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Title: [Dev] Refactor codebase to save import time by LeiWang1999 · Pull Request #262 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Refactor codebase to save import time by LeiWang1999 · Pull Request #262 · microsoft/BitBLAS

X Title: [Dev] Refactor codebase to save import time by LeiWang1999 · Pull Request #262 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Refactor codebase to save import time by LeiWang1999 · Pull Request #262 · microsoft/BitBLAS

Open Graph Description: This pull request mainly shift tvm intrin related import into lazy import format to save the module import time when we write import bitblas in python. Before this modification be applied: import t...

X Description: This pull request mainly shift tvm intrin related import into lazy import format to save the module import time when we write import bitblas in python. Before this modification be applied: import t...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/262

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[Dev] Refactor codebase to save import timehttps://github.com/microsoft/BitBLAS/pull/262#top
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December 8, 2024 18:05https://github.com/microsoft/BitBLAS/pull/262#commits-pushed-ca42750
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fix for relaxhttps://github.com/microsoft/BitBLAS/pull/262/commits/ca42750dbd172d4cdf6bedac76a2231016cad528
ca42750https://github.com/microsoft/BitBLAS/pull/262/commits/ca42750dbd172d4cdf6bedac76a2231016cad528
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lint fixhttps://github.com/microsoft/BitBLAS/pull/262/commits/58fa7bfc049524d779e574342c49cd2d45e6accf
58fa7bfhttps://github.com/microsoft/BitBLAS/pull/262/commits/58fa7bfc049524d779e574342c49cd2d45e6accf
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save import bitblas timehttps://github.com/microsoft/BitBLAS/pull/262/commits/8275513bdbf3d349630efe9ffd340d11d6b08b37
8275513https://github.com/microsoft/BitBLAS/pull/262/commits/8275513bdbf3d349630efe9ffd340d11d6b08b37
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bug fix for tl backendhttps://github.com/microsoft/BitBLAS/pull/262/commits/fb7de9baf84d65b0efe735bd1e2aa1e2ea77a8d8
fb7de9bhttps://github.com/microsoft/BitBLAS/pull/262/commits/fb7de9baf84d65b0efe735bd1e2aa1e2ea77a8d8
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support input transform_kindhttps://github.com/microsoft/BitBLAS/pull/262/commits/02cf643197db59b75dff6116e238e4e8d45052b6
02cf643https://github.com/microsoft/BitBLAS/pull/262/commits/02cf643197db59b75dff6116e238e4e8d45052b6
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hint identifierhttps://github.com/microsoft/BitBLAS/pull/262/commits/65fb3b459be7960933c3d45c9dd6afa46bc3eb10
65fb3b4https://github.com/microsoft/BitBLAS/pull/262/commits/65fb3b459be7960933c3d45c9dd6afa46bc3eb10
https://github.com/LeiWang1999
annotate hint type for dequantizehttps://github.com/microsoft/BitBLAS/pull/262/commits/ad7bc1c105e63b3e8c0d7aa9527dc10174a2ccc9
ad7bc1chttps://github.com/microsoft/BitBLAS/pull/262/commits/ad7bc1c105e63b3e8c0d7aa9527dc10174a2ccc9
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enhance swizzlinghttps://github.com/microsoft/BitBLAS/pull/262/commits/d635713ca6c65f44b9a54ca8345af4b13443ad3a
d635713https://github.com/microsoft/BitBLAS/pull/262/commits/d635713ca6c65f44b9a54ca8345af4b13443ad3a
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Enhance for hardware aware tuninghttps://github.com/microsoft/BitBLAS/pull/262/commits/a3e97dedc3182ee1fd1631eaf3671618a6c11d93
a3e97dehttps://github.com/microsoft/BitBLAS/pull/262/commits/a3e97dedc3182ee1fd1631eaf3671618a6c11d93
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test fixhttps://github.com/microsoft/BitBLAS/pull/262/commits/bdbc685190ace2b477a42834a91ca8839607a311
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remove pad factorhttps://github.com/microsoft/BitBLAS/pull/262/commits/e30b64fbec98e14ca6181966dbdbee04aa9cc955
e30b64fhttps://github.com/microsoft/BitBLAS/pull/262/commits/e30b64fbec98e14ca6181966dbdbee04aa9cc955
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f11474bhttps://github.com/microsoft/BitBLAS/commit/f11474ba208969f5534ad77e9d99a63c468b9964
Dec 13, 2024https://github.com/microsoft/BitBLAS/pull/262#event-15651141997
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Dec 13, 2024 https://github.com/microsoft/BitBLAS/pull/262#ref-issue-2714764161
[Feature Request] Lazy tvm tensor intrin registration is required to save import time #256 https://github.com/microsoft/BitBLAS/issues/256
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