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Modernize FP8 Blockwise GEMM#5002

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Modernize FP8 Blockwise GEMM#5002
jwfromm wants to merge 1 commit into
pytorch:mainfrom
jwfromm:export-D84632911

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@jwfromm

@jwfromm jwfromm commented Oct 14, 2025

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Summary: FBGEMM (and MSLK) previously relied on a customized implementation of blockwise scaling that has bitrotted over the past few releases of CUTLASS. Now that CUTLASS has fully supported blockwise scaling natively, it is time to switch over to it. This diff updates our blockwise FP8 gemm to use the standard cutlass implementation. This improves performance a bit and resolves some correctness issues.

Differential Revision: D84632911

Summary: FBGEMM (and MSLK) previously relied on a customized implementation of blockwise scaling that has bitrotted over the past few releases of CUTLASS. Now that CUTLASS has fully supported blockwise scaling natively, it is time to switch over to it. This diff updates our blockwise FP8 gemm to use the standard cutlass implementation. This improves performance a bit and resolves some correctness issues.

Differential Revision: D84632911
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@meta-cla meta-cla Bot added the cla signed label Oct 14, 2025
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@jwfromm has exported this pull request. If you are a Meta employee, you can view the originating Diff in D84632911.

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This pull request has been merged in 2674b39.

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3 participants