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Add gemm for fp32_a_int8_b matmul kernel#2039

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Apr 10, 2025
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Add gemm for fp32_a_int8_b matmul kernel#2039
facebook-github-bot merged 1 commit into
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kimishpatel:export-D71833070

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Summary: Using gemmv for prefill is extremely slow. As it turns out, shown later in the stack, dequantizing v matrix is still better because at 3k context prefill we are heavily bound by compute

Reviewed By: metascroy

Differential Revision: D71833070

Summary: Using gemmv for prefill is extremely slow. As it turns out, shown later in the stack, dequantizing v matrix is still better because at 3k context prefill we are heavily bound by compute

Reviewed By: metascroy

Differential Revision: D71833070
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/2039

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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 Apr 10, 2025
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This pull request was exported from Phabricator. Differential Revision: D71833070

@kimishpatel kimishpatel requested a review from metascroy April 10, 2025 19:49
@kimishpatel kimishpatel added topic: new feature Use this tag if this PR adds a new feature topic: performance Use this tag if this PR improves the performance of a feature labels Apr 10, 2025
@facebook-github-bot facebook-github-bot merged commit 5cb1fa1 into pytorch:main Apr 10, 2025
liangel-02 pushed a commit that referenced this pull request Aug 25, 2025
Differential Revision: D71833070

Pull Request resolved: #2039
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