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Title: [Dev] Merge BlockReduce with naive schedule template by LeiWang1999 · Pull Request #119 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Merge BlockReduce with naive schedule template by LeiWang1999 · Pull Request #119 · microsoft/BitBLAS

X Title: [Dev] Merge BlockReduce with naive schedule template by LeiWang1999 · Pull Request #119 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Merge BlockReduce with naive schedule template by LeiWang1999 · Pull Request #119 · microsoft/BitBLAS

Open Graph Description: This pull request includes several changes to the benchmarking workflows, new utility functions, and updates to the benchmarking configurations. The most important changes include modifications to ...

X Description: This pull request includes several changes to the benchmarking workflows, new utility functions, and updates to the benchmarking configurations. The most important changes include modifications to ...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/119

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LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
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Commits121 (121)https://github.com/microsoft/BitBLAS/pull/119/commits
Checkshttps://github.com/microsoft/BitBLAS/pull/119/checks
Files changedhttps://github.com/microsoft/BitBLAS/pull/119/files
[Dev] Merge BlockReduce with naive schedule templatehttps://github.com/microsoft/BitBLAS/pull/119#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Aug 1, 2024https://github.com/microsoft/BitBLAS/pull/119#issue-2442644653
.github/workflows/benchmark.ymlhttps://github.com/microsoft/BitBLAS/pull/119/files#diff-aacbd0338bcf598920c120b69adaba2672acc7ea314cfca0f792bebe5fe2acd0R54-R60
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benchmark/operators/benchmark_ops_matmul.pyhttps://github.com/microsoft/BitBLAS/pull/119/files#diff-377a674235efa2ac51addeef115786b2f9cdbceb061827f234d203ec166152a8L111-R145
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Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/119
LeiWang1999https://github.com/LeiWang1999
July 5, 2024 08:54https://github.com/microsoft/BitBLAS/pull/119#commits-pushed-d8884e6
https://github.com/LeiWang1999
Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read…https://github.com/microsoft/BitBLAS/pull/119/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
d8884e6https://github.com/microsoft/BitBLAS/pull/119/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
https://github.com/LeiWang1999
Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/119/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
fc84173https://github.com/microsoft/BitBLAS/pull/119/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
https://github.com/LeiWang1999
Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/119/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
02f64dehttps://github.com/microsoft/BitBLAS/pull/119/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
https://github.com/LeiWang1999
disable failure email for cihttps://github.com/microsoft/BitBLAS/pull/119/commits/397eee6141599e84b509594bb99a0531e409c266
397eee6https://github.com/microsoft/BitBLAS/pull/119/commits/397eee6141599e84b509594bb99a0531e409c266
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remove email notifications.https://github.com/microsoft/BitBLAS/pull/119/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
20f6ad1https://github.com/microsoft/BitBLAS/pull/119/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
https://github.com/LeiWang1999
move relax pass from testing to mlc_llmhttps://github.com/microsoft/BitBLAS/pull/119/commits/b93c39431c803e22b12f71b555939785da36b96a
b93c394https://github.com/microsoft/BitBLAS/pull/119/commits/b93c39431c803e22b12f71b555939785da36b96a
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into mainhttps://github.com/microsoft/BitBLAS/pull/119/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
ba6a6dfhttps://github.com/microsoft/BitBLAS/pull/119/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
https://github.com/LeiWang1999
Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/119/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
257693ahttps://github.com/microsoft/BitBLAS/pull/119/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
https://github.com/LeiWang1999
Lint Fixhttps://github.com/microsoft/BitBLAS/pull/119/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
9bb7f49https://github.com/microsoft/BitBLAS/pull/119/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/39e7614944c4f58bb61ccb20900b883cb881497a
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into mainhttps://github.com/microsoft/BitBLAS/pull/119/commits/39e7614944c4f58bb61ccb20900b883cb881497a
39e7614https://github.com/microsoft/BitBLAS/pull/119/commits/39e7614944c4f58bb61ccb20900b883cb881497a
https://github.com/LeiWang1999
Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/119/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
93eb5a5https://github.com/microsoft/BitBLAS/pull/119/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
https://github.com/LeiWang1999
bug fix in testhttps://github.com/microsoft/BitBLAS/pull/119/commits/aa66a9080d41330ba63f38b76c539c6be0362906
aa66a90https://github.com/microsoft/BitBLAS/pull/119/commits/aa66a9080d41330ba63f38b76c539c6be0362906
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/ae14a53a87a9569043c190abedc094151b9a12f8
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/119/commits/ae14a53a87a9569043c190abedc094151b9a12f8
ae14a53https://github.com/microsoft/BitBLAS/pull/119/commits/ae14a53a87a9569043c190abedc094151b9a12f8
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lint fix.https://github.com/microsoft/BitBLAS/pull/119/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
79b08e4https://github.com/microsoft/BitBLAS/pull/119/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
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test cuda i4 kernelhttps://github.com/microsoft/BitBLAS/pull/119/commits/86fd0361bb74e21a87a26159022282ca25a4b282
86fd036https://github.com/microsoft/BitBLAS/pull/119/commits/86fd0361bb74e21a87a26159022282ca25a4b282
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Refactor copyright notice in i4matmul.hpphttps://github.com/microsoft/BitBLAS/pull/119/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
6b73a21https://github.com/microsoft/BitBLAS/pull/119/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/119/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
0ba90c1https://github.com/microsoft/BitBLAS/pull/119/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
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Refactor BitBLASLinear test module for improved readability and maint…https://github.com/microsoft/BitBLAS/pull/119/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
086d208https://github.com/microsoft/BitBLAS/pull/119/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
https://github.com/LeiWang1999
refactor test as version below python 3.9 cannot handle int32 overflow.https://github.com/microsoft/BitBLAS/pull/119/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
47a3abdhttps://github.com/microsoft/BitBLAS/pull/119/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
https://github.com/LeiWang1999
format lint for testhttps://github.com/microsoft/BitBLAS/pull/119/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
024b247https://github.com/microsoft/BitBLAS/pull/119/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
https://github.com/LeiWang1999
Refactor test_int4b_fp16_convert.py for improved readability and main…https://github.com/microsoft/BitBLAS/pull/119/commits/bfedeaa813c269330ea332cce9938e05eac809ec
bfedeaahttps://github.com/microsoft/BitBLAS/pull/119/commits/bfedeaa813c269330ea332cce9938e05eac809ec
https://github.com/LeiWang1999
remove unused design filehttps://github.com/microsoft/BitBLAS/pull/119/commits/e672a23a3910605eacfd705aede46be3c81a0021
e672a23https://github.com/microsoft/BitBLAS/pull/119/commits/e672a23a3910605eacfd705aede46be3c81a0021
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move tile device from package to basehttps://github.com/microsoft/BitBLAS/pull/119/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
21e5430https://github.com/microsoft/BitBLAS/pull/119/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
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dummy impl for codegenhttps://github.com/microsoft/BitBLAS/pull/119/commits/fd1194063884a00678663d04cdda811e9cf0f932
fd11940https://github.com/microsoft/BitBLAS/pull/119/commits/fd1194063884a00678663d04cdda811e9cf0f932
https://github.com/LeiWang1999
Refactor file structure for ladder_permutate modulehttps://github.com/microsoft/BitBLAS/pull/119/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
9ccfa85https://github.com/microsoft/BitBLAS/pull/119/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
https://github.com/LeiWang1999
Refactor backend class and fix typos in commentshttps://github.com/microsoft/BitBLAS/pull/119/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
7c7d73ehttps://github.com/microsoft/BitBLAS/pull/119/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
https://github.com/LeiWang1999
Deep refactor Lib related code.https://github.com/microsoft/BitBLAS/pull/119/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
47d5fc5https://github.com/microsoft/BitBLAS/pull/119/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
https://github.com/LeiWang1999
remove ci pull.https://github.com/microsoft/BitBLAS/pull/119/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
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LintFixhttps://github.com/microsoft/BitBLAS/pull/119/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
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https://github.com/LeiWang1999
refactor builder for whl buildhttps://github.com/microsoft/BitBLAS/pull/119/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
37cb07chttps://github.com/microsoft/BitBLAS/pull/119/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
LeiWang1999https://github.com/LeiWang1999
July 23, 2024 21:23https://github.com/microsoft/BitBLAS/pull/119#commits-pushed-f099938
https://github.com/LeiWang1999
Merge branch 'main' into devhttps://github.com/microsoft/BitBLAS/pull/119/commits/f099938b5fe9869f9b68b74e5c82c847b2c27e77
f099938https://github.com/microsoft/BitBLAS/pull/119/commits/f099938b5fe9869f9b68b74e5c82c847b2c27e77
https://github.com/LeiWang1999
chore: Update benchmark workflow to include comparison stephttps://github.com/microsoft/BitBLAS/pull/119/commits/f211ad434c2e7b0af96c9182ec197ba46322fa3b
f211ad4https://github.com/microsoft/BitBLAS/pull/119/commits/f211ad434c2e7b0af96c9182ec197ba46322fa3b
https://github.com/LeiWang1999
Lint fixhttps://github.com/microsoft/BitBLAS/pull/119/commits/ddde02a5bb062a63f8947bf45f73968e90aa7cd8
ddde02ahttps://github.com/microsoft/BitBLAS/pull/119/commits/ddde02a5bb062a63f8947bf45f73968e90aa7cd8
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/8045ce9fbef6a52fc812667162db2339c2db4fa6
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/119/commits/8045ce9fbef6a52fc812667162db2339c2db4fa6
8045ce9https://github.com/microsoft/BitBLAS/pull/119/commits/8045ce9fbef6a52fc812667162db2339c2db4fa6
https://github.com/LeiWang1999
Merge branch 'dev' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/21aee89293c4cab35b701bc015cfe674be47832d
https://github.com/LeiWang1999/MSBitBLAShttps://github.com/LeiWang1999/MSBitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/119/commits/21aee89293c4cab35b701bc015cfe674be47832d
21aee89https://github.com/microsoft/BitBLAS/pull/119/commits/21aee89293c4cab35b701bc015cfe674be47832d
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upodate tvm cmmithttps://github.com/microsoft/BitBLAS/pull/119/commits/ef1b1582995cdd38e5cabc3be6f7d3991a9d2af7
ef1b158https://github.com/microsoft/BitBLAS/pull/119/commits/ef1b1582995cdd38e5cabc3be6f7d3991a9d2af7
https://github.com/LeiWang1999
Imporve lower warp memory passhttps://github.com/microsoft/BitBLAS/pull/119/commits/a8d8841c7f276e187b46ed3e90e84eea0997c12d
a8d8841https://github.com/microsoft/BitBLAS/pull/119/commits/a8d8841c7f276e187b46ed3e90e84eea0997c12d
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/686b9298cc90fa62fb3289540a427172b5f777ba
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/119/commits/686b9298cc90fa62fb3289540a427172b5f777ba
686b929https://github.com/microsoft/BitBLAS/pull/119/commits/686b9298cc90fa62fb3289540a427172b5f777ba
https://github.com/LeiWang1999
Bug fixhttps://github.com/microsoft/BitBLAS/pull/119/commits/7736c38007b23a5cf0be7fe0bbc1635d27aa251b
7736c38https://github.com/microsoft/BitBLAS/pull/119/commits/7736c38007b23a5cf0be7fe0bbc1635d27aa251b
https://github.com/LeiWang1999
Enhance to support warp schedule.https://github.com/microsoft/BitBLAS/pull/119/commits/199affcc5fc3b139d400fb87ad8e4782680bd00f
199affchttps://github.com/microsoft/BitBLAS/pull/119/commits/199affcc5fc3b139d400fb87ad8e4782680bd00f
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/9d0c25da0b55c9b57fb0cd8a0f5fc390b8ac9b68
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/119/commits/9d0c25da0b55c9b57fb0cd8a0f5fc390b8ac9b68
9d0c25dhttps://github.com/microsoft/BitBLAS/pull/119/commits/9d0c25da0b55c9b57fb0cd8a0f5fc390b8ac9b68
https://github.com/LeiWang1999
Enhance LOP3 Instructionshttps://github.com/microsoft/BitBLAS/pull/119/commits/7c1f52e213afe81333c2c8ea2ae4c073b748d0e3
7c1f52ehttps://github.com/microsoft/BitBLAS/pull/119/commits/7c1f52e213afe81333c2c8ea2ae4c073b748d0e3
https://github.com/LeiWang1999
Enhance LOP3 Instructionshttps://github.com/microsoft/BitBLAS/pull/119/commits/d1b2bc7ceb52248a7656c90c17e93cff71edfb34
d1b2bc7https://github.com/microsoft/BitBLAS/pull/119/commits/d1b2bc7ceb52248a7656c90c17e93cff71edfb34
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/119/commits/2aac6d0254b4f8cf59ac713b0639e15ab61e0742
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/119/commits/2aac6d0254b4f8cf59ac713b0639e15ab61e0742
2aac6d0https://github.com/microsoft/BitBLAS/pull/119/commits/2aac6d0254b4f8cf59ac713b0639e15ab61e0742
https://github.com/LeiWang1999
add test for stage3 propagatehttps://github.com/microsoft/BitBLAS/pull/119/commits/802abdeec41b1431b232fcbcd77e7e90819e5fef
802abdehttps://github.com/microsoft/BitBLAS/pull/119/commits/802abdeec41b1431b232fcbcd77e7e90819e5fef
https://github.com/LeiWang1999
implement propagate funchttps://github.com/microsoft/BitBLAS/pull/119/commits/d339037fdd651075f009cbdd2fac618a36afee51
d339037https://github.com/microsoft/BitBLAS/pull/119/commits/d339037fdd651075f009cbdd2fac618a36afee51
https://github.com/LeiWang1999
Stage3 Ladder Permutate integrationhttps://github.com/microsoft/BitBLAS/pull/119/commits/0f6a033ee54ada89a4a03a740dab020cb5117c30
0f6a033https://github.com/microsoft/BitBLAS/pull/119/commits/0f6a033ee54ada89a4a03a740dab020cb5117c30
https://github.com/LeiWang1999
get_ladder_stage3_propagatehttps://github.com/microsoft/BitBLAS/pull/119/commits/00ec91691b6c5744286b0f160546cc8cec1ea614
00ec916https://github.com/microsoft/BitBLAS/pull/119/commits/00ec91691b6c5744286b0f160546cc8cec1ea614
https://github.com/LeiWang1999
comments benchmark scirpts as the setting is too bighttps://github.com/microsoft/BitBLAS/pull/119/commits/53165774ca34aa6073a6ef036913c956a61edca2
5316577https://github.com/microsoft/BitBLAS/pull/119/commits/53165774ca34aa6073a6ef036913c956a61edca2
https://github.com/LeiWang1999
ci fix for benchmarkhttps://github.com/microsoft/BitBLAS/pull/119/commits/dd070f99c3e5ee4511ca940867dc02bccdb0f0e5
dd070f9https://github.com/microsoft/BitBLAS/pull/119/commits/dd070f99c3e5ee4511ca940867dc02bccdb0f0e5
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/119/commits/6fcc368399742ae0e48c51a9531af5a782d766ab
6fcc368https://github.com/microsoft/BitBLAS/pull/119/commits/6fcc368399742ae0e48c51a9531af5a782d766ab
https://github.com/LeiWang1999
chore: Update benchmark workflow to trigger on pull request commentshttps://github.com/microsoft/BitBLAS/pull/119/commits/705580bde380907be9f10e81992e8083efd9de5c
705580bhttps://github.com/microsoft/BitBLAS/pull/119/commits/705580bde380907be9f10e81992e8083efd9de5c
https://github.com/LeiWang1999
Add LDMatrix Transform 3https://github.com/microsoft/BitBLAS/pull/119/commits/c5ba940fb4fbd521c1f056d3ce6ff74555e11bb9
c5ba940https://github.com/microsoft/BitBLAS/pull/119/commits/c5ba940fb4fbd521c1f056d3ce6ff74555e11bb9
https://github.com/LeiWang1999
Support GPTQ Testhttps://github.com/microsoft/BitBLAS/pull/119/commits/1566990771b080d5c39e187a863842414a940797
1566990https://github.com/microsoft/BitBLAS/pull/119/commits/1566990771b080d5c39e187a863842414a940797
https://github.com/LeiWang1999
Fuse BlockReduce Schedulehttps://github.com/microsoft/BitBLAS/pull/119/commits/c6c70efb85ce8b3f1965dcec872a55703b8c11ee
c6c70efhttps://github.com/microsoft/BitBLAS/pull/119/commits/c6c70efb85ce8b3f1965dcec872a55703b8c11ee
https://github.com/LeiWang1999
Support mma propagate 3https://github.com/microsoft/BitBLAS/pull/119/commits/36128f3e741fc22a2c0aa98ad74dc4665a66b61e
36128f3https://github.com/microsoft/BitBLAS/pull/119/commits/36128f3e741fc22a2c0aa98ad74dc4665a66b61e
https://github.com/LeiWang1999
Support MMA Propagate Stage 3https://github.com/microsoft/BitBLAS/pull/119/commits/23ff5f43b0aadbcd9a1de9a3dafb4d484f2285ee
23ff5f4https://github.com/microsoft/BitBLAS/pull/119/commits/23ff5f43b0aadbcd9a1de9a3dafb4d484f2285ee
https://github.com/LeiWang1999
Lint Fixhttps://github.com/microsoft/BitBLAS/pull/119/commits/de3bf0836d25155541a6e36826b99fcf3667878f
de3bf08https://github.com/microsoft/BitBLAS/pull/119/commits/de3bf0836d25155541a6e36826b99fcf3667878f
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Aug 1, 2024https://github.com/microsoft/BitBLAS/pull/119#event-13729154695
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
c37ff29https://github.com/microsoft/BitBLAS/commit/c37ff29ba83c70049a00e20337a7f0d1bbe3cdb6
Aug 2, 2024https://github.com/microsoft/BitBLAS/pull/119#event-13736670997
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