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Title: [Dev] Bring Block Reduction into our seach space and policy by LeiWang1999 · Pull Request #132 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Bring Block Reduction into our seach space and policy by LeiWang1999 · Pull Request #132 · microsoft/BitBLAS

X Title: [Dev] Bring Block Reduction into our seach space and policy by LeiWang1999 · Pull Request #132 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Bring Block Reduction into our seach space and policy by LeiWang1999 · Pull Request #132 · microsoft/BitBLAS

Open Graph Description: This pull request includes several changes to the bitblas module, focusing on improving functionality, optimizing performance, and refactoring code. The most important changes include adding a depr...

X Description: This pull request includes several changes to the bitblas module, focusing on improving functionality, optimizing performance, and refactoring code. The most important changes include adding a depr...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/132

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Commits151 (151)https://github.com/microsoft/BitBLAS/pull/132/commits
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Files changedhttps://github.com/microsoft/BitBLAS/pull/132/files
[Dev] Bring Block Reduction into our seach space and policyhttps://github.com/microsoft/BitBLAS/pull/132#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Aug 5, 2024https://github.com/microsoft/BitBLAS/pull/132#issue-2448607689
bitblas/__init__.pyhttps://github.com/microsoft/BitBLAS/pull/132/files#diff-c2248c838997d60356d36c7ad50e42b7bfcc09238719cc55cccb6b87e48472e7R93-R114
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Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/132
LeiWang1999https://github.com/LeiWang1999
July 5, 2024 08:54https://github.com/microsoft/BitBLAS/pull/132#commits-pushed-d8884e6
https://github.com/LeiWang1999
Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read…https://github.com/microsoft/BitBLAS/pull/132/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
d8884e6https://github.com/microsoft/BitBLAS/pull/132/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
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Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/132/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
fc84173https://github.com/microsoft/BitBLAS/pull/132/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
https://github.com/LeiWang1999
Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/132/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
02f64dehttps://github.com/microsoft/BitBLAS/pull/132/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
https://github.com/LeiWang1999
disable failure email for cihttps://github.com/microsoft/BitBLAS/pull/132/commits/397eee6141599e84b509594bb99a0531e409c266
397eee6https://github.com/microsoft/BitBLAS/pull/132/commits/397eee6141599e84b509594bb99a0531e409c266
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remove email notifications.https://github.com/microsoft/BitBLAS/pull/132/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
20f6ad1https://github.com/microsoft/BitBLAS/pull/132/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
https://github.com/LeiWang1999
move relax pass from testing to mlc_llmhttps://github.com/microsoft/BitBLAS/pull/132/commits/b93c39431c803e22b12f71b555939785da36b96a
b93c394https://github.com/microsoft/BitBLAS/pull/132/commits/b93c39431c803e22b12f71b555939785da36b96a
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/132/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into mainhttps://github.com/microsoft/BitBLAS/pull/132/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
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https://github.com/LeiWang1999
Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/132/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
257693ahttps://github.com/microsoft/BitBLAS/pull/132/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
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Lint Fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
9bb7f49https://github.com/microsoft/BitBLAS/pull/132/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/132/commits/39e7614944c4f58bb61ccb20900b883cb881497a
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into mainhttps://github.com/microsoft/BitBLAS/pull/132/commits/39e7614944c4f58bb61ccb20900b883cb881497a
39e7614https://github.com/microsoft/BitBLAS/pull/132/commits/39e7614944c4f58bb61ccb20900b883cb881497a
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Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/132/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
93eb5a5https://github.com/microsoft/BitBLAS/pull/132/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
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bug fix in testhttps://github.com/microsoft/BitBLAS/pull/132/commits/aa66a9080d41330ba63f38b76c539c6be0362906
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/132/commits/ae14a53a87a9569043c190abedc094151b9a12f8
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/132/commits/ae14a53a87a9569043c190abedc094151b9a12f8
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lint fix.https://github.com/microsoft/BitBLAS/pull/132/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
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test cuda i4 kernelhttps://github.com/microsoft/BitBLAS/pull/132/commits/86fd0361bb74e21a87a26159022282ca25a4b282
86fd036https://github.com/microsoft/BitBLAS/pull/132/commits/86fd0361bb74e21a87a26159022282ca25a4b282
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Refactor copyright notice in i4matmul.hpphttps://github.com/microsoft/BitBLAS/pull/132/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
6b73a21https://github.com/microsoft/BitBLAS/pull/132/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/132/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
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Refactor BitBLASLinear test module for improved readability and maint…https://github.com/microsoft/BitBLAS/pull/132/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
086d208https://github.com/microsoft/BitBLAS/pull/132/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
https://github.com/LeiWang1999
refactor test as version below python 3.9 cannot handle int32 overflow.https://github.com/microsoft/BitBLAS/pull/132/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
47a3abdhttps://github.com/microsoft/BitBLAS/pull/132/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
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format lint for testhttps://github.com/microsoft/BitBLAS/pull/132/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
024b247https://github.com/microsoft/BitBLAS/pull/132/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
https://github.com/LeiWang1999
Refactor test_int4b_fp16_convert.py for improved readability and main…https://github.com/microsoft/BitBLAS/pull/132/commits/bfedeaa813c269330ea332cce9938e05eac809ec
bfedeaahttps://github.com/microsoft/BitBLAS/pull/132/commits/bfedeaa813c269330ea332cce9938e05eac809ec
https://github.com/LeiWang1999
remove unused design filehttps://github.com/microsoft/BitBLAS/pull/132/commits/e672a23a3910605eacfd705aede46be3c81a0021
e672a23https://github.com/microsoft/BitBLAS/pull/132/commits/e672a23a3910605eacfd705aede46be3c81a0021
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move tile device from package to basehttps://github.com/microsoft/BitBLAS/pull/132/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
21e5430https://github.com/microsoft/BitBLAS/pull/132/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
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dummy impl for codegenhttps://github.com/microsoft/BitBLAS/pull/132/commits/fd1194063884a00678663d04cdda811e9cf0f932
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Refactor file structure for ladder_permutate modulehttps://github.com/microsoft/BitBLAS/pull/132/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
9ccfa85https://github.com/microsoft/BitBLAS/pull/132/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
https://github.com/LeiWang1999
Refactor backend class and fix typos in commentshttps://github.com/microsoft/BitBLAS/pull/132/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
7c7d73ehttps://github.com/microsoft/BitBLAS/pull/132/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
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Deep refactor Lib related code.https://github.com/microsoft/BitBLAS/pull/132/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
47d5fc5https://github.com/microsoft/BitBLAS/pull/132/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
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remove ci pull.https://github.com/microsoft/BitBLAS/pull/132/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
53dd0ddhttps://github.com/microsoft/BitBLAS/pull/132/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
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LintFixhttps://github.com/microsoft/BitBLAS/pull/132/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
d58ac43https://github.com/microsoft/BitBLAS/pull/132/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
https://github.com/LeiWang1999
refactor builder for whl buildhttps://github.com/microsoft/BitBLAS/pull/132/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
37cb07chttps://github.com/microsoft/BitBLAS/pull/132/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
LeiWang1999https://github.com/LeiWang1999
August 2, 2024 09:15https://github.com/microsoft/BitBLAS/pull/132#commits-pushed-e5a4485
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fix codeqlhttps://github.com/microsoft/BitBLAS/pull/132/commits/e5a44857343942918e0a3017c8f3fbec56a4ba92
e5a4485https://github.com/microsoft/BitBLAS/pull/132/commits/e5a44857343942918e0a3017c8f3fbec56a4ba92
https://github.com/LeiWang1999
chore: Update submodule reference to latest commithttps://github.com/microsoft/BitBLAS/pull/132/commits/a04282b93f1c5fa2d99dbdafb2275b6f4222cbb9
a04282bhttps://github.com/microsoft/BitBLAS/pull/132/commits/a04282b93f1c5fa2d99dbdafb2275b6f4222cbb9
https://github.com/LeiWang1999
chore: Disable common subexpression elimination in TIR passeshttps://github.com/microsoft/BitBLAS/pull/132/commits/314d3e90f22e8c3bcb0c844b1036fa9d1438e2af
314d3e9https://github.com/microsoft/BitBLAS/pull/132/commits/314d3e90f22e8c3bcb0c844b1036fa9d1438e2af
https://github.com/LeiWang1999
Lint Fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/f7d33bb0a00ef57e2a45f83e078329734150405d
f7d33bbhttps://github.com/microsoft/BitBLAS/pull/132/commits/f7d33bb0a00ef57e2a45f83e078329734150405d
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/132/commits/db633edaf85b05d6093000ce4eee63c3c07c7d34
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/132/commits/db633edaf85b05d6093000ce4eee63c3c07c7d34
db633edhttps://github.com/microsoft/BitBLAS/pull/132/commits/db633edaf85b05d6093000ce4eee63c3c07c7d34
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4bit related lop3 updates.https://github.com/microsoft/BitBLAS/pull/132/commits/201155abed658b4638d24259ce305d0a95024d80
201155ahttps://github.com/microsoft/BitBLAS/pull/132/commits/201155abed658b4638d24259ce305d0a95024d80
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/2b73662b479fb50b811466a4118e87108edbf36e
2b73662https://github.com/microsoft/BitBLAS/pull/132/commits/2b73662b479fb50b811466a4118e87108edbf36e
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gptq test fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/1a6a0fd53caca52864ed885389f49ff9a4e033f5
1a6a0fdhttps://github.com/microsoft/BitBLAS/pull/132/commits/1a6a0fd53caca52864ed885389f49ff9a4e033f5
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Fix for testhttps://github.com/microsoft/BitBLAS/pull/132/commits/e84e3ef1172ca21aa94f74e5b2ed0020ff5afebb
e84e3efhttps://github.com/microsoft/BitBLAS/pull/132/commits/e84e3ef1172ca21aa94f74e5b2ed0020ff5afebb
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/f0fbb55623e0fa7d85a2296f3dd501b9db99bb94
f0fbb55https://github.com/microsoft/BitBLAS/pull/132/commits/f0fbb55623e0fa7d85a2296f3dd501b9db99bb94
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/bf3068833afc48532c682710ced3ee07a634f307
bf30688https://github.com/microsoft/BitBLAS/pull/132/commits/bf3068833afc48532c682710ced3ee07a634f307
https://github.com/LeiWang1999
typofixhttps://github.com/microsoft/BitBLAS/pull/132/commits/9a360ba121db41e9a2aa2bf186b06c9dd7425e37
9a360bahttps://github.com/microsoft/BitBLAS/pull/132/commits/9a360ba121db41e9a2aa2bf186b06c9dd7425e37
https://github.com/LeiWang1999
QuantCompress Testhttps://github.com/microsoft/BitBLAS/pull/132/commits/ee945364761e7d5f344e513131f68ae7cedcd7ee
ee94536https://github.com/microsoft/BitBLAS/pull/132/commits/ee945364761e7d5f344e513131f68ae7cedcd7ee
https://github.com/LeiWang1999
chore: Refactor quant_compress_impl.py for readability and maintainab…https://github.com/microsoft/BitBLAS/pull/132/commits/930cd7677afb0bcb76526a1e1a391215d717a8d5
930cd76https://github.com/microsoft/BitBLAS/pull/132/commits/930cd7677afb0bcb76526a1e1a391215d717a8d5
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Enhance docs to update latest works.https://github.com/microsoft/BitBLAS/pull/132/commits/8c24776a347400544850013a328d5519aa1d2477
8c24776https://github.com/microsoft/BitBLAS/pull/132/commits/8c24776a347400544850013a328d5519aa1d2477
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/132/commits/c018e3c89acb2924cfe80e262aa493cd32913d2a
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/132/commits/c018e3c89acb2924cfe80e262aa493cd32913d2a
c018e3chttps://github.com/microsoft/BitBLAS/pull/132/commits/c018e3c89acb2924cfe80e262aa493cd32913d2a
https://github.com/LeiWang1999
Refactor weight executors in Matmul class for improved readability an…https://github.com/microsoft/BitBLAS/pull/132/commits/38f17133be6d72b3308a311a4a465b31ccb7b39f
38f1713https://github.com/microsoft/BitBLAS/pull/132/commits/38f17133be6d72b3308a311a4a465b31ccb7b39f
https://github.com/LeiWang1999
Refactor weight executors in Matmul class for improved readability an…https://github.com/microsoft/BitBLAS/pull/132/commits/4a578ce85e4558618161e8ab022f7a1cfa452f90
4a578cehttps://github.com/microsoft/BitBLAS/pull/132/commits/4a578ce85e4558618161e8ab022f7a1cfa452f90
https://github.com/LeiWang1999
Refactor weight executors in Matmul class for improved readability an…https://github.com/microsoft/BitBLAS/pull/132/commits/4e7126b57cdce2ff52dbcb214964652ea99f1dd9
4e7126bhttps://github.com/microsoft/BitBLAS/pull/132/commits/4e7126b57cdce2ff52dbcb214964652ea99f1dd9
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/132/commits/de9fd2e57dbd57e90f67c58d239e40d06391db85
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into upda…https://github.com/microsoft/BitBLAS/pull/132/commits/de9fd2e57dbd57e90f67c58d239e40d06391db85
de9fd2ehttps://github.com/microsoft/BitBLAS/pull/132/commits/de9fd2e57dbd57e90f67c58d239e40d06391db85
https://github.com/LeiWang1999
removed legacy operatorhttps://github.com/microsoft/BitBLAS/pull/132/commits/e405aa238465711279aad3e5ae49a715d4d87afc
e405aa2https://github.com/microsoft/BitBLAS/pull/132/commits/e405aa238465711279aad3e5ae49a715d4d87afc
https://github.com/LeiWang1999
Refactor weight executors in Matmul class for improved readability an…https://github.com/microsoft/BitBLAS/pull/132/commits/5709db10231f2b9efda56d2f405bfd42d4449df4
5709db1https://github.com/microsoft/BitBLAS/pull/132/commits/5709db10231f2b9efda56d2f405bfd42d4449df4
https://github.com/LeiWang1999
LintFixhttps://github.com/microsoft/BitBLAS/pull/132/commits/2d90e7bc39be05f95a938e70c5b4ae07180bec23
2d90e7bhttps://github.com/microsoft/BitBLAS/pull/132/commits/2d90e7bc39be05f95a938e70c5b4ae07180bec23
https://github.com/LeiWang1999
Fix GPTQ Repack with the latest weight transformhttps://github.com/microsoft/BitBLAS/pull/132/commits/c2d2cfaa6dc76293bf0b18be793fd5fb1b47b63c
c2d2cfahttps://github.com/microsoft/BitBLAS/pull/132/commits/c2d2cfaa6dc76293bf0b18be793fd5fb1b47b63c
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/ed6a0a1f82c8d876926e5305e7821a2a8923f51d
ed6a0a1https://github.com/microsoft/BitBLAS/pull/132/commits/ed6a0a1f82c8d876926e5305e7821a2a8923f51d
https://github.com/LeiWang1999
bug fix for rescale dequantizehttps://github.com/microsoft/BitBLAS/pull/132/commits/d23ab478ab7d893587fe9f0ad286033851091a25
d23ab47https://github.com/microsoft/BitBLAS/pull/132/commits/d23ab478ab7d893587fe9f0ad286033851091a25
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/af160593757c272d6e893c6a0ba57e0821b28858
af16059https://github.com/microsoft/BitBLAS/pull/132/commits/af160593757c272d6e893c6a0ba57e0821b28858
https://github.com/LeiWang1999
typo fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/ac316fd7031bddd87b863cb083372d12c2f3e3ae
ac316fdhttps://github.com/microsoft/BitBLAS/pull/132/commits/ac316fd7031bddd87b863cb083372d12c2f3e3ae
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/132/commits/71c1d6eec96fadacab7f96cf0a42455f0d2d2af1
71c1d6ehttps://github.com/microsoft/BitBLAS/pull/132/commits/71c1d6eec96fadacab7f96cf0a42455f0d2d2af1
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
2e60d2bhttps://github.com/microsoft/BitBLAS/commit/2e60d2bf98d0a777cbdd0ebcc9d5032746608123
Aug 5, 2024https://github.com/microsoft/BitBLAS/pull/132#event-13765092346
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