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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: #14019 by @SS-JIA
^ 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/SS-JIA/320/base
ghstack PR head: https://github.com/pytorch/executorch/tree/gh/SS-JIA/320/head
Merge bot PR base: https://github.com/pytorch/executorch/tree/gh/SS-JIA/319/orig
Merge bot PR head: https://github.com/pytorch/executorch/tree/gh/SS-JIA/320/orig
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@pytorchbot pytorchbot requested a review from SS-JIA as a code owner September 8, 2025 00:05
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pytorch-bot bot commented Sep 8, 2025

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/14045

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@meta-cla meta-cla 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 Sep 8, 2025
@SS-JIA SS-JIA force-pushed the gh/SS-JIA/319/orig branch from ea8890b to 2f3e80d Compare September 8, 2025 02:08
Base automatically changed from gh/SS-JIA/319/orig to main September 8, 2025 02:09
Pull Request resolved: #14019

The current implementations of `choose_qparams` are too slow to be practically usable.

As a temporary workaround to unblock LLM optimizations, this diff/PR introduces a fast path for computing per-channel quantization parameters for 2D matrices in the form of the choose_qparams_per_row shader.
ghstack-source-id: 308092877
@exported-using-ghexport

Differential Revision: [D81800024](https://our.internmc.facebook.com/intern/diff/D81800024/)
@SS-JIA SS-JIA force-pushed the gh/SS-JIA/320/orig branch from 2ac3676 to 47a8a9f Compare September 8, 2025 02:10
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This PR needs a release notes: label

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@SS-JIA SS-JIA merged commit 038ff0b into main Sep 8, 2025
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@SS-JIA SS-JIA deleted the gh/SS-JIA/320/orig branch September 8, 2025 02:11
@mergennachin mergennachin mentioned this pull request Sep 8, 2025
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