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Title: [Fix] Fix scale and zero scopes for scale only template by LeiWang1999 · Pull Request #147 · microsoft/BitBLAS · GitHub

Open Graph Title: [Fix] Fix scale and zero scopes for scale only template by LeiWang1999 · Pull Request #147 · microsoft/BitBLAS

X Title: [Fix] Fix scale and zero scopes for scale only template by LeiWang1999 · Pull Request #147 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Fix] Fix scale and zero scopes for scale only template by LeiWang1999 · Pull Request #147 · microsoft/BitBLAS

Open Graph Description: This pull request includes several changes across different files, primarily focusing on modifying buffer scopes, updating documentation, and adding new scripts for model management. Buffer Scope C...

X Description: This pull request includes several changes across different files, primarily focusing on modifying buffer scopes, updating documentation, and adding new scripts for model management. Buffer Scope C...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/147

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tl_tmachttps://github.com/microsoft/BitBLAS/tree/tl_tmac
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Commits202 (202)https://github.com/microsoft/BitBLAS/pull/147/commits
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Files changedhttps://github.com/microsoft/BitBLAS/pull/147/files
[Fix] Fix scale and zero scopes for scale only templatehttps://github.com/microsoft/BitBLAS/pull/147#top
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Aug 19, 2024https://github.com/microsoft/BitBLAS/pull/147#issue-2473789364
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LeiWang1999https://github.com/LeiWang1999
July 5, 2024 08:54https://github.com/microsoft/BitBLAS/pull/147#commits-pushed-d8884e6
https://github.com/LeiWang1999
Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read…https://github.com/microsoft/BitBLAS/pull/147/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
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disable failure email for cihttps://github.com/microsoft/BitBLAS/pull/147/commits/397eee6141599e84b509594bb99a0531e409c266
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remove email notifications.https://github.com/microsoft/BitBLAS/pull/147/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
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move relax pass from testing to mlc_llmhttps://github.com/microsoft/BitBLAS/pull/147/commits/b93c39431c803e22b12f71b555939785da36b96a
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Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/147/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/147/commits/39e7614944c4f58bb61ccb20900b883cb881497a
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lint fix.https://github.com/microsoft/BitBLAS/pull/147/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
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Refactor BitBLASLinear test module for improved readability and maint…https://github.com/microsoft/BitBLAS/pull/147/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
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refactor test as version below python 3.9 cannot handle int32 overflow.https://github.com/microsoft/BitBLAS/pull/147/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
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Deep refactor Lib related code.https://github.com/microsoft/BitBLAS/pull/147/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
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2327e14https://github.com/microsoft/BitBLAS/pull/147/commits/2327e14429562152be1511d5b051f74674052986
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Merge branch 'update_transform' ofhttps://github.com/microsoft/BitBLAS/pull/147/commits/40a9b04686cd1e6495242d759430f217dbde1acb
https://github.com/LeiWang1999/MSB…https://github.com/LeiWang1999/MSBitBLAS
40a9b04https://github.com/microsoft/BitBLAS/pull/147/commits/40a9b04686cd1e6495242d759430f217dbde1acb
…itBLAShttps://github.com/LeiWang1999/MSBitBLAS
https://github.com/LeiWang1999
chore: Add serialize_results method to benchmark_matmul_strategies.pyhttps://github.com/microsoft/BitBLAS/pull/147/commits/a16ee62e64b6c351ee4321fcd66b06875f09cf6a
a16ee62https://github.com/microsoft/BitBLAS/pull/147/commits/a16ee62e64b6c351ee4321fcd66b06875f09cf6a
https://github.com/LeiWang1999
fix performance issue for dynamic async copyhttps://github.com/microsoft/BitBLAS/pull/147/commits/63fc6542b4e8c2ff368dfd686d32283877aec7fb
63fc654https://github.com/microsoft/BitBLAS/pull/147/commits/63fc6542b4e8c2ff368dfd686d32283877aec7fb
https://github.com/LeiWang1999
chore: Refactor benchmark_matmul_strategies.py for improved performan…https://github.com/microsoft/BitBLAS/pull/147/commits/d37d09f5f8a27389ccc9e48912919527c8521dda
d37d09fhttps://github.com/microsoft/BitBLAS/pull/147/commits/d37d09f5f8a27389ccc9e48912919527c8521dda
https://github.com/LeiWang1999
bug fixhttps://github.com/microsoft/BitBLAS/pull/147/commits/d4d4603decf011fc26d514d1ca09390eb95b7c86
d4d4603https://github.com/microsoft/BitBLAS/pull/147/commits/d4d4603decf011fc26d514d1ca09390eb95b7c86
https://github.com/LeiWang1999
update readmehttps://github.com/microsoft/BitBLAS/pull/147/commits/18165269ee2a770a48cec659b3641fbc0a184341
1816526https://github.com/microsoft/BitBLAS/pull/147/commits/18165269ee2a770a48cec659b3641fbc0a184341
https://github.com/LeiWang1999
disable block reduce for int8https://github.com/microsoft/BitBLAS/pull/147/commits/b81a3a851b518649444f30731c2fbeb8883c6950
b81a3a8https://github.com/microsoft/BitBLAS/pull/147/commits/b81a3a851b518649444f30731c2fbeb8883c6950
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/147/commits/9cde970f93165a1d12f63400a8ddbac27ecbbbef
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into upda…https://github.com/microsoft/BitBLAS/pull/147/commits/9cde970f93165a1d12f63400a8ddbac27ecbbbef
9cde970https://github.com/microsoft/BitBLAS/pull/147/commits/9cde970f93165a1d12f63400a8ddbac27ecbbbef
https://github.com/LeiWang1999
bugfix for bitnethttps://github.com/microsoft/BitBLAS/pull/147/commits/1c89c60044838811a8c37b899a498f2a44963508
1c89c60https://github.com/microsoft/BitBLAS/pull/147/commits/1c89c60044838811a8c37b899a498f2a44963508
https://github.com/LeiWang1999
annotatte todo.https://github.com/microsoft/BitBLAS/pull/147/commits/cfda648431b74bb59663ed3482863e57c39e92d9
cfda648https://github.com/microsoft/BitBLAS/pull/147/commits/cfda648431b74bb59663ed3482863e57c39e92d9
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/147/commits/83b99c4476ce6fa923f62eea00aab0bc01b45026
83b99c4https://github.com/microsoft/BitBLAS/pull/147/commits/83b99c4476ce6fa923f62eea00aab0bc01b45026
https://github.com/LeiWang1999
regist fast_decode for int8xint4https://github.com/microsoft/BitBLAS/pull/147/commits/0b6b4a3ba914fc6dc5cbe6d2d0d71641994fd102
0b6b4a3https://github.com/microsoft/BitBLAS/pull/147/commits/0b6b4a3ba914fc6dc5cbe6d2d0d71641994fd102
https://github.com/LeiWang1999
Refactor CUDA code to use sm architecture instead of compute architec…https://github.com/microsoft/BitBLAS/pull/147/commits/e93d1ded2affc4a32f5574c2e4df7d566b6311de
e93d1dehttps://github.com/microsoft/BitBLAS/pull/147/commits/e93d1ded2affc4a32f5574c2e4df7d566b6311de
https://github.com/LeiWang1999
compress qkv and gate up for bitnethttps://github.com/microsoft/BitBLAS/pull/147/commits/84b8267849880b67d1eeba8a71051a626bf2805a
84b8267https://github.com/microsoft/BitBLAS/pull/147/commits/84b8267849880b67d1eeba8a71051a626bf2805a
https://github.com/LeiWang1999
improve elementwise schedulehttps://github.com/microsoft/BitBLAS/pull/147/commits/c21874cf81c8df39bf12368edfd5c3ac261015ef
c21874chttps://github.com/microsoft/BitBLAS/pull/147/commits/c21874cf81c8df39bf12368edfd5c3ac261015ef
https://github.com/LeiWang1999
Refactor BitNet model checkpoint generation scriptshttps://github.com/microsoft/BitBLAS/pull/147/commits/e9b07694a11f6a1e64ebe1332dad1b8a9a0bd874
e9b0769https://github.com/microsoft/BitBLAS/pull/147/commits/e9b07694a11f6a1e64ebe1332dad1b8a9a0bd874
https://github.com/LeiWang1999
cross thread reduce for tlhttps://github.com/microsoft/BitBLAS/pull/147/commits/8905a574db492932ccd2528c6e573c744d5951ba
8905a57https://github.com/microsoft/BitBLAS/pull/147/commits/8905a574db492932ccd2528c6e573c744d5951ba
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/147/commits/95c93b73e75f50d46d06a1de030c45632b9ba39e
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into tl_tmachttps://github.com/microsoft/BitBLAS/pull/147/commits/95c93b73e75f50d46d06a1de030c45632b9ba39e
95c93b7https://github.com/microsoft/BitBLAS/pull/147/commits/95c93b73e75f50d46d06a1de030c45632b9ba39e
https://github.com/LeiWang1999
fix scale only lop3 tensorize instructions.https://github.com/microsoft/BitBLAS/pull/147/commits/67ad7616e07eb9e52a90a4a785c57f9e05929db1
67ad761https://github.com/microsoft/BitBLAS/pull/147/commits/67ad7616e07eb9e52a90a4a785c57f9e05929db1
https://github.com/LeiWang1999
bug fix for scale only casehttps://github.com/microsoft/BitBLAS/pull/147/commits/374065e69f0cf48a7bc8bf4e7a6aec73d763bfc9
374065ehttps://github.com/microsoft/BitBLAS/pull/147/commits/374065e69f0cf48a7bc8bf4e7a6aec73d763bfc9
https://github.com/LeiWang1999
fix scale for warp memory dequantizehttps://github.com/microsoft/BitBLAS/pull/147/commits/b83e8fb21a507b2fbea35b175194b4a20e8bfc4f
b83e8fbhttps://github.com/microsoft/BitBLAS/pull/147/commits/b83e8fb21a507b2fbea35b175194b4a20e8bfc4f
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/147/commits/fc6374865b6ee2986d9240c322828ef293ff34a4
fc63748https://github.com/microsoft/BitBLAS/pull/147/commits/fc6374865b6ee2986d9240c322828ef293ff34a4
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Aug 20, 2024https://github.com/microsoft/BitBLAS/pull/147#event-13939542436
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Aug 20, 2024https://github.com/microsoft/BitBLAS/pull/147#event-13939543340
LeiWang1999https://github.com/LeiWang1999
August 20, 2024 07:17https://github.com/microsoft/BitBLAS/pull/147#commits-pushed-0ae3953
https://github.com/LeiWang1999
bug foxhttps://github.com/microsoft/BitBLAS/pull/147/commits/0ae3953df9b9e423b96c2749fae9ed419bbbc043
0ae3953https://github.com/microsoft/BitBLAS/pull/147/commits/0ae3953df9b9e423b96c2749fae9ed419bbbc043
https://github.com/LeiWang1999
formathttps://github.com/microsoft/BitBLAS/pull/147/commits/cdd2244bca359db9af126e2264da37c62e6d6f9a
cdd2244https://github.com/microsoft/BitBLAS/pull/147/commits/cdd2244bca359db9af126e2264da37c62e6d6f9a
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
ef28a5dhttps://github.com/microsoft/BitBLAS/commit/ef28a5d23a2ad2d449d86f91701a088cb5b22315
Aug 20, 2024https://github.com/microsoft/BitBLAS/pull/147#event-13941236132
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Aug 23, 2024 https://github.com/microsoft/BitBLAS/pull/147#ref-pullrequest-2482422230
[Version] Bump Version to 0.0.1.dev15 #149 https://github.com/microsoft/BitBLAS/pull/149
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LeiWang1999https://github.com/LeiWang1999
September 2, 2024 16:30https://github.com/microsoft/BitBLAS/pull/147#event-14105699465
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