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perf(cuda-graphs): capture-clean decoder + CUDA-graph AR forward (stacked on #3) - #4

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perf(cuda-graphs): capture-clean decoder + CUDA-graph AR forward (stacked on #3)#4
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perf(cuda-graphs): add tested AR graph replay stack

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