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S2.32: unload an idle Roto Brush model after ten minutes
MaskModel::idle_secs (SAM 2 tracks its use); the engine frees a model idle for ten minutes when no job runs, keeps the choice, and reloads it before a stroke or a Propagate needs it. Docs: memory and limits. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
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Claude Sonnet 5.5
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@@ -38,6 +38,13 @@ frames before the corrected frame are not rebuilt, so frames just after it can d
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Tracked frames of a session are in memory; a project reopened in a new process re-tracks the whole span after a stroke
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change (its saved tracking is stale as a whole).
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## Memory and limits
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The weights take about 156 MB. A model idle for 10 minutes is unloaded (a toast says so; the choice stays) and loads
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again when a Propagate or a stroke needs it. The tracker holds the memory banks of the objects it follows (about 2 MB per
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stored frame, pruned to the frames later ones can still look at) and refuses to grow past 2 GiB, or past a time limit when
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one is set, with a clear error instead of running out of memory. Two runs of the same prompts give bit-identical masks on
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the CPU.
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## How it works
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`crates/sam2` is a Rust port (on [candle](https://github.com/huggingface/candle), native only) of the Hugging Face
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`transformers` SAM 2 implementation, Apache-2.0 (see its `NOTICE`). Every stage is checked against PyTorch by
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