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552 CUDA-OOM'd at n_done=45: the user's VS Code GPU kernel grew to 8.18GB while this fit's 13.23GB hit the 23.5GB ceiling (44MB free, fragmentation). dim_batch=4 shrinks the fit to ~10.5GB (polite co-tenant, leaves user ~13GB) and expandable_segments:True defragments (the OOM's own suggestion). Still only changes the backward schedule, not the Jacobian. Resumes from n_done=45. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>