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Title: [Dev][TL] Hardware Aware Tuning Examples with TL by LeiWang1999 · Pull Request #201 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev][TL] Hardware Aware Tuning Examples with TL by LeiWang1999 · Pull Request #201 · microsoft/BitBLAS

X Title: [Dev][TL] Hardware Aware Tuning Examples with TL by LeiWang1999 · Pull Request #201 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev][TL] Hardware Aware Tuning Examples with TL by LeiWang1999 · Pull Request #201 · microsoft/BitBLAS

Open Graph Description: This pull request includes several changes to improve the scheduling and tuning capabilities in the bitblas module, along with some code refactoring and cleanup. The most important changes include ...

X Description: This pull request includes several changes to improve the scheduling and tuning capabilities in the bitblas module, along with some code refactoring and cleanup. The most important changes include ...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/201

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[Dev][TL] Hardware Aware Tuning Examples with TLhttps://github.com/microsoft/BitBLAS/pull/201#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
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Sep 29, 2024https://github.com/microsoft/BitBLAS/pull/201#issue-2554861168
bitblas/base/utils.pyhttps://github.com/microsoft/BitBLAS/pull/201/files#diff-9b86da00817d6a305d8441c72679a388d391805ca4c2e1cdec74cba6d5863eedL196-R196
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bitblas/ops/general_matmul/tilelang/dense/matmul_tensorcore.pyhttps://github.com/microsoft/BitBLAS/pull/201/files#diff-eacc57f40c9e810b3503e297685ed5eb8372c922201e18a4be1c1c2e20c93353R44-R59
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[1]https://github.com/microsoft/BitBLAS/pull/201/files#diff-e46691c9facadb5aa0aba8bd63c10c3683f74f7d5fb77d1eb4c112e60dbe5682L270-R349
[2]https://github.com/microsoft/BitBLAS/pull/201/files#diff-e46691c9facadb5aa0aba8bd63c10c3683f74f7d5fb77d1eb4c112e60dbe5682L251-R263
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Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/201
LeiWang1999https://github.com/LeiWang1999
September 28, 2024 07:43https://github.com/microsoft/BitBLAS/pull/201#commits-pushed-f3b1eb9
https://github.com/LeiWang1999
Refactor tilelang dequantize module and add matmul_blocked_weight_onl…https://github.com/microsoft/BitBLAS/pull/201/commits/f3b1eb9862ebc0ee2bbd38194ace250fa6be9b0b
f3b1eb9https://github.com/microsoft/BitBLAS/pull/201/commits/f3b1eb9862ebc0ee2bbd38194ace250fa6be9b0b
https://github.com/LeiWang1999
remove un-implemented code.https://github.com/microsoft/BitBLAS/pull/201/commits/730d13ea17530d720c95ffc4c4550cce94416bf5
730d13ehttps://github.com/microsoft/BitBLAS/pull/201/commits/730d13ea17530d720c95ffc4c4550cce94416bf5
https://github.com/LeiWang1999
Implement BaseScheduler to wrap some related items.https://github.com/microsoft/BitBLAS/pull/201/commits/8047ee7a00f0e84f46fa96da88deab32541756a9
8047ee7https://github.com/microsoft/BitBLAS/pull/201/commits/8047ee7a00f0e84f46fa96da88deab32541756a9
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/201/commits/64db0655683342ede824c4ca95d0e448479e2e5c
64db065https://github.com/microsoft/BitBLAS/pull/201/commits/64db0655683342ede824c4ca95d0e448479e2e5c
https://github.com/LeiWang1999
test skiphttps://github.com/microsoft/BitBLAS/pull/201/commits/cef04a875e022445d6ad2b28ddd5e6b3ca939266
cef04a8https://github.com/microsoft/BitBLAS/pull/201/commits/cef04a875e022445d6ad2b28ddd5e6b3ca939266
https://github.com/LeiWang1999
Refactor tilelang dequantize module and add matmul_blocked_weight_onl…https://github.com/microsoft/BitBLAS/pull/201/commits/f1652e9841d4bbe903825bbbae85688442fc9a8c
f1652e9https://github.com/microsoft/BitBLAS/pull/201/commits/f1652e9841d4bbe903825bbbae85688442fc9a8c
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/201/commits/4f6c54525a2ba85b9b86adb7a9d551928c7ebaa7
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into tl_o…https://github.com/microsoft/BitBLAS/pull/201/commits/4f6c54525a2ba85b9b86adb7a9d551928c7ebaa7
4f6c545https://github.com/microsoft/BitBLAS/pull/201/commits/4f6c54525a2ba85b9b86adb7a9d551928c7ebaa7
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/201/commits/c485b68a9982caa0c281997e1e31c7bbea38a054
c485b68https://github.com/microsoft/BitBLAS/pull/201/commits/c485b68a9982caa0c281997e1e31c7bbea38a054
https://github.com/LeiWang1999
hardware tuning demohttps://github.com/microsoft/BitBLAS/pull/201/commits/ebe42a6f085ef6fe6f82ae01884c229d9a8866fb
ebe42a6https://github.com/microsoft/BitBLAS/pull/201/commits/ebe42a6f085ef6fe6f82ae01884c229d9a8866fb
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/201/commits/88230ecaee78e2d68d9e23babe8634265d111531
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into tl_o…https://github.com/microsoft/BitBLAS/pull/201/commits/88230ecaee78e2d68d9e23babe8634265d111531
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5af67f7https://github.com/microsoft/BitBLAS/commit/5af67f73dd72968b3a9204fdbcf6e211321a6a40
Sep 29, 2024https://github.com/microsoft/BitBLAS/pull/201#event-14445414354
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