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systemd-oomd kills the fit's whole pueue task-scope (task 554 died with bash + python together, no retry line), defeating the in-cgroup retry wrapper. This guard runs detached in its own session/cgroup (~0 RAM, so oomd ignores it) and keeps the resumable fit queued until u4_loopclose.txt appears. Grinds through the user's active-hours GPU bursts, finishes clean overnight. Layered with the retry wrapper (in-cgroup CUDA-OOM retry) for both kill modes. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>