Upload checkpoints/exp2_A_lvis_wide/training_history.json with huggingface_hub
Browse files
checkpoints/exp2_A_lvis_wide/training_history.json
ADDED
|
@@ -0,0 +1,2602 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 0,
|
| 4 |
+
"loss": 0.6107338163749312,
|
| 5 |
+
"recon_loss": 0.6107338163749312,
|
| 6 |
+
"commit_loss": 0.3489506587911104,
|
| 7 |
+
"embed_loss": 0.3489506587911104,
|
| 8 |
+
"codebook_utilization": 0.026123046875,
|
| 9 |
+
"lr": 2.08e-05,
|
| 10 |
+
"phase": "encoder_warmup",
|
| 11 |
+
"val_recon_loss": 0.5640084900882807,
|
| 12 |
+
"val_utilization": 0.016357421875,
|
| 13 |
+
"time_sec": 681.1810250282288
|
| 14 |
+
},
|
| 15 |
+
{
|
| 16 |
+
"epoch": 1,
|
| 17 |
+
"loss": 0.36119572697131613,
|
| 18 |
+
"recon_loss": 0.36119572697131613,
|
| 19 |
+
"commit_loss": 0.35936276113922355,
|
| 20 |
+
"embed_loss": 0.35936276113922355,
|
| 21 |
+
"codebook_utilization": 0.0625,
|
| 22 |
+
"lr": 4.06e-05,
|
| 23 |
+
"phase": "encoder_warmup",
|
| 24 |
+
"val_recon_loss": 0.328320093787788,
|
| 25 |
+
"val_utilization": 0.019775390625,
|
| 26 |
+
"time_sec": 678.8027560710907
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 2,
|
| 30 |
+
"loss": 0.3094499470176412,
|
| 31 |
+
"recon_loss": 0.3094499470176412,
|
| 32 |
+
"commit_loss": 0.34318291264659345,
|
| 33 |
+
"embed_loss": 0.34318291264659345,
|
| 34 |
+
"codebook_utilization": 0.05908203125,
|
| 35 |
+
"lr": 6.04e-05,
|
| 36 |
+
"phase": "encoder_warmup",
|
| 37 |
+
"val_recon_loss": 0.30003171807594514,
|
| 38 |
+
"val_utilization": 0.0283203125,
|
| 39 |
+
"time_sec": 670.3594076633453
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 3,
|
| 43 |
+
"loss": 0.2914164912732959,
|
| 44 |
+
"recon_loss": 0.2914164912732959,
|
| 45 |
+
"commit_loss": 0.39329903704041064,
|
| 46 |
+
"embed_loss": 0.39329903704041064,
|
| 47 |
+
"codebook_utilization": 0.048828125,
|
| 48 |
+
"lr": 8.02e-05,
|
| 49 |
+
"phase": "encoder_warmup",
|
| 50 |
+
"val_recon_loss": 0.28885072185082383,
|
| 51 |
+
"val_utilization": 0.02880859375,
|
| 52 |
+
"time_sec": 644.6327970027924
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 4,
|
| 56 |
+
"loss": 0.28421061540522224,
|
| 57 |
+
"recon_loss": 0.28421061540522224,
|
| 58 |
+
"commit_loss": 0.47273610390944854,
|
| 59 |
+
"embed_loss": 0.47273610390944854,
|
| 60 |
+
"codebook_utilization": 0.054443359375,
|
| 61 |
+
"lr": 0.0001,
|
| 62 |
+
"phase": "encoder_warmup",
|
| 63 |
+
"val_recon_loss": 0.2855203581994839,
|
| 64 |
+
"val_utilization": 0.02978515625,
|
| 65 |
+
"time_sec": 651.0396690368652
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 5,
|
| 69 |
+
"loss": 0.28003382900866064,
|
| 70 |
+
"recon_loss": 0.28003382900866064,
|
| 71 |
+
"commit_loss": 0.5642459676840764,
|
| 72 |
+
"embed_loss": 0.5642459676840764,
|
| 73 |
+
"codebook_utilization": 0.0595703125,
|
| 74 |
+
"lr": 9.999351124856874e-05,
|
| 75 |
+
"phase": "encoder_warmup",
|
| 76 |
+
"val_recon_loss": 0.2788614217150077,
|
| 77 |
+
"val_utilization": 0.043212890625,
|
| 78 |
+
"time_sec": 650.8557176589966
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 6,
|
| 82 |
+
"loss": 0.27404609167075095,
|
| 83 |
+
"recon_loss": 0.27404609167075095,
|
| 84 |
+
"commit_loss": 0.6590415956528206,
|
| 85 |
+
"embed_loss": 0.6590415956528206,
|
| 86 |
+
"codebook_utilization": 0.067138671875,
|
| 87 |
+
"lr": 9.997404667843075e-05,
|
| 88 |
+
"phase": "encoder_warmup",
|
| 89 |
+
"val_recon_loss": 0.2749180347564515,
|
| 90 |
+
"val_utilization": 0.049072265625,
|
| 91 |
+
"time_sec": 683.8835682868958
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 7,
|
| 95 |
+
"loss": 0.2685743272304535,
|
| 96 |
+
"recon_loss": 0.2685743272304535,
|
| 97 |
+
"commit_loss": 0.767206551905893,
|
| 98 |
+
"embed_loss": 0.767206551905893,
|
| 99 |
+
"codebook_utilization": 0.069091796875,
|
| 100 |
+
"lr": 9.994161134161632e-05,
|
| 101 |
+
"phase": "encoder_warmup",
|
| 102 |
+
"val_recon_loss": 0.27136335538679296,
|
| 103 |
+
"val_utilization": 0.048828125,
|
| 104 |
+
"time_sec": 684.5951306819916
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 8,
|
| 108 |
+
"loss": 0.2661038599201657,
|
| 109 |
+
"recon_loss": 0.2661038599201657,
|
| 110 |
+
"commit_loss": 0.8975046369118419,
|
| 111 |
+
"embed_loss": 0.8975046369118419,
|
| 112 |
+
"codebook_utilization": 0.069580078125,
|
| 113 |
+
"lr": 9.9896213656719e-05,
|
| 114 |
+
"phase": "encoder_warmup",
|
| 115 |
+
"val_recon_loss": 0.2678525708197208,
|
| 116 |
+
"val_utilization": 0.053466796875,
|
| 117 |
+
"time_sec": 692.2218220233917
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 9,
|
| 121 |
+
"loss": 0.2645471014466066,
|
| 122 |
+
"recon_loss": 0.2645471014466066,
|
| 123 |
+
"commit_loss": 1.0287082829288028,
|
| 124 |
+
"embed_loss": 1.0287082829288028,
|
| 125 |
+
"codebook_utilization": 0.071044921875,
|
| 126 |
+
"lr": 9.98378654067105e-05,
|
| 127 |
+
"phase": "encoder_warmup",
|
| 128 |
+
"val_recon_loss": 0.6881499963529994,
|
| 129 |
+
"val_utilization": 0.95458984375,
|
| 130 |
+
"time_sec": 699.1975193023682
|
| 131 |
+
},
|
| 132 |
+
{
|
| 133 |
+
"epoch": 10,
|
| 134 |
+
"loss": 0.3321987629582888,
|
| 135 |
+
"recon_loss": 0.2864969655629096,
|
| 136 |
+
"commit_loss": 0.022850898831456818,
|
| 137 |
+
"embed_loss": 0.022850898831456818,
|
| 138 |
+
"codebook_utilization": 0.965576171875,
|
| 139 |
+
"lr": 9.976658173588243e-05,
|
| 140 |
+
"phase": "full_vq",
|
| 141 |
+
"val_recon_loss": 0.2551815191681465,
|
| 142 |
+
"val_utilization": 0.731201171875,
|
| 143 |
+
"time_sec": 680.008100271225
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 11,
|
| 147 |
+
"loss": 0.27075304393845845,
|
| 148 |
+
"recon_loss": 0.2473720870609206,
|
| 149 |
+
"commit_loss": 0.011690477925153363,
|
| 150 |
+
"embed_loss": 0.011690477925153363,
|
| 151 |
+
"codebook_utilization": 0.900390625,
|
| 152 |
+
"lr": 9.968238114591565e-05,
|
| 153 |
+
"phase": "full_vq",
|
| 154 |
+
"val_recon_loss": 0.2458065699660376,
|
| 155 |
+
"val_utilization": 0.82177734375,
|
| 156 |
+
"time_sec": 683.6505243778229
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 12,
|
| 160 |
+
"loss": 0.2626437447904571,
|
| 161 |
+
"recon_loss": 0.24087850822181237,
|
| 162 |
+
"commit_loss": 0.01088261839916026,
|
| 163 |
+
"embed_loss": 0.01088261839916026,
|
| 164 |
+
"codebook_utilization": 0.9306640625,
|
| 165 |
+
"lr": 9.95852854910781e-05,
|
| 166 |
+
"phase": "full_vq",
|
| 167 |
+
"val_recon_loss": 0.24387330520019102,
|
| 168 |
+
"val_utilization": 0.851318359375,
|
| 169 |
+
"time_sec": 672.1745018959045
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"epoch": 13,
|
| 173 |
+
"loss": 0.25929648746158374,
|
| 174 |
+
"recon_loss": 0.2375372385348731,
|
| 175 |
+
"commit_loss": 0.01087962448354659,
|
| 176 |
+
"embed_loss": 0.01087962448354659,
|
| 177 |
+
"codebook_utilization": 0.944091796875,
|
| 178 |
+
"lr": 9.947531997255256e-05,
|
| 179 |
+
"phase": "full_vq",
|
| 180 |
+
"val_recon_loss": 0.23887540533971252,
|
| 181 |
+
"val_utilization": 0.889892578125,
|
| 182 |
+
"time_sec": 674.5686082839966
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 14,
|
| 186 |
+
"loss": 0.2575729920612118,
|
| 187 |
+
"recon_loss": 0.2352601911438513,
|
| 188 |
+
"commit_loss": 0.01115640010533294,
|
| 189 |
+
"embed_loss": 0.01115640010533294,
|
| 190 |
+
"codebook_utilization": 0.95166015625,
|
| 191 |
+
"lr": 9.935251313189564e-05,
|
| 192 |
+
"phase": "full_vq",
|
| 193 |
+
"val_recon_loss": 0.23747419591030378,
|
| 194 |
+
"val_utilization": 0.890625,
|
| 195 |
+
"time_sec": 682.1447324752808
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 15,
|
| 199 |
+
"loss": 0.2567580191262046,
|
| 200 |
+
"recon_loss": 0.23352349991720867,
|
| 201 |
+
"commit_loss": 0.011617259449277547,
|
| 202 |
+
"embed_loss": 0.011617259449277547,
|
| 203 |
+
"codebook_utilization": 0.95556640625,
|
| 204 |
+
"lr": 9.921689684362989e-05,
|
| 205 |
+
"phase": "full_vq",
|
| 206 |
+
"val_recon_loss": 0.23640040006865276,
|
| 207 |
+
"val_utilization": 0.909912109375,
|
| 208 |
+
"time_sec": 679.4425365924835
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"epoch": 16,
|
| 212 |
+
"loss": 0.2560225958787006,
|
| 213 |
+
"recon_loss": 0.2319405957612242,
|
| 214 |
+
"commit_loss": 0.012041000058738196,
|
| 215 |
+
"embed_loss": 0.012041000058738196,
|
| 216 |
+
"codebook_utilization": 0.95849609375,
|
| 217 |
+
"lr": 9.906850630697068e-05,
|
| 218 |
+
"phase": "full_vq",
|
| 219 |
+
"val_recon_loss": 0.23416379002038012,
|
| 220 |
+
"val_utilization": 0.92041015625,
|
| 221 |
+
"time_sec": 669.8222999572754
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 17,
|
| 225 |
+
"loss": 0.25528010808759266,
|
| 226 |
+
"recon_loss": 0.23040353310948142,
|
| 227 |
+
"commit_loss": 0.012438287347716692,
|
| 228 |
+
"embed_loss": 0.012438287347716692,
|
| 229 |
+
"codebook_utilization": 0.964111328125,
|
| 230 |
+
"lr": 9.890738003669029e-05,
|
| 231 |
+
"phase": "full_vq",
|
| 232 |
+
"val_recon_loss": 0.2320063937915845,
|
| 233 |
+
"val_utilization": 0.923095703125,
|
| 234 |
+
"time_sec": 687.6758215427399
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"epoch": 18,
|
| 238 |
+
"loss": 0.2550786417230035,
|
| 239 |
+
"recon_loss": 0.22934870264394497,
|
| 240 |
+
"commit_loss": 0.012864969803277797,
|
| 241 |
+
"embed_loss": 0.012864969803277797,
|
| 242 |
+
"codebook_utilization": 0.96728515625,
|
| 243 |
+
"lr": 9.87335598531214e-05,
|
| 244 |
+
"phase": "full_vq",
|
| 245 |
+
"val_recon_loss": 0.23130840858381785,
|
| 246 |
+
"val_utilization": 0.92578125,
|
| 247 |
+
"time_sec": 702.5455520153046
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 19,
|
| 251 |
+
"loss": 0.25469206945925227,
|
| 252 |
+
"recon_loss": 0.22842017553120772,
|
| 253 |
+
"commit_loss": 0.013135946958974448,
|
| 254 |
+
"embed_loss": 0.013135946958974448,
|
| 255 |
+
"codebook_utilization": 0.96826171875,
|
| 256 |
+
"lr": 9.85470908713026e-05,
|
| 257 |
+
"phase": "full_vq",
|
| 258 |
+
"val_recon_loss": 0.23006552106209016,
|
| 259 |
+
"val_utilization": 0.933349609375,
|
| 260 |
+
"time_sec": 694.8513193130493
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"epoch": 20,
|
| 264 |
+
"loss": 0.25481168806633653,
|
| 265 |
+
"recon_loss": 0.22772028184114756,
|
| 266 |
+
"commit_loss": 0.013545703335960464,
|
| 267 |
+
"embed_loss": 0.013545703335960464,
|
| 268 |
+
"codebook_utilization": 0.96484375,
|
| 269 |
+
"lr": 9.834802148926882e-05,
|
| 270 |
+
"phase": "full_vq",
|
| 271 |
+
"val_recon_loss": 0.23030991994597938,
|
| 272 |
+
"val_utilization": 0.94580078125,
|
| 273 |
+
"time_sec": 135.60633659362793
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 21,
|
| 277 |
+
"loss": 0.2549404268705748,
|
| 278 |
+
"recon_loss": 0.22707932125423658,
|
| 279 |
+
"commit_loss": 0.0139305527804061,
|
| 280 |
+
"embed_loss": 0.0139305527804061,
|
| 281 |
+
"codebook_utilization": 0.9658203125,
|
| 282 |
+
"lr": 9.813640337548953e-05,
|
| 283 |
+
"phase": "full_vq",
|
| 284 |
+
"val_recon_loss": 0.22884476528073963,
|
| 285 |
+
"val_utilization": 0.935546875,
|
| 286 |
+
"time_sec": 133.3524444103241
|
| 287 |
+
},
|
| 288 |
+
{
|
| 289 |
+
"epoch": 22,
|
| 290 |
+
"loss": 0.2549613991646263,
|
| 291 |
+
"recon_loss": 0.2261909286019602,
|
| 292 |
+
"commit_loss": 0.014385235286380863,
|
| 293 |
+
"embed_loss": 0.014385235286380863,
|
| 294 |
+
"codebook_utilization": 0.9658203125,
|
| 295 |
+
"lr": 9.79122914554583e-05,
|
| 296 |
+
"phase": "full_vq",
|
| 297 |
+
"val_recon_loss": 0.2293451830242457,
|
| 298 |
+
"val_utilization": 0.934814453125,
|
| 299 |
+
"time_sec": 142.04170513153076
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"epoch": 23,
|
| 303 |
+
"loss": 0.255592231989553,
|
| 304 |
+
"recon_loss": 0.22587027725811573,
|
| 305 |
+
"commit_loss": 0.01486097723068947,
|
| 306 |
+
"embed_loss": 0.01486097723068947,
|
| 307 |
+
"codebook_utilization": 0.96630859375,
|
| 308 |
+
"lr": 9.76757438974368e-05,
|
| 309 |
+
"phase": "full_vq",
|
| 310 |
+
"val_recon_loss": 0.22918162160040287,
|
| 311 |
+
"val_utilization": 0.9423828125,
|
| 312 |
+
"time_sec": 143.15011739730835
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"epoch": 24,
|
| 316 |
+
"loss": 0.25588738506402425,
|
| 317 |
+
"recon_loss": 0.22522058667044653,
|
| 318 |
+
"commit_loss": 0.015333399037782577,
|
| 319 |
+
"embed_loss": 0.015333399037782577,
|
| 320 |
+
"codebook_utilization": 0.966064453125,
|
| 321 |
+
"lr": 9.742682209735726e-05,
|
| 322 |
+
"phase": "full_vq",
|
| 323 |
+
"val_recon_loss": 0.22730647220035619,
|
| 324 |
+
"val_utilization": 0.94482421875,
|
| 325 |
+
"time_sec": 133.78786826133728
|
| 326 |
+
},
|
| 327 |
+
{
|
| 328 |
+
"epoch": 25,
|
| 329 |
+
"loss": 0.25651584123450566,
|
| 330 |
+
"recon_loss": 0.22474570039326583,
|
| 331 |
+
"commit_loss": 0.01588507030325813,
|
| 332 |
+
"embed_loss": 0.01588507030325813,
|
| 333 |
+
"codebook_utilization": 0.966064453125,
|
| 334 |
+
"lr": 9.716559066288714e-05,
|
| 335 |
+
"phase": "full_vq",
|
| 336 |
+
"val_recon_loss": 0.22761344323667249,
|
| 337 |
+
"val_utilization": 0.940673828125,
|
| 338 |
+
"time_sec": 145.52776169776917
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 26,
|
| 342 |
+
"loss": 0.25648680357590603,
|
| 343 |
+
"recon_loss": 0.22416417682316245,
|
| 344 |
+
"commit_loss": 0.016161313402872825,
|
| 345 |
+
"embed_loss": 0.016161313402872825,
|
| 346 |
+
"codebook_utilization": 0.9658203125,
|
| 347 |
+
"lr": 9.689211739666022e-05,
|
| 348 |
+
"phase": "full_vq",
|
| 349 |
+
"val_recon_loss": 0.22609426340695177,
|
| 350 |
+
"val_utilization": 0.950927734375,
|
| 351 |
+
"time_sec": 144.49739360809326
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"epoch": 27,
|
| 355 |
+
"loss": 0.25732946254535094,
|
| 356 |
+
"recon_loss": 0.22391341420693125,
|
| 357 |
+
"commit_loss": 0.016708024692921052,
|
| 358 |
+
"embed_loss": 0.016708024692921052,
|
| 359 |
+
"codebook_utilization": 0.9658203125,
|
| 360 |
+
"lr": 9.660647327867839e-05,
|
| 361 |
+
"phase": "full_vq",
|
| 362 |
+
"val_recon_loss": 0.2264180713322725,
|
| 363 |
+
"val_utilization": 0.94287109375,
|
| 364 |
+
"time_sec": 137.48128390312195
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"epoch": 28,
|
| 368 |
+
"loss": 0.25810114415438196,
|
| 369 |
+
"recon_loss": 0.22355460260457138,
|
| 370 |
+
"commit_loss": 0.017273270694140173,
|
| 371 |
+
"embed_loss": 0.017273270694140173,
|
| 372 |
+
"codebook_utilization": 0.966552734375,
|
| 373 |
+
"lr": 9.630873244788881e-05,
|
| 374 |
+
"phase": "full_vq",
|
| 375 |
+
"val_recon_loss": 0.22547388160496615,
|
| 376 |
+
"val_utilization": 0.947509765625,
|
| 377 |
+
"time_sec": 148.51082181930542
|
| 378 |
+
},
|
| 379 |
+
{
|
| 380 |
+
"epoch": 29,
|
| 381 |
+
"loss": 0.25829041187921514,
|
| 382 |
+
"recon_loss": 0.22303170099006436,
|
| 383 |
+
"commit_loss": 0.017629355568246952,
|
| 384 |
+
"embed_loss": 0.017629355568246952,
|
| 385 |
+
"codebook_utilization": 0.965576171875,
|
| 386 |
+
"lr": 9.59989721829412e-05,
|
| 387 |
+
"phase": "full_vq",
|
| 388 |
+
"val_recon_loss": 0.22596221567874544,
|
| 389 |
+
"val_utilization": 0.949462890625,
|
| 390 |
+
"time_sec": 139.81672883033752
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"epoch": 30,
|
| 394 |
+
"loss": 0.2585969795056475,
|
| 395 |
+
"recon_loss": 0.2226741507972482,
|
| 396 |
+
"commit_loss": 0.017961414149762978,
|
| 397 |
+
"embed_loss": 0.017961414149762978,
|
| 398 |
+
"codebook_utilization": 0.965087890625,
|
| 399 |
+
"lr": 9.567727288213003e-05,
|
| 400 |
+
"phase": "full_vq",
|
| 401 |
+
"val_recon_loss": 0.22464002208428435,
|
| 402 |
+
"val_utilization": 0.941650390625,
|
| 403 |
+
"time_sec": 144.46557545661926
|
| 404 |
+
},
|
| 405 |
+
{
|
| 406 |
+
"epoch": 31,
|
| 407 |
+
"loss": 0.25888408274266134,
|
| 408 |
+
"recon_loss": 0.2221761466405256,
|
| 409 |
+
"commit_loss": 0.018353968197454607,
|
| 410 |
+
"embed_loss": 0.018353968197454607,
|
| 411 |
+
"codebook_utilization": 0.96533203125,
|
| 412 |
+
"lr": 9.534371804252726e-05,
|
| 413 |
+
"phase": "full_vq",
|
| 414 |
+
"val_recon_loss": 0.22492716059590992,
|
| 415 |
+
"val_utilization": 0.94482421875,
|
| 416 |
+
"time_sec": 140.9813690185547
|
| 417 |
+
},
|
| 418 |
+
{
|
| 419 |
+
"epoch": 32,
|
| 420 |
+
"loss": 0.2596231485568088,
|
| 421 |
+
"recon_loss": 0.2221419390664514,
|
| 422 |
+
"commit_loss": 0.018740604543265933,
|
| 423 |
+
"embed_loss": 0.018740604543265933,
|
| 424 |
+
"codebook_utilization": 0.965087890625,
|
| 425 |
+
"lr": 9.499839423831059e-05,
|
| 426 |
+
"phase": "full_vq",
|
| 427 |
+
"val_recon_loss": 0.22403986592975894,
|
| 428 |
+
"val_utilization": 0.94873046875,
|
| 429 |
+
"time_sec": 141.7025327682495
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 33,
|
| 433 |
+
"loss": 0.25944470799954605,
|
| 434 |
+
"recon_loss": 0.2217554383000061,
|
| 435 |
+
"commit_loss": 0.018844635066826168,
|
| 436 |
+
"embed_loss": 0.018844635066826168,
|
| 437 |
+
"codebook_utilization": 0.965576171875,
|
| 438 |
+
"lr": 9.464139109829319e-05,
|
| 439 |
+
"phase": "full_vq",
|
| 440 |
+
"val_recon_loss": 0.2241385518834832,
|
| 441 |
+
"val_utilization": 0.945556640625,
|
| 442 |
+
"time_sec": 142.47765183448792
|
| 443 |
+
},
|
| 444 |
+
{
|
| 445 |
+
"epoch": 34,
|
| 446 |
+
"loss": 0.25979276433546694,
|
| 447 |
+
"recon_loss": 0.22145432936466805,
|
| 448 |
+
"commit_loss": 0.019169217614118807,
|
| 449 |
+
"embed_loss": 0.019169217614118807,
|
| 450 |
+
"codebook_utilization": 0.965576171875,
|
| 451 |
+
"lr": 9.427280128266047e-05,
|
| 452 |
+
"phase": "full_vq",
|
| 453 |
+
"val_recon_loss": 0.22376884955368684,
|
| 454 |
+
"val_utilization": 0.94775390625,
|
| 455 |
+
"time_sec": 139.88372087478638
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 35,
|
| 459 |
+
"loss": 0.2599717076554854,
|
| 460 |
+
"recon_loss": 0.22109364320430652,
|
| 461 |
+
"commit_loss": 0.019439032563793302,
|
| 462 |
+
"embed_loss": 0.019439032563793302,
|
| 463 |
+
"codebook_utilization": 0.965576171875,
|
| 464 |
+
"lr": 9.389272045892021e-05,
|
| 465 |
+
"phase": "full_vq",
|
| 466 |
+
"val_recon_loss": 0.22392536733257637,
|
| 467 |
+
"val_utilization": 0.949462890625,
|
| 468 |
+
"time_sec": 140.3261411190033
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"epoch": 36,
|
| 472 |
+
"loss": 0.26018684066650344,
|
| 473 |
+
"recon_loss": 0.22100506206030446,
|
| 474 |
+
"commit_loss": 0.01959088937124505,
|
| 475 |
+
"embed_loss": 0.01959088937124505,
|
| 476 |
+
"codebook_utilization": 0.96533203125,
|
| 477 |
+
"lr": 9.350124727707194e-05,
|
| 478 |
+
"phase": "full_vq",
|
| 479 |
+
"val_recon_loss": 0.22288394819819526,
|
| 480 |
+
"val_utilization": 0.9482421875,
|
| 481 |
+
"time_sec": 140.9074785709381
|
| 482 |
+
},
|
| 483 |
+
{
|
| 484 |
+
"epoch": 37,
|
| 485 |
+
"loss": 0.26017498877151873,
|
| 486 |
+
"recon_loss": 0.22058909200636675,
|
| 487 |
+
"commit_loss": 0.019792948420434626,
|
| 488 |
+
"embed_loss": 0.019792948420434626,
|
| 489 |
+
"codebook_utilization": 0.96533203125,
|
| 490 |
+
"lr": 9.309848334400244e-05,
|
| 491 |
+
"phase": "full_vq",
|
| 492 |
+
"val_recon_loss": 0.22249055863096473,
|
| 493 |
+
"val_utilization": 0.952880859375,
|
| 494 |
+
"time_sec": 142.68842220306396
|
| 495 |
+
},
|
| 496 |
+
{
|
| 497 |
+
"epoch": 38,
|
| 498 |
+
"loss": 0.26064721414148,
|
| 499 |
+
"recon_loss": 0.22056346608775096,
|
| 500 |
+
"commit_loss": 0.02004187426411201,
|
| 501 |
+
"embed_loss": 0.02004187426411201,
|
| 502 |
+
"codebook_utilization": 0.96533203125,
|
| 503 |
+
"lr": 9.26845331971136e-05,
|
| 504 |
+
"phase": "full_vq",
|
| 505 |
+
"val_recon_loss": 0.22398295328858192,
|
| 506 |
+
"val_utilization": 0.951416015625,
|
| 507 |
+
"time_sec": 143.05380296707153
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"epoch": 39,
|
| 511 |
+
"loss": 0.260869705479158,
|
| 512 |
+
"recon_loss": 0.22040401851420158,
|
| 513 |
+
"commit_loss": 0.020232843641484494,
|
| 514 |
+
"embed_loss": 0.020232843641484494,
|
| 515 |
+
"codebook_utilization": 0.96533203125,
|
| 516 |
+
"lr": 9.225950427718973e-05,
|
| 517 |
+
"phase": "full_vq",
|
| 518 |
+
"val_recon_loss": 0.22268290390794196,
|
| 519 |
+
"val_utilization": 0.947265625,
|
| 520 |
+
"time_sec": 137.99860167503357
|
| 521 |
+
},
|
| 522 |
+
{
|
| 523 |
+
"epoch": 40,
|
| 524 |
+
"loss": 0.2607682509635522,
|
| 525 |
+
"recon_loss": 0.21996311734362348,
|
| 526 |
+
"commit_loss": 0.020402566807440466,
|
| 527 |
+
"embed_loss": 0.020402566807440466,
|
| 528 |
+
"codebook_utilization": 0.965087890625,
|
| 529 |
+
"lr": 9.182350690051132e-05,
|
| 530 |
+
"phase": "full_vq",
|
| 531 |
+
"val_recon_loss": 0.22248972224050692,
|
| 532 |
+
"val_utilization": 0.947998046875,
|
| 533 |
+
"time_sec": 143.34028887748718
|
| 534 |
+
},
|
| 535 |
+
{
|
| 536 |
+
"epoch": 41,
|
| 537 |
+
"loss": 0.2611755917711956,
|
| 538 |
+
"recon_loss": 0.21986291555531304,
|
| 539 |
+
"commit_loss": 0.020656338024652263,
|
| 540 |
+
"embed_loss": 0.020656338024652263,
|
| 541 |
+
"codebook_utilization": 0.96533203125,
|
| 542 |
+
"lr": 9.137665423022247e-05,
|
| 543 |
+
"phase": "full_vq",
|
| 544 |
+
"val_recon_loss": 0.22248069875026016,
|
| 545 |
+
"val_utilization": 0.95361328125,
|
| 546 |
+
"time_sec": 142.6788067817688
|
| 547 |
+
},
|
| 548 |
+
{
|
| 549 |
+
"epoch": 42,
|
| 550 |
+
"loss": 0.2613665052464984,
|
| 551 |
+
"recon_loss": 0.21954387908947823,
|
| 552 |
+
"commit_loss": 0.0209113132703272,
|
| 553 |
+
"embed_loss": 0.0209113132703272,
|
| 554 |
+
"codebook_utilization": 0.965087890625,
|
| 555 |
+
"lr": 9.091906224695934e-05,
|
| 556 |
+
"phase": "full_vq",
|
| 557 |
+
"val_recon_loss": 0.22234819837835398,
|
| 558 |
+
"val_utilization": 0.9541015625,
|
| 559 |
+
"time_sec": 143.6315414905548
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 43,
|
| 563 |
+
"loss": 0.26161319392968,
|
| 564 |
+
"recon_loss": 0.2195290318591808,
|
| 565 |
+
"commit_loss": 0.02104208134316655,
|
| 566 |
+
"embed_loss": 0.02104208134316655,
|
| 567 |
+
"codebook_utilization": 0.965087890625,
|
| 568 |
+
"lr": 9.045084971874735e-05,
|
| 569 |
+
"phase": "full_vq",
|
| 570 |
+
"val_recon_loss": 0.22122458452254198,
|
| 571 |
+
"val_utilization": 0.95166015625,
|
| 572 |
+
"time_sec": 140.05932068824768
|
| 573 |
+
},
|
| 574 |
+
{
|
| 575 |
+
"epoch": 44,
|
| 576 |
+
"loss": 0.26158433698299455,
|
| 577 |
+
"recon_loss": 0.21912217705553463,
|
| 578 |
+
"commit_loss": 0.021231079958682137,
|
| 579 |
+
"embed_loss": 0.021231079958682137,
|
| 580 |
+
"codebook_utilization": 0.96533203125,
|
| 581 |
+
"lr": 8.997213817017505e-05,
|
| 582 |
+
"phase": "full_vq",
|
| 583 |
+
"val_recon_loss": 0.22099923769409738,
|
| 584 |
+
"val_utilization": 0.952392578125,
|
| 585 |
+
"time_sec": 139.51053547859192
|
| 586 |
+
},
|
| 587 |
+
{
|
| 588 |
+
"epoch": 45,
|
| 589 |
+
"loss": 0.26194193187929427,
|
| 590 |
+
"recon_loss": 0.21911258894576613,
|
| 591 |
+
"commit_loss": 0.02141467151471835,
|
| 592 |
+
"embed_loss": 0.02141467151471835,
|
| 593 |
+
"codebook_utilization": 0.96533203125,
|
| 594 |
+
"lr": 8.948305185085224e-05,
|
| 595 |
+
"phase": "full_vq",
|
| 596 |
+
"val_recon_loss": 0.22119122241320235,
|
| 597 |
+
"val_utilization": 0.953125,
|
| 598 |
+
"time_sec": 134.75310683250427
|
| 599 |
+
},
|
| 600 |
+
{
|
| 601 |
+
"epoch": 46,
|
| 602 |
+
"loss": 0.2620307810019025,
|
| 603 |
+
"recon_loss": 0.2188515700500832,
|
| 604 |
+
"commit_loss": 0.021589605612200774,
|
| 605 |
+
"embed_loss": 0.021589605612200774,
|
| 606 |
+
"codebook_utilization": 0.96533203125,
|
| 607 |
+
"lr": 8.89837177031611e-05,
|
| 608 |
+
"phase": "full_vq",
|
| 609 |
+
"val_recon_loss": 0.22111950647295192,
|
| 610 |
+
"val_utilization": 0.948486328125,
|
| 611 |
+
"time_sec": 139.76739192008972
|
| 612 |
+
},
|
| 613 |
+
{
|
| 614 |
+
"epoch": 47,
|
| 615 |
+
"loss": 0.2620187394704599,
|
| 616 |
+
"recon_loss": 0.21868553892949086,
|
| 617 |
+
"commit_loss": 0.021666600209910694,
|
| 618 |
+
"embed_loss": 0.021666600209910694,
|
| 619 |
+
"codebook_utilization": 0.965087890625,
|
| 620 |
+
"lr": 8.847426532930828e-05,
|
| 621 |
+
"phase": "full_vq",
|
| 622 |
+
"val_recon_loss": 0.2209378086616484,
|
| 623 |
+
"val_utilization": 0.955322265625,
|
| 624 |
+
"time_sec": 137.01194143295288
|
| 625 |
+
},
|
| 626 |
+
{
|
| 627 |
+
"epoch": 48,
|
| 628 |
+
"loss": 0.2621924214892917,
|
| 629 |
+
"recon_loss": 0.21844577922569058,
|
| 630 |
+
"commit_loss": 0.021873321210041763,
|
| 631 |
+
"embed_loss": 0.021873321210041763,
|
| 632 |
+
"codebook_utilization": 0.965087890625,
|
| 633 |
+
"lr": 8.795482695768655e-05,
|
| 634 |
+
"phase": "full_vq",
|
| 635 |
+
"val_recon_loss": 0.2208881014853381,
|
| 636 |
+
"val_utilization": 0.949951171875,
|
| 637 |
+
"time_sec": 141.00962376594543
|
| 638 |
+
},
|
| 639 |
+
{
|
| 640 |
+
"epoch": 49,
|
| 641 |
+
"loss": 0.26215042862384946,
|
| 642 |
+
"recon_loss": 0.21819759291523516,
|
| 643 |
+
"commit_loss": 0.021976417889641876,
|
| 644 |
+
"embed_loss": 0.021976417889641876,
|
| 645 |
+
"codebook_utilization": 0.965087890625,
|
| 646 |
+
"lr": 8.742553740855503e-05,
|
| 647 |
+
"phase": "full_vq",
|
| 648 |
+
"val_recon_loss": 0.22014236868767256,
|
| 649 |
+
"val_utilization": 0.952392578125,
|
| 650 |
+
"time_sec": 135.42713904380798
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"epoch": 50,
|
| 654 |
+
"loss": 0.2623459170181254,
|
| 655 |
+
"recon_loss": 0.21805116693744167,
|
| 656 |
+
"commit_loss": 0.02214737502015057,
|
| 657 |
+
"embed_loss": 0.02214737502015057,
|
| 658 |
+
"codebook_utilization": 0.965087890625,
|
| 659 |
+
"lr": 8.688653405904649e-05,
|
| 660 |
+
"phase": "full_vq",
|
| 661 |
+
"val_recon_loss": 0.2203257353453154,
|
| 662 |
+
"val_utilization": 0.949951171875,
|
| 663 |
+
"time_sec": 140.37291860580444
|
| 664 |
+
},
|
| 665 |
+
{
|
| 666 |
+
"epoch": 51,
|
| 667 |
+
"loss": 0.26253410511546665,
|
| 668 |
+
"recon_loss": 0.21801359600167933,
|
| 669 |
+
"commit_loss": 0.022260254597276208,
|
| 670 |
+
"embed_loss": 0.022260254597276208,
|
| 671 |
+
"codebook_utilization": 0.96484375,
|
| 672 |
+
"lr": 8.633795680751113e-05,
|
| 673 |
+
"phase": "full_vq",
|
| 674 |
+
"val_recon_loss": 0.22066639204708377,
|
| 675 |
+
"val_utilization": 0.95068359375,
|
| 676 |
+
"time_sec": 134.7635838985443
|
| 677 |
+
},
|
| 678 |
+
{
|
| 679 |
+
"epoch": 52,
|
| 680 |
+
"loss": 0.26251633525863893,
|
| 681 |
+
"recon_loss": 0.2178837649907846,
|
| 682 |
+
"commit_loss": 0.022316285335839927,
|
| 683 |
+
"embed_loss": 0.022316285335839927,
|
| 684 |
+
"codebook_utilization": 0.96484375,
|
| 685 |
+
"lr": 8.577994803720604e-05,
|
| 686 |
+
"phase": "full_vq",
|
| 687 |
+
"val_recon_loss": 0.2205105960536539,
|
| 688 |
+
"val_utilization": 0.95068359375,
|
| 689 |
+
"time_sec": 132.1221911907196
|
| 690 |
+
},
|
| 691 |
+
{
|
| 692 |
+
"epoch": 53,
|
| 693 |
+
"loss": 0.2626252629488787,
|
| 694 |
+
"recon_loss": 0.21770087371108332,
|
| 695 |
+
"commit_loss": 0.02246219483595392,
|
| 696 |
+
"embed_loss": 0.02246219483595392,
|
| 697 |
+
"codebook_utilization": 0.965087890625,
|
| 698 |
+
"lr": 8.521265257933945e-05,
|
| 699 |
+
"phase": "full_vq",
|
| 700 |
+
"val_recon_loss": 0.22047662584299452,
|
| 701 |
+
"val_utilization": 0.94482421875,
|
| 702 |
+
"time_sec": 135.10088562965393
|
| 703 |
+
},
|
| 704 |
+
{
|
| 705 |
+
"epoch": 54,
|
| 706 |
+
"loss": 0.262684616777632,
|
| 707 |
+
"recon_loss": 0.2176037282357371,
|
| 708 |
+
"commit_loss": 0.02254044430628217,
|
| 709 |
+
"embed_loss": 0.02254044430628217,
|
| 710 |
+
"codebook_utilization": 0.96484375,
|
| 711 |
+
"lr": 8.463621767547996e-05,
|
| 712 |
+
"phase": "full_vq",
|
| 713 |
+
"val_recon_loss": 0.22083497809225253,
|
| 714 |
+
"val_utilization": 0.94775390625,
|
| 715 |
+
"time_sec": 134.99020910263062
|
| 716 |
+
},
|
| 717 |
+
{
|
| 718 |
+
"epoch": 55,
|
| 719 |
+
"loss": 0.2625497348788308,
|
| 720 |
+
"recon_loss": 0.2174131958909474,
|
| 721 |
+
"commit_loss": 0.022568269567135067,
|
| 722 |
+
"embed_loss": 0.022568269567135067,
|
| 723 |
+
"codebook_utilization": 0.965087890625,
|
| 724 |
+
"lr": 8.405079293933984e-05,
|
| 725 |
+
"phase": "full_vq",
|
| 726 |
+
"val_recon_loss": 0.21972426370288548,
|
| 727 |
+
"val_utilization": 0.952392578125,
|
| 728 |
+
"time_sec": 142.66574263572693
|
| 729 |
+
},
|
| 730 |
+
{
|
| 731 |
+
"epoch": 56,
|
| 732 |
+
"loss": 0.2625630740227738,
|
| 733 |
+
"recon_loss": 0.21731568442854454,
|
| 734 |
+
"commit_loss": 0.022623695029314293,
|
| 735 |
+
"embed_loss": 0.022623695029314293,
|
| 736 |
+
"codebook_utilization": 0.96484375,
|
| 737 |
+
"lr": 8.345653031794289e-05,
|
| 738 |
+
"phase": "full_vq",
|
| 739 |
+
"val_recon_loss": 0.21945370809080894,
|
| 740 |
+
"val_utilization": 0.953125,
|
| 741 |
+
"time_sec": 145.99305129051208
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"epoch": 57,
|
| 745 |
+
"loss": 0.26258070134938893,
|
| 746 |
+
"recon_loss": 0.21708292392938117,
|
| 747 |
+
"commit_loss": 0.02274888864185833,
|
| 748 |
+
"embed_loss": 0.02274888864185833,
|
| 749 |
+
"codebook_utilization": 0.96484375,
|
| 750 |
+
"lr": 8.285358405218651e-05,
|
| 751 |
+
"phase": "full_vq",
|
| 752 |
+
"val_recon_loss": 0.21932257418887,
|
| 753 |
+
"val_utilization": 0.95556640625,
|
| 754 |
+
"time_sec": 138.1978497505188
|
| 755 |
+
},
|
| 756 |
+
{
|
| 757 |
+
"epoch": 58,
|
| 758 |
+
"loss": 0.2626232503633189,
|
| 759 |
+
"recon_loss": 0.2169914725753996,
|
| 760 |
+
"commit_loss": 0.022815888944437833,
|
| 761 |
+
"embed_loss": 0.022815888944437833,
|
| 762 |
+
"codebook_utilization": 0.96484375,
|
| 763 |
+
"lr": 8.22421106368085e-05,
|
| 764 |
+
"phase": "full_vq",
|
| 765 |
+
"val_recon_loss": 0.21894806288601307,
|
| 766 |
+
"val_utilization": 0.951416015625,
|
| 767 |
+
"time_sec": 145.86574983596802
|
| 768 |
+
},
|
| 769 |
+
{
|
| 770 |
+
"epoch": 59,
|
| 771 |
+
"loss": 0.2626482349060738,
|
| 772 |
+
"recon_loss": 0.2167674576848503,
|
| 773 |
+
"commit_loss": 0.022940388597992217,
|
| 774 |
+
"embed_loss": 0.022940388597992217,
|
| 775 |
+
"codebook_utilization": 0.96484375,
|
| 776 |
+
"lr": 8.162226877976883e-05,
|
| 777 |
+
"phase": "full_vq",
|
| 778 |
+
"val_recon_loss": 0.21943318760127165,
|
| 779 |
+
"val_utilization": 0.953857421875,
|
| 780 |
+
"time_sec": 142.01206827163696
|
| 781 |
+
},
|
| 782 |
+
{
|
| 783 |
+
"epoch": 60,
|
| 784 |
+
"loss": 0.26275727599051585,
|
| 785 |
+
"recon_loss": 0.21678639815105655,
|
| 786 |
+
"commit_loss": 0.022985439174644507,
|
| 787 |
+
"embed_loss": 0.022985439174644507,
|
| 788 |
+
"codebook_utilization": 0.964599609375,
|
| 789 |
+
"lr": 8.099421936105698e-05,
|
| 790 |
+
"phase": "full_vq",
|
| 791 |
+
"val_recon_loss": 0.21886526299326609,
|
| 792 |
+
"val_utilization": 0.952880859375,
|
| 793 |
+
"time_sec": 132.8587257862091
|
| 794 |
+
},
|
| 795 |
+
{
|
| 796 |
+
"epoch": 61,
|
| 797 |
+
"loss": 0.2626901668544384,
|
| 798 |
+
"recon_loss": 0.21660732560687596,
|
| 799 |
+
"commit_loss": 0.023041420631352963,
|
| 800 |
+
"embed_loss": 0.023041420631352963,
|
| 801 |
+
"codebook_utilization": 0.96484375,
|
| 802 |
+
"lr": 8.035812539093553e-05,
|
| 803 |
+
"phase": "full_vq",
|
| 804 |
+
"val_recon_loss": 0.2193846743595734,
|
| 805 |
+
"val_utilization": 0.947509765625,
|
| 806 |
+
"time_sec": 134.97693610191345
|
| 807 |
+
},
|
| 808 |
+
{
|
| 809 |
+
"epoch": 62,
|
| 810 |
+
"loss": 0.26267470548631056,
|
| 811 |
+
"recon_loss": 0.21658330828678318,
|
| 812 |
+
"commit_loss": 0.023045698645194047,
|
| 813 |
+
"embed_loss": 0.023045698645194047,
|
| 814 |
+
"codebook_utilization": 0.964599609375,
|
| 815 |
+
"lr": 7.971415196763084e-05,
|
| 816 |
+
"phase": "full_vq",
|
| 817 |
+
"val_recon_loss": 0.2193064247624258,
|
| 818 |
+
"val_utilization": 0.953125,
|
| 819 |
+
"time_sec": 133.91056394577026
|
| 820 |
+
},
|
| 821 |
+
{
|
| 822 |
+
"epoch": 63,
|
| 823 |
+
"loss": 0.2625721351806387,
|
| 824 |
+
"recon_loss": 0.21640123990250798,
|
| 825 |
+
"commit_loss": 0.023085447757689125,
|
| 826 |
+
"embed_loss": 0.023085447757689125,
|
| 827 |
+
"codebook_utilization": 0.964111328125,
|
| 828 |
+
"lr": 7.90624662344818e-05,
|
| 829 |
+
"phase": "full_vq",
|
| 830 |
+
"val_recon_loss": 0.21904683314012677,
|
| 831 |
+
"val_utilization": 0.9541015625,
|
| 832 |
+
"time_sec": 135.78576517105103
|
| 833 |
+
},
|
| 834 |
+
{
|
| 835 |
+
"epoch": 64,
|
| 836 |
+
"loss": 0.26236986173039206,
|
| 837 |
+
"recon_loss": 0.2162628132839836,
|
| 838 |
+
"commit_loss": 0.023053524303969328,
|
| 839 |
+
"embed_loss": 0.023053524303969328,
|
| 840 |
+
"codebook_utilization": 0.96435546875,
|
| 841 |
+
"lr": 7.840323733655777e-05,
|
| 842 |
+
"phase": "full_vq",
|
| 843 |
+
"val_recon_loss": 0.21925017639492336,
|
| 844 |
+
"val_utilization": 0.943359375,
|
| 845 |
+
"time_sec": 138.8038284778595
|
| 846 |
+
},
|
| 847 |
+
{
|
| 848 |
+
"epoch": 65,
|
| 849 |
+
"loss": 0.26251463022658494,
|
| 850 |
+
"recon_loss": 0.216217305460758,
|
| 851 |
+
"commit_loss": 0.023148662216335453,
|
| 852 |
+
"embed_loss": 0.023148662216335453,
|
| 853 |
+
"codebook_utilization": 0.96435546875,
|
| 854 |
+
"lr": 7.773663637675692e-05,
|
| 855 |
+
"phase": "full_vq",
|
| 856 |
+
"val_recon_loss": 0.21831443294715347,
|
| 857 |
+
"val_utilization": 0.95263671875,
|
| 858 |
+
"time_sec": 134.38734650611877
|
| 859 |
+
},
|
| 860 |
+
{
|
| 861 |
+
"epoch": 66,
|
| 862 |
+
"loss": 0.26254441928330474,
|
| 863 |
+
"recon_loss": 0.21614270881424105,
|
| 864 |
+
"commit_loss": 0.023200855221912304,
|
| 865 |
+
"embed_loss": 0.023200855221912304,
|
| 866 |
+
"codebook_utilization": 0.964599609375,
|
| 867 |
+
"lr": 7.706283637139655e-05,
|
| 868 |
+
"phase": "full_vq",
|
| 869 |
+
"val_recon_loss": 0.21837528234117487,
|
| 870 |
+
"val_utilization": 0.9501953125,
|
| 871 |
+
"time_sec": 136.06812143325806
|
| 872 |
+
},
|
| 873 |
+
{
|
| 874 |
+
"epoch": 67,
|
| 875 |
+
"loss": 0.26247545271142714,
|
| 876 |
+
"recon_loss": 0.21597563437006984,
|
| 877 |
+
"commit_loss": 0.02324990932716102,
|
| 878 |
+
"embed_loss": 0.02324990932716102,
|
| 879 |
+
"codebook_utilization": 0.96435546875,
|
| 880 |
+
"lr": 7.638201220530662e-05,
|
| 881 |
+
"phase": "full_vq",
|
| 882 |
+
"val_recon_loss": 0.2185103822959943,
|
| 883 |
+
"val_utilization": 0.952392578125,
|
| 884 |
+
"time_sec": 142.83888840675354
|
| 885 |
+
},
|
| 886 |
+
{
|
| 887 |
+
"epoch": 68,
|
| 888 |
+
"loss": 0.26241777909965047,
|
| 889 |
+
"recon_loss": 0.2158464916999424,
|
| 890 |
+
"commit_loss": 0.02328564363928022,
|
| 891 |
+
"embed_loss": 0.02328564363928022,
|
| 892 |
+
"codebook_utilization": 0.96484375,
|
| 893 |
+
"lr": 7.569434058643842e-05,
|
| 894 |
+
"phase": "full_vq",
|
| 895 |
+
"val_recon_loss": 0.2178707250885749,
|
| 896 |
+
"val_utilization": 0.94775390625,
|
| 897 |
+
"time_sec": 137.47662663459778
|
| 898 |
+
},
|
| 899 |
+
{
|
| 900 |
+
"epoch": 69,
|
| 901 |
+
"loss": 0.26233261960954846,
|
| 902 |
+
"recon_loss": 0.21578528340350644,
|
| 903 |
+
"commit_loss": 0.023273668214073027,
|
| 904 |
+
"embed_loss": 0.023273668214073027,
|
| 905 |
+
"codebook_utilization": 0.964599609375,
|
| 906 |
+
"lr": 7.499999999999998e-05,
|
| 907 |
+
"phase": "full_vq",
|
| 908 |
+
"val_recon_loss": 0.21815377281288081,
|
| 909 |
+
"val_utilization": 0.95166015625,
|
| 910 |
+
"time_sec": 137.08377933502197
|
| 911 |
+
},
|
| 912 |
+
{
|
| 913 |
+
"epoch": 70,
|
| 914 |
+
"loss": 0.26238782917904013,
|
| 915 |
+
"recon_loss": 0.21565110981464386,
|
| 916 |
+
"commit_loss": 0.023368359535811394,
|
| 917 |
+
"embed_loss": 0.023368359535811394,
|
| 918 |
+
"codebook_utilization": 0.964111328125,
|
| 919 |
+
"lr": 7.429917066213028e-05,
|
| 920 |
+
"phase": "full_vq",
|
| 921 |
+
"val_recon_loss": 0.2190959115376633,
|
| 922 |
+
"val_utilization": 0.953369140625,
|
| 923 |
+
"time_sec": 136.61912369728088
|
| 924 |
+
},
|
| 925 |
+
{
|
| 926 |
+
"epoch": 71,
|
| 927 |
+
"loss": 0.26244070697929156,
|
| 928 |
+
"recon_loss": 0.21563088160947086,
|
| 929 |
+
"commit_loss": 0.023404912679862524,
|
| 930 |
+
"embed_loss": 0.023404912679862524,
|
| 931 |
+
"codebook_utilization": 0.96435546875,
|
| 932 |
+
"lr": 7.359203447312409e-05,
|
| 933 |
+
"phase": "full_vq",
|
| 934 |
+
"val_recon_loss": 0.21785652670967445,
|
| 935 |
+
"val_utilization": 0.9541015625,
|
| 936 |
+
"time_sec": 143.15168595314026
|
| 937 |
+
},
|
| 938 |
+
{
|
| 939 |
+
"epoch": 72,
|
| 940 |
+
"loss": 0.26219113080239875,
|
| 941 |
+
"recon_loss": 0.21544426015318247,
|
| 942 |
+
"commit_loss": 0.0233734353649907,
|
| 943 |
+
"embed_loss": 0.0233734353649907,
|
| 944 |
+
"codebook_utilization": 0.964599609375,
|
| 945 |
+
"lr": 7.287877497021975e-05,
|
| 946 |
+
"phase": "full_vq",
|
| 947 |
+
"val_recon_loss": 0.21749303205294557,
|
| 948 |
+
"val_utilization": 0.953857421875,
|
| 949 |
+
"time_sec": 132.9413378238678
|
| 950 |
+
},
|
| 951 |
+
{
|
| 952 |
+
"epoch": 73,
|
| 953 |
+
"loss": 0.2623570311642921,
|
| 954 |
+
"recon_loss": 0.21531846103710212,
|
| 955 |
+
"commit_loss": 0.023519285093881896,
|
| 956 |
+
"embed_loss": 0.023519285093881896,
|
| 957 |
+
"codebook_utilization": 0.96435546875,
|
| 958 |
+
"lr": 7.215957727996207e-05,
|
| 959 |
+
"phase": "full_vq",
|
| 960 |
+
"val_recon_loss": 0.21846277727169938,
|
| 961 |
+
"val_utilization": 0.949462890625,
|
| 962 |
+
"time_sec": 141.15300703048706
|
| 963 |
+
},
|
| 964 |
+
{
|
| 965 |
+
"epoch": 74,
|
| 966 |
+
"loss": 0.2624412690034404,
|
| 967 |
+
"recon_loss": 0.21534772207178074,
|
| 968 |
+
"commit_loss": 0.023546773286632246,
|
| 969 |
+
"embed_loss": 0.023546773286632246,
|
| 970 |
+
"codebook_utilization": 0.96435546875,
|
| 971 |
+
"lr": 7.143462807015271e-05,
|
| 972 |
+
"phase": "full_vq",
|
| 973 |
+
"val_recon_loss": 0.21801655027973518,
|
| 974 |
+
"val_utilization": 0.953369140625,
|
| 975 |
+
"time_sec": 144.36809396743774
|
| 976 |
+
},
|
| 977 |
+
{
|
| 978 |
+
"epoch": 75,
|
| 979 |
+
"loss": 0.26219636684430003,
|
| 980 |
+
"recon_loss": 0.2151943643685925,
|
| 981 |
+
"commit_loss": 0.023501001030893184,
|
| 982 |
+
"embed_loss": 0.023501001030893184,
|
| 983 |
+
"codebook_utilization": 0.964111328125,
|
| 984 |
+
"lr": 7.07041155014006e-05,
|
| 985 |
+
"phase": "full_vq",
|
| 986 |
+
"val_recon_loss": 0.21753000794501787,
|
| 987 |
+
"val_utilization": 0.9521484375,
|
| 988 |
+
"time_sec": 142.3067388534546
|
| 989 |
+
},
|
| 990 |
+
{
|
| 991 |
+
"epoch": 76,
|
| 992 |
+
"loss": 0.26240552162251823,
|
| 993 |
+
"recon_loss": 0.21510267409124995,
|
| 994 |
+
"commit_loss": 0.023651423874162237,
|
| 995 |
+
"embed_loss": 0.023651423874162237,
|
| 996 |
+
"codebook_utilization": 0.964111328125,
|
| 997 |
+
"lr": 6.996822917828478e-05,
|
| 998 |
+
"phase": "full_vq",
|
| 999 |
+
"val_recon_loss": 0.2177299749148026,
|
| 1000 |
+
"val_utilization": 0.95068359375,
|
| 1001 |
+
"time_sec": 144.21056818962097
|
| 1002 |
+
},
|
| 1003 |
+
{
|
| 1004 |
+
"epoch": 77,
|
| 1005 |
+
"loss": 0.2624368397645188,
|
| 1006 |
+
"recon_loss": 0.2150657492561069,
|
| 1007 |
+
"commit_loss": 0.023685545143153932,
|
| 1008 |
+
"embed_loss": 0.023685545143153932,
|
| 1009 |
+
"codebook_utilization": 0.964111328125,
|
| 1010 |
+
"lr": 6.922716010014254e-05,
|
| 1011 |
+
"phase": "full_vq",
|
| 1012 |
+
"val_recon_loss": 0.2176151710949587,
|
| 1013 |
+
"val_utilization": 0.9482421875,
|
| 1014 |
+
"time_sec": 141.2098548412323
|
| 1015 |
+
},
|
| 1016 |
+
{
|
| 1017 |
+
"epoch": 78,
|
| 1018 |
+
"loss": 0.26235106452128426,
|
| 1019 |
+
"recon_loss": 0.21501024715541825,
|
| 1020 |
+
"commit_loss": 0.023670408761174214,
|
| 1021 |
+
"embed_loss": 0.023670408761174214,
|
| 1022 |
+
"codebook_utilization": 0.964111328125,
|
| 1023 |
+
"lr": 6.848110061149553e-05,
|
| 1024 |
+
"phase": "full_vq",
|
| 1025 |
+
"val_recon_loss": 0.21775933932722286,
|
| 1026 |
+
"val_utilization": 0.950927734375,
|
| 1027 |
+
"time_sec": 144.76255917549133
|
| 1028 |
+
},
|
| 1029 |
+
{
|
| 1030 |
+
"epoch": 79,
|
| 1031 |
+
"loss": 0.26233030482117076,
|
| 1032 |
+
"recon_loss": 0.21490754027596012,
|
| 1033 |
+
"commit_loss": 0.023711382371037794,
|
| 1034 |
+
"embed_loss": 0.023711382371037794,
|
| 1035 |
+
"codebook_utilization": 0.964599609375,
|
| 1036 |
+
"lr": 6.773024435212678e-05,
|
| 1037 |
+
"phase": "full_vq",
|
| 1038 |
+
"val_recon_loss": 0.2173820888058523,
|
| 1039 |
+
"val_utilization": 0.95068359375,
|
| 1040 |
+
"time_sec": 141.6652626991272
|
| 1041 |
+
},
|
| 1042 |
+
{
|
| 1043 |
+
"epoch": 80,
|
| 1044 |
+
"loss": 0.2624470307453861,
|
| 1045 |
+
"recon_loss": 0.21483368028793232,
|
| 1046 |
+
"commit_loss": 0.023806675226202986,
|
| 1047 |
+
"embed_loss": 0.023806675226202986,
|
| 1048 |
+
"codebook_utilization": 0.963623046875,
|
| 1049 |
+
"lr": 6.697478620682138e-05,
|
| 1050 |
+
"phase": "full_vq",
|
| 1051 |
+
"val_recon_loss": 0.21697901289784507,
|
| 1052 |
+
"val_utilization": 0.94970703125,
|
| 1053 |
+
"time_sec": 137.51616597175598
|
| 1054 |
+
},
|
| 1055 |
+
{
|
| 1056 |
+
"epoch": 81,
|
| 1057 |
+
"loss": 0.2623364634226331,
|
| 1058 |
+
"recon_loss": 0.21468003019488602,
|
| 1059 |
+
"commit_loss": 0.023828216184808956,
|
| 1060 |
+
"embed_loss": 0.023828216184808956,
|
| 1061 |
+
"codebook_utilization": 0.964111328125,
|
| 1062 |
+
"lr": 6.621492225478415e-05,
|
| 1063 |
+
"phase": "full_vq",
|
| 1064 |
+
"val_recon_loss": 0.21735587850045623,
|
| 1065 |
+
"val_utilization": 0.952880859375,
|
| 1066 |
+
"time_sec": 139.81858944892883
|
| 1067 |
+
},
|
| 1068 |
+
{
|
| 1069 |
+
"epoch": 82,
|
| 1070 |
+
"loss": 0.2622073751679927,
|
| 1071 |
+
"recon_loss": 0.2145599073510829,
|
| 1072 |
+
"commit_loss": 0.023823733850404982,
|
| 1073 |
+
"embed_loss": 0.023823733850404982,
|
| 1074 |
+
"codebook_utilization": 0.964599609375,
|
| 1075 |
+
"lr": 6.545084971874738e-05,
|
| 1076 |
+
"phase": "full_vq",
|
| 1077 |
+
"val_recon_loss": 0.2173672378732917,
|
| 1078 |
+
"val_utilization": 0.94921875,
|
| 1079 |
+
"time_sec": 141.89817309379578
|
| 1080 |
+
},
|
| 1081 |
+
{
|
| 1082 |
+
"epoch": 83,
|
| 1083 |
+
"loss": 0.26239230986533124,
|
| 1084 |
+
"recon_loss": 0.21458652561030736,
|
| 1085 |
+
"commit_loss": 0.023902892011412113,
|
| 1086 |
+
"embed_loss": 0.023902892011412113,
|
| 1087 |
+
"codebook_utilization": 0.963623046875,
|
| 1088 |
+
"lr": 6.468276691378155e-05,
|
| 1089 |
+
"phase": "full_vq",
|
| 1090 |
+
"val_recon_loss": 0.21719316183851006,
|
| 1091 |
+
"val_utilization": 0.95361328125,
|
| 1092 |
+
"time_sec": 140.54402613639832
|
| 1093 |
+
},
|
| 1094 |
+
{
|
| 1095 |
+
"epoch": 84,
|
| 1096 |
+
"loss": 0.2623866770446785,
|
| 1097 |
+
"recon_loss": 0.21454203241885839,
|
| 1098 |
+
"commit_loss": 0.02392232222457323,
|
| 1099 |
+
"embed_loss": 0.02392232222457323,
|
| 1100 |
+
"codebook_utilization": 0.96435546875,
|
| 1101 |
+
"lr": 6.391087319582264e-05,
|
| 1102 |
+
"phase": "full_vq",
|
| 1103 |
+
"val_recon_loss": 0.21700922081644616,
|
| 1104 |
+
"val_utilization": 0.9521484375,
|
| 1105 |
+
"time_sec": 145.78504157066345
|
| 1106 |
+
},
|
| 1107 |
+
{
|
| 1108 |
+
"epoch": 85,
|
| 1109 |
+
"loss": 0.2622778673926343,
|
| 1110 |
+
"recon_loss": 0.21446132791155398,
|
| 1111 |
+
"commit_loss": 0.023908269720348884,
|
| 1112 |
+
"embed_loss": 0.023908269720348884,
|
| 1113 |
+
"codebook_utilization": 0.96435546875,
|
| 1114 |
+
"lr": 6.313536890992936e-05,
|
| 1115 |
+
"phase": "full_vq",
|
| 1116 |
+
"val_recon_loss": 0.21672186431255233,
|
| 1117 |
+
"val_utilization": 0.947021484375,
|
| 1118 |
+
"time_sec": 138.73414516448975
|
| 1119 |
+
},
|
| 1120 |
+
{
|
| 1121 |
+
"epoch": 86,
|
| 1122 |
+
"loss": 0.2620549104441472,
|
| 1123 |
+
"recon_loss": 0.2142903511399822,
|
| 1124 |
+
"commit_loss": 0.023882279255828722,
|
| 1125 |
+
"embed_loss": 0.023882279255828722,
|
| 1126 |
+
"codebook_utilization": 0.96435546875,
|
| 1127 |
+
"lr": 6.23564553382835e-05,
|
| 1128 |
+
"phase": "full_vq",
|
| 1129 |
+
"val_recon_loss": 0.21709384116229047,
|
| 1130 |
+
"val_utilization": 0.9501953125,
|
| 1131 |
+
"time_sec": 136.98708629608154
|
| 1132 |
+
},
|
| 1133 |
+
{
|
| 1134 |
+
"epoch": 87,
|
| 1135 |
+
"loss": 0.2621268547041629,
|
| 1136 |
+
"recon_loss": 0.2142765432555824,
|
| 1137 |
+
"commit_loss": 0.023925155683907712,
|
| 1138 |
+
"embed_loss": 0.023925155683907712,
|
| 1139 |
+
"codebook_utilization": 0.96435546875,
|
| 1140 |
+
"lr": 6.157433464794716e-05,
|
| 1141 |
+
"phase": "full_vq",
|
| 1142 |
+
"val_recon_loss": 0.21668502805608042,
|
| 1143 |
+
"val_utilization": 0.949951171875,
|
| 1144 |
+
"time_sec": 136.89178586006165
|
| 1145 |
+
},
|
| 1146 |
+
{
|
| 1147 |
+
"epoch": 88,
|
| 1148 |
+
"loss": 0.26221330199380555,
|
| 1149 |
+
"recon_loss": 0.21424086038578494,
|
| 1150 |
+
"commit_loss": 0.02398622087467977,
|
| 1151 |
+
"embed_loss": 0.02398622087467977,
|
| 1152 |
+
"codebook_utilization": 0.964111328125,
|
| 1153 |
+
"lr": 6.0789209838390326e-05,
|
| 1154 |
+
"phase": "full_vq",
|
| 1155 |
+
"val_recon_loss": 0.21680285823479128,
|
| 1156 |
+
"val_utilization": 0.952392578125,
|
| 1157 |
+
"time_sec": 146.51975417137146
|
| 1158 |
+
},
|
| 1159 |
+
{
|
| 1160 |
+
"epoch": 89,
|
| 1161 |
+
"loss": 0.2623724174612583,
|
| 1162 |
+
"recon_loss": 0.21422967869980225,
|
| 1163 |
+
"commit_loss": 0.024071369133384892,
|
| 1164 |
+
"embed_loss": 0.024071369133384892,
|
| 1165 |
+
"codebook_utilization": 0.964599609375,
|
| 1166 |
+
"lr": 6.000128468880224e-05,
|
| 1167 |
+
"phase": "full_vq",
|
| 1168 |
+
"val_recon_loss": 0.2167005233382911,
|
| 1169 |
+
"val_utilization": 0.94970703125,
|
| 1170 |
+
"time_sec": 135.16049242019653
|
| 1171 |
+
},
|
| 1172 |
+
{
|
| 1173 |
+
"epoch": 90,
|
| 1174 |
+
"loss": 0.2623601592168575,
|
| 1175 |
+
"recon_loss": 0.2140586848867941,
|
| 1176 |
+
"commit_loss": 0.024150737220557723,
|
| 1177 |
+
"embed_loss": 0.024150737220557723,
|
| 1178 |
+
"codebook_utilization": 0.964111328125,
|
| 1179 |
+
"lr": 5.9210763705200585e-05,
|
| 1180 |
+
"phase": "full_vq",
|
| 1181 |
+
"val_recon_loss": 0.21655598893929062,
|
| 1182 |
+
"val_utilization": 0.95361328125,
|
| 1183 |
+
"time_sec": 139.48371744155884
|
| 1184 |
+
},
|
| 1185 |
+
{
|
| 1186 |
+
"epoch": 91,
|
| 1187 |
+
"loss": 0.26245073332049984,
|
| 1188 |
+
"recon_loss": 0.2140443040749568,
|
| 1189 |
+
"commit_loss": 0.024203214822160358,
|
| 1190 |
+
"embed_loss": 0.024203214822160358,
|
| 1191 |
+
"codebook_utilization": 0.964111328125,
|
| 1192 |
+
"lr": 5.841785206735194e-05,
|
| 1193 |
+
"phase": "full_vq",
|
| 1194 |
+
"val_recon_loss": 0.21645763608511914,
|
| 1195 |
+
"val_utilization": 0.954345703125,
|
| 1196 |
+
"time_sec": 133.07284212112427
|
| 1197 |
+
},
|
| 1198 |
+
{
|
| 1199 |
+
"epoch": 92,
|
| 1200 |
+
"loss": 0.26237547143203455,
|
| 1201 |
+
"recon_loss": 0.21393440621412865,
|
| 1202 |
+
"commit_loss": 0.024220532419659744,
|
| 1203 |
+
"embed_loss": 0.024220532419659744,
|
| 1204 |
+
"codebook_utilization": 0.964111328125,
|
| 1205 |
+
"lr": 5.7622755575517285e-05,
|
| 1206 |
+
"phase": "full_vq",
|
| 1207 |
+
"val_recon_loss": 0.21658130852359064,
|
| 1208 |
+
"val_utilization": 0.95361328125,
|
| 1209 |
+
"time_sec": 141.17808604240417
|
| 1210 |
+
},
|
| 1211 |
+
{
|
| 1212 |
+
"epoch": 93,
|
| 1213 |
+
"loss": 0.26231447358926135,
|
| 1214 |
+
"recon_loss": 0.21383224316648028,
|
| 1215 |
+
"commit_loss": 0.02424111514829281,
|
| 1216 |
+
"embed_loss": 0.02424111514829281,
|
| 1217 |
+
"codebook_utilization": 0.964111328125,
|
| 1218 |
+
"lr": 5.6825680597036586e-05,
|
| 1219 |
+
"phase": "full_vq",
|
| 1220 |
+
"val_recon_loss": 0.2165020809749539,
|
| 1221 |
+
"val_utilization": 0.950927734375,
|
| 1222 |
+
"time_sec": 143.72083640098572
|
| 1223 |
+
},
|
| 1224 |
+
{
|
| 1225 |
+
"epoch": 94,
|
| 1226 |
+
"loss": 0.26243370480653716,
|
| 1227 |
+
"recon_loss": 0.2138815036593737,
|
| 1228 |
+
"commit_loss": 0.024276100679585928,
|
| 1229 |
+
"embed_loss": 0.024276100679585928,
|
| 1230 |
+
"codebook_utilization": 0.964111328125,
|
| 1231 |
+
"lr": 5.602683401276615e-05,
|
| 1232 |
+
"phase": "full_vq",
|
| 1233 |
+
"val_recon_loss": 0.21651848983228877,
|
| 1234 |
+
"val_utilization": 0.95361328125,
|
| 1235 |
+
"time_sec": 143.66276907920837
|
| 1236 |
+
},
|
| 1237 |
+
{
|
| 1238 |
+
"epoch": 95,
|
| 1239 |
+
"loss": 0.26229014348612245,
|
| 1240 |
+
"recon_loss": 0.21371060014174884,
|
| 1241 |
+
"commit_loss": 0.024289771525800065,
|
| 1242 |
+
"embed_loss": 0.024289771525800065,
|
| 1243 |
+
"codebook_utilization": 0.9638671875,
|
| 1244 |
+
"lr": 5.522642316338268e-05,
|
| 1245 |
+
"phase": "full_vq",
|
| 1246 |
+
"val_recon_loss": 0.21645400765236844,
|
| 1247 |
+
"val_utilization": 0.95166015625,
|
| 1248 |
+
"time_sec": 139.4727485179901
|
| 1249 |
+
},
|
| 1250 |
+
{
|
| 1251 |
+
"epoch": 96,
|
| 1252 |
+
"loss": 0.26247825647191947,
|
| 1253 |
+
"recon_loss": 0.21367310435791326,
|
| 1254 |
+
"commit_loss": 0.024402575956046745,
|
| 1255 |
+
"embed_loss": 0.024402575956046745,
|
| 1256 |
+
"codebook_utilization": 0.964111328125,
|
| 1257 |
+
"lr": 5.4424655795567935e-05,
|
| 1258 |
+
"phase": "full_vq",
|
| 1259 |
+
"val_recon_loss": 0.21640119182594705,
|
| 1260 |
+
"val_utilization": 0.95166015625,
|
| 1261 |
+
"time_sec": 143.47048616409302
|
| 1262 |
+
},
|
| 1263 |
+
{
|
| 1264 |
+
"epoch": 97,
|
| 1265 |
+
"loss": 0.2625528493830505,
|
| 1266 |
+
"recon_loss": 0.21364202174713942,
|
| 1267 |
+
"commit_loss": 0.024455413747286086,
|
| 1268 |
+
"embed_loss": 0.024455413747286086,
|
| 1269 |
+
"codebook_utilization": 0.9638671875,
|
| 1270 |
+
"lr": 5.3621740008088126e-05,
|
| 1271 |
+
"phase": "full_vq",
|
| 1272 |
+
"val_recon_loss": 0.21614325490225567,
|
| 1273 |
+
"val_utilization": 0.951416015625,
|
| 1274 |
+
"time_sec": 135.01982259750366
|
| 1275 |
+
},
|
| 1276 |
+
{
|
| 1277 |
+
"epoch": 98,
|
| 1278 |
+
"loss": 0.262200346645624,
|
| 1279 |
+
"recon_loss": 0.21356922713156315,
|
| 1280 |
+
"commit_loss": 0.024315559774697796,
|
| 1281 |
+
"embed_loss": 0.024315559774697796,
|
| 1282 |
+
"codebook_utilization": 0.964111328125,
|
| 1283 |
+
"lr": 5.281788419778186e-05,
|
| 1284 |
+
"phase": "full_vq",
|
| 1285 |
+
"val_recon_loss": 0.21631419332174773,
|
| 1286 |
+
"val_utilization": 0.95166015625,
|
| 1287 |
+
"time_sec": 142.65433263778687
|
| 1288 |
+
},
|
| 1289 |
+
{
|
| 1290 |
+
"epoch": 99,
|
| 1291 |
+
"loss": 0.262547532212605,
|
| 1292 |
+
"recon_loss": 0.21357469924985556,
|
| 1293 |
+
"commit_loss": 0.024486416362750982,
|
| 1294 |
+
"embed_loss": 0.024486416362750982,
|
| 1295 |
+
"codebook_utilization": 0.9638671875,
|
| 1296 |
+
"lr": 5.201329700547076e-05,
|
| 1297 |
+
"phase": "full_vq",
|
| 1298 |
+
"val_recon_loss": 0.216151856639412,
|
| 1299 |
+
"val_utilization": 0.954345703125,
|
| 1300 |
+
"time_sec": 143.2004942893982
|
| 1301 |
+
},
|
| 1302 |
+
{
|
| 1303 |
+
"epoch": 100,
|
| 1304 |
+
"loss": 0.26244740985677173,
|
| 1305 |
+
"recon_loss": 0.21355270792232942,
|
| 1306 |
+
"commit_loss": 0.024447350838501764,
|
| 1307 |
+
"embed_loss": 0.024447350838501764,
|
| 1308 |
+
"codebook_utilization": 0.9638671875,
|
| 1309 |
+
"lr": 5.120818726180663e-05,
|
| 1310 |
+
"phase": "full_vq",
|
| 1311 |
+
"val_recon_loss": 0.21592140105668078,
|
| 1312 |
+
"val_utilization": 0.952392578125,
|
| 1313 |
+
"time_sec": 144.23687529563904
|
| 1314 |
+
},
|
| 1315 |
+
{
|
| 1316 |
+
"epoch": 101,
|
| 1317 |
+
"loss": 0.26259658729965446,
|
| 1318 |
+
"recon_loss": 0.213514934871901,
|
| 1319 |
+
"commit_loss": 0.024540826148255084,
|
| 1320 |
+
"embed_loss": 0.024540826148255084,
|
| 1321 |
+
"codebook_utilization": 0.963623046875,
|
| 1322 |
+
"lr": 5.040276393306951e-05,
|
| 1323 |
+
"phase": "full_vq",
|
| 1324 |
+
"val_recon_loss": 0.21592071786355438,
|
| 1325 |
+
"val_utilization": 0.95263671875,
|
| 1326 |
+
"time_sec": 143.10771584510803
|
| 1327 |
+
},
|
| 1328 |
+
{
|
| 1329 |
+
"epoch": 102,
|
| 1330 |
+
"loss": 0.2624320983684806,
|
| 1331 |
+
"recon_loss": 0.21332257085537845,
|
| 1332 |
+
"commit_loss": 0.02455476401146592,
|
| 1333 |
+
"embed_loss": 0.02455476401146592,
|
| 1334 |
+
"codebook_utilization": 0.9638671875,
|
| 1335 |
+
"lr": 4.9597236066930516e-05,
|
| 1336 |
+
"phase": "full_vq",
|
| 1337 |
+
"val_recon_loss": 0.21663070888666625,
|
| 1338 |
+
"val_utilization": 0.950927734375,
|
| 1339 |
+
"time_sec": 142.21347641944885
|
| 1340 |
+
},
|
| 1341 |
+
{
|
| 1342 |
+
"epoch": 103,
|
| 1343 |
+
"loss": 0.26245626988934306,
|
| 1344 |
+
"recon_loss": 0.21329183280871813,
|
| 1345 |
+
"commit_loss": 0.024582218320732357,
|
| 1346 |
+
"embed_loss": 0.024582218320732357,
|
| 1347 |
+
"codebook_utilization": 0.96337890625,
|
| 1348 |
+
"lr": 4.879181273819339e-05,
|
| 1349 |
+
"phase": "full_vq",
|
| 1350 |
+
"val_recon_loss": 0.21620739276489515,
|
| 1351 |
+
"val_utilization": 0.950927734375,
|
| 1352 |
+
"time_sec": 145.31684947013855
|
| 1353 |
+
},
|
| 1354 |
+
{
|
| 1355 |
+
"epoch": 104,
|
| 1356 |
+
"loss": 0.26249102781700895,
|
| 1357 |
+
"recon_loss": 0.2132447780107418,
|
| 1358 |
+
"commit_loss": 0.024623125009137763,
|
| 1359 |
+
"embed_loss": 0.024623125009137763,
|
| 1360 |
+
"codebook_utilization": 0.9638671875,
|
| 1361 |
+
"lr": 4.798670299452925e-05,
|
| 1362 |
+
"phase": "full_vq",
|
| 1363 |
+
"val_recon_loss": 0.21578157065289744,
|
| 1364 |
+
"val_utilization": 0.94873046875,
|
| 1365 |
+
"time_sec": 143.2276611328125
|
| 1366 |
+
},
|
| 1367 |
+
{
|
| 1368 |
+
"epoch": 105,
|
| 1369 |
+
"loss": 0.26241572643440914,
|
| 1370 |
+
"recon_loss": 0.21322347140974468,
|
| 1371 |
+
"commit_loss": 0.02459612760571687,
|
| 1372 |
+
"embed_loss": 0.02459612760571687,
|
| 1373 |
+
"codebook_utilization": 0.963623046875,
|
| 1374 |
+
"lr": 4.718211580221814e-05,
|
| 1375 |
+
"phase": "full_vq",
|
| 1376 |
+
"val_recon_loss": 0.21590519905760047,
|
| 1377 |
+
"val_utilization": 0.951416015625,
|
| 1378 |
+
"time_sec": 142.68286609649658
|
| 1379 |
+
},
|
| 1380 |
+
{
|
| 1381 |
+
"epoch": 106,
|
| 1382 |
+
"loss": 0.262540693165164,
|
| 1383 |
+
"recon_loss": 0.21309678379678468,
|
| 1384 |
+
"commit_loss": 0.0247219543989879,
|
| 1385 |
+
"embed_loss": 0.0247219543989879,
|
| 1386 |
+
"codebook_utilization": 0.9638671875,
|
| 1387 |
+
"lr": 4.637825999191189e-05,
|
| 1388 |
+
"phase": "full_vq",
|
| 1389 |
+
"val_recon_loss": 0.21581601091984953,
|
| 1390 |
+
"val_utilization": 0.952880859375,
|
| 1391 |
+
"time_sec": 143.06476855278015
|
| 1392 |
+
},
|
| 1393 |
+
{
|
| 1394 |
+
"epoch": 107,
|
| 1395 |
+
"loss": 0.2626226111479245,
|
| 1396 |
+
"recon_loss": 0.21309993232330332,
|
| 1397 |
+
"commit_loss": 0.02476133947288441,
|
| 1398 |
+
"embed_loss": 0.02476133947288441,
|
| 1399 |
+
"codebook_utilization": 0.963623046875,
|
| 1400 |
+
"lr": 4.557534420443209e-05,
|
| 1401 |
+
"phase": "full_vq",
|
| 1402 |
+
"val_recon_loss": 0.21580222692717327,
|
| 1403 |
+
"val_utilization": 0.952880859375,
|
| 1404 |
+
"time_sec": 138.99657583236694
|
| 1405 |
+
},
|
| 1406 |
+
{
|
| 1407 |
+
"epoch": 108,
|
| 1408 |
+
"loss": 0.2625783171030241,
|
| 1409 |
+
"recon_loss": 0.2130398264906917,
|
| 1410 |
+
"commit_loss": 0.02476924516482728,
|
| 1411 |
+
"embed_loss": 0.02476924516482728,
|
| 1412 |
+
"codebook_utilization": 0.9638671875,
|
| 1413 |
+
"lr": 4.477357683661733e-05,
|
| 1414 |
+
"phase": "full_vq",
|
| 1415 |
+
"val_recon_loss": 0.21578819698162294,
|
| 1416 |
+
"val_utilization": 0.94970703125,
|
| 1417 |
+
"time_sec": 141.73647093772888
|
| 1418 |
+
},
|
| 1419 |
+
{
|
| 1420 |
+
"epoch": 109,
|
| 1421 |
+
"loss": 0.2626569550534897,
|
| 1422 |
+
"recon_loss": 0.212990672385628,
|
| 1423 |
+
"commit_loss": 0.024833141578750075,
|
| 1424 |
+
"embed_loss": 0.024833141578750075,
|
| 1425 |
+
"codebook_utilization": 0.9638671875,
|
| 1426 |
+
"lr": 4.397316598723385e-05,
|
| 1427 |
+
"phase": "full_vq",
|
| 1428 |
+
"val_recon_loss": 0.21570578619335476,
|
| 1429 |
+
"val_utilization": 0.95458984375,
|
| 1430 |
+
"time_sec": 143.8497610092163
|
| 1431 |
+
},
|
| 1432 |
+
{
|
| 1433 |
+
"epoch": 110,
|
| 1434 |
+
"loss": 0.26262666285037994,
|
| 1435 |
+
"recon_loss": 0.2129026357801303,
|
| 1436 |
+
"commit_loss": 0.024862013709274572,
|
| 1437 |
+
"embed_loss": 0.024862013709274572,
|
| 1438 |
+
"codebook_utilization": 0.9638671875,
|
| 1439 |
+
"lr": 4.317431940296343e-05,
|
| 1440 |
+
"phase": "full_vq",
|
| 1441 |
+
"val_recon_loss": 0.2154975456468175,
|
| 1442 |
+
"val_utilization": 0.948974609375,
|
| 1443 |
+
"time_sec": 143.44073915481567
|
| 1444 |
+
},
|
| 1445 |
+
{
|
| 1446 |
+
"epoch": 111,
|
| 1447 |
+
"loss": 0.2626328876994167,
|
| 1448 |
+
"recon_loss": 0.21284882169025054,
|
| 1449 |
+
"commit_loss": 0.024892033029822153,
|
| 1450 |
+
"embed_loss": 0.024892033029822153,
|
| 1451 |
+
"codebook_utilization": 0.9638671875,
|
| 1452 |
+
"lr": 4.237724442448274e-05,
|
| 1453 |
+
"phase": "full_vq",
|
| 1454 |
+
"val_recon_loss": 0.21570696514309123,
|
| 1455 |
+
"val_utilization": 0.94873046875,
|
| 1456 |
+
"time_sec": 138.77132177352905
|
| 1457 |
+
},
|
| 1458 |
+
{
|
| 1459 |
+
"epoch": 112,
|
| 1460 |
+
"loss": 0.2625980107441827,
|
| 1461 |
+
"recon_loss": 0.21283445339700394,
|
| 1462 |
+
"commit_loss": 0.024881778650874205,
|
| 1463 |
+
"embed_loss": 0.024881778650874205,
|
| 1464 |
+
"codebook_utilization": 0.96337890625,
|
| 1465 |
+
"lr": 4.158214793264808e-05,
|
| 1466 |
+
"phase": "full_vq",
|
| 1467 |
+
"val_recon_loss": 0.21572973378253787,
|
| 1468 |
+
"val_utilization": 0.95361328125,
|
| 1469 |
+
"time_sec": 143.36263871192932
|
| 1470 |
+
},
|
| 1471 |
+
{
|
| 1472 |
+
"epoch": 113,
|
| 1473 |
+
"loss": 0.2627456883185601,
|
| 1474 |
+
"recon_loss": 0.2128262622610017,
|
| 1475 |
+
"commit_loss": 0.02495971315245076,
|
| 1476 |
+
"embed_loss": 0.02495971315245076,
|
| 1477 |
+
"codebook_utilization": 0.9638671875,
|
| 1478 |
+
"lr": 4.078923629479945e-05,
|
| 1479 |
+
"phase": "full_vq",
|
| 1480 |
+
"val_recon_loss": 0.2162084909302465,
|
| 1481 |
+
"val_utilization": 0.947998046875,
|
| 1482 |
+
"time_sec": 139.92266058921814
|
| 1483 |
+
},
|
| 1484 |
+
{
|
| 1485 |
+
"epoch": 114,
|
| 1486 |
+
"loss": 0.262728397600696,
|
| 1487 |
+
"recon_loss": 0.21278782003132632,
|
| 1488 |
+
"commit_loss": 0.024970288842734768,
|
| 1489 |
+
"embed_loss": 0.024970288842734768,
|
| 1490 |
+
"codebook_utilization": 0.9638671875,
|
| 1491 |
+
"lr": 3.9998715311197785e-05,
|
| 1492 |
+
"phase": "full_vq",
|
| 1493 |
+
"val_recon_loss": 0.2156060559026311,
|
| 1494 |
+
"val_utilization": 0.950439453125,
|
| 1495 |
+
"time_sec": 140.2749536037445
|
| 1496 |
+
},
|
| 1497 |
+
{
|
| 1498 |
+
"epoch": 115,
|
| 1499 |
+
"loss": 0.26264743426143317,
|
| 1500 |
+
"recon_loss": 0.21265302865001245,
|
| 1501 |
+
"commit_loss": 0.02499720252050859,
|
| 1502 |
+
"embed_loss": 0.02499720252050859,
|
| 1503 |
+
"codebook_utilization": 0.9638671875,
|
| 1504 |
+
"lr": 3.9210790161609705e-05,
|
| 1505 |
+
"phase": "full_vq",
|
| 1506 |
+
"val_recon_loss": 0.2153637885545077,
|
| 1507 |
+
"val_utilization": 0.95068359375,
|
| 1508 |
+
"time_sec": 139.71399354934692
|
| 1509 |
+
},
|
| 1510 |
+
{
|
| 1511 |
+
"epoch": 116,
|
| 1512 |
+
"loss": 0.2626770178719265,
|
| 1513 |
+
"recon_loss": 0.21262222270009318,
|
| 1514 |
+
"commit_loss": 0.02502739784335541,
|
| 1515 |
+
"embed_loss": 0.02502739784335541,
|
| 1516 |
+
"codebook_utilization": 0.96337890625,
|
| 1517 |
+
"lr": 3.8425665352052864e-05,
|
| 1518 |
+
"phase": "full_vq",
|
| 1519 |
+
"val_recon_loss": 0.2154450115193142,
|
| 1520 |
+
"val_utilization": 0.951904296875,
|
| 1521 |
+
"time_sec": 134.02279019355774
|
| 1522 |
+
},
|
| 1523 |
+
{
|
| 1524 |
+
"epoch": 117,
|
| 1525 |
+
"loss": 0.26282290857901097,
|
| 1526 |
+
"recon_loss": 0.21260020419511044,
|
| 1527 |
+
"commit_loss": 0.02511135214651988,
|
| 1528 |
+
"embed_loss": 0.02511135214651988,
|
| 1529 |
+
"codebook_utilization": 0.9638671875,
|
| 1530 |
+
"lr": 3.764354466171653e-05,
|
| 1531 |
+
"phase": "full_vq",
|
| 1532 |
+
"val_recon_loss": 0.21545669796426645,
|
| 1533 |
+
"val_utilization": 0.95263671875,
|
| 1534 |
+
"time_sec": 136.37731957435608
|
| 1535 |
+
},
|
| 1536 |
+
{
|
| 1537 |
+
"epoch": 118,
|
| 1538 |
+
"loss": 0.26262964233554154,
|
| 1539 |
+
"recon_loss": 0.2125766294071991,
|
| 1540 |
+
"commit_loss": 0.02502650658784278,
|
| 1541 |
+
"embed_loss": 0.02502650658784278,
|
| 1542 |
+
"codebook_utilization": 0.96337890625,
|
| 1543 |
+
"lr": 3.686463109007067e-05,
|
| 1544 |
+
"phase": "full_vq",
|
| 1545 |
+
"val_recon_loss": 0.21550561554646225,
|
| 1546 |
+
"val_utilization": 0.95263671875,
|
| 1547 |
+
"time_sec": 138.2373538017273
|
| 1548 |
+
},
|
| 1549 |
+
{
|
| 1550 |
+
"epoch": 119,
|
| 1551 |
+
"loss": 0.26272081553451415,
|
| 1552 |
+
"recon_loss": 0.21248449017684956,
|
| 1553 |
+
"commit_loss": 0.025118162666212737,
|
| 1554 |
+
"embed_loss": 0.025118162666212737,
|
| 1555 |
+
"codebook_utilization": 0.963623046875,
|
| 1556 |
+
"lr": 3.6089126804177374e-05,
|
| 1557 |
+
"phase": "full_vq",
|
| 1558 |
+
"val_recon_loss": 0.21534196170193426,
|
| 1559 |
+
"val_utilization": 0.954345703125,
|
| 1560 |
+
"time_sec": 133.23958468437195
|
| 1561 |
+
},
|
| 1562 |
+
{
|
| 1563 |
+
"epoch": 120,
|
| 1564 |
+
"loss": 0.2629021041317361,
|
| 1565 |
+
"recon_loss": 0.21248677829255255,
|
| 1566 |
+
"commit_loss": 0.025207663012976406,
|
| 1567 |
+
"embed_loss": 0.025207663012976406,
|
| 1568 |
+
"codebook_utilization": 0.963623046875,
|
| 1569 |
+
"lr": 3.531723308621847e-05,
|
| 1570 |
+
"phase": "full_vq",
|
| 1571 |
+
"val_recon_loss": 0.21530195526527554,
|
| 1572 |
+
"val_utilization": 0.95263671875,
|
| 1573 |
+
"time_sec": 134.80960869789124
|
| 1574 |
+
},
|
| 1575 |
+
{
|
| 1576 |
+
"epoch": 121,
|
| 1577 |
+
"loss": 0.26279964883556856,
|
| 1578 |
+
"recon_loss": 0.21241148916605687,
|
| 1579 |
+
"commit_loss": 0.025194079779229835,
|
| 1580 |
+
"embed_loss": 0.025194079779229835,
|
| 1581 |
+
"codebook_utilization": 0.963623046875,
|
| 1582 |
+
"lr": 3.4549150281252636e-05,
|
| 1583 |
+
"phase": "full_vq",
|
| 1584 |
+
"val_recon_loss": 0.21515031317981442,
|
| 1585 |
+
"val_utilization": 0.950439453125,
|
| 1586 |
+
"time_sec": 134.04538369178772
|
| 1587 |
+
},
|
| 1588 |
+
{
|
| 1589 |
+
"epoch": 122,
|
| 1590 |
+
"loss": 0.2628727775359864,
|
| 1591 |
+
"recon_loss": 0.21235055496618355,
|
| 1592 |
+
"commit_loss": 0.025261111297521004,
|
| 1593 |
+
"embed_loss": 0.025261111297521004,
|
| 1594 |
+
"codebook_utilization": 0.963623046875,
|
| 1595 |
+
"lr": 3.3785077745215873e-05,
|
| 1596 |
+
"phase": "full_vq",
|
| 1597 |
+
"val_recon_loss": 0.21535600906007746,
|
| 1598 |
+
"val_utilization": 0.95166015625,
|
| 1599 |
+
"time_sec": 135.19442105293274
|
| 1600 |
+
},
|
| 1601 |
+
{
|
| 1602 |
+
"epoch": 123,
|
| 1603 |
+
"loss": 0.26274573273936586,
|
| 1604 |
+
"recon_loss": 0.21237245981447742,
|
| 1605 |
+
"commit_loss": 0.025186636611354868,
|
| 1606 |
+
"embed_loss": 0.025186636611354868,
|
| 1607 |
+
"codebook_utilization": 0.963134765625,
|
| 1608 |
+
"lr": 3.302521379317865e-05,
|
| 1609 |
+
"phase": "full_vq",
|
| 1610 |
+
"val_recon_loss": 0.21540050652254833,
|
| 1611 |
+
"val_utilization": 0.95068359375,
|
| 1612 |
+
"time_sec": 145.54879689216614
|
| 1613 |
+
},
|
| 1614 |
+
{
|
| 1615 |
+
"epoch": 124,
|
| 1616 |
+
"loss": 0.26281195085465425,
|
| 1617 |
+
"recon_loss": 0.21222630131050824,
|
| 1618 |
+
"commit_loss": 0.02529282482759901,
|
| 1619 |
+
"embed_loss": 0.02529282482759901,
|
| 1620 |
+
"codebook_utilization": 0.963623046875,
|
| 1621 |
+
"lr": 3.226975564787323e-05,
|
| 1622 |
+
"phase": "full_vq",
|
| 1623 |
+
"val_recon_loss": 0.2151435732506634,
|
| 1624 |
+
"val_utilization": 0.952880859375,
|
| 1625 |
+
"time_sec": 140.79991722106934
|
| 1626 |
+
},
|
| 1627 |
+
{
|
| 1628 |
+
"epoch": 125,
|
| 1629 |
+
"loss": 0.26292738584968134,
|
| 1630 |
+
"recon_loss": 0.21221060398713684,
|
| 1631 |
+
"commit_loss": 0.025358390641022667,
|
| 1632 |
+
"embed_loss": 0.025358390641022667,
|
| 1633 |
+
"codebook_utilization": 0.963623046875,
|
| 1634 |
+
"lr": 3.151889938850445e-05,
|
| 1635 |
+
"phase": "full_vq",
|
| 1636 |
+
"val_recon_loss": 0.21514364013846002,
|
| 1637 |
+
"val_utilization": 0.952880859375,
|
| 1638 |
+
"time_sec": 136.39927530288696
|
| 1639 |
+
},
|
| 1640 |
+
{
|
| 1641 |
+
"epoch": 126,
|
| 1642 |
+
"loss": 0.2628670044263527,
|
| 1643 |
+
"recon_loss": 0.21219596272803903,
|
| 1644 |
+
"commit_loss": 0.0253355209475893,
|
| 1645 |
+
"embed_loss": 0.0253355209475893,
|
| 1646 |
+
"codebook_utilization": 0.963623046875,
|
| 1647 |
+
"lr": 3.0772839899857464e-05,
|
| 1648 |
+
"phase": "full_vq",
|
| 1649 |
+
"val_recon_loss": 0.21489372648549884,
|
| 1650 |
+
"val_utilization": 0.95166015625,
|
| 1651 |
+
"time_sec": 136.2484495639801
|
| 1652 |
+
},
|
| 1653 |
+
{
|
| 1654 |
+
"epoch": 127,
|
| 1655 |
+
"loss": 0.2628906367593988,
|
| 1656 |
+
"recon_loss": 0.21222007724893124,
|
| 1657 |
+
"commit_loss": 0.025335279699707742,
|
| 1658 |
+
"embed_loss": 0.025335279699707742,
|
| 1659 |
+
"codebook_utilization": 0.963134765625,
|
| 1660 |
+
"lr": 3.003177082171522e-05,
|
| 1661 |
+
"phase": "full_vq",
|
| 1662 |
+
"val_recon_loss": 0.21487673966402418,
|
| 1663 |
+
"val_utilization": 0.950439453125,
|
| 1664 |
+
"time_sec": 142.29378175735474
|
| 1665 |
+
},
|
| 1666 |
+
{
|
| 1667 |
+
"epoch": 128,
|
| 1668 |
+
"loss": 0.2629637006862054,
|
| 1669 |
+
"recon_loss": 0.21212804834371013,
|
| 1670 |
+
"commit_loss": 0.025417826188914982,
|
| 1671 |
+
"embed_loss": 0.025417826188914982,
|
| 1672 |
+
"codebook_utilization": 0.963623046875,
|
| 1673 |
+
"lr": 2.92958844985994e-05,
|
| 1674 |
+
"phase": "full_vq",
|
| 1675 |
+
"val_recon_loss": 0.21535063509860736,
|
| 1676 |
+
"val_utilization": 0.947509765625,
|
| 1677 |
+
"time_sec": 140.40249490737915
|
| 1678 |
+
},
|
| 1679 |
+
{
|
| 1680 |
+
"epoch": 129,
|
| 1681 |
+
"loss": 0.2629646127664946,
|
| 1682 |
+
"recon_loss": 0.2121002840478892,
|
| 1683 |
+
"commit_loss": 0.025432164038766206,
|
| 1684 |
+
"embed_loss": 0.025432164038766206,
|
| 1685 |
+
"codebook_utilization": 0.96337890625,
|
| 1686 |
+
"lr": 2.8565371929847304e-05,
|
| 1687 |
+
"phase": "full_vq",
|
| 1688 |
+
"val_recon_loss": 0.21501677274034264,
|
| 1689 |
+
"val_utilization": 0.95068359375,
|
| 1690 |
+
"time_sec": 144.31898498535156
|
| 1691 |
+
},
|
| 1692 |
+
{
|
| 1693 |
+
"epoch": 130,
|
| 1694 |
+
"loss": 0.26299205032709816,
|
| 1695 |
+
"recon_loss": 0.21205659505474536,
|
| 1696 |
+
"commit_loss": 0.025467727694226314,
|
| 1697 |
+
"embed_loss": 0.025467727694226314,
|
| 1698 |
+
"codebook_utilization": 0.96337890625,
|
| 1699 |
+
"lr": 2.7840422720037937e-05,
|
| 1700 |
+
"phase": "full_vq",
|
| 1701 |
+
"val_recon_loss": 0.21497032841604746,
|
| 1702 |
+
"val_utilization": 0.95263671875,
|
| 1703 |
+
"time_sec": 139.77696990966797
|
| 1704 |
+
},
|
| 1705 |
+
{
|
| 1706 |
+
"epoch": 131,
|
| 1707 |
+
"loss": 0.2631795630868534,
|
| 1708 |
+
"recon_loss": 0.21205847801231756,
|
| 1709 |
+
"commit_loss": 0.025560542562507033,
|
| 1710 |
+
"embed_loss": 0.025560542562507033,
|
| 1711 |
+
"codebook_utilization": 0.963134765625,
|
| 1712 |
+
"lr": 2.7121225029780234e-05,
|
| 1713 |
+
"phase": "full_vq",
|
| 1714 |
+
"val_recon_loss": 0.21494582521446634,
|
| 1715 |
+
"val_utilization": 0.95166015625,
|
| 1716 |
+
"time_sec": 136.54157423973083
|
| 1717 |
+
},
|
| 1718 |
+
{
|
| 1719 |
+
"epoch": 132,
|
| 1720 |
+
"loss": 0.26304175452326695,
|
| 1721 |
+
"recon_loss": 0.21195026341734863,
|
| 1722 |
+
"commit_loss": 0.025545745780111005,
|
| 1723 |
+
"embed_loss": 0.025545745780111005,
|
| 1724 |
+
"codebook_utilization": 0.963134765625,
|
| 1725 |
+
"lr": 2.6407965526875892e-05,
|
| 1726 |
+
"phase": "full_vq",
|
| 1727 |
+
"val_recon_loss": 0.21491514347242505,
|
| 1728 |
+
"val_utilization": 0.95166015625,
|
| 1729 |
+
"time_sec": 144.39372777938843
|
| 1730 |
+
},
|
| 1731 |
+
{
|
| 1732 |
+
"epoch": 133,
|
| 1733 |
+
"loss": 0.2631893021465963,
|
| 1734 |
+
"recon_loss": 0.21197636837397166,
|
| 1735 |
+
"commit_loss": 0.025606466800499415,
|
| 1736 |
+
"embed_loss": 0.025606466800499415,
|
| 1737 |
+
"codebook_utilization": 0.963134765625,
|
| 1738 |
+
"lr": 2.570082933786969e-05,
|
| 1739 |
+
"phase": "full_vq",
|
| 1740 |
+
"val_recon_loss": 0.21499076912577234,
|
| 1741 |
+
"val_utilization": 0.950927734375,
|
| 1742 |
+
"time_sec": 144.53392052650452
|
| 1743 |
+
},
|
| 1744 |
+
{
|
| 1745 |
+
"epoch": 134,
|
| 1746 |
+
"loss": 0.262954132606182,
|
| 1747 |
+
"recon_loss": 0.21191143183931102,
|
| 1748 |
+
"commit_loss": 0.0255213502799552,
|
| 1749 |
+
"embed_loss": 0.0255213502799552,
|
| 1750 |
+
"codebook_utilization": 0.96337890625,
|
| 1751 |
+
"lr": 2.5000000000000008e-05,
|
| 1752 |
+
"phase": "full_vq",
|
| 1753 |
+
"val_recon_loss": 0.21492530388778516,
|
| 1754 |
+
"val_utilization": 0.950927734375,
|
| 1755 |
+
"time_sec": 138.9941623210907
|
| 1756 |
+
},
|
| 1757 |
+
{
|
| 1758 |
+
"epoch": 135,
|
| 1759 |
+
"loss": 0.2631179538926458,
|
| 1760 |
+
"recon_loss": 0.21188214994704496,
|
| 1761 |
+
"commit_loss": 0.025617901866796217,
|
| 1762 |
+
"embed_loss": 0.025617901866796217,
|
| 1763 |
+
"codebook_utilization": 0.96337890625,
|
| 1764 |
+
"lr": 2.4305659413561568e-05,
|
| 1765 |
+
"phase": "full_vq",
|
| 1766 |
+
"val_recon_loss": 0.21498684752523228,
|
| 1767 |
+
"val_utilization": 0.952880859375,
|
| 1768 |
+
"time_sec": 137.7155773639679
|
| 1769 |
+
},
|
| 1770 |
+
{
|
| 1771 |
+
"epoch": 136,
|
| 1772 |
+
"loss": 0.263213415456012,
|
| 1773 |
+
"recon_loss": 0.2118592612182868,
|
| 1774 |
+
"commit_loss": 0.025677077247581993,
|
| 1775 |
+
"embed_loss": 0.025677077247581993,
|
| 1776 |
+
"codebook_utilization": 0.96337890625,
|
| 1777 |
+
"lr": 2.3617987794693356e-05,
|
| 1778 |
+
"phase": "full_vq",
|
| 1779 |
+
"val_recon_loss": 0.21508604455529973,
|
| 1780 |
+
"val_utilization": 0.951416015625,
|
| 1781 |
+
"time_sec": 136.0383710861206
|
| 1782 |
+
},
|
| 1783 |
+
{
|
| 1784 |
+
"epoch": 137,
|
| 1785 |
+
"loss": 0.26307226824485835,
|
| 1786 |
+
"recon_loss": 0.21179428300883388,
|
| 1787 |
+
"commit_loss": 0.025638992703825154,
|
| 1788 |
+
"embed_loss": 0.025638992703825154,
|
| 1789 |
+
"codebook_utilization": 0.96337890625,
|
| 1790 |
+
"lr": 2.2937163628603435e-05,
|
| 1791 |
+
"phase": "full_vq",
|
| 1792 |
+
"val_recon_loss": 0.21478415941924192,
|
| 1793 |
+
"val_utilization": 0.9501953125,
|
| 1794 |
+
"time_sec": 140.13938450813293
|
| 1795 |
+
},
|
| 1796 |
+
{
|
| 1797 |
+
"epoch": 138,
|
| 1798 |
+
"loss": 0.2632945872298101,
|
| 1799 |
+
"recon_loss": 0.21177088443018233,
|
| 1800 |
+
"commit_loss": 0.02576185122061632,
|
| 1801 |
+
"embed_loss": 0.02576185122061632,
|
| 1802 |
+
"codebook_utilization": 0.963134765625,
|
| 1803 |
+
"lr": 2.2263363623243054e-05,
|
| 1804 |
+
"phase": "full_vq",
|
| 1805 |
+
"val_recon_loss": 0.21485859306340807,
|
| 1806 |
+
"val_utilization": 0.951416015625,
|
| 1807 |
+
"time_sec": 134.60354804992676
|
| 1808 |
+
},
|
| 1809 |
+
{
|
| 1810 |
+
"epoch": 139,
|
| 1811 |
+
"loss": 0.26323897452131517,
|
| 1812 |
+
"recon_loss": 0.21172283070924158,
|
| 1813 |
+
"commit_loss": 0.025758072006993177,
|
| 1814 |
+
"embed_loss": 0.025758072006993177,
|
| 1815 |
+
"codebook_utilization": 0.963134765625,
|
| 1816 |
+
"lr": 2.1596762663442214e-05,
|
| 1817 |
+
"phase": "full_vq",
|
| 1818 |
+
"val_recon_loss": 0.21481114718016614,
|
| 1819 |
+
"val_utilization": 0.94921875,
|
| 1820 |
+
"time_sec": 142.61455631256104
|
| 1821 |
+
},
|
| 1822 |
+
{
|
| 1823 |
+
"epoch": 140,
|
| 1824 |
+
"loss": 0.26323034293283293,
|
| 1825 |
+
"recon_loss": 0.2116950522189541,
|
| 1826 |
+
"commit_loss": 0.02576764571028673,
|
| 1827 |
+
"embed_loss": 0.02576764571028673,
|
| 1828 |
+
"codebook_utilization": 0.963134765625,
|
| 1829 |
+
"lr": 2.0937533765518167e-05,
|
| 1830 |
+
"phase": "full_vq",
|
| 1831 |
+
"val_recon_loss": 0.21475737257285066,
|
| 1832 |
+
"val_utilization": 0.951904296875,
|
| 1833 |
+
"time_sec": 136.42186188697815
|
| 1834 |
+
},
|
| 1835 |
+
{
|
| 1836 |
+
"epoch": 141,
|
| 1837 |
+
"loss": 0.26327095095946534,
|
| 1838 |
+
"recon_loss": 0.2116691388371514,
|
| 1839 |
+
"commit_loss": 0.0258009060132027,
|
| 1840 |
+
"embed_loss": 0.0258009060132027,
|
| 1841 |
+
"codebook_utilization": 0.963134765625,
|
| 1842 |
+
"lr": 2.0285848032369133e-05,
|
| 1843 |
+
"phase": "full_vq",
|
| 1844 |
+
"val_recon_loss": 0.21490554009260757,
|
| 1845 |
+
"val_utilization": 0.949951171875,
|
| 1846 |
+
"time_sec": 134.38898229599
|
| 1847 |
+
},
|
| 1848 |
+
{
|
| 1849 |
+
"epoch": 142,
|
| 1850 |
+
"loss": 0.2632362805407868,
|
| 1851 |
+
"recon_loss": 0.2116224230304966,
|
| 1852 |
+
"commit_loss": 0.025806928916675288,
|
| 1853 |
+
"embed_loss": 0.025806928916675288,
|
| 1854 |
+
"codebook_utilization": 0.962890625,
|
| 1855 |
+
"lr": 1.964187460906444e-05,
|
| 1856 |
+
"phase": "full_vq",
|
| 1857 |
+
"val_recon_loss": 0.2146551665965091,
|
| 1858 |
+
"val_utilization": 0.953125,
|
| 1859 |
+
"time_sec": 133.89641070365906
|
| 1860 |
+
},
|
| 1861 |
+
{
|
| 1862 |
+
"epoch": 143,
|
| 1863 |
+
"loss": 0.263446235620394,
|
| 1864 |
+
"recon_loss": 0.2116917203152729,
|
| 1865 |
+
"commit_loss": 0.025877257955429677,
|
| 1866 |
+
"embed_loss": 0.025877257955429677,
|
| 1867 |
+
"codebook_utilization": 0.962890625,
|
| 1868 |
+
"lr": 1.9005780638942995e-05,
|
| 1869 |
+
"phase": "full_vq",
|
| 1870 |
+
"val_recon_loss": 0.21470123839177443,
|
| 1871 |
+
"val_utilization": 0.952392578125,
|
| 1872 |
+
"time_sec": 134.22949767112732
|
| 1873 |
+
},
|
| 1874 |
+
{
|
| 1875 |
+
"epoch": 144,
|
| 1876 |
+
"loss": 0.26336621955481326,
|
| 1877 |
+
"recon_loss": 0.21160294533502766,
|
| 1878 |
+
"commit_loss": 0.025881637347140288,
|
| 1879 |
+
"embed_loss": 0.025881637347140288,
|
| 1880 |
+
"codebook_utilization": 0.962890625,
|
| 1881 |
+
"lr": 1.837773122023114e-05,
|
| 1882 |
+
"phase": "full_vq",
|
| 1883 |
+
"val_recon_loss": 0.214663444777553,
|
| 1884 |
+
"val_utilization": 0.950439453125,
|
| 1885 |
+
"time_sec": 134.90559148788452
|
| 1886 |
+
},
|
| 1887 |
+
{
|
| 1888 |
+
"epoch": 145,
|
| 1889 |
+
"loss": 0.26333468379124714,
|
| 1890 |
+
"recon_loss": 0.21154510017817582,
|
| 1891 |
+
"commit_loss": 0.025894791834298672,
|
| 1892 |
+
"embed_loss": 0.025894791834298672,
|
| 1893 |
+
"codebook_utilization": 0.963134765625,
|
| 1894 |
+
"lr": 1.775788936319148e-05,
|
| 1895 |
+
"phase": "full_vq",
|
| 1896 |
+
"val_recon_loss": 0.21469675916969105,
|
| 1897 |
+
"val_utilization": 0.950439453125,
|
| 1898 |
+
"time_sec": 135.05161809921265
|
| 1899 |
+
},
|
| 1900 |
+
{
|
| 1901 |
+
"epoch": 146,
|
| 1902 |
+
"loss": 0.26336115425033624,
|
| 1903 |
+
"recon_loss": 0.21155201682068792,
|
| 1904 |
+
"commit_loss": 0.02590456905302801,
|
| 1905 |
+
"embed_loss": 0.02590456905302801,
|
| 1906 |
+
"codebook_utilization": 0.963134765625,
|
| 1907 |
+
"lr": 1.714641594781347e-05,
|
| 1908 |
+
"phase": "full_vq",
|
| 1909 |
+
"val_recon_loss": 0.21472269999846982,
|
| 1910 |
+
"val_utilization": 0.951904296875,
|
| 1911 |
+
"time_sec": 133.29162096977234
|
| 1912 |
+
},
|
| 1913 |
+
{
|
| 1914 |
+
"epoch": 147,
|
| 1915 |
+
"loss": 0.2635334265748983,
|
| 1916 |
+
"recon_loss": 0.2115408958902527,
|
| 1917 |
+
"commit_loss": 0.025996265284272874,
|
| 1918 |
+
"embed_loss": 0.025996265284272874,
|
| 1919 |
+
"codebook_utilization": 0.963134765625,
|
| 1920 |
+
"lr": 1.654346968205709e-05,
|
| 1921 |
+
"phase": "full_vq",
|
| 1922 |
+
"val_recon_loss": 0.21469566920834982,
|
| 1923 |
+
"val_utilization": 0.95166015625,
|
| 1924 |
+
"time_sec": 136.36484789848328
|
| 1925 |
+
},
|
| 1926 |
+
{
|
| 1927 |
+
"epoch": 148,
|
| 1928 |
+
"loss": 0.26344648839496987,
|
| 1929 |
+
"recon_loss": 0.21149396928668346,
|
| 1930 |
+
"commit_loss": 0.025976259700529945,
|
| 1931 |
+
"embed_loss": 0.025976259700529945,
|
| 1932 |
+
"codebook_utilization": 0.962890625,
|
| 1933 |
+
"lr": 1.5949207060660148e-05,
|
| 1934 |
+
"phase": "full_vq",
|
| 1935 |
+
"val_recon_loss": 0.2145408165923665,
|
| 1936 |
+
"val_utilization": 0.951416015625,
|
| 1937 |
+
"time_sec": 135.17042112350464
|
| 1938 |
+
},
|
| 1939 |
+
{
|
| 1940 |
+
"epoch": 149,
|
| 1941 |
+
"loss": 0.2635232643665983,
|
| 1942 |
+
"recon_loss": 0.21148281600982516,
|
| 1943 |
+
"commit_loss": 0.026020224347488505,
|
| 1944 |
+
"embed_loss": 0.026020224347488505,
|
| 1945 |
+
"codebook_utilization": 0.962646484375,
|
| 1946 |
+
"lr": 1.536378232452003e-05,
|
| 1947 |
+
"phase": "full_vq",
|
| 1948 |
+
"val_recon_loss": 0.2145494936724727,
|
| 1949 |
+
"val_utilization": 0.950927734375,
|
| 1950 |
+
"time_sec": 139.20989346504211
|
| 1951 |
+
},
|
| 1952 |
+
{
|
| 1953 |
+
"epoch": 150,
|
| 1954 |
+
"loss": 0.26356390633476456,
|
| 1955 |
+
"recon_loss": 0.21145685033261938,
|
| 1956 |
+
"commit_loss": 0.026053527953118327,
|
| 1957 |
+
"embed_loss": 0.026053527953118327,
|
| 1958 |
+
"codebook_utilization": 0.962646484375,
|
| 1959 |
+
"lr": 1.478734742066054e-05,
|
| 1960 |
+
"phase": "full_vq",
|
| 1961 |
+
"val_recon_loss": 0.2145248321669825,
|
| 1962 |
+
"val_utilization": 0.950927734375,
|
| 1963 |
+
"time_sec": 134.27815127372742
|
| 1964 |
+
},
|
| 1965 |
+
{
|
| 1966 |
+
"epoch": 151,
|
| 1967 |
+
"loss": 0.263456537976336,
|
| 1968 |
+
"recon_loss": 0.21137746762696322,
|
| 1969 |
+
"commit_loss": 0.02603953535388398,
|
| 1970 |
+
"embed_loss": 0.02603953535388398,
|
| 1971 |
+
"codebook_utilization": 0.96240234375,
|
| 1972 |
+
"lr": 1.4220051962793949e-05,
|
| 1973 |
+
"phase": "full_vq",
|
| 1974 |
+
"val_recon_loss": 0.21460410157281362,
|
| 1975 |
+
"val_utilization": 0.951171875,
|
| 1976 |
+
"time_sec": 147.3650257587433
|
| 1977 |
+
},
|
| 1978 |
+
{
|
| 1979 |
+
"epoch": 152,
|
| 1980 |
+
"loss": 0.2635752874297824,
|
| 1981 |
+
"recon_loss": 0.2114138630468671,
|
| 1982 |
+
"commit_loss": 0.026080712345416146,
|
| 1983 |
+
"embed_loss": 0.026080712345416146,
|
| 1984 |
+
"codebook_utilization": 0.962646484375,
|
| 1985 |
+
"lr": 1.3662043192488835e-05,
|
| 1986 |
+
"phase": "full_vq",
|
| 1987 |
+
"val_recon_loss": 0.21458580562572802,
|
| 1988 |
+
"val_utilization": 0.951171875,
|
| 1989 |
+
"time_sec": 137.05629324913025
|
| 1990 |
+
},
|
| 1991 |
+
{
|
| 1992 |
+
"epoch": 153,
|
| 1993 |
+
"loss": 0.26350862191621527,
|
| 1994 |
+
"recon_loss": 0.2113756863324623,
|
| 1995 |
+
"commit_loss": 0.02606646752686601,
|
| 1996 |
+
"embed_loss": 0.02606646752686601,
|
| 1997 |
+
"codebook_utilization": 0.962646484375,
|
| 1998 |
+
"lr": 1.3113465940953492e-05,
|
| 1999 |
+
"phase": "full_vq",
|
| 2000 |
+
"val_recon_loss": 0.2145426593972056,
|
| 2001 |
+
"val_utilization": 0.95166015625,
|
| 2002 |
+
"time_sec": 132.64040899276733
|
| 2003 |
+
},
|
| 2004 |
+
{
|
| 2005 |
+
"epoch": 154,
|
| 2006 |
+
"loss": 0.263515235144433,
|
| 2007 |
+
"recon_loss": 0.21134059215948833,
|
| 2008 |
+
"commit_loss": 0.026087321661574247,
|
| 2009 |
+
"embed_loss": 0.026087321661574247,
|
| 2010 |
+
"codebook_utilization": 0.962646484375,
|
| 2011 |
+
"lr": 1.2574462591444937e-05,
|
| 2012 |
+
"phase": "full_vq",
|
| 2013 |
+
"val_recon_loss": 0.2145483261078931,
|
| 2014 |
+
"val_utilization": 0.949462890625,
|
| 2015 |
+
"time_sec": 140.30550003051758
|
| 2016 |
+
},
|
| 2017 |
+
{
|
| 2018 |
+
"epoch": 155,
|
| 2019 |
+
"loss": 0.263574954677565,
|
| 2020 |
+
"recon_loss": 0.21133515969686067,
|
| 2021 |
+
"commit_loss": 0.02611989762411935,
|
| 2022 |
+
"embed_loss": 0.02611989762411935,
|
| 2023 |
+
"codebook_utilization": 0.96240234375,
|
| 2024 |
+
"lr": 1.2045173042313425e-05,
|
| 2025 |
+
"phase": "full_vq",
|
| 2026 |
+
"val_recon_loss": 0.21447547541910342,
|
| 2027 |
+
"val_utilization": 0.951416015625,
|
| 2028 |
+
"time_sec": 138.4757435321808
|
| 2029 |
+
},
|
| 2030 |
+
{
|
| 2031 |
+
"epoch": 156,
|
| 2032 |
+
"loss": 0.263707318542611,
|
| 2033 |
+
"recon_loss": 0.21133486664069054,
|
| 2034 |
+
"commit_loss": 0.02618622616801643,
|
| 2035 |
+
"embed_loss": 0.02618622616801643,
|
| 2036 |
+
"codebook_utilization": 0.96240234375,
|
| 2037 |
+
"lr": 1.1525734670691714e-05,
|
| 2038 |
+
"phase": "full_vq",
|
| 2039 |
+
"val_recon_loss": 0.2145009935739335,
|
| 2040 |
+
"val_utilization": 0.950439453125,
|
| 2041 |
+
"time_sec": 141.199223279953
|
| 2042 |
+
},
|
| 2043 |
+
{
|
| 2044 |
+
"epoch": 157,
|
| 2045 |
+
"loss": 0.2635939145879694,
|
| 2046 |
+
"recon_loss": 0.21131640018486395,
|
| 2047 |
+
"commit_loss": 0.02613875730755691,
|
| 2048 |
+
"embed_loss": 0.02613875730755691,
|
| 2049 |
+
"codebook_utilization": 0.962646484375,
|
| 2050 |
+
"lr": 1.1016282296838872e-05,
|
| 2051 |
+
"phase": "full_vq",
|
| 2052 |
+
"val_recon_loss": 0.21450917548343038,
|
| 2053 |
+
"val_utilization": 0.951904296875,
|
| 2054 |
+
"time_sec": 136.1280906200409
|
| 2055 |
+
},
|
| 2056 |
+
{
|
| 2057 |
+
"epoch": 158,
|
| 2058 |
+
"loss": 0.26378513707054985,
|
| 2059 |
+
"recon_loss": 0.21128644679135422,
|
| 2060 |
+
"commit_loss": 0.026249345079023986,
|
| 2061 |
+
"embed_loss": 0.026249345079023986,
|
| 2062 |
+
"codebook_utilization": 0.96240234375,
|
| 2063 |
+
"lr": 1.051694814914775e-05,
|
| 2064 |
+
"phase": "full_vq",
|
| 2065 |
+
"val_recon_loss": 0.21447015896941837,
|
| 2066 |
+
"val_utilization": 0.951416015625,
|
| 2067 |
+
"time_sec": 140.01632690429688
|
| 2068 |
+
},
|
| 2069 |
+
{
|
| 2070 |
+
"epoch": 159,
|
| 2071 |
+
"loss": 0.2637370531838438,
|
| 2072 |
+
"recon_loss": 0.2112936730872648,
|
| 2073 |
+
"commit_loss": 0.026221690048289493,
|
| 2074 |
+
"embed_loss": 0.026221690048289493,
|
| 2075 |
+
"codebook_utilization": 0.962158203125,
|
| 2076 |
+
"lr": 1.002786182982495e-05,
|
| 2077 |
+
"phase": "full_vq",
|
| 2078 |
+
"val_recon_loss": 0.21447608201356416,
|
| 2079 |
+
"val_utilization": 0.95166015625,
|
| 2080 |
+
"time_sec": 136.5990710258484
|
| 2081 |
+
},
|
| 2082 |
+
{
|
| 2083 |
+
"epoch": 160,
|
| 2084 |
+
"loss": 0.26371950195814536,
|
| 2085 |
+
"recon_loss": 0.2112749334232917,
|
| 2086 |
+
"commit_loss": 0.026222284348191932,
|
| 2087 |
+
"embed_loss": 0.026222284348191932,
|
| 2088 |
+
"codebook_utilization": 0.962158203125,
|
| 2089 |
+
"lr": 9.549150281252631e-06,
|
| 2090 |
+
"phase": "full_vq",
|
| 2091 |
+
"val_recon_loss": 0.21466263316655426,
|
| 2092 |
+
"val_utilization": 0.950439453125,
|
| 2093 |
+
"time_sec": 137.78337717056274
|
| 2094 |
+
},
|
| 2095 |
+
{
|
| 2096 |
+
"epoch": 161,
|
| 2097 |
+
"loss": 0.26380349861250985,
|
| 2098 |
+
"recon_loss": 0.21125120526245292,
|
| 2099 |
+
"commit_loss": 0.026276146536213435,
|
| 2100 |
+
"embed_loss": 0.026276146536213435,
|
| 2101 |
+
"codebook_utilization": 0.962158203125,
|
| 2102 |
+
"lr": 9.080937753040662e-06,
|
| 2103 |
+
"phase": "full_vq",
|
| 2104 |
+
"val_recon_loss": 0.2144539835077993,
|
| 2105 |
+
"val_utilization": 0.95166015625,
|
| 2106 |
+
"time_sec": 136.94650840759277
|
| 2107 |
+
},
|
| 2108 |
+
{
|
| 2109 |
+
"epoch": 162,
|
| 2110 |
+
"loss": 0.2637765736680044,
|
| 2111 |
+
"recon_loss": 0.2112805433066557,
|
| 2112 |
+
"commit_loss": 0.026248015152911346,
|
| 2113 |
+
"embed_loss": 0.026248015152911346,
|
| 2114 |
+
"codebook_utilization": 0.962158203125,
|
| 2115 |
+
"lr": 8.62334576977751e-06,
|
| 2116 |
+
"phase": "full_vq",
|
| 2117 |
+
"val_recon_loss": 0.2144657684008727,
|
| 2118 |
+
"val_utilization": 0.951904296875,
|
| 2119 |
+
"time_sec": 138.99861001968384
|
| 2120 |
+
},
|
| 2121 |
+
{
|
| 2122 |
+
"epoch": 163,
|
| 2123 |
+
"loss": 0.26381653016256446,
|
| 2124 |
+
"recon_loss": 0.21117154924769388,
|
| 2125 |
+
"commit_loss": 0.026322490636632855,
|
| 2126 |
+
"embed_loss": 0.026322490636632855,
|
| 2127 |
+
"codebook_utilization": 0.962158203125,
|
| 2128 |
+
"lr": 8.176493099488661e-06,
|
| 2129 |
+
"phase": "full_vq",
|
| 2130 |
+
"val_recon_loss": 0.21452430418033278,
|
| 2131 |
+
"val_utilization": 0.9521484375,
|
| 2132 |
+
"time_sec": 138.35024857521057
|
| 2133 |
+
},
|
| 2134 |
+
{
|
| 2135 |
+
"epoch": 164,
|
| 2136 |
+
"loss": 0.26380788290565255,
|
| 2137 |
+
"recon_loss": 0.21118690212809943,
|
| 2138 |
+
"commit_loss": 0.026310490247437625,
|
| 2139 |
+
"embed_loss": 0.026310490247437625,
|
| 2140 |
+
"codebook_utilization": 0.962158203125,
|
| 2141 |
+
"lr": 7.740495722810268e-06,
|
| 2142 |
+
"phase": "full_vq",
|
| 2143 |
+
"val_recon_loss": 0.21444993189881356,
|
| 2144 |
+
"val_utilization": 0.951416015625,
|
| 2145 |
+
"time_sec": 140.16536498069763
|
| 2146 |
+
},
|
| 2147 |
+
{
|
| 2148 |
+
"epoch": 165,
|
| 2149 |
+
"loss": 0.26384868961443425,
|
| 2150 |
+
"recon_loss": 0.21120170037436292,
|
| 2151 |
+
"commit_loss": 0.026323494458505455,
|
| 2152 |
+
"embed_loss": 0.026323494458505455,
|
| 2153 |
+
"codebook_utilization": 0.962158203125,
|
| 2154 |
+
"lr": 7.315466802886386e-06,
|
| 2155 |
+
"phase": "full_vq",
|
| 2156 |
+
"val_recon_loss": 0.21445591145017173,
|
| 2157 |
+
"val_utilization": 0.9521484375,
|
| 2158 |
+
"time_sec": 140.13656520843506
|
| 2159 |
+
},
|
| 2160 |
+
{
|
| 2161 |
+
"epoch": 166,
|
| 2162 |
+
"loss": 0.2639256482767219,
|
| 2163 |
+
"recon_loss": 0.21115755903607786,
|
| 2164 |
+
"commit_loss": 0.026384044971145427,
|
| 2165 |
+
"embed_loss": 0.026384044971145427,
|
| 2166 |
+
"codebook_utilization": 0.962158203125,
|
| 2167 |
+
"lr": 6.901516655997545e-06,
|
| 2168 |
+
"phase": "full_vq",
|
| 2169 |
+
"val_recon_loss": 0.21443970066108062,
|
| 2170 |
+
"val_utilization": 0.952392578125,
|
| 2171 |
+
"time_sec": 144.7363474369049
|
| 2172 |
+
},
|
| 2173 |
+
{
|
| 2174 |
+
"epoch": 167,
|
| 2175 |
+
"loss": 0.2638934272818449,
|
| 2176 |
+
"recon_loss": 0.21113231188559597,
|
| 2177 |
+
"commit_loss": 0.02638055769307665,
|
| 2178 |
+
"embed_loss": 0.02638055769307665,
|
| 2179 |
+
"codebook_utilization": 0.962158203125,
|
| 2180 |
+
"lr": 6.4987527229280395e-06,
|
| 2181 |
+
"phase": "full_vq",
|
| 2182 |
+
"val_recon_loss": 0.2144314633326584,
|
| 2183 |
+
"val_utilization": 0.95166015625,
|
| 2184 |
+
"time_sec": 147.2448627948761
|
| 2185 |
+
},
|
| 2186 |
+
{
|
| 2187 |
+
"epoch": 168,
|
| 2188 |
+
"loss": 0.26390171210536467,
|
| 2189 |
+
"recon_loss": 0.21111351643312914,
|
| 2190 |
+
"commit_loss": 0.026394098058221786,
|
| 2191 |
+
"embed_loss": 0.026394098058221786,
|
| 2192 |
+
"codebook_utilization": 0.962158203125,
|
| 2193 |
+
"lr": 6.107279541079777e-06,
|
| 2194 |
+
"phase": "full_vq",
|
| 2195 |
+
"val_recon_loss": 0.21441773107547438,
|
| 2196 |
+
"val_utilization": 0.951904296875,
|
| 2197 |
+
"time_sec": 144.23006176948547
|
| 2198 |
+
},
|
| 2199 |
+
{
|
| 2200 |
+
"epoch": 169,
|
| 2201 |
+
"loss": 0.2639025990475161,
|
| 2202 |
+
"recon_loss": 0.21107478567012927,
|
| 2203 |
+
"commit_loss": 0.026413906819936706,
|
| 2204 |
+
"embed_loss": 0.026413906819936706,
|
| 2205 |
+
"codebook_utilization": 0.962158203125,
|
| 2206 |
+
"lr": 5.727198717339518e-06,
|
| 2207 |
+
"phase": "full_vq",
|
| 2208 |
+
"val_recon_loss": 0.21439227327871857,
|
| 2209 |
+
"val_utilization": 0.95068359375,
|
| 2210 |
+
"time_sec": 143.63215351104736
|
| 2211 |
+
},
|
| 2212 |
+
{
|
| 2213 |
+
"epoch": 170,
|
| 2214 |
+
"loss": 0.26404363062323594,
|
| 2215 |
+
"recon_loss": 0.21114839552863826,
|
| 2216 |
+
"commit_loss": 0.026447617544774926,
|
| 2217 |
+
"embed_loss": 0.026447617544774926,
|
| 2218 |
+
"codebook_utilization": 0.962158203125,
|
| 2219 |
+
"lr": 5.358608901706794e-06,
|
| 2220 |
+
"phase": "full_vq",
|
| 2221 |
+
"val_recon_loss": 0.2144841035262922,
|
| 2222 |
+
"val_utilization": 0.951904296875,
|
| 2223 |
+
"time_sec": 142.67631769180298
|
| 2224 |
+
},
|
| 2225 |
+
{
|
| 2226 |
+
"epoch": 171,
|
| 2227 |
+
"loss": 0.2639528940807836,
|
| 2228 |
+
"recon_loss": 0.2111168358384109,
|
| 2229 |
+
"commit_loss": 0.026418029456866304,
|
| 2230 |
+
"embed_loss": 0.026418029456866304,
|
| 2231 |
+
"codebook_utilization": 0.962158203125,
|
| 2232 |
+
"lr": 5.001605761689385e-06,
|
| 2233 |
+
"phase": "full_vq",
|
| 2234 |
+
"val_recon_loss": 0.21443519029724464,
|
| 2235 |
+
"val_utilization": 0.951904296875,
|
| 2236 |
+
"time_sec": 134.74238967895508
|
| 2237 |
+
},
|
| 2238 |
+
{
|
| 2239 |
+
"epoch": 172,
|
| 2240 |
+
"loss": 0.26402379063571374,
|
| 2241 |
+
"recon_loss": 0.21109858038141152,
|
| 2242 |
+
"commit_loss": 0.02646260511705546,
|
| 2243 |
+
"embed_loss": 0.02646260511705546,
|
| 2244 |
+
"codebook_utilization": 0.962158203125,
|
| 2245 |
+
"lr": 4.656281957472728e-06,
|
| 2246 |
+
"phase": "full_vq",
|
| 2247 |
+
"val_recon_loss": 0.21441739713877775,
|
| 2248 |
+
"val_utilization": 0.951416015625,
|
| 2249 |
+
"time_sec": 136.92144107818604
|
| 2250 |
+
},
|
| 2251 |
+
{
|
| 2252 |
+
"epoch": 173,
|
| 2253 |
+
"loss": 0.2640582248366622,
|
| 2254 |
+
"recon_loss": 0.21103781429409657,
|
| 2255 |
+
"commit_loss": 0.0265102052132329,
|
| 2256 |
+
"embed_loss": 0.0265102052132329,
|
| 2257 |
+
"codebook_utilization": 0.962158203125,
|
| 2258 |
+
"lr": 4.322727117869949e-06,
|
| 2259 |
+
"phase": "full_vq",
|
| 2260 |
+
"val_recon_loss": 0.21443711321675377,
|
| 2261 |
+
"val_utilization": 0.951904296875,
|
| 2262 |
+
"time_sec": 138.40561699867249
|
| 2263 |
+
},
|
| 2264 |
+
{
|
| 2265 |
+
"epoch": 174,
|
| 2266 |
+
"loss": 0.26395986186779613,
|
| 2267 |
+
"recon_loss": 0.21105072328310995,
|
| 2268 |
+
"commit_loss": 0.026454569269627897,
|
| 2269 |
+
"embed_loss": 0.026454569269627897,
|
| 2270 |
+
"codebook_utilization": 0.962158203125,
|
| 2271 |
+
"lr": 4.0010278170587865e-06,
|
| 2272 |
+
"phase": "full_vq",
|
| 2273 |
+
"val_recon_loss": 0.21437096712964304,
|
| 2274 |
+
"val_utilization": 0.953369140625,
|
| 2275 |
+
"time_sec": 137.12302565574646
|
| 2276 |
+
},
|
| 2277 |
+
{
|
| 2278 |
+
"epoch": 175,
|
| 2279 |
+
"loss": 0.26404903405080965,
|
| 2280 |
+
"recon_loss": 0.21105355529119652,
|
| 2281 |
+
"commit_loss": 0.026497739415141303,
|
| 2282 |
+
"embed_loss": 0.026497739415141303,
|
| 2283 |
+
"codebook_utilization": 0.962158203125,
|
| 2284 |
+
"lr": 3.6912675521111804e-06,
|
| 2285 |
+
"phase": "full_vq",
|
| 2286 |
+
"val_recon_loss": 0.2144219952352931,
|
| 2287 |
+
"val_utilization": 0.9521484375,
|
| 2288 |
+
"time_sec": 133.26996755599976
|
| 2289 |
+
},
|
| 2290 |
+
{
|
| 2291 |
+
"epoch": 176,
|
| 2292 |
+
"loss": 0.26405372218226353,
|
| 2293 |
+
"recon_loss": 0.21103870622349302,
|
| 2294 |
+
"commit_loss": 0.026507508004624345,
|
| 2295 |
+
"embed_loss": 0.026507508004624345,
|
| 2296 |
+
"codebook_utilization": 0.9619140625,
|
| 2297 |
+
"lr": 3.393526721321614e-06,
|
| 2298 |
+
"phase": "full_vq",
|
| 2299 |
+
"val_recon_loss": 0.21437660336829303,
|
| 2300 |
+
"val_utilization": 0.951904296875,
|
| 2301 |
+
"time_sec": 138.95040082931519
|
| 2302 |
+
},
|
| 2303 |
+
{
|
| 2304 |
+
"epoch": 177,
|
| 2305 |
+
"loss": 0.26400244332910555,
|
| 2306 |
+
"recon_loss": 0.21097883792104435,
|
| 2307 |
+
"commit_loss": 0.026511802610645934,
|
| 2308 |
+
"embed_loss": 0.026511802610645934,
|
| 2309 |
+
"codebook_utilization": 0.962158203125,
|
| 2310 |
+
"lr": 3.1078826033397826e-06,
|
| 2311 |
+
"phase": "full_vq",
|
| 2312 |
+
"val_recon_loss": 0.2143909346856428,
|
| 2313 |
+
"val_utilization": 0.9521484375,
|
| 2314 |
+
"time_sec": 141.3791856765747
|
| 2315 |
+
},
|
| 2316 |
+
{
|
| 2317 |
+
"epoch": 178,
|
| 2318 |
+
"loss": 0.2640966063107901,
|
| 2319 |
+
"recon_loss": 0.21100135266700087,
|
| 2320 |
+
"commit_loss": 0.02654762703642693,
|
| 2321 |
+
"embed_loss": 0.02654762703642693,
|
| 2322 |
+
"codebook_utilization": 0.962158203125,
|
| 2323 |
+
"lr": 2.834409337112846e-06,
|
| 2324 |
+
"phase": "full_vq",
|
| 2325 |
+
"val_recon_loss": 0.21437338647547732,
|
| 2326 |
+
"val_utilization": 0.9521484375,
|
| 2327 |
+
"time_sec": 145.86063694953918
|
| 2328 |
+
},
|
| 2329 |
+
{
|
| 2330 |
+
"epoch": 179,
|
| 2331 |
+
"loss": 0.2641781853829942,
|
| 2332 |
+
"recon_loss": 0.21105259551911495,
|
| 2333 |
+
"commit_loss": 0.026562794846126704,
|
| 2334 |
+
"embed_loss": 0.026562794846126704,
|
| 2335 |
+
"codebook_utilization": 0.962158203125,
|
| 2336 |
+
"lr": 2.57317790264273e-06,
|
| 2337 |
+
"phase": "full_vq",
|
| 2338 |
+
"val_recon_loss": 0.21438502570551432,
|
| 2339 |
+
"val_utilization": 0.9521484375,
|
| 2340 |
+
"time_sec": 145.466144323349
|
| 2341 |
+
},
|
| 2342 |
+
{
|
| 2343 |
+
"epoch": 180,
|
| 2344 |
+
"loss": 0.2640849213168873,
|
| 2345 |
+
"recon_loss": 0.21105245450324805,
|
| 2346 |
+
"commit_loss": 0.02651623326043288,
|
| 2347 |
+
"embed_loss": 0.02651623326043288,
|
| 2348 |
+
"codebook_utilization": 0.962158203125,
|
| 2349 |
+
"lr": 2.324256102563187e-06,
|
| 2350 |
+
"phase": "full_vq",
|
| 2351 |
+
"val_recon_loss": 0.21437762543726502,
|
| 2352 |
+
"val_utilization": 0.952392578125,
|
| 2353 |
+
"time_sec": 146.26118278503418
|
| 2354 |
+
},
|
| 2355 |
+
{
|
| 2356 |
+
"epoch": 181,
|
| 2357 |
+
"loss": 0.2641721400142039,
|
| 2358 |
+
"recon_loss": 0.21105877944043658,
|
| 2359 |
+
"commit_loss": 0.026556680448413864,
|
| 2360 |
+
"embed_loss": 0.026556680448413864,
|
| 2361 |
+
"codebook_utilization": 0.962158203125,
|
| 2362 |
+
"lr": 2.0877085445416877e-06,
|
| 2363 |
+
"phase": "full_vq",
|
| 2364 |
+
"val_recon_loss": 0.21437230948986633,
|
| 2365 |
+
"val_utilization": 0.95263671875,
|
| 2366 |
+
"time_sec": 137.36411571502686
|
| 2367 |
+
},
|
| 2368 |
+
{
|
| 2369 |
+
"epoch": 182,
|
| 2370 |
+
"loss": 0.2641438046283515,
|
| 2371 |
+
"recon_loss": 0.21100592122572223,
|
| 2372 |
+
"commit_loss": 0.026568941925942575,
|
| 2373 |
+
"embed_loss": 0.026568941925942575,
|
| 2374 |
+
"codebook_utilization": 0.962158203125,
|
| 2375 |
+
"lr": 1.8635966245104596e-06,
|
| 2376 |
+
"phase": "full_vq",
|
| 2377 |
+
"val_recon_loss": 0.21438697089305084,
|
| 2378 |
+
"val_utilization": 0.952880859375,
|
| 2379 |
+
"time_sec": 137.8035717010498
|
| 2380 |
+
},
|
| 2381 |
+
{
|
| 2382 |
+
"epoch": 183,
|
| 2383 |
+
"loss": 0.26420318121267206,
|
| 2384 |
+
"recon_loss": 0.21105521194495483,
|
| 2385 |
+
"commit_loss": 0.026573984515234867,
|
| 2386 |
+
"embed_loss": 0.026573984515234867,
|
| 2387 |
+
"codebook_utilization": 0.962158203125,
|
| 2388 |
+
"lr": 1.651978510731188e-06,
|
| 2389 |
+
"phase": "full_vq",
|
| 2390 |
+
"val_recon_loss": 0.21436885099732475,
|
| 2391 |
+
"val_utilization": 0.952392578125,
|
| 2392 |
+
"time_sec": 139.89997386932373
|
| 2393 |
+
},
|
| 2394 |
+
{
|
| 2395 |
+
"epoch": 184,
|
| 2396 |
+
"loss": 0.26416658248681685,
|
| 2397 |
+
"recon_loss": 0.21100971419717562,
|
| 2398 |
+
"commit_loss": 0.026578434187727085,
|
| 2399 |
+
"embed_loss": 0.026578434187727085,
|
| 2400 |
+
"codebook_utilization": 0.962158203125,
|
| 2401 |
+
"lr": 1.4529091286973986e-06,
|
| 2402 |
+
"phase": "full_vq",
|
| 2403 |
+
"val_recon_loss": 0.21437526033835463,
|
| 2404 |
+
"val_utilization": 0.952880859375,
|
| 2405 |
+
"time_sec": 134.70737767219543
|
| 2406 |
+
},
|
| 2407 |
+
{
|
| 2408 |
+
"epoch": 185,
|
| 2409 |
+
"loss": 0.264119908476102,
|
| 2410 |
+
"recon_loss": 0.21097335653495658,
|
| 2411 |
+
"commit_loss": 0.026573275902427147,
|
| 2412 |
+
"embed_loss": 0.026573275902427147,
|
| 2413 |
+
"codebook_utilization": 0.962158203125,
|
| 2414 |
+
"lr": 1.2664401468786106e-06,
|
| 2415 |
+
"phase": "full_vq",
|
| 2416 |
+
"val_recon_loss": 0.21437027916479645,
|
| 2417 |
+
"val_utilization": 0.953125,
|
| 2418 |
+
"time_sec": 141.36850476264954
|
| 2419 |
+
},
|
| 2420 |
+
{
|
| 2421 |
+
"epoch": 186,
|
| 2422 |
+
"loss": 0.2641745704985893,
|
| 2423 |
+
"recon_loss": 0.21099333685184235,
|
| 2424 |
+
"commit_loss": 0.026590616853660362,
|
| 2425 |
+
"embed_loss": 0.026590616853660362,
|
| 2426 |
+
"codebook_utilization": 0.962158203125,
|
| 2427 |
+
"lr": 1.0926199633097149e-06,
|
| 2428 |
+
"phase": "full_vq",
|
| 2429 |
+
"val_recon_loss": 0.2143677823831526,
|
| 2430 |
+
"val_utilization": 0.953125,
|
| 2431 |
+
"time_sec": 137.4411108493805
|
| 2432 |
+
},
|
| 2433 |
+
{
|
| 2434 |
+
"epoch": 187,
|
| 2435 |
+
"loss": 0.2642669931740619,
|
| 2436 |
+
"recon_loss": 0.2110073836192206,
|
| 2437 |
+
"commit_loss": 0.02662980457803179,
|
| 2438 |
+
"embed_loss": 0.02662980457803179,
|
| 2439 |
+
"codebook_utilization": 0.962158203125,
|
| 2440 |
+
"lr": 9.314936930293277e-07,
|
| 2441 |
+
"phase": "full_vq",
|
| 2442 |
+
"val_recon_loss": 0.21435275129722745,
|
| 2443 |
+
"val_utilization": 0.952392578125,
|
| 2444 |
+
"time_sec": 139.66765689849854
|
| 2445 |
+
},
|
| 2446 |
+
{
|
| 2447 |
+
"epoch": 188,
|
| 2448 |
+
"loss": 0.2641916476129516,
|
| 2449 |
+
"recon_loss": 0.21097810891504856,
|
| 2450 |
+
"commit_loss": 0.026606769555912107,
|
| 2451 |
+
"embed_loss": 0.026606769555912107,
|
| 2452 |
+
"codebook_utilization": 0.962158203125,
|
| 2453 |
+
"lr": 7.83103156370118e-07,
|
| 2454 |
+
"phase": "full_vq",
|
| 2455 |
+
"val_recon_loss": 0.21434208047523928,
|
| 2456 |
+
"val_utilization": 0.9521484375,
|
| 2457 |
+
"time_sec": 135.75908207893372
|
| 2458 |
+
},
|
| 2459 |
+
{
|
| 2460 |
+
"epoch": 189,
|
| 2461 |
+
"loss": 0.26420647703454425,
|
| 2462 |
+
"recon_loss": 0.2110019476836936,
|
| 2463 |
+
"commit_loss": 0.026602264435653927,
|
| 2464 |
+
"embed_loss": 0.026602264435653927,
|
| 2465 |
+
"codebook_utilization": 0.962158203125,
|
| 2466 |
+
"lr": 6.474868681043573e-07,
|
| 2467 |
+
"phase": "full_vq",
|
| 2468 |
+
"val_recon_loss": 0.21436412632465363,
|
| 2469 |
+
"val_utilization": 0.952392578125,
|
| 2470 |
+
"time_sec": 138.20861744880676
|
| 2471 |
+
},
|
| 2472 |
+
{
|
| 2473 |
+
"epoch": 190,
|
| 2474 |
+
"loss": 0.26420683474317797,
|
| 2475 |
+
"recon_loss": 0.21098680875004144,
|
| 2476 |
+
"commit_loss": 0.026610013185861474,
|
| 2477 |
+
"embed_loss": 0.026610013185861474,
|
| 2478 |
+
"codebook_utilization": 0.962158203125,
|
| 2479 |
+
"lr": 5.246800274474491e-07,
|
| 2480 |
+
"phase": "full_vq",
|
| 2481 |
+
"val_recon_loss": 0.2143944591451227,
|
| 2482 |
+
"val_utilization": 0.952880859375,
|
| 2483 |
+
"time_sec": 136.80305171012878
|
| 2484 |
+
},
|
| 2485 |
+
{
|
| 2486 |
+
"epoch": 191,
|
| 2487 |
+
"loss": 0.26419439625126234,
|
| 2488 |
+
"recon_loss": 0.21100580534799313,
|
| 2489 |
+
"commit_loss": 0.026594295345630427,
|
| 2490 |
+
"embed_loss": 0.026594295345630427,
|
| 2491 |
+
"codebook_utilization": 0.962158203125,
|
| 2492 |
+
"lr": 4.1471450892189815e-07,
|
| 2493 |
+
"phase": "full_vq",
|
| 2494 |
+
"val_recon_loss": 0.21437959649254767,
|
| 2495 |
+
"val_utilization": 0.953125,
|
| 2496 |
+
"time_sec": 142.38911080360413
|
| 2497 |
+
},
|
| 2498 |
+
{
|
| 2499 |
+
"epoch": 192,
|
| 2500 |
+
"loss": 0.26418292526468673,
|
| 2501 |
+
"recon_loss": 0.21096790058987575,
|
| 2502 |
+
"commit_loss": 0.026607512420694517,
|
| 2503 |
+
"embed_loss": 0.026607512420694517,
|
| 2504 |
+
"codebook_utilization": 0.962158203125,
|
| 2505 |
+
"lr": 3.1761885408435033e-07,
|
| 2506 |
+
"phase": "full_vq",
|
| 2507 |
+
"val_recon_loss": 0.21437878638840793,
|
| 2508 |
+
"val_utilization": 0.95263671875,
|
| 2509 |
+
"time_sec": 134.47354292869568
|
| 2510 |
+
},
|
| 2511 |
+
{
|
| 2512 |
+
"epoch": 193,
|
| 2513 |
+
"loss": 0.26414327565732043,
|
| 2514 |
+
"recon_loss": 0.21094106317454883,
|
| 2515 |
+
"commit_loss": 0.026601106074807767,
|
| 2516 |
+
"embed_loss": 0.026601106074807767,
|
| 2517 |
+
"codebook_utilization": 0.962158203125,
|
| 2518 |
+
"lr": 2.3341826411756845e-07,
|
| 2519 |
+
"phase": "full_vq",
|
| 2520 |
+
"val_recon_loss": 0.21436425323566694,
|
| 2521 |
+
"val_utilization": 0.953125,
|
| 2522 |
+
"time_sec": 132.6182668209076
|
| 2523 |
+
},
|
| 2524 |
+
{
|
| 2525 |
+
"epoch": 194,
|
| 2526 |
+
"loss": 0.2641559117006739,
|
| 2527 |
+
"recon_loss": 0.210946664638151,
|
| 2528 |
+
"commit_loss": 0.026604623614550446,
|
| 2529 |
+
"embed_loss": 0.026604623614550446,
|
| 2530 |
+
"codebook_utilization": 0.962158203125,
|
| 2531 |
+
"lr": 1.6213459328950342e-07,
|
| 2532 |
+
"phase": "full_vq",
|
| 2533 |
+
"val_recon_loss": 0.21434766096010638,
|
| 2534 |
+
"val_utilization": 0.952880859375,
|
| 2535 |
+
"time_sec": 139.21892857551575
|
| 2536 |
+
},
|
| 2537 |
+
{
|
| 2538 |
+
"epoch": 195,
|
| 2539 |
+
"loss": 0.26417293405629755,
|
| 2540 |
+
"recon_loss": 0.21093663482404337,
|
| 2541 |
+
"commit_loss": 0.026618149704463922,
|
| 2542 |
+
"embed_loss": 0.026618149704463922,
|
| 2543 |
+
"codebook_utilization": 0.962158203125,
|
| 2544 |
+
"lr": 1.037863432809926e-07,
|
| 2545 |
+
"phase": "full_vq",
|
| 2546 |
+
"val_recon_loss": 0.21434564453162505,
|
| 2547 |
+
"val_utilization": 0.952880859375,
|
| 2548 |
+
"time_sec": 136.1987156867981
|
| 2549 |
+
},
|
| 2550 |
+
{
|
| 2551 |
+
"epoch": 196,
|
| 2552 |
+
"loss": 0.26416726018678205,
|
| 2553 |
+
"recon_loss": 0.21095861292628415,
|
| 2554 |
+
"commit_loss": 0.02660432383973343,
|
| 2555 |
+
"embed_loss": 0.02660432383973343,
|
| 2556 |
+
"codebook_utilization": 0.962158203125,
|
| 2557 |
+
"lr": 5.8388658383673425e-08,
|
| 2558 |
+
"phase": "full_vq",
|
| 2559 |
+
"val_recon_loss": 0.21434264420793298,
|
| 2560 |
+
"val_utilization": 0.952880859375,
|
| 2561 |
+
"time_sec": 135.9748466014862
|
| 2562 |
+
},
|
| 2563 |
+
{
|
| 2564 |
+
"epoch": 197,
|
| 2565 |
+
"loss": 0.2641810091126579,
|
| 2566 |
+
"recon_loss": 0.2109540049945759,
|
| 2567 |
+
"commit_loss": 0.026613502165045197,
|
| 2568 |
+
"embed_loss": 0.026613502165045197,
|
| 2569 |
+
"codebook_utilization": 0.962158203125,
|
| 2570 |
+
"lr": 2.5953321569255322e-08,
|
| 2571 |
+
"phase": "full_vq",
|
| 2572 |
+
"val_recon_loss": 0.2143414467573166,
|
| 2573 |
+
"val_utilization": 0.952880859375,
|
| 2574 |
+
"time_sec": 134.14156460762024
|
| 2575 |
+
},
|
| 2576 |
+
{
|
| 2577 |
+
"epoch": 198,
|
| 2578 |
+
"loss": 0.26419750897864985,
|
| 2579 |
+
"recon_loss": 0.21097038756944947,
|
| 2580 |
+
"commit_loss": 0.026613560628882916,
|
| 2581 |
+
"embed_loss": 0.026613560628882916,
|
| 2582 |
+
"codebook_utilization": 0.962158203125,
|
| 2583 |
+
"lr": 6.4887514312661454e-09,
|
| 2584 |
+
"phase": "full_vq",
|
| 2585 |
+
"val_recon_loss": 0.21434263014391566,
|
| 2586 |
+
"val_utilization": 0.952880859375,
|
| 2587 |
+
"time_sec": 142.8901333808899
|
| 2588 |
+
},
|
| 2589 |
+
{
|
| 2590 |
+
"epoch": 199,
|
| 2591 |
+
"loss": 0.2642024381939312,
|
| 2592 |
+
"recon_loss": 0.2109852933342541,
|
| 2593 |
+
"commit_loss": 0.0266085722582127,
|
| 2594 |
+
"embed_loss": 0.0266085722582127,
|
| 2595 |
+
"codebook_utilization": 0.962158203125,
|
| 2596 |
+
"lr": 0.0,
|
| 2597 |
+
"phase": "full_vq",
|
| 2598 |
+
"val_recon_loss": 0.21434488147497177,
|
| 2599 |
+
"val_utilization": 0.952880859375,
|
| 2600 |
+
"time_sec": 148.42288064956665
|
| 2601 |
+
}
|
| 2602 |
+
]
|