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Title: [Dev] Potentially improve performance through block reduction by LeiWang1999 · Pull Request #63 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Potentially improve performance through block reduction by LeiWang1999 · Pull Request #63 · microsoft/BitBLAS

X Title: [Dev] Potentially improve performance through block reduction by LeiWang1999 · Pull Request #63 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Potentially improve performance through block reduction by LeiWang1999 · Pull Request #63 · microsoft/BitBLAS

Open Graph Description: In our recent evaluations, we observed that batch inference on matrix multiplication shapes for 7b/13b models didn't achieve the expected theoretical speedup. This performance bottleneck appear...

X Description: In our recent evaluations, we observed that batch inference on matrix multiplication shapes for 7b/13b models didn't achieve the expected theoretical speedup. This performance bottleneck ap...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/63

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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/63/commits/8d2393c76c7dec8dcf68685cd00a976e1e935267
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
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Merge branch 'microsoft:main' into mainhttps://github.com/microsoft/BitBLAS/pull/63/commits/22c12d79a00e0882711de6eca7e84798561f6d15
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/63/commits/d9fdc21238c1ad0d6765f8bdb18c3eecaa112da3
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Further study Required for the performance gap when utilizing Block Reduction with Tensor Core #64 https://github.com/microsoft/BitBLAS/issues/64
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