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perf(amdgpu): cache per-handle scratch buffers + async H2D/D2H in ker…

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perf(amdgpu): replace per-launch hipMallocAsync/Free with persistent … #13

perf(amdgpu): cache per-handle scratch buffers + async H2D/D2H in ker…
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