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authorAndrzej WarzyƄski <andrzej.warzynski@arm.com>2023-12-04 16:56:43 +0000
committerGitHub <noreply@github.com>2023-12-04 16:56:43 +0000
commitbbd2b08b95fe76bea138c1b03c1cd42ed3ee04df (patch)
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parent74e59e7752ac80607d817308a63d0574a6e8cbe1 (diff)
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[mlir][vector] Make `TransposeOpLowering` configurable (#73915)
Following the discussion here: * https://github.com/llvm/llvm-project/pull/72105 this patch makes the `TransposeOpLowering` configurable so that one can select whether to favour `vector.shape_cast` over `vector.transpose`. As per the discussion in #72105, using `vector.shape_cast` is very beneficial and desirable when targeting `LLVM IR` (CPU lowering), but won't work when targeting `SPIR-V` today (GPU lowering). Hence the need for a mechanism to be able to disable/enable the pattern introduced in #72105. This patch proposes one such mechanism. While this should solve the problem that we are facing today, it's understood to be a temporary workaround. It should be removed once support for lowering `vector.shape_cast` to SPIR-V is added. Also, (once implemented) the following proposal might make this workaround redundant: * https://discourse.llvm.org/t/improving-handling-of-unit-dimensions-in-the-vector-dialect/
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