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authorJakub Kuderski <jakub@nod-labs.com>2023-12-21 11:55:43 -0500
committerGitHub <noreply@github.com>2023-12-21 11:55:43 -0500
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[mlir][gpu] Allow subgroup reductions over 1-d vector types (#76015)
Each vector element is reduced independently, which is a form of multi-reduction. The plan is to allow for gradual lowering of multi-reduction that results in fewer `gpu.shuffle` ops at the end: 1d `vector.multi_reduction` --> 1d `gpu.subgroup_reduce` --> smaller 1d `gpu.subgroup_reduce` --> packed `gpu.shuffle` over i32 For example we can perform 2 independent f16 reductions with a series of `gpu.shuffles` over i32, reducing the final number of `gpu.shuffles` by 2x.
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