
|
| 1503 |
+
"codebook_utilization": 0.224609375,
|
| 1504 |
+
"lr": 3.9210790161609705e-05,
|
| 1505 |
+
"phase": "full_vq",
|
| 1506 |
+
"val_recon_loss": 0.248817842740279,
|
| 1507 |
+
"val_utilization": 0.1845703125,
|
| 1508 |
+
"time_sec": 50.234500885009766
|
| 1509 |
+
},
|
| 1510 |
+
{
|
| 1511 |
+
"epoch": 116,
|
| 1512 |
+
"loss": 0.30179913721832574,
|
| 1513 |
+
"recon_loss": 0.2441415824726516,
|
| 1514 |
+
"commit_loss": 0.028828777920673874,
|
| 1515 |
+
"embed_loss": 0.028828777920673874,
|
| 1516 |
+
"codebook_utilization": 0.22607421875,
|
| 1517 |
+
"lr": 3.8425665352052864e-05,
|
| 1518 |
+
"phase": "full_vq",
|
| 1519 |
+
"val_recon_loss": 0.24841140898374411,
|
| 1520 |
+
"val_utilization": 0.1826171875,
|
| 1521 |
+
"time_sec": 50.250232219696045
|
| 1522 |
+
},
|
| 1523 |
+
{
|
| 1524 |
+
"epoch": 117,
|
| 1525 |
+
"loss": 0.30132410865204007,
|
| 1526 |
+
"recon_loss": 0.24388884563072055,
|
| 1527 |
+
"commit_loss": 0.02871763278894565,
|
| 1528 |
+
"embed_loss": 0.02871763278894565,
|
| 1529 |
+
"codebook_utilization": 0.225341796875,
|
| 1530 |
+
"lr": 3.764354466171653e-05,
|
| 1531 |
+
"phase": "full_vq",
|
| 1532 |
+
"val_recon_loss": 0.24872419925836417,
|
| 1533 |
+
"val_utilization": 0.186767578125,
|
| 1534 |
+
"time_sec": 48.885910511016846
|
| 1535 |
+
},
|
| 1536 |
+
{
|
| 1537 |
+
"epoch": 118,
|
| 1538 |
+
"loss": 0.30116594305225447,
|
| 1539 |
+
"recon_loss": 0.2436809016793382,
|
| 1540 |
+
"commit_loss": 0.028742521380384762,
|
| 1541 |
+
"embed_loss": 0.028742521380384762,
|
| 1542 |
+
"codebook_utilization": 0.225341796875,
|
| 1543 |
+
"lr": 3.686463109007067e-05,
|
| 1544 |
+
"phase": "full_vq",
|
| 1545 |
+
"val_recon_loss": 0.24823532196191642,
|
| 1546 |
+
"val_utilization": 0.1865234375,
|
| 1547 |
+
"time_sec": 47.51360464096069
|
| 1548 |
+
},
|
| 1549 |
+
{
|
| 1550 |
+
"epoch": 119,
|
| 1551 |
+
"loss": 0.30173085542286143,
|
| 1552 |
+
"recon_loss": 0.2437804443579094,
|
| 1553 |
+
"commit_loss": 0.028975205094206567,
|
| 1554 |
+
"embed_loss": 0.028975205094206567,
|
| 1555 |
+
"codebook_utilization": 0.224609375,
|
| 1556 |
+
"lr": 3.6089126804177374e-05,
|
| 1557 |
+
"phase": "full_vq",
|
| 1558 |
+
"val_recon_loss": 0.2487882673740387,
|
| 1559 |
+
"val_utilization": 0.18359375,
|
| 1560 |
+
"time_sec": 48.14443373680115
|
| 1561 |
+
},
|
| 1562 |
+
{
|
| 1563 |
+
"epoch": 120,
|
| 1564 |
+
"loss": 0.3025599145421795,
|
| 1565 |
+
"recon_loss": 0.2440522172871758,
|
| 1566 |
+
"commit_loss": 0.029253848262277303,
|
| 1567 |
+
"embed_loss": 0.029253848262277303,
|
| 1568 |
+
"codebook_utilization": 0.223388671875,
|
| 1569 |
+
"lr": 3.531723308621847e-05,
|
| 1570 |
+
"phase": "full_vq",
|
| 1571 |
+
"val_recon_loss": 0.24821116030216217,
|
| 1572 |
+
"val_utilization": 0.18359375,
|
| 1573 |
+
"time_sec": 48.07896876335144
|
| 1574 |
+
},
|
| 1575 |
+
{
|
| 1576 |
+
"epoch": 121,
|
| 1577 |
+
"loss": 0.3019287703084011,
|
| 1578 |
+
"recon_loss": 0.24345431374568566,
|
| 1579 |
+
"commit_loss": 0.029237228719627157,
|
| 1580 |
+
"embed_loss": 0.029237228719627157,
|
| 1581 |
+
"codebook_utilization": 0.22314453125,
|
| 1582 |
+
"lr": 3.4549150281252636e-05,
|
| 1583 |
+
"phase": "full_vq",
|
| 1584 |
+
"val_recon_loss": 0.24909190718944257,
|
| 1585 |
+
"val_utilization": 0.185302734375,
|
| 1586 |
+
"time_sec": 47.84167146682739
|
| 1587 |
+
},
|
| 1588 |
+
{
|
| 1589 |
+
"epoch": 122,
|
| 1590 |
+
"loss": 0.3015232845848682,
|
| 1591 |
+
"recon_loss": 0.2433141160245035,
|
| 1592 |
+
"commit_loss": 0.02910458274623927,
|
| 1593 |
+
"embed_loss": 0.02910458274623927,
|
| 1594 |
+
"codebook_utilization": 0.22314453125,
|
| 1595 |
+
"lr": 3.3785077745215873e-05,
|
| 1596 |
+
"phase": "full_vq",
|
| 1597 |
+
"val_recon_loss": 0.24815640311974746,
|
| 1598 |
+
"val_utilization": 0.183837890625,
|
| 1599 |
+
"time_sec": 48.776561975479126
|
| 1600 |
+
},
|
| 1601 |
+
{
|
| 1602 |
+
"epoch": 123,
|
| 1603 |
+
"loss": 0.30234258315142465,
|
| 1604 |
+
"recon_loss": 0.243118543250888,
|
| 1605 |
+
"commit_loss": 0.02961201991374586,
|
| 1606 |
+
"embed_loss": 0.02961201991374586,
|
| 1607 |
+
"codebook_utilization": 0.221923828125,
|
| 1608 |
+
"lr": 3.302521379317865e-05,
|
| 1609 |
+
"phase": "full_vq",
|
| 1610 |
+
"val_recon_loss": 0.24863206423245943,
|
| 1611 |
+
"val_utilization": 0.18310546875,
|
| 1612 |
+
"time_sec": 48.30086588859558
|
| 1613 |
+
},
|
| 1614 |
+
{
|
| 1615 |
+
"epoch": 124,
|
| 1616 |
+
"loss": 0.30237510040694593,
|
| 1617 |
+
"recon_loss": 0.2432328620377709,
|
| 1618 |
+
"commit_loss": 0.0295711195132896,
|
| 1619 |
+
"embed_loss": 0.0295711195132896,
|
| 1620 |
+
"codebook_utilization": 0.221923828125,
|
| 1621 |
+
"lr": 3.226975564787323e-05,
|
| 1622 |
+
"phase": "full_vq",
|
| 1623 |
+
"val_recon_loss": 0.24849343872987306,
|
| 1624 |
+
"val_utilization": 0.187744140625,
|
| 1625 |
+
"time_sec": 48.593151330947876
|
| 1626 |
+
},
|
| 1627 |
+
{
|
| 1628 |
+
"epoch": 125,
|
| 1629 |
+
"loss": 0.30339572184226093,
|
| 1630 |
+
"recon_loss": 0.24364687648474,
|
| 1631 |
+
"commit_loss": 0.029874423043984993,
|
| 1632 |
+
"embed_loss": 0.029874423043984993,
|
| 1633 |
+
"codebook_utilization": 0.221923828125,
|
| 1634 |
+
"lr": 3.151889938850445e-05,
|
| 1635 |
+
"phase": "full_vq",
|
| 1636 |
+
"val_recon_loss": 0.2485118691737835,
|
| 1637 |
+
"val_utilization": 0.182373046875,
|
| 1638 |
+
"time_sec": 47.91917824745178
|
| 1639 |
+
},
|
| 1640 |
+
{
|
| 1641 |
+
"epoch": 126,
|
| 1642 |
+
"loss": 0.3026172232394125,
|
| 1643 |
+
"recon_loss": 0.2432735387016745,
|
| 1644 |
+
"commit_loss": 0.029671843145407883,
|
| 1645 |
+
"embed_loss": 0.029671843145407883,
|
| 1646 |
+
"codebook_utilization": 0.2236328125,
|
| 1647 |
+
"lr": 3.0772839899857464e-05,
|
| 1648 |
+
"phase": "full_vq",
|
| 1649 |
+
"val_recon_loss": 0.24815468719372383,
|
| 1650 |
+
"val_utilization": 0.1796875,
|
| 1651 |
+
"time_sec": 48.62407684326172
|
| 1652 |
+
},
|
| 1653 |
+
{
|
| 1654 |
+
"epoch": 127,
|
| 1655 |
+
"loss": 0.30274081697650984,
|
| 1656 |
+
"recon_loss": 0.24313928712816799,
|
| 1657 |
+
"commit_loss": 0.02980076638506908,
|
| 1658 |
+
"embed_loss": 0.02980076638506908,
|
| 1659 |
+
"codebook_utilization": 0.22265625,
|
| 1660 |
+
"lr": 3.003177082171522e-05,
|
| 1661 |
+
"phase": "full_vq",
|
| 1662 |
+
"val_recon_loss": 0.2485698564694478,
|
| 1663 |
+
"val_utilization": 0.182861328125,
|
| 1664 |
+
"time_sec": 49.14924669265747
|
| 1665 |
+
},
|
| 1666 |
+
{
|
| 1667 |
+
"epoch": 128,
|
| 1668 |
+
"loss": 0.3033904345596538,
|
| 1669 |
+
"recon_loss": 0.24353516803068273,
|
| 1670 |
+
"commit_loss": 0.029927634944518406,
|
| 1671 |
+
"embed_loss": 0.029927634944518406,
|
| 1672 |
+
"codebook_utilization": 0.222900390625,
|
| 1673 |
+
"lr": 2.92958844985994e-05,
|
| 1674 |
+
"phase": "full_vq",
|
| 1675 |
+
"val_recon_loss": 0.24788776957071745,
|
| 1676 |
+
"val_utilization": 0.186767578125,
|
| 1677 |
+
"time_sec": 48.097257137298584
|
| 1678 |
+
},
|
| 1679 |
+
{
|
| 1680 |
+
"epoch": 129,
|
| 1681 |
+
"loss": 0.30307839956938054,
|
| 1682 |
+
"recon_loss": 0.24338933416441375,
|
| 1683 |
+
"commit_loss": 0.02984453153376486,
|
| 1684 |
+
"embed_loss": 0.02984453153376486,
|
| 1685 |
+
"codebook_utilization": 0.221923828125,
|
| 1686 |
+
"lr": 2.8565371929847304e-05,
|
| 1687 |
+
"phase": "full_vq",
|
| 1688 |
+
"val_recon_loss": 0.2479520451564055,
|
| 1689 |
+
"val_utilization": 0.1826171875,
|
| 1690 |
+
"time_sec": 49.522122859954834
|
| 1691 |
+
},
|
| 1692 |
+
{
|
| 1693 |
+
"epoch": 130,
|
| 1694 |
+
"loss": 0.30236775384229775,
|
| 1695 |
+
"recon_loss": 0.2426743489854476,
|
| 1696 |
+
"commit_loss": 0.029846701917110707,
|
| 1697 |
+
"embed_loss": 0.029846701917110707,
|
| 1698 |
+
"codebook_utilization": 0.221923828125,
|
| 1699 |
+
"lr": 2.7840422720037937e-05,
|
| 1700 |
+
"phase": "full_vq",
|
| 1701 |
+
"val_recon_loss": 0.24771552017101875,
|
| 1702 |
+
"val_utilization": 0.18359375,
|
| 1703 |
+
"time_sec": 47.526249170303345
|
| 1704 |
+
},
|
| 1705 |
+
{
|
| 1706 |
+
"epoch": 131,
|
| 1707 |
+
"loss": 0.30273402496880175,
|
| 1708 |
+
"recon_loss": 0.24275574701673844,
|
| 1709 |
+
"commit_loss": 0.02998913974300319,
|
| 1710 |
+
"embed_loss": 0.02998913974300319,
|
| 1711 |
+
"codebook_utilization": 0.221923828125,
|
| 1712 |
+
"lr": 2.7121225029780234e-05,
|
| 1713 |
+
"phase": "full_vq",
|
| 1714 |
+
"val_recon_loss": 0.24802619677323562,
|
| 1715 |
+
"val_utilization": 0.182861328125,
|
| 1716 |
+
"time_sec": 48.135313987731934
|
| 1717 |
+
},
|
| 1718 |
+
{
|
| 1719 |
+
"epoch": 132,
|
| 1720 |
+
"loss": 0.30300195252194123,
|
| 1721 |
+
"recon_loss": 0.24287309716729558,
|
| 1722 |
+
"commit_loss": 0.030064427202530934,
|
| 1723 |
+
"embed_loss": 0.030064427202530934,
|
| 1724 |
+
"codebook_utilization": 0.221923828125,
|
| 1725 |
+
"lr": 2.6407965526875892e-05,
|
| 1726 |
+
"phase": "full_vq",
|
| 1727 |
+
"val_recon_loss": 0.24807491898536682,
|
| 1728 |
+
"val_utilization": 0.184326171875,
|
| 1729 |
+
"time_sec": 49.173460721969604
|
| 1730 |
+
},
|
| 1731 |
+
{
|
| 1732 |
+
"epoch": 133,
|
| 1733 |
+
"loss": 0.3028263771066479,
|
| 1734 |
+
"recon_loss": 0.24281710386276245,
|
| 1735 |
+
"commit_loss": 0.0300046365488978,
|
| 1736 |
+
"embed_loss": 0.0300046365488978,
|
| 1737 |
+
"codebook_utilization": 0.2216796875,
|
| 1738 |
+
"lr": 2.570082933786969e-05,
|
| 1739 |
+
"phase": "full_vq",
|
| 1740 |
+
"val_recon_loss": 0.24734561145305634,
|
| 1741 |
+
"val_utilization": 0.18310546875,
|
| 1742 |
+
"time_sec": 48.65791296958923
|
| 1743 |
+
},
|
| 1744 |
+
{
|
| 1745 |
+
"epoch": 134,
|
| 1746 |
+
"loss": 0.3030599104423149,
|
| 1747 |
+
"recon_loss": 0.24260777030505387,
|
| 1748 |
+
"commit_loss": 0.030226069411226346,
|
| 1749 |
+
"embed_loss": 0.030226069411226346,
|
| 1750 |
+
"codebook_utilization": 0.221923828125,
|
| 1751 |
+
"lr": 2.5000000000000008e-05,
|
| 1752 |
+
"phase": "full_vq",
|
| 1753 |
+
"val_recon_loss": 0.24709115005456483,
|
| 1754 |
+
"val_utilization": 0.18359375,
|
| 1755 |
+
"time_sec": 48.861212730407715
|
| 1756 |
+
},
|
| 1757 |
+
{
|
| 1758 |
+
"epoch": 135,
|
| 1759 |
+
"loss": 0.30314985443564024,
|
| 1760 |
+
"recon_loss": 0.24275903754374561,
|
| 1761 |
+
"commit_loss": 0.03019540844594731,
|
| 1762 |
+
"embed_loss": 0.03019540844594731,
|
| 1763 |
+
"codebook_utilization": 0.2216796875,
|
| 1764 |
+
"lr": 2.4305659413561568e-05,
|
| 1765 |
+
"phase": "full_vq",
|
| 1766 |
+
"val_recon_loss": 0.24765535157460433,
|
| 1767 |
+
"val_utilization": 0.18505859375,
|
| 1768 |
+
"time_sec": 48.81813931465149
|
| 1769 |
+
},
|
| 1770 |
+
{
|
| 1771 |
+
"epoch": 136,
|
| 1772 |
+
"loss": 0.304226009869108,
|
| 1773 |
+
"recon_loss": 0.2426794264830795,
|
| 1774 |
+
"commit_loss": 0.03077329216780616,
|
| 1775 |
+
"embed_loss": 0.03077329216780616,
|
| 1776 |
+
"codebook_utilization": 0.220947265625,
|
| 1777 |
+
"lr": 2.3617987794693356e-05,
|
| 1778 |
+
"phase": "full_vq",
|
| 1779 |
+
"val_recon_loss": 0.2475110269509829,
|
| 1780 |
+
"val_utilization": 0.18408203125,
|
| 1781 |
+
"time_sec": 49.449166774749756
|
| 1782 |
+
},
|
| 1783 |
+
{
|
| 1784 |
+
"epoch": 137,
|
| 1785 |
+
"loss": 0.3034880996919146,
|
| 1786 |
+
"recon_loss": 0.24238746511001213,
|
| 1787 |
+
"commit_loss": 0.030550315830053066,
|
| 1788 |
+
"embed_loss": 0.030550315830053066,
|
| 1789 |
+
"codebook_utilization": 0.220947265625,
|
| 1790 |
+
"lr": 2.2937163628603435e-05,
|
| 1791 |
+
"phase": "full_vq",
|
| 1792 |
+
"val_recon_loss": 0.2475822063592764,
|
| 1793 |
+
"val_utilization": 0.182861328125,
|
| 1794 |
+
"time_sec": 50.61092662811279
|
| 1795 |
+
},
|
| 1796 |
+
{
|
| 1797 |
+
"epoch": 138,
|
| 1798 |
+
"loss": 0.30376631021499634,
|
| 1799 |
+
"recon_loss": 0.24225654496866114,
|
| 1800 |
+
"commit_loss": 0.0307548830979595,
|
| 1801 |
+
"embed_loss": 0.0307548830979595,
|
| 1802 |
+
"codebook_utilization": 0.221435546875,
|
| 1803 |
+
"lr": 2.2263363623243054e-05,
|
| 1804 |
+
"phase": "full_vq",
|
| 1805 |
+
"val_recon_loss": 0.24704946119051713,
|
| 1806 |
+
"val_utilization": 0.18359375,
|
| 1807 |
+
"time_sec": 50.30013942718506
|
| 1808 |
+
},
|
| 1809 |
+
{
|
| 1810 |
+
"epoch": 139,
|
| 1811 |
+
"loss": 0.30381928355086085,
|
| 1812 |
+
"recon_loss": 0.24237151853009767,
|
| 1813 |
+
"commit_loss": 0.030723882473859133,
|
| 1814 |
+
"embed_loss": 0.030723882473859133,
|
| 1815 |
+
"codebook_utilization": 0.2216796875,
|
| 1816 |
+
"lr": 2.1596762663442214e-05,
|
| 1817 |
+
"phase": "full_vq",
|
| 1818 |
+
"val_recon_loss": 0.24778547539160803,
|
| 1819 |
+
"val_utilization": 0.18359375,
|
| 1820 |
+
"time_sec": 49.365148067474365
|
| 1821 |
+
},
|
| 1822 |
+
{
|
| 1823 |
+
"epoch": 140,
|
| 1824 |
+
"loss": 0.30365436451107847,
|
| 1825 |
+
"recon_loss": 0.24222724256562253,
|
| 1826 |
+
"commit_loss": 0.030713559584874733,
|
| 1827 |
+
"embed_loss": 0.030713559584874733,
|
| 1828 |
+
"codebook_utilization": 0.220703125,
|
| 1829 |
+
"lr": 2.0937533765518167e-05,
|
| 1830 |
+
"phase": "full_vq",
|
| 1831 |
+
"val_recon_loss": 0.2473998528260451,
|
| 1832 |
+
"val_utilization": 0.181640625,
|
| 1833 |
+
"time_sec": 46.48232817649841
|
| 1834 |
+
},
|
| 1835 |
+
{
|
| 1836 |
+
"epoch": 141,
|
| 1837 |
+
"loss": 0.30363455531643885,
|
| 1838 |
+
"recon_loss": 0.2422852092513851,
|
| 1839 |
+
"commit_loss": 0.030674672630779883,
|
| 1840 |
+
"embed_loss": 0.030674672630779883,
|
| 1841 |
+
"codebook_utilization": 0.220947265625,
|
| 1842 |
+
"lr": 2.0285848032369133e-05,
|
| 1843 |
+
"phase": "full_vq",
|
| 1844 |
+
"val_recon_loss": 0.24757225926105791,
|
| 1845 |
+
"val_utilization": 0.183837890625,
|
| 1846 |
+
"time_sec": 45.080886125564575
|
| 1847 |
+
},
|
| 1848 |
+
{
|
| 1849 |
+
"epoch": 142,
|
| 1850 |
+
"loss": 0.30396323110543044,
|
| 1851 |
+
"recon_loss": 0.24214003395800496,
|
| 1852 |
+
"commit_loss": 0.030911598865892374,
|
| 1853 |
+
"embed_loss": 0.030911598865892374,
|
| 1854 |
+
"codebook_utilization": 0.220703125,
|
| 1855 |
+
"lr": 1.964187460906444e-05,
|
| 1856 |
+
"phase": "full_vq",
|
| 1857 |
+
"val_recon_loss": 0.24763313623575064,
|
| 1858 |
+
"val_utilization": 0.181884765625,
|
| 1859 |
+
"time_sec": 46.7608060836792
|
| 1860 |
+
},
|
| 1861 |
+
{
|
| 1862 |
+
"epoch": 143,
|
| 1863 |
+
"loss": 0.3039931374437669,
|
| 1864 |
+
"recon_loss": 0.24211384940381145,
|
| 1865 |
+
"commit_loss": 0.030939644567814527,
|
| 1866 |
+
"embed_loss": 0.030939644567814527,
|
| 1867 |
+
"codebook_utilization": 0.2216796875,
|
| 1868 |
+
"lr": 1.9005780638942995e-05,
|
| 1869 |
+
"phase": "full_vq",
|
| 1870 |
+
"val_recon_loss": 0.2471015052153514,
|
| 1871 |
+
"val_utilization": 0.182861328125,
|
| 1872 |
+
"time_sec": 47.657753705978394
|
| 1873 |
+
},
|
| 1874 |
+
{
|
| 1875 |
+
"epoch": 144,
|
| 1876 |
+
"loss": 0.3041202864226173,
|
| 1877 |
+
"recon_loss": 0.24207541667947582,
|
| 1878 |
+
"commit_loss": 0.031022435127227913,
|
| 1879 |
+
"embed_loss": 0.031022435127227913,
|
| 1880 |
+
"codebook_utilization": 0.220703125,
|
| 1881 |
+
"lr": 1.837773122023114e-05,
|
| 1882 |
+
"phase": "full_vq",
|
| 1883 |
+
"val_recon_loss": 0.24735069504150978,
|
| 1884 |
+
"val_utilization": 0.183837890625,
|
| 1885 |
+
"time_sec": 45.71464681625366
|
| 1886 |
+
},
|
| 1887 |
+
{
|
| 1888 |
+
"epoch": 145,
|
| 1889 |
+
"loss": 0.3045578429511949,
|
| 1890 |
+
"recon_loss": 0.24211594959100088,
|
| 1891 |
+
"commit_loss": 0.031220946753141927,
|
| 1892 |
+
"embed_loss": 0.031220946753141927,
|
| 1893 |
+
"codebook_utilization": 0.2197265625,
|
| 1894 |
+
"lr": 1.775788936319148e-05,
|
| 1895 |
+
"phase": "full_vq",
|
| 1896 |
+
"val_recon_loss": 0.24681614568600288,
|
| 1897 |
+
"val_utilization": 0.1845703125,
|
| 1898 |
+
"time_sec": 46.50504207611084
|
| 1899 |
+
},
|
| 1900 |
+
{
|
| 1901 |
+
"epoch": 146,
|
| 1902 |
+
"loss": 0.30445228838453103,
|
| 1903 |
+
"recon_loss": 0.24190833580260182,
|
| 1904 |
+
"commit_loss": 0.03127197647357688,
|
| 1905 |
+
"embed_loss": 0.03127197647357688,
|
| 1906 |
+
"codebook_utilization": 0.220947265625,
|
| 1907 |
+
"lr": 1.714641594781347e-05,
|
| 1908 |
+
"phase": "full_vq",
|
| 1909 |
+
"val_recon_loss": 0.24688133597373962,
|
| 1910 |
+
"val_utilization": 0.181884765625,
|
| 1911 |
+
"time_sec": 46.81335687637329
|
| 1912 |
+
},
|
| 1913 |
+
{
|
| 1914 |
+
"epoch": 147,
|
| 1915 |
+
"loss": 0.30401302085203286,
|
| 1916 |
+
"recon_loss": 0.24176964485177807,
|
| 1917 |
+
"commit_loss": 0.031121688621009096,
|
| 1918 |
+
"embed_loss": 0.031121688621009096,
|
| 1919 |
+
"codebook_utilization": 0.2216796875,
|
| 1920 |
+
"lr": 1.654346968205709e-05,
|
| 1921 |
+
"phase": "full_vq",
|
| 1922 |
+
"val_recon_loss": 0.2471463428093837,
|
| 1923 |
+
"val_utilization": 0.184326171875,
|
| 1924 |
+
"time_sec": 46.61048150062561
|
| 1925 |
+
},
|
| 1926 |
+
{
|
| 1927 |
+
"epoch": 148,
|
| 1928 |
+
"loss": 0.30409211504693123,
|
| 1929 |
+
"recon_loss": 0.24158454204306884,
|
| 1930 |
+
"commit_loss": 0.031253786684543476,
|
| 1931 |
+
"embed_loss": 0.031253786684543476,
|
| 1932 |
+
"codebook_utilization": 0.220947265625,
|
| 1933 |
+
"lr": 1.5949207060660148e-05,
|
| 1934 |
+
"phase": "full_vq",
|
| 1935 |
+
"val_recon_loss": 0.24736738892701957,
|
| 1936 |
+
"val_utilization": 0.18310546875,
|
| 1937 |
+
"time_sec": 47.3840548992157
|
| 1938 |
+
},
|
| 1939 |
+
{
|
| 1940 |
+
"epoch": 149,
|
| 1941 |
+
"loss": 0.3043592572212219,
|
| 1942 |
+
"recon_loss": 0.24159174865367367,
|
| 1943 |
+
"commit_loss": 0.0313837544663864,
|
| 1944 |
+
"embed_loss": 0.0313837544663864,
|
| 1945 |
+
"codebook_utilization": 0.220947265625,
|
| 1946 |
+
"lr": 1.536378232452003e-05,
|
| 1947 |
+
"phase": "full_vq",
|
| 1948 |
+
"val_recon_loss": 0.24695723217267257,
|
| 1949 |
+
"val_utilization": 0.18310546875,
|
| 1950 |
+
"time_sec": 45.059221506118774
|
| 1951 |
+
},
|
| 1952 |
+
{
|
| 1953 |
+
"epoch": 150,
|
| 1954 |
+
"loss": 0.30416933753911185,
|
| 1955 |
+
"recon_loss": 0.24157329341944525,
|
| 1956 |
+
"commit_loss": 0.03129802100068214,
|
| 1957 |
+
"embed_loss": 0.03129802100068214,
|
| 1958 |
+
"codebook_utilization": 0.220458984375,
|
| 1959 |
+
"lr": 1.478734742066054e-05,
|
| 1960 |
+
"phase": "full_vq",
|
| 1961 |
+
"val_recon_loss": 0.2472969373831382,
|
| 1962 |
+
"val_utilization": 0.1845703125,
|
| 1963 |
+
"time_sec": 46.76996731758118
|
| 1964 |
+
},
|
| 1965 |
+
{
|
| 1966 |
+
"epoch": 151,
|
| 1967 |
+
"loss": 0.3044133408396852,
|
| 1968 |
+
"recon_loss": 0.24150650407753738,
|
| 1969 |
+
"commit_loss": 0.031453419586314875,
|
| 1970 |
+
"embed_loss": 0.031453419586314875,
|
| 1971 |
+
"codebook_utilization": 0.220703125,
|
| 1972 |
+
"lr": 1.4220051962793949e-05,
|
| 1973 |
+
"phase": "full_vq",
|
| 1974 |
+
"val_recon_loss": 0.24714479194237635,
|
| 1975 |
+
"val_utilization": 0.183837890625,
|
| 1976 |
+
"time_sec": 47.58507513999939
|
| 1977 |
+
},
|
| 1978 |
+
{
|
| 1979 |
+
"epoch": 152,
|
| 1980 |
+
"loss": 0.3045247682169372,
|
| 1981 |
+
"recon_loss": 0.24158037380844938,
|
| 1982 |
+
"commit_loss": 0.031472196948586724,
|
| 1983 |
+
"embed_loss": 0.031472196948586724,
|
| 1984 |
+
"codebook_utilization": 0.22021484375,
|
| 1985 |
+
"lr": 1.3662043192488835e-05,
|
| 1986 |
+
"phase": "full_vq",
|
| 1987 |
+
"val_recon_loss": 0.24677677337939924,
|
| 1988 |
+
"val_utilization": 0.1865234375,
|
| 1989 |
+
"time_sec": 47.2166223526001
|
| 1990 |
+
},
|
| 1991 |
+
{
|
| 1992 |
+
"epoch": 153,
|
| 1993 |
+
"loss": 0.3043605843011071,
|
| 1994 |
+
"recon_loss": 0.24142262953169205,
|
| 1995 |
+
"commit_loss": 0.031468977056005425,
|
| 1996 |
+
"embed_loss": 0.031468977056005425,
|
| 1997 |
+
"codebook_utilization": 0.219970703125,
|
| 1998 |
+
"lr": 1.3113465940953492e-05,
|
| 1999 |
+
"phase": "full_vq",
|
| 2000 |
+
"val_recon_loss": 0.24657305845847496,
|
| 2001 |
+
"val_utilization": 0.181884765625,
|
| 2002 |
+
"time_sec": 47.24207806587219
|
| 2003 |
+
},
|
| 2004 |
+
{
|
| 2005 |
+
"epoch": 154,
|
| 2006 |
+
"loss": 0.30447067641744424,
|
| 2007 |
+
"recon_loss": 0.24142640536906673,
|
| 2008 |
+
"commit_loss": 0.03152213526853159,
|
| 2009 |
+
"embed_loss": 0.03152213526853159,
|
| 2010 |
+
"codebook_utilization": 0.220703125,
|
| 2011 |
+
"lr": 1.2574462591444937e-05,
|
| 2012 |
+
"phase": "full_vq",
|
| 2013 |
+
"val_recon_loss": 0.24718056389918694,
|
| 2014 |
+
"val_utilization": 0.184814453125,
|
| 2015 |
+
"time_sec": 47.69112420082092
|
| 2016 |
+
},
|
| 2017 |
+
{
|
| 2018 |
+
"epoch": 155,
|
| 2019 |
+
"loss": 0.30477023416874455,
|
| 2020 |
+
"recon_loss": 0.24140178163846335,
|
| 2021 |
+
"commit_loss": 0.031684226776454966,
|
| 2022 |
+
"embed_loss": 0.031684226776454966,
|
| 2023 |
+
"codebook_utilization": 0.219970703125,
|
| 2024 |
+
"lr": 1.2045173042313425e-05,
|
| 2025 |
+
"phase": "full_vq",
|
| 2026 |
+
"val_recon_loss": 0.24684409682567304,
|
| 2027 |
+
"val_utilization": 0.182861328125,
|
| 2028 |
+
"time_sec": 48.42423105239868
|
| 2029 |
+
},
|
| 2030 |
+
{
|
| 2031 |
+
"epoch": 156,
|
| 2032 |
+
"loss": 0.3046512428451987,
|
| 2033 |
+
"recon_loss": 0.241388949693418,
|
| 2034 |
+
"commit_loss": 0.03163114675850261,
|
| 2035 |
+
"embed_loss": 0.03163114675850261,
|
| 2036 |
+
"codebook_utilization": 0.219970703125,
|
| 2037 |
+
"lr": 1.1525734670691714e-05,
|
| 2038 |
+
"phase": "full_vq",
|
| 2039 |
+
"val_recon_loss": 0.2468604938342021,
|
| 2040 |
+
"val_utilization": 0.184814453125,
|
| 2041 |
+
"time_sec": 47.058255434036255
|
| 2042 |
+
},
|
| 2043 |
+
{
|
| 2044 |
+
"epoch": 157,
|
| 2045 |
+
"loss": 0.30505996416596803,
|
| 2046 |
+
"recon_loss": 0.24163535120440463,
|
| 2047 |
+
"commit_loss": 0.03171230585989999,
|
| 2048 |
+
"embed_loss": 0.03171230585989999,
|
| 2049 |
+
"codebook_utilization": 0.220458984375,
|
| 2050 |
+
"lr": 1.1016282296838872e-05,
|
| 2051 |
+
"phase": "full_vq",
|
| 2052 |
+
"val_recon_loss": 0.24692615981285387,
|
| 2053 |
+
"val_utilization": 0.1845703125,
|
| 2054 |
+
"time_sec": 48.85962629318237
|
| 2055 |
+
},
|
| 2056 |
+
{
|
| 2057 |
+
"epoch": 158,
|
| 2058 |
+
"loss": 0.3047319282503689,
|
| 2059 |
+
"recon_loss": 0.24128261150098315,
|
| 2060 |
+
"commit_loss": 0.03172465669466,
|
| 2061 |
+
"embed_loss": 0.03172465669466,
|
| 2062 |
+
"codebook_utilization": 0.2197265625,
|
| 2063 |
+
"lr": 1.051694814914775e-05,
|
| 2064 |
+
"phase": "full_vq",
|
| 2065 |
+
"val_recon_loss": 0.24680422017207512,
|
| 2066 |
+
"val_utilization": 0.186279296875,
|
| 2067 |
+
"time_sec": 47.58470416069031
|
| 2068 |
+
},
|
| 2069 |
+
{
|
| 2070 |
+
"epoch": 159,
|
| 2071 |
+
"loss": 0.305074086376265,
|
| 2072 |
+
"recon_loss": 0.24131639593956516,
|
| 2073 |
+
"commit_loss": 0.03187884463399064,
|
| 2074 |
+
"embed_loss": 0.03187884463399064,
|
| 2075 |
+
"codebook_utilization": 0.22021484375,
|
| 2076 |
+
"lr": 1.002786182982495e-05,
|
| 2077 |
+
"phase": "full_vq",
|
| 2078 |
+
"val_recon_loss": 0.24687475653795096,
|
| 2079 |
+
"val_utilization": 0.18359375,
|
| 2080 |
+
"time_sec": 46.899904012680054
|
| 2081 |
+
},
|
| 2082 |
+
{
|
| 2083 |
+
"epoch": 160,
|
| 2084 |
+
"loss": 0.30493279473454343,
|
| 2085 |
+
"recon_loss": 0.2412821378778009,
|
| 2086 |
+
"commit_loss": 0.0318253295240449,
|
| 2087 |
+
"embed_loss": 0.0318253295240449,
|
| 2088 |
+
"codebook_utilization": 0.220458984375,
|
| 2089 |
+
"lr": 9.549150281252631e-06,
|
| 2090 |
+
"phase": "full_vq",
|
| 2091 |
+
"val_recon_loss": 0.24676664402851692,
|
| 2092 |
+
"val_utilization": 0.184814453125,
|
| 2093 |
+
"time_sec": 47.877979040145874
|
| 2094 |
+
},
|
| 2095 |
+
{
|
| 2096 |
+
"epoch": 161,
|
| 2097 |
+
"loss": 0.3051188383616653,
|
| 2098 |
+
"recon_loss": 0.24118808379360274,
|
| 2099 |
+
"commit_loss": 0.03196537874492945,
|
| 2100 |
+
"embed_loss": 0.03196537874492945,
|
| 2101 |
+
"codebook_utilization": 0.22021484375,
|
| 2102 |
+
"lr": 9.080937753040662e-06,
|
| 2103 |
+
"phase": "full_vq",
|
| 2104 |
+
"val_recon_loss": 0.24653198168827936,
|
| 2105 |
+
"val_utilization": 0.184326171875,
|
| 2106 |
+
"time_sec": 49.28059220314026
|
| 2107 |
+
},
|
| 2108 |
+
{
|
| 2109 |
+
"epoch": 162,
|
| 2110 |
+
"loss": 0.3049393664388096,
|
| 2111 |
+
"recon_loss": 0.24099352634420582,
|
| 2112 |
+
"commit_loss": 0.03197291946294261,
|
| 2113 |
+
"embed_loss": 0.03197291946294261,
|
| 2114 |
+
"codebook_utilization": 0.22021484375,
|
| 2115 |
+
"lr": 8.62334576977751e-06,
|
| 2116 |
+
"phase": "full_vq",
|
| 2117 |
+
"val_recon_loss": 0.24671129996959978,
|
| 2118 |
+
"val_utilization": 0.18505859375,
|
| 2119 |
+
"time_sec": 48.106534242630005
|
| 2120 |
+
},
|
| 2121 |
+
{
|
| 2122 |
+
"epoch": 163,
|
| 2123 |
+
"loss": 0.30524564782778424,
|
| 2124 |
+
"recon_loss": 0.24120154071087932,
|
| 2125 |
+
"commit_loss": 0.0320220530471381,
|
| 2126 |
+
"embed_loss": 0.0320220530471381,
|
| 2127 |
+
"codebook_utilization": 0.2197265625,
|
| 2128 |
+
"lr": 8.176493099488661e-06,
|
| 2129 |
+
"phase": "full_vq",
|
| 2130 |
+
"val_recon_loss": 0.24669795540662912,
|
| 2131 |
+
"val_utilization": 0.18359375,
|
| 2132 |
+
"time_sec": 47.48547387123108
|
| 2133 |
+
},
|
| 2134 |
+
{
|
| 2135 |
+
"epoch": 164,
|
| 2136 |
+
"loss": 0.30536650734789234,
|
| 2137 |
+
"recon_loss": 0.24124695419096479,
|
| 2138 |
+
"commit_loss": 0.03205977610367186,
|
| 2139 |
+
"embed_loss": 0.03205977610367186,
|
| 2140 |
+
"codebook_utilization": 0.2197265625,
|
| 2141 |
+
"lr": 7.740495722810268e-06,
|
| 2142 |
+
"phase": "full_vq",
|
| 2143 |
+
"val_recon_loss": 0.2465652869297908,
|
| 2144 |
+
"val_utilization": 0.184326171875,
|
| 2145 |
+
"time_sec": 45.63185739517212
|
| 2146 |
+
},
|
| 2147 |
+
{
|
| 2148 |
+
"epoch": 165,
|
| 2149 |
+
"loss": 0.30516086723290237,
|
| 2150 |
+
"recon_loss": 0.24114423610416114,
|
| 2151 |
+
"commit_loss": 0.03200831596611762,
|
| 2152 |
+
"embed_loss": 0.03200831596611762,
|
| 2153 |
+
"codebook_utilization": 0.2197265625,
|
| 2154 |
+
"lr": 7.315466802886386e-06,
|
| 2155 |
+
"phase": "full_vq",
|
| 2156 |
+
"val_recon_loss": 0.24668536621790665,
|
| 2157 |
+
"val_utilization": 0.183837890625,
|
| 2158 |
+
"time_sec": 46.74771308898926
|
| 2159 |
+
},
|
| 2160 |
+
{
|
| 2161 |
+
"epoch": 166,
|
| 2162 |
+
"loss": 0.30522307811998856,
|
| 2163 |
+
"recon_loss": 0.24109522384755752,
|
| 2164 |
+
"commit_loss": 0.032063927464917596,
|
| 2165 |
+
"embed_loss": 0.032063927464917596,
|
| 2166 |
+
"codebook_utilization": 0.220458984375,
|
| 2167 |
+
"lr": 6.901516655997545e-06,
|
| 2168 |
+
"phase": "full_vq",
|
| 2169 |
+
"val_recon_loss": 0.24656208891134995,
|
| 2170 |
+
"val_utilization": 0.184326171875,
|
| 2171 |
+
"time_sec": 47.7575261592865
|
| 2172 |
+
},
|
| 2173 |
+
{
|
| 2174 |
+
"epoch": 167,
|
| 2175 |
+
"loss": 0.3054830934487137,
|
| 2176 |
+
"recon_loss": 0.24122415833613453,
|
| 2177 |
+
"commit_loss": 0.032129466387571075,
|
| 2178 |
+
"embed_loss": 0.032129466387571075,
|
| 2179 |
+
"codebook_utilization": 0.219970703125,
|
| 2180 |
+
"lr": 6.4987527229280395e-06,
|
| 2181 |
+
"phase": "full_vq",
|
| 2182 |
+
"val_recon_loss": 0.24661564941589648,
|
| 2183 |
+
"val_utilization": 0.184814453125,
|
| 2184 |
+
"time_sec": 47.754785776138306
|
| 2185 |
+
},
|
| 2186 |
+
{
|
| 2187 |
+
"epoch": 168,
|
| 2188 |
+
"loss": 0.3055601499828638,
|
| 2189 |
+
"recon_loss": 0.24107691265788733,
|
| 2190 |
+
"commit_loss": 0.03224161910075767,
|
| 2191 |
+
"embed_loss": 0.03224161910075767,
|
| 2192 |
+
"codebook_utilization": 0.219482421875,
|
| 2193 |
+
"lr": 6.107279541079777e-06,
|
| 2194 |
+
"phase": "full_vq",
|
| 2195 |
+
"val_recon_loss": 0.246795192360878,
|
| 2196 |
+
"val_utilization": 0.18505859375,
|
| 2197 |
+
"time_sec": 45.297162771224976
|
| 2198 |
+
},
|
| 2199 |
+
{
|
| 2200 |
+
"epoch": 169,
|
| 2201 |
+
"loss": 0.3054829397622277,
|
| 2202 |
+
"recon_loss": 0.24103103519654742,
|
| 2203 |
+
"commit_loss": 0.03222595202718295,
|
| 2204 |
+
"embed_loss": 0.03222595202718295,
|
| 2205 |
+
"codebook_utilization": 0.2197265625,
|
| 2206 |
+
"lr": 5.727198717339518e-06,
|
| 2207 |
+
"phase": "full_vq",
|
| 2208 |
+
"val_recon_loss": 0.24653366322700793,
|
| 2209 |
+
"val_utilization": 0.1845703125,
|
| 2210 |
+
"time_sec": 46.21055722236633
|
| 2211 |
+
},
|
| 2212 |
+
{
|
| 2213 |
+
"epoch": 170,
|
| 2214 |
+
"loss": 0.30541764988618736,
|
| 2215 |
+
"recon_loss": 0.24095032320303075,
|
| 2216 |
+
"commit_loss": 0.03223366440072948,
|
| 2217 |
+
"embed_loss": 0.03223366440072948,
|
| 2218 |
+
"codebook_utilization": 0.21875,
|
| 2219 |
+
"lr": 5.358608901706794e-06,
|
| 2220 |
+
"phase": "full_vq",
|
| 2221 |
+
"val_recon_loss": 0.24648518974964434,
|
| 2222 |
+
"val_utilization": 0.184326171875,
|
| 2223 |
+
"time_sec": 47.754228353500366
|
| 2224 |
+
},
|
| 2225 |
+
{
|
| 2226 |
+
"epoch": 171,
|
| 2227 |
+
"loss": 0.3055083266660279,
|
| 2228 |
+
"recon_loss": 0.24096162821732314,
|
| 2229 |
+
"commit_loss": 0.03227335130613224,
|
| 2230 |
+
"embed_loss": 0.03227335130613224,
|
| 2231 |
+
"codebook_utilization": 0.218994140625,
|
| 2232 |
+
"lr": 5.001605761689385e-06,
|
| 2233 |
+
"phase": "full_vq",
|
| 2234 |
+
"val_recon_loss": 0.2468345589362658,
|
| 2235 |
+
"val_utilization": 0.18603515625,
|
| 2236 |
+
"time_sec": 46.85165524482727
|
| 2237 |
+
},
|
| 2238 |
+
{
|
| 2239 |
+
"epoch": 172,
|
| 2240 |
+
"loss": 0.30541246252901416,
|
| 2241 |
+
"recon_loss": 0.24084528199597902,
|
| 2242 |
+
"commit_loss": 0.03228359169089327,
|
| 2243 |
+
"embed_loss": 0.03228359169089327,
|
| 2244 |
+
"codebook_utilization": 0.218994140625,
|
| 2245 |
+
"lr": 4.656281957472728e-06,
|
| 2246 |
+
"phase": "full_vq",
|
| 2247 |
+
"val_recon_loss": 0.24658531638292167,
|
| 2248 |
+
"val_utilization": 0.1865234375,
|
| 2249 |
+
"time_sec": 45.791006088256836
|
| 2250 |
+
},
|
| 2251 |
+
{
|
| 2252 |
+
"epoch": 173,
|
| 2253 |
+
"loss": 0.3054757223409765,
|
| 2254 |
+
"recon_loss": 0.24092271953236824,
|
| 2255 |
+
"commit_loss": 0.0322765015869164,
|
| 2256 |
+
"embed_loss": 0.0322765015869164,
|
| 2257 |
+
"codebook_utilization": 0.21923828125,
|
| 2258 |
+
"lr": 4.322727117869949e-06,
|
| 2259 |
+
"phase": "full_vq",
|
| 2260 |
+
"val_recon_loss": 0.2463932312451876,
|
| 2261 |
+
"val_utilization": 0.1845703125,
|
| 2262 |
+
"time_sec": 46.77355599403381
|
| 2263 |
+
},
|
| 2264 |
+
{
|
| 2265 |
+
"epoch": 174,
|
| 2266 |
+
"loss": 0.3055362193023457,
|
| 2267 |
+
"recon_loss": 0.24084466987965153,
|
| 2268 |
+
"commit_loss": 0.03234577493048182,
|
| 2269 |
+
"embed_loss": 0.03234577493048182,
|
| 2270 |
+
"codebook_utilization": 0.21923828125,
|
| 2271 |
+
"lr": 4.0010278170587865e-06,
|
| 2272 |
+
"phase": "full_vq",
|
| 2273 |
+
"val_recon_loss": 0.24642541660712317,
|
| 2274 |
+
"val_utilization": 0.18408203125,
|
| 2275 |
+
"time_sec": 47.291191816329956
|
| 2276 |
+
},
|
| 2277 |
+
{
|
| 2278 |
+
"epoch": 175,
|
| 2279 |
+
"loss": 0.30543482829542723,
|
| 2280 |
+
"recon_loss": 0.24080353390936757,
|
| 2281 |
+
"commit_loss": 0.03231564573213166,
|
| 2282 |
+
"embed_loss": 0.03231564573213166,
|
| 2283 |
+
"codebook_utilization": 0.2197265625,
|
| 2284 |
+
"lr": 3.6912675521111804e-06,
|
| 2285 |
+
"phase": "full_vq",
|
| 2286 |
+
"val_recon_loss": 0.24655043276456687,
|
| 2287 |
+
"val_utilization": 0.1845703125,
|
| 2288 |
+
"time_sec": 46.936854124069214
|
| 2289 |
+
},
|
| 2290 |
+
{
|
| 2291 |
+
"epoch": 176,
|
| 2292 |
+
"loss": 0.3055465192187066,
|
| 2293 |
+
"recon_loss": 0.24077600006963693,
|
| 2294 |
+
"commit_loss": 0.032385260670208464,
|
| 2295 |
+
"embed_loss": 0.032385260670208464,
|
| 2296 |
+
"codebook_utilization": 0.21875,
|
| 2297 |
+
"lr": 3.393526721321614e-06,
|
| 2298 |
+
"phase": "full_vq",
|
| 2299 |
+
"val_recon_loss": 0.2467047904546444,
|
| 2300 |
+
"val_utilization": 0.185791015625,
|
| 2301 |
+
"time_sec": 45.46668100357056
|
| 2302 |
+
},
|
| 2303 |
+
{
|
| 2304 |
+
"epoch": 177,
|
| 2305 |
+
"loss": 0.3057172917852215,
|
| 2306 |
+
"recon_loss": 0.2408869146716361,
|
| 2307 |
+
"commit_loss": 0.0324151891046295,
|
| 2308 |
+
"embed_loss": 0.0324151891046295,
|
| 2309 |
+
"codebook_utilization": 0.2197265625,
|
| 2310 |
+
"lr": 3.1078826033397826e-06,
|
| 2311 |
+
"phase": "full_vq",
|
| 2312 |
+
"val_recon_loss": 0.24667876385725462,
|
| 2313 |
+
"val_utilization": 0.185546875,
|
| 2314 |
+
"time_sec": 45.404324531555176
|
| 2315 |
+
},
|
| 2316 |
+
{
|
| 2317 |
+
"epoch": 178,
|
| 2318 |
+
"loss": 0.30570807351785545,
|
| 2319 |
+
"recon_loss": 0.24085690753132688,
|
| 2320 |
+
"commit_loss": 0.032425583175876564,
|
| 2321 |
+
"embed_loss": 0.032425583175876564,
|
| 2322 |
+
"codebook_utilization": 0.21875,
|
| 2323 |
+
"lr": 2.834409337112846e-06,
|
| 2324 |
+
"phase": "full_vq",
|
| 2325 |
+
"val_recon_loss": 0.24646423413203314,
|
| 2326 |
+
"val_utilization": 0.185546875,
|
| 2327 |
+
"time_sec": 47.09632229804993
|
| 2328 |
+
},
|
| 2329 |
+
{
|
| 2330 |
+
"epoch": 179,
|
| 2331 |
+
"loss": 0.3056108349678563,
|
| 2332 |
+
"recon_loss": 0.2407783240664239,
|
| 2333 |
+
"commit_loss": 0.032416255377671295,
|
| 2334 |
+
"embed_loss": 0.032416255377671295,
|
| 2335 |
+
"codebook_utilization": 0.218994140625,
|
| 2336 |
+
"lr": 2.57317790264273e-06,
|
| 2337 |
+
"phase": "full_vq",
|
| 2338 |
+
"val_recon_loss": 0.24667887962781465,
|
| 2339 |
+
"val_utilization": 0.185546875,
|
| 2340 |
+
"time_sec": 47.75557231903076
|
| 2341 |
+
},
|
| 2342 |
+
{
|
| 2343 |
+
"epoch": 180,
|
| 2344 |
+
"loss": 0.30572008969737036,
|
| 2345 |
+
"recon_loss": 0.24083752637984707,
|
| 2346 |
+
"commit_loss": 0.03244128297356998,
|
| 2347 |
+
"embed_loss": 0.03244128297356998,
|
| 2348 |
+
"codebook_utilization": 0.218994140625,
|
| 2349 |
+
"lr": 2.324256102563187e-06,
|
| 2350 |
+
"phase": "full_vq",
|
| 2351 |
+
"val_recon_loss": 0.24677492678165436,
|
| 2352 |
+
"val_utilization": 0.186767578125,
|
| 2353 |
+
"time_sec": 46.7584228515625
|
| 2354 |
+
},
|
| 2355 |
+
{
|
| 2356 |
+
"epoch": 181,
|
| 2357 |
+
"loss": 0.3058477476531384,
|
| 2358 |
+
"recon_loss": 0.24080230061914407,
|
| 2359 |
+
"commit_loss": 0.032522723115250174,
|
| 2360 |
+
"embed_loss": 0.032522723115250174,
|
| 2361 |
+
"codebook_utilization": 0.21923828125,
|
| 2362 |
+
"lr": 2.0877085445416877e-06,
|
| 2363 |
+
"phase": "full_vq",
|
| 2364 |
+
"val_recon_loss": 0.24674974038050726,
|
| 2365 |
+
"val_utilization": 0.185791015625,
|
| 2366 |
+
"time_sec": 46.70277667045593
|
| 2367 |
+
},
|
| 2368 |
+
{
|
| 2369 |
+
"epoch": 182,
|
| 2370 |
+
"loss": 0.30580803576637716,
|
| 2371 |
+
"recon_loss": 0.24082145766884672,
|
| 2372 |
+
"commit_loss": 0.032493290107916385,
|
| 2373 |
+
"embed_loss": 0.032493290107916385,
|
| 2374 |
+
"codebook_utilization": 0.21923828125,
|
| 2375 |
+
"lr": 1.8635966245104596e-06,
|
| 2376 |
+
"phase": "full_vq",
|
| 2377 |
+
"val_recon_loss": 0.24670579456366026,
|
| 2378 |
+
"val_utilization": 0.185791015625,
|
| 2379 |
+
"time_sec": 47.609474420547485
|
| 2380 |
+
},
|
| 2381 |
+
{
|
| 2382 |
+
"epoch": 183,
|
| 2383 |
+
"loss": 0.30572647265359465,
|
| 2384 |
+
"recon_loss": 0.24077031104003682,
|
| 2385 |
+
"commit_loss": 0.03247807930935832,
|
| 2386 |
+
"embed_loss": 0.03247807930935832,
|
| 2387 |
+
"codebook_utilization": 0.21923828125,
|
| 2388 |
+
"lr": 1.651978510731188e-06,
|
| 2389 |
+
"phase": "full_vq",
|
| 2390 |
+
"val_recon_loss": 0.24664189723821786,
|
| 2391 |
+
"val_utilization": 0.18603515625,
|
| 2392 |
+
"time_sec": 44.83900165557861
|
| 2393 |
+
},
|
| 2394 |
+
{
|
| 2395 |
+
"epoch": 184,
|
| 2396 |
+
"loss": 0.30577124509156917,
|
| 2397 |
+
"recon_loss": 0.24073131090285732,
|
| 2398 |
+
"commit_loss": 0.0325199676787152,
|
| 2399 |
+
"embed_loss": 0.0325199676787152,
|
| 2400 |
+
"codebook_utilization": 0.21923828125,
|
| 2401 |
+
"lr": 1.4529091286973986e-06,
|
| 2402 |
+
"phase": "full_vq",
|
| 2403 |
+
"val_recon_loss": 0.24661937470619494,
|
| 2404 |
+
"val_utilization": 0.185302734375,
|
| 2405 |
+
"time_sec": 43.470951795578
|
| 2406 |
+
},
|
| 2407 |
+
{
|
| 2408 |
+
"epoch": 185,
|
| 2409 |
+
"loss": 0.30575791351935444,
|
| 2410 |
+
"recon_loss": 0.24074466117456847,
|
| 2411 |
+
"commit_loss": 0.03250662617239298,
|
| 2412 |
+
"embed_loss": 0.03250662617239298,
|
| 2413 |
+
"codebook_utilization": 0.21923828125,
|
| 2414 |
+
"lr": 1.2664401468786106e-06,
|
| 2415 |
+
"phase": "full_vq",
|
| 2416 |
+
"val_recon_loss": 0.24674029992176935,
|
| 2417 |
+
"val_utilization": 0.18603515625,
|
| 2418 |
+
"time_sec": 43.349894285202026
|
| 2419 |
+
},
|
| 2420 |
+
{
|
| 2421 |
+
"epoch": 186,
|
| 2422 |
+
"loss": 0.3058706136310802,
|
| 2423 |
+
"recon_loss": 0.24078886269354352,
|
| 2424 |
+
"commit_loss": 0.032540876235739855,
|
| 2425 |
+
"embed_loss": 0.032540876235739855,
|
| 2426 |
+
"codebook_utilization": 0.21923828125,
|
| 2427 |
+
"lr": 1.0926199633097149e-06,
|
| 2428 |
+
"phase": "full_vq",
|
| 2429 |
+
"val_recon_loss": 0.2466356662603525,
|
| 2430 |
+
"val_utilization": 0.185546875,
|
| 2431 |
+
"time_sec": 44.53398299217224
|
| 2432 |
+
},
|
| 2433 |
+
{
|
| 2434 |
+
"epoch": 187,
|
| 2435 |
+
"loss": 0.30575790358524696,
|
| 2436 |
+
"recon_loss": 0.24070138791028192,
|
| 2437 |
+
"commit_loss": 0.0325282594444705,
|
| 2438 |
+
"embed_loss": 0.0325282594444705,
|
| 2439 |
+
"codebook_utilization": 0.21923828125,
|
| 2440 |
+
"lr": 9.314936930293277e-07,
|
| 2441 |
+
"phase": "full_vq",
|
| 2442 |
+
"val_recon_loss": 0.24666727506197417,
|
| 2443 |
+
"val_utilization": 0.185791015625,
|
| 2444 |
+
"time_sec": 45.00711798667908
|
| 2445 |
+
},
|
| 2446 |
+
{
|
| 2447 |
+
"epoch": 188,
|
| 2448 |
+
"loss": 0.3058345446399614,
|
| 2449 |
+
"recon_loss": 0.24071199286217784,
|
| 2450 |
+
"commit_loss": 0.032561275560189694,
|
| 2451 |
+
"embed_loss": 0.032561275560189694,
|
| 2452 |
+
"codebook_utilization": 0.21923828125,
|
| 2453 |
+
"lr": 7.83103156370118e-07,
|
| 2454 |
+
"phase": "full_vq",
|
| 2455 |
+
"val_recon_loss": 0.24662736172859484,
|
| 2456 |
+
"val_utilization": 0.185791015625,
|
| 2457 |
+
"time_sec": 47.04360866546631
|
| 2458 |
+
},
|
| 2459 |
+
{
|
| 2460 |
+
"epoch": 189,
|
| 2461 |
+
"loss": 0.3057972625190136,
|
| 2462 |
+
"recon_loss": 0.24071210242953955,
|
| 2463 |
+
"commit_loss": 0.03254257909515325,
|
| 2464 |
+
"embed_loss": 0.03254257909515325,
|
| 2465 |
+
"codebook_utilization": 0.21923828125,
|
| 2466 |
+
"lr": 6.474868681043573e-07,
|
| 2467 |
+
"phase": "full_vq",
|
| 2468 |
+
"val_recon_loss": 0.24643382544700915,
|
| 2469 |
+
"val_utilization": 0.185791015625,
|
| 2470 |
+
"time_sec": 46.66129493713379
|
| 2471 |
+
},
|
| 2472 |
+
{
|
| 2473 |
+
"epoch": 190,
|
| 2474 |
+
"loss": 0.3058857058777529,
|
| 2475 |
+
"recon_loss": 0.24079456662430482,
|
| 2476 |
+
"commit_loss": 0.032545569188454575,
|
| 2477 |
+
"embed_loss": 0.032545569188454575,
|
| 2478 |
+
"codebook_utilization": 0.2197265625,
|
| 2479 |
+
"lr": 5.246800274474491e-07,
|
| 2480 |
+
"phase": "full_vq",
|
| 2481 |
+
"val_recon_loss": 0.24659072091946235,
|
| 2482 |
+
"val_utilization": 0.18603515625,
|
| 2483 |
+
"time_sec": 45.12866711616516
|
| 2484 |
+
},
|
| 2485 |
+
{
|
| 2486 |
+
"epoch": 191,
|
| 2487 |
+
"loss": 0.3059348025742699,
|
| 2488 |
+
"recon_loss": 0.2407972374383141,
|
| 2489 |
+
"commit_loss": 0.032568780705332756,
|
| 2490 |
+
"embed_loss": 0.032568780705332756,
|
| 2491 |
+
"codebook_utilization": 0.2197265625,
|
| 2492 |
+
"lr": 4.1471450892189815e-07,
|
| 2493 |
+
"phase": "full_vq",
|
| 2494 |
+
"val_recon_loss": 0.246567142697481,
|
| 2495 |
+
"val_utilization": 0.185546875,
|
| 2496 |
+
"time_sec": 44.866029262542725
|
| 2497 |
+
},
|
| 2498 |
+
{
|
| 2499 |
+
"epoch": 192,
|
| 2500 |
+
"loss": 0.3058386427514693,
|
| 2501 |
+
"recon_loss": 0.24068779951217129,
|
| 2502 |
+
"commit_loss": 0.03257542169269394,
|
| 2503 |
+
"embed_loss": 0.03257542169269394,
|
| 2504 |
+
"codebook_utilization": 0.2197265625,
|
| 2505 |
+
"lr": 3.1761885408435033e-07,
|
| 2506 |
+
"phase": "full_vq",
|
| 2507 |
+
"val_recon_loss": 0.24653759827980629,
|
| 2508 |
+
"val_utilization": 0.185546875,
|
| 2509 |
+
"time_sec": 46.77774691581726
|
| 2510 |
+
},
|
| 2511 |
+
{
|
| 2512 |
+
"epoch": 193,
|
| 2513 |
+
"loss": 0.3059851235034419,
|
| 2514 |
+
"recon_loss": 0.24080172940796496,
|
| 2515 |
+
"commit_loss": 0.03259169774166509,
|
| 2516 |
+
"embed_loss": 0.03259169774166509,
|
| 2517 |
+
"codebook_utilization": 0.2197265625,
|
| 2518 |
+
"lr": 2.3341826411756845e-07,
|
| 2519 |
+
"phase": "full_vq",
|
| 2520 |
+
"val_recon_loss": 0.2464261524952375,
|
| 2521 |
+
"val_utilization": 0.185791015625,
|
| 2522 |
+
"time_sec": 47.40852236747742
|
| 2523 |
+
},
|
| 2524 |
+
{
|
| 2525 |
+
"epoch": 194,
|
| 2526 |
+
"loss": 0.3058479352324617,
|
| 2527 |
+
"recon_loss": 0.24067929620836295,
|
| 2528 |
+
"commit_loss": 0.03258431885464519,
|
| 2529 |
+
"embed_loss": 0.03258431885464519,
|
| 2530 |
+
"codebook_utilization": 0.2197265625,
|
| 2531 |
+
"lr": 1.6213459328950342e-07,
|
| 2532 |
+
"phase": "full_vq",
|
| 2533 |
+
"val_recon_loss": 0.2464728607581212,
|
| 2534 |
+
"val_utilization": 0.185546875,
|
| 2535 |
+
"time_sec": 48.14972186088562
|
| 2536 |
+
},
|
| 2537 |
+
{
|
| 2538 |
+
"epoch": 195,
|
| 2539 |
+
"loss": 0.30596720120486093,
|
| 2540 |
+
"recon_loss": 0.240788919376392,
|
| 2541 |
+
"commit_loss": 0.03258914164468354,
|
| 2542 |
+
"embed_loss": 0.03258914164468354,
|
| 2543 |
+
"codebook_utilization": 0.2197265625,
|
| 2544 |
+
"lr": 1.037863432809926e-07,
|
| 2545 |
+
"phase": "full_vq",
|
| 2546 |
+
"val_recon_loss": 0.2464477545939959,
|
| 2547 |
+
"val_utilization": 0.185791015625,
|
| 2548 |
+
"time_sec": 47.88664484024048
|
| 2549 |
+
},
|
| 2550 |
+
{
|
| 2551 |
+
"epoch": 196,
|
| 2552 |
+
"loss": 0.30592520973261667,
|
| 2553 |
+
"recon_loss": 0.24075032478454067,
|
| 2554 |
+
"commit_loss": 0.032587441816633825,
|
| 2555 |
+
"embed_loss": 0.032587441816633825,
|
| 2556 |
+
"codebook_utilization": 0.2197265625,
|
| 2557 |
+
"lr": 5.8388658383673425e-08,
|
| 2558 |
+
"phase": "full_vq",
|
| 2559 |
+
"val_recon_loss": 0.24659524170251992,
|
| 2560 |
+
"val_utilization": 0.185791015625,
|
| 2561 |
+
"time_sec": 47.65922021865845
|
| 2562 |
+
},
|
| 2563 |
+
{
|
| 2564 |
+
"epoch": 197,
|
| 2565 |
+
"loss": 0.30599646007313447,
|
| 2566 |
+
"recon_loss": 0.24082232807196824,
|
| 2567 |
+
"commit_loss": 0.03258706614667294,
|
| 2568 |
+
"embed_loss": 0.03258706614667294,
|
| 2569 |
+
"codebook_utilization": 0.2197265625,
|
| 2570 |
+
"lr": 2.5953321569255322e-08,
|
| 2571 |
+
"phase": "full_vq",
|
| 2572 |
+
"val_recon_loss": 0.2464762547841439,
|
| 2573 |
+
"val_utilization": 0.185791015625,
|
| 2574 |
+
"time_sec": 47.21767497062683
|
| 2575 |
+
},
|
| 2576 |
+
{
|
| 2577 |
+
"epoch": 198,
|
| 2578 |
+
"loss": 0.3059417284002491,
|
| 2579 |
+
"recon_loss": 0.24077224263957903,
|
| 2580 |
+
"commit_loss": 0.0325847425151105,
|
| 2581 |
+
"embed_loss": 0.0325847425151105,
|
| 2582 |
+
"codebook_utilization": 0.2197265625,
|
| 2583 |
+
"lr": 6.4887514312661454e-09,
|
| 2584 |
+
"phase": "full_vq",
|
| 2585 |
+
"val_recon_loss": 0.24647761766727155,
|
| 2586 |
+
"val_utilization": 0.185791015625,
|
| 2587 |
+
"time_sec": 46.83630871772766
|
| 2588 |
+
},
|
| 2589 |
+
{
|
| 2590 |
+
"epoch": 199,
|
| 2591 |
+
"loss": 0.30583253619717615,
|
| 2592 |
+
"recon_loss": 0.24067074060440063,
|
| 2593 |
+
"commit_loss": 0.03258089743116323,
|
| 2594 |
+
"embed_loss": 0.03258089743116323,
|
| 2595 |
+
"codebook_utilization": 0.2197265625,
|
| 2596 |
+
"lr": 0.0,
|
| 2597 |
+
"phase": "full_vq",
|
| 2598 |
+
"val_recon_loss": 0.2466405824973033,
|
| 2599 |
+
"val_utilization": 0.18603515625,
|
| 2600 |
+
"time_sec": 46.01119041442871
|
| 2601 |
+
}
|
| 2602 |
+
]
|