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[Executorch][quant] Optimize per channel dequantize #7139

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merged 1 commit into from
Dec 2, 2024

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This PR was created by the merge bot to help merge the original PR into the main branch.
ghstack PR number: #5670
^ Please use this as the source of truth for the PR details, comments, and reviews
ghstack PR base: https://github.com/pytorch/executorch/tree/gh/kimishpatel/113/base
ghstack PR head: https://github.com/pytorch/executorch/tree/gh/kimishpatel/113/head
Merge bot PR base: https://github.com/pytorch/executorch/tree/main
Merge bot PR head: https://github.com/pytorch/executorch/tree/gh/kimishpatel/113/orig
@diff-train-skip-merge

Pull Request resolved: #5670

When using quantized kv cache, dequantization routine takes significantly long.
This diff just vectorizes dequant per channel for common case.
ghstack-source-id: 255730818
@exported-using-ghexport

Differential Revision: [D63338858](https://our.internmc.facebook.com/intern/diff/D63338858/)
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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/7139

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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 Dec 2, 2024
@kirklandsign kirklandsign merged commit ddec0c7 into main Dec 2, 2024
41 of 43 checks passed
@kirklandsign kirklandsign deleted the gh/kimishpatel/113/orig branch December 2, 2024 17:29
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4 participants