Update DeMemWM validation metrics and launchers

Fix curriculum auto-resume stage handoff

Add DeMemWM curriculum training support

Reject stale DeMemWM experiment flags

Fix DeMemWM checkpoint load priority

Harden DeMemWM checkpoint loading

Keep reproduction train and eval fixes

update evaluation and fix psnr

fix oasis loading bug

Update exp_base.py

Update exp_base.py

add experiments