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Title: [Dev] Enhance TileLang Backend and fix a bug for INT4xINT2 by LeiWang1999 · Pull Request #236 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Enhance TileLang Backend and fix a bug for INT4xINT2 by LeiWang1999 · Pull Request #236 · microsoft/BitBLAS

X Title: [Dev] Enhance TileLang Backend and fix a bug for INT4xINT2 by LeiWang1999 · Pull Request #236 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Enhance TileLang Backend and fix a bug for INT4xINT2 by LeiWang1999 · Pull Request #236 · microsoft/BitBLAS

Open Graph Description: This pull request introduces a new utility function retrieve_func_from_module and refactors existing code to use this function for retrieving the main function from an IR module. The changes ensure...

X Description: This pull request introduces a new utility function retrieve_func_from_module and refactors existing code to use this function for retrieving the main function from an IR module. The changes ensure...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/236

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[Dev] Enhance TileLang Backend and fix a bug for INT4xINT2https://github.com/microsoft/BitBLAS/pull/236#top
LeiWang1999https://github.com/LeiWang1999
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Nov 5, 2024https://github.com/microsoft/BitBLAS/pull/236#issue-2634945444
bitblas/utils/__init__.pyhttps://github.com/microsoft/BitBLAS/pull/236/files#diff-8d1a86d9c21c3aec62fc317a8495edb514fda6553fdf2ac839757db11feac986R26-R34
bitblas/base/common_schedules.pyhttps://github.com/microsoft/BitBLAS/pull/236/files#diff-f7dfc6bea6df1ff0d6e40324ddc83625a55ba433ab4867dd0b670655435dc1cbL77-R77
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bitblas/ops/operator.pyhttps://github.com/microsoft/BitBLAS/pull/236/files#diff-e46691c9facadb5aa0aba8bd63c10c3683f74f7d5fb77d1eb4c112e60dbe5682L371-R374
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Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/236
November 3, 2024 07:15https://github.com/microsoft/BitBLAS/pull/236#commits-pushed-57c40ae
Enhance installation script with detailed logging and error handlinghttps://github.com/microsoft/BitBLAS/pull/236/commits/57c40aebe800cb5f0a605388b40551512a09b6f3
57c40aehttps://github.com/microsoft/BitBLAS/pull/236/commits/57c40aebe800cb5f0a605388b40551512a09b6f3
Implement INT4 Related Scheduler.https://github.com/microsoft/BitBLAS/pull/236/commits/870741990dfbb1c9cf2aac655289b3766acddf88
8707419https://github.com/microsoft/BitBLAS/pull/236/commits/870741990dfbb1c9cf2aac655289b3766acddf88
Support INT4 As an operatorhttps://github.com/microsoft/BitBLAS/pull/236/commits/c517f561f038835511635a9a22082b26bd567ecb
c517f56https://github.com/microsoft/BitBLAS/pull/236/commits/c517f561f038835511635a9a22082b26bd567ecb
Update INT4 Matrix multiplicationhttps://github.com/microsoft/BitBLAS/pull/236/commits/a52a41c26e7df5e233095ddacf8e9863e9f763ee
a52a41chttps://github.com/microsoft/BitBLAS/pull/236/commits/a52a41c26e7df5e233095ddacf8e9863e9f763ee
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4a2c21bhttps://github.com/microsoft/BitBLAS/pull/236/commits/4a2c21bcf06d77165ce599ef2d53515559a7ada5
lint fixhttps://github.com/microsoft/BitBLAS/pull/236/commits/3e2b7239cb5c3ff75910482bd406269d8774f97e
3e2b723https://github.com/microsoft/BitBLAS/pull/236/commits/3e2b7239cb5c3ff75910482bd406269d8774f97e
update readme.https://github.com/microsoft/BitBLAS/pull/236/commits/b983ce71eddd55fd252ce6243d31121715da0d60
b983ce7https://github.com/microsoft/BitBLAS/pull/236/commits/b983ce71eddd55fd252ce6243d31121715da0d60
Refactor function retrieval from IRModule and update related usageshttps://github.com/microsoft/BitBLAS/pull/236/commits/03e0dafc8c20530f7f9ea01dc8b8c48afc6903d5
03e0dafhttps://github.com/microsoft/BitBLAS/pull/236/commits/03e0dafc8c20530f7f9ea01dc8b8c48afc6903d5
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/236/commits/41ba3788a32eedfecf5e041c2d73ce2e0db66815
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