Allow noncausal DeMemWM dynamic events

Allow noncausal DeMemWM revisit selection

Add DeMemWM memory causality config

Add DeMemWM dynamic selector diagnostics

Match DeMemWM online dynamic stream readout

Read DeMemWM training dynamic stream around revisit

Use wrapped pose deltas for DeMemWM dynamic scoring

Fix DeMemWM training anchor prefix window

Add DeMemWM memory sheet diagnostics

Add DeMemWM long-horizon eval metrics

Fix W&B validation step logging

Fix curriculum auto-resume stage handoff

Add retry handling to DeMemWM latent dataset

Add frame memory timestamp conditioning

Use configured focal length in DeMemWM geometry

Remove obsolete training launchers

Add Berzelius curriculum training launchers

Add DeMemWM curriculum training support

Improve DeMemWM memory selection pipeline

Align DeMemWM latent memory frame offsets

Hardcode FOV sampler constants

Add DeMemWM optimizer LR groups and warmup

Show DeMemWM training loss in progress bar

Add DeMemWM rollout progress metrics

Document DeMemWM noise routes

Simplify DeMemWM memory noise modes

code clean up

Trust DeMemWM Plucker geometry metadata

Mark DeMemWM fix plan audit complete

Use fp32 for DeMemWM Plucker geometry

Validate DeMemWM DiT stream boundaries

Reject stale DeMemWM experiment flags

Remove stale DeMemWM raw-video helpers

Fix DeMemWM nested split filtering

Fix DeMemWM validation rollout packing

Remove unused DeMemWM memory backend option

Fix disabled DeMemWM memory selection slots

Add DeMemWM image-space validation metrics

Warn on missing DeMemWM Plucker geometry

Fail fast for DeMemWM interactive path

Fix DeMemWM checkpoint load priority

Align DeMemWM latent dataset loading

Remove DeMemWM raw training fallback

Align resume checkpoint logic with DeMemWM

Tighten DeMemWM acceptance tests

Remove stale DeMemWM pose debug comments

Remove DeMemWM model debugger traps

Remove DeMemWM attention debugger trap

Remove DeMemWM df_base debugger trap

Remove unused DeMemWM pose export