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Optimized 2D-by-1D broadcasting in optimized op_mul #4965

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Merged
merged 7 commits into from
Aug 29, 2024

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kirklandsign
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swolchok and others added 7 commits August 20, 2024 14:04
… for op_mul

A 1 x 1 x ... x m x n tensor can be element-wise multiplied with a m x n tensor just fine.

Differential Revision: [D61504544](https://our.internmc.facebook.com/intern/diff/D61504544/)

[ghstack-poisoned]
…sed to optimized mul

We are currently doing slow broadcasting for this case. After this diff, we should get nice vectorization.

Differential Revision: [D61560825](https://our.internmc.facebook.com/intern/diff/D61560825/)

[ghstack-poisoned]
…ng in optimized op_mul"

Detect that we are doing an elementwise multiplication for a 2D tensor and a 1D tensor. Dispatch to a vectorized kernel for this case.

Differential Revision: [D61560826](https://our.internmc.facebook.com/intern/diff/D61560826/)

[ghstack-poisoned]
…ng in optimized op_mul"

Detect that we are doing an elementwise multiplication for a 2D tensor and a 1D tensor. Dispatch to a vectorized kernel for this case.

Differential Revision: [D61560826](https://our.internmc.facebook.com/intern/diff/D61560826/)

[ghstack-poisoned]
…ng in optimized op_mul"

Detect that we are doing an elementwise multiplication for a 2D tensor and a 1D tensor. Dispatch to a vectorized kernel for this case.

Differential Revision: [D61560826](https://our.internmc.facebook.com/intern/diff/D61560826/)

[ghstack-poisoned]
Differential Revision: D61560826

Pull Request resolved: #4808
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pytorch-bot bot commented Aug 29, 2024

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/4965

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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Aug 29, 2024
@kirklandsign kirklandsign merged commit 58efb8b into main Aug 29, 2024
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@kirklandsign kirklandsign deleted the gh/swolchok/18/base branch August 29, 2024 03:46
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4 participants