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Use LLVMGPUTileandFuse instead of LLVMGPUVectorize for convolutions #19469

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merged 4 commits into from
Dec 13, 2024

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@nirvedhmeshram nirvedhmeshram commented Dec 11, 2024

With this PR for convs that are not picked by VectorDistribute or TileAndFuse via IGEMM, we default lower them with TileAndFuse instead of using Vectorize pipeline. There doesnt seem to be a major performance impact in testing done with iree-kernel-benchmark as shown here and we can always look into improving the heuristics if performance is a problem.
Fixes #19478

@nirvedhmeshram nirvedhmeshram force-pushed the deprecate_conv_vectorize branch from 7488daa to 523fcdf Compare December 13, 2024 17:01
@nirvedhmeshram nirvedhmeshram marked this pull request as ready for review December 13, 2024 17:28
Signed-off-by: Nirvedh <[email protected]>
@nirvedhmeshram nirvedhmeshram merged commit 442956c into iree-org:main Dec 13, 2024
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[GPU] Use LLVMGPUTileandFuse instead of LLVMGPUVectorize for convolution config
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