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Title: [Dev][AMD] Support LDS and Flash Attention for AMD Backend by LeiWang1999 · Pull Request #247 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev][AMD] Support LDS and Flash Attention for AMD Backend by LeiWang1999 · Pull Request #247 · microsoft/BitBLAS

X Title: [Dev][AMD] Support LDS and Flash Attention for AMD Backend by LeiWang1999 · Pull Request #247 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev][AMD] Support LDS and Flash Attention for AMD Backend by LeiWang1999 · Pull Request #247 · microsoft/BitBLAS

Open Graph Description: This pull request includes several changes to the benchmarking scripts and the matrix multiplication and multi-head attention implementations, as well as updates to the mfma_macro_generator.py file...

X Description: This pull request includes several changes to the benchmarking scripts and the matrix multiplication and multi-head attention implementations, as well as updates to the mfma_macro_generator.py file...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/247

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[Dev][AMD] Support LDS and Flash Attention for AMD Backendhttps://github.com/microsoft/BitBLAS/pull/247#top
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Nov 19, 2024https://github.com/microsoft/BitBLAS/pull/247#issue-2670931439
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/247/commits/e4ff7f3e366b67a05998f40524b5ded9033e9668
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into amd_hiphttps://github.com/microsoft/BitBLAS/pull/247/commits/e4ff7f3e366b67a05998f40524b5ded9033e9668
e4ff7f3https://github.com/microsoft/BitBLAS/pull/247/commits/e4ff7f3e366b67a05998f40524b5ded9033e9668
https://github.com/LeiWang1999
Fix MFMA Layout Related issuehttps://github.com/microsoft/BitBLAS/pull/247/commits/57e3cf958a9e99722ff5fc9863a80e150bce9836
57e3cf9https://github.com/microsoft/BitBLAS/pull/247/commits/57e3cf958a9e99722ff5fc9863a80e150bce9836
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/247/commits/c3398f508316f8d53f529cf8e7a97e7c00585be1
c3398f5https://github.com/microsoft/BitBLAS/pull/247/commits/c3398f508316f8d53f529cf8e7a97e7c00585be1
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amd hip updatehttps://github.com/microsoft/BitBLAS/pull/247/commits/ddd021969a08cd9d032024da1fac8ca2df735000
ddd0219https://github.com/microsoft/BitBLAS/pull/247/commits/ddd021969a08cd9d032024da1fac8ca2df735000
LeiWang1999https://github.com/LeiWang1999
November 13, 2024 16:41https://github.com/microsoft/BitBLAS/pull/247#commits-pushed-754294f
https://github.com/LeiWang1999
Block GEMM Examplehttps://github.com/microsoft/BitBLAS/pull/247/commits/754294f27146b92b372cf9db4e43ccfec7838635
754294fhttps://github.com/microsoft/BitBLAS/pull/247/commits/754294f27146b92b372cf9db4e43ccfec7838635
https://github.com/YangWang92
fix amdhttps://github.com/microsoft/BitBLAS/pull/247/commits/e041d916ac1d16df2a0bf3106a5f097b37628d2b
e041d91https://github.com/microsoft/BitBLAS/pull/247/commits/e041d916ac1d16df2a0bf3106a5f097b37628d2b
https://github.com/YangWang92
mi300 updatehttps://github.com/microsoft/BitBLAS/pull/247/commits/2910b3c9cf48716593eb8249adef6675d36a0109
2910b3chttps://github.com/microsoft/BitBLAS/pull/247/commits/2910b3c9cf48716593eb8249adef6675d36a0109
https://github.com/YangWang92
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/247/commits/cf934c153151909e00c5d9e94590152fd289c175
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into amd_hiphttps://github.com/microsoft/BitBLAS/pull/247/commits/cf934c153151909e00c5d9e94590152fd289c175
cf934c1https://github.com/microsoft/BitBLAS/pull/247/commits/cf934c153151909e00c5d9e94590152fd289c175
https://github.com/YangWang92
fix and enhancehttps://github.com/microsoft/BitBLAS/pull/247/commits/baf4abd4f50c0dca298ddbb6b70aa86efa529c70
baf4abdhttps://github.com/microsoft/BitBLAS/pull/247/commits/baf4abd4f50c0dca298ddbb6b70aa86efa529c70
https://github.com/LeiWang1999
lintfixhttps://github.com/microsoft/BitBLAS/pull/247/commits/c3605e891003332abb65dbc1a68ebad495f93b0b
c3605e8https://github.com/microsoft/BitBLAS/pull/247/commits/c3605e891003332abb65dbc1a68ebad495f93b0b
https://github.com/LeiWang1999
enhance amd installationhttps://github.com/microsoft/BitBLAS/pull/247/commits/8ee2c631799637cdda2a78a44d541173b1bf0b03
8ee2c63https://github.com/microsoft/BitBLAS/pull/247/commits/8ee2c631799637cdda2a78a44d541173b1bf0b03
https://github.com/LeiWang1999
update submodulehttps://github.com/microsoft/BitBLAS/pull/247/commits/451318a57b03fb54241addca0213c3a94b674dae
451318ahttps://github.com/microsoft/BitBLAS/pull/247/commits/451318a57b03fb54241addca0213c3a94b674dae
https://github.com/LeiWang1999
update tvmhttps://github.com/microsoft/BitBLAS/pull/247/commits/14672dfd098bdee57577d04e339aa24275664e99
14672dfhttps://github.com/microsoft/BitBLAS/pull/247/commits/14672dfd098bdee57577d04e339aa24275664e99
https://github.com/LeiWang1999
implement fragementhttps://github.com/microsoft/BitBLAS/pull/247/commits/ff7f6d8260aaab5d34ab6f76b7f69a9a0b6c3eab
ff7f6d8https://github.com/microsoft/BitBLAS/pull/247/commits/ff7f6d8260aaab5d34ab6f76b7f69a9a0b6c3eab
https://github.com/LeiWang1999
test updatehttps://github.com/microsoft/BitBLAS/pull/247/commits/cccbe6800b078cbaf60f1e3a5d542637856fb7d1
cccbe68https://github.com/microsoft/BitBLAS/pull/247/commits/cccbe6800b078cbaf60f1e3a5d542637856fb7d1
https://github.com/LeiWang1999
Optimize MFMA Layouthttps://github.com/microsoft/BitBLAS/pull/247/commits/9edecfdad763e7a3807ca20847d2669e514f0d9b
9edecfdhttps://github.com/microsoft/BitBLAS/pull/247/commits/9edecfdad763e7a3807ca20847d2669e514f0d9b
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/247/commits/7b5d4d5a47655b040a12bc6fefb4ea67fa8c74d2
7b5d4d5https://github.com/microsoft/BitBLAS/pull/247/commits/7b5d4d5a47655b040a12bc6fefb4ea67fa8c74d2
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/247/commits/41c2fb78c3f910e3e04f40fc1bdf8c9bced51c64
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into amd_hiphttps://github.com/microsoft/BitBLAS/pull/247/commits/41c2fb78c3f910e3e04f40fc1bdf8c9bced51c64
41c2fb7https://github.com/microsoft/BitBLAS/pull/247/commits/41c2fb78c3f910e3e04f40fc1bdf8c9bced51c64
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
b481405https://github.com/microsoft/BitBLAS/commit/b481405d0dc65f801e6fc9baf02cb4a584d405bf
Nov 19, 2024https://github.com/microsoft/BitBLAS/pull/247#event-15351100455
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