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[ROCm][DSv4] Share AITER decode dequant + fp8-cast buffers across layers (rebased, stacked on #902) - #903

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ROCm:hexwang/dsv4_adapt_upstreamfrom
ChuanLi1101:chuali/aiter-mla-dsv4-decode-cudagraph-workspace-rebased
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[ROCm][DSv4] Share AITER decode dequant + fp8-cast buffers across layers (rebased, stacked on #902)#903
ChuanLi1101 wants to merge 9 commits into
ROCm:hexwang/dsv4_adapt_upstreamfrom
ChuanLi1101:chuali/aiter-mla-dsv4-decode-cudagraph-workspace-rebased

[ROCm][DSv4] Share AITER decode dequant + fp8-cast buffers across layers

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