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perf(qwen35): use in-place GDN state write in pure AR#473

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dusterbloom:perf/qwen35-gdn-inplace-consumer
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perf(qwen35): use in-place GDN state write in pure AR#473
dusterbloom wants to merge 9 commits into
Luce-Org:mainfrom
dusterbloom:perf/qwen35-gdn-inplace-consumer

fix(qwen35): address AR reuse and CPU GDN reviews

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1 error and 2 warnings
Speed profile (self-hosted RTX 3090, sm_86)
failed Jul 10, 2026 in 10s