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Title: [Dev][TL] Enhance TL Paser to support flexible tile lang kernel implementation by LeiWang1999 · Pull Request #222 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev][TL] Enhance TL Paser to support flexible tile lang kernel implementation by LeiWang1999 · Pull Request #222 · microsoft/BitBLAS

X Title: [Dev][TL] Enhance TL Paser to support flexible tile lang kernel implementation by LeiWang1999 · Pull Request #222 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev][TL] Enhance TL Paser to support flexible tile lang kernel implementation by LeiWang1999 · Pull Request #222 · microsoft/BitBLAS

Open Graph Description: This pull request includes several changes to the bitblas/ops/general_matmul/tilelang/dequantize/block_primitive_tensorcore.py file, focusing on refactoring and enhancing the dequantization process...

X Description: This pull request includes several changes to the bitblas/ops/general_matmul/tilelang/dequantize/block_primitive_tensorcore.py file, focusing on refactoring and enhancing the dequantization process...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/222

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og:image:altThis pull request includes several changes to the bitblas/ops/general_matmul/tilelang/dequantize/block_primitive_tensorcore.py file, focusing on refactoring and enhancing the dequantization process...
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[Dev][TL] Enhance TL Paser to support flexible tile lang kernel implementationhttps://github.com/microsoft/BitBLAS/pull/222#top
LeiWang1999https://github.com/LeiWang1999
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Oct 16, 2024https://github.com/microsoft/BitBLAS/pull/222#issue-2592829656
[1]https://github.com/microsoft/BitBLAS/pull/222/files#diff-a8892dadc6b24432ac9785d3a5def29c81b6e347d7b1b76b2cb7f037ce378022L177-R178
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testing/python/operators/test_general_matmul_tilelang_scheduler.pyR37-R92https://github.com/microsoft/BitBLAS/pull/222/files#diff-9ec5249617821fa5b835ab94a80fa9b3e44a15ce612a49534cbe07770f5375aeR37-R92
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Refactor Simplify function to handle multiple functions in IRModulehttps://github.com/microsoft/BitBLAS/pull/222/commits/c4853ec36cb789b35499452ebbc6b0eb2fe7b2e0
c4853echttps://github.com/microsoft/BitBLAS/pull/222/commits/c4853ec36cb789b35499452ebbc6b0eb2fe7b2e0
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October 16, 2024 19:16https://github.com/microsoft/BitBLAS/pull/222#event-14687627640
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Oct 16, 2024https://github.com/microsoft/BitBLAS/pull/222#issuecomment-2417743585
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October 17, 2024 04:27https://github.com/microsoft/BitBLAS/pull/222#commits-pushed-9a21acf
https://github.com/LeiWang1999
Update submodule commit referencehttps://github.com/microsoft/BitBLAS/pull/222/commits/9a21acf7935e70edf308542a71d863f27efb55c2
9a21acfhttps://github.com/microsoft/BitBLAS/pull/222/commits/9a21acf7935e70edf308542a71d863f27efb55c2
https://github.com/LeiWang1999
Add CUDA_DEVICE_ORDER environment variable to bashrchttps://github.com/microsoft/BitBLAS/pull/222/commits/f8d046bb225f8c474fb118d49de4a90c21bfdef7
f8d046bhttps://github.com/microsoft/BitBLAS/pull/222/commits/f8d046bb225f8c474fb118d49de4a90c21bfdef7
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/222/commits/c1371ddfe282ebeb6fbf3d800c514a09c86d95bd
c1371ddhttps://github.com/microsoft/BitBLAS/pull/222/commits/c1371ddfe282ebeb6fbf3d800c514a09c86d95bd
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/222/commits/416cad229225e788b25fc33de72e33ee9b24df69
416cad2https://github.com/microsoft/BitBLAS/pull/222/commits/416cad229225e788b25fc33de72e33ee9b24df69
https://github.com/LeiWang1999
Refactor test_general_matmul_bf16.py to use bitblas.testing.main()https://github.com/microsoft/BitBLAS/pull/222/commits/9209d1ed0e9f0c072b410c884c0876a97e8728bb
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Oct 17, 2024https://github.com/microsoft/BitBLAS/pull/222#event-14699200310
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Oct 20, 2024 https://github.com/microsoft/BitBLAS/pull/222#ref-issue-2591857802
[Feature Request][TL] Maybe need an annotation to disable part of the ast be translated into TL #221 https://github.com/microsoft/BitBLAS/issues/221
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