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Title: [Dev] Enhance Lower Warp memory to support multi stage tensorization by LeiWang1999 · Pull Request #111 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Enhance Lower Warp memory to support multi stage tensorization by LeiWang1999 · Pull Request #111 · microsoft/BitBLAS

X Title: [Dev] Enhance Lower Warp memory to support multi stage tensorization by LeiWang1999 · Pull Request #111 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Enhance Lower Warp memory to support multi stage tensorization by LeiWang1999 · Pull Request #111 · microsoft/BitBLAS

Open Graph Description: This pull request includes a small change to the 3rdparty/tvm submodule. The change updates the submodule commit reference to a new commit. 3rdparty/tvm: Updated submodule commit reference from bc...

X Description: This pull request includes a small change to the 3rdparty/tvm submodule. The change updates the submodule commit reference to a new commit. 3rdparty/tvm: Updated submodule commit reference from bc...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/111

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Commits104 (104)https://github.com/microsoft/BitBLAS/pull/111/commits
Checkshttps://github.com/microsoft/BitBLAS/pull/111/checks
Files changedhttps://github.com/microsoft/BitBLAS/pull/111/files
[Dev] Enhance Lower Warp memory to support multi stage tensorizationhttps://github.com/microsoft/BitBLAS/pull/111#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Jul 31, 2024https://github.com/microsoft/BitBLAS/pull/111#issue-2439190929
3rdparty/tvmhttps://github.com/microsoft/BitBLAS/pull/111/files#diff-fa909c93fe94e9aa04c9e7f19e5754a2bb274678ad5c6275ee4bf54c6f9b1066L1-R1
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/111
LeiWang1999https://github.com/LeiWang1999
July 5, 2024 08:54https://github.com/microsoft/BitBLAS/pull/111#commits-pushed-d8884e6
https://github.com/LeiWang1999
Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read…https://github.com/microsoft/BitBLAS/pull/111/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
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Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/111/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
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Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/111/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
02f64dehttps://github.com/microsoft/BitBLAS/pull/111/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
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disable failure email for cihttps://github.com/microsoft/BitBLAS/pull/111/commits/397eee6141599e84b509594bb99a0531e409c266
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remove email notifications.https://github.com/microsoft/BitBLAS/pull/111/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
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move relax pass from testing to mlc_llmhttps://github.com/microsoft/BitBLAS/pull/111/commits/b93c39431c803e22b12f71b555939785da36b96a
b93c394https://github.com/microsoft/BitBLAS/pull/111/commits/b93c39431c803e22b12f71b555939785da36b96a
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
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Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/111/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
257693ahttps://github.com/microsoft/BitBLAS/pull/111/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
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Lint Fixhttps://github.com/microsoft/BitBLAS/pull/111/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
9bb7f49https://github.com/microsoft/BitBLAS/pull/111/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/39e7614944c4f58bb61ccb20900b883cb881497a
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into mainhttps://github.com/microsoft/BitBLAS/pull/111/commits/39e7614944c4f58bb61ccb20900b883cb881497a
39e7614https://github.com/microsoft/BitBLAS/pull/111/commits/39e7614944c4f58bb61ccb20900b883cb881497a
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Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/111/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
93eb5a5https://github.com/microsoft/BitBLAS/pull/111/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
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bug fix in testhttps://github.com/microsoft/BitBLAS/pull/111/commits/aa66a9080d41330ba63f38b76c539c6be0362906
aa66a90https://github.com/microsoft/BitBLAS/pull/111/commits/aa66a9080d41330ba63f38b76c539c6be0362906
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/ae14a53a87a9569043c190abedc094151b9a12f8
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/ae14a53a87a9569043c190abedc094151b9a12f8
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lint fix.https://github.com/microsoft/BitBLAS/pull/111/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
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test cuda i4 kernelhttps://github.com/microsoft/BitBLAS/pull/111/commits/86fd0361bb74e21a87a26159022282ca25a4b282
86fd036https://github.com/microsoft/BitBLAS/pull/111/commits/86fd0361bb74e21a87a26159022282ca25a4b282
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Refactor copyright notice in i4matmul.hpphttps://github.com/microsoft/BitBLAS/pull/111/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
6b73a21https://github.com/microsoft/BitBLAS/pull/111/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/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/111/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
086d208https://github.com/microsoft/BitBLAS/pull/111/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
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refactor test as version below python 3.9 cannot handle int32 overflow.https://github.com/microsoft/BitBLAS/pull/111/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
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format lint for testhttps://github.com/microsoft/BitBLAS/pull/111/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
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Refactor test_int4b_fp16_convert.py for improved readability and main…https://github.com/microsoft/BitBLAS/pull/111/commits/bfedeaa813c269330ea332cce9938e05eac809ec
bfedeaahttps://github.com/microsoft/BitBLAS/pull/111/commits/bfedeaa813c269330ea332cce9938e05eac809ec
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remove unused design filehttps://github.com/microsoft/BitBLAS/pull/111/commits/e672a23a3910605eacfd705aede46be3c81a0021
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move tile device from package to basehttps://github.com/microsoft/BitBLAS/pull/111/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
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dummy impl for codegenhttps://github.com/microsoft/BitBLAS/pull/111/commits/fd1194063884a00678663d04cdda811e9cf0f932
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Refactor file structure for ladder_permutate modulehttps://github.com/microsoft/BitBLAS/pull/111/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
9ccfa85https://github.com/microsoft/BitBLAS/pull/111/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
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Refactor backend class and fix typos in commentshttps://github.com/microsoft/BitBLAS/pull/111/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
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Deep refactor Lib related code.https://github.com/microsoft/BitBLAS/pull/111/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
47d5fc5https://github.com/microsoft/BitBLAS/pull/111/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
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remove ci pull.https://github.com/microsoft/BitBLAS/pull/111/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
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LintFixhttps://github.com/microsoft/BitBLAS/pull/111/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
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refactor builder for whl buildhttps://github.com/microsoft/BitBLAS/pull/111/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
37cb07chttps://github.com/microsoft/BitBLAS/pull/111/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
LeiWang1999https://github.com/LeiWang1999
July 23, 2024 09:38https://github.com/microsoft/BitBLAS/pull/111#commits-pushed-c2edefb
https://github.com/LeiWang1999
Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark…https://github.com/microsoft/BitBLAS/pull/111/commits/c2edefb8eac4ead5d739d8df2d0f76316f93e083
c2edefbhttps://github.com/microsoft/BitBLAS/pull/111/commits/c2edefb8eac4ead5d739d8df2d0f76316f93e083
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lint fixhttps://github.com/microsoft/BitBLAS/pull/111/commits/e0bc723be4e0fca8c20dd70fd4cd3da3ae2c643b
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Benchmark bot testhttps://github.com/microsoft/BitBLAS/pull/111/commits/a4e68d178f12526e79c23384a5d13af06cc5478f
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/df7e9aa61e3db411ac3f2fd98a1854a36194ef0c
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/df7e9aa61e3db411ac3f2fd98a1854a36194ef0c
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https://github.com/LeiWang1999
Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark…https://github.com/microsoft/BitBLAS/pull/111/commits/1c033654d15dc98707edeaabfcd8951b3a800734
1c03365https://github.com/microsoft/BitBLAS/pull/111/commits/1c033654d15dc98707edeaabfcd8951b3a800734
https://github.com/LeiWang1999
Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark…https://github.com/microsoft/BitBLAS/pull/111/commits/4f319fc05d5dc075e09565050cb2aafc3eb4dc8e
4f319fchttps://github.com/microsoft/BitBLAS/pull/111/commits/4f319fc05d5dc075e09565050cb2aafc3eb4dc8e
https://github.com/LeiWang1999
Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark…https://github.com/microsoft/BitBLAS/pull/111/commits/a8833d4577c9c22a5b3225f9e0a4e4671a1a0a6c
a8833d4https://github.com/microsoft/BitBLAS/pull/111/commits/a8833d4577c9c22a5b3225f9e0a4e4671a1a0a6c
https://github.com/LeiWang1999
Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark…https://github.com/microsoft/BitBLAS/pull/111/commits/803f6c660a18c7766e856281209ae63230870f8e
803f6c6https://github.com/microsoft/BitBLAS/pull/111/commits/803f6c660a18c7766e856281209ae63230870f8e
https://github.com/LeiWang1999
Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark…https://github.com/microsoft/BitBLAS/pull/111/commits/df4572b71d796cfe3dab6201337b473b6ad9e4b1
df4572bhttps://github.com/microsoft/BitBLAS/pull/111/commits/df4572b71d796cfe3dab6201337b473b6ad9e4b1
https://github.com/LeiWang1999
int8 test casehttps://github.com/microsoft/BitBLAS/pull/111/commits/45ded45ee15fabc15e589ef2d2dffb4899231422
45ded45https://github.com/microsoft/BitBLAS/pull/111/commits/45ded45ee15fabc15e589ef2d2dffb4899231422
https://github.com/LeiWang1999
Refactor compare_benchmark.py to handle missing benchmark results gra…https://github.com/microsoft/BitBLAS/pull/111/commits/4229676dc9d5b115d9b5b3211037dc0db1826e60
4229676https://github.com/microsoft/BitBLAS/pull/111/commits/4229676dc9d5b115d9b5b3211037dc0db1826e60
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/b8832903e95685f973520281191262c2500ea870
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/b8832903e95685f973520281191262c2500ea870
b883290https://github.com/microsoft/BitBLAS/pull/111/commits/b8832903e95685f973520281191262c2500ea870
https://github.com/LeiWang1999
ci fixhttps://github.com/microsoft/BitBLAS/pull/111/commits/476ffee28764030c32d76529b8c7a167f1d35779
476ffeehttps://github.com/microsoft/BitBLAS/pull/111/commits/476ffee28764030c32d76529b8c7a167f1d35779
https://github.com/LeiWang1999
disable ci for test benchmarkhttps://github.com/microsoft/BitBLAS/pull/111/commits/9bd34ffc2971d6dfc8efd9e9f7100fb971a55693
9bd34ffhttps://github.com/microsoft/BitBLAS/pull/111/commits/9bd34ffc2971d6dfc8efd9e9f7100fb971a55693
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/e86f4b2564c14ae312aecc04c6edf919dad0b1d1
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/e86f4b2564c14ae312aecc04c6edf919dad0b1d1
e86f4b2https://github.com/microsoft/BitBLAS/pull/111/commits/e86f4b2564c14ae312aecc04c6edf919dad0b1d1
https://github.com/LeiWang1999
Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark…https://github.com/microsoft/BitBLAS/pull/111/commits/75f3dd99aee1ffa351bd66814ea321a3f1e4b230
75f3dd9https://github.com/microsoft/BitBLAS/pull/111/commits/75f3dd99aee1ffa351bd66814ea321a3f1e4b230
https://github.com/LeiWang1999
remove cli installationhttps://github.com/microsoft/BitBLAS/pull/111/commits/79e04aa5559fe36d453874aa66617d73ee6ed645
79e04aahttps://github.com/microsoft/BitBLAS/pull/111/commits/79e04aa5559fe36d453874aa66617d73ee6ed645
https://github.com/LeiWang1999
chore: Create virtual environment and install dependencies for benchmarkhttps://github.com/microsoft/BitBLAS/pull/111/commits/cdd3345b3872a5720b0375ce7d7472f0260dcf7e
cdd3345https://github.com/microsoft/BitBLAS/pull/111/commits/cdd3345b3872a5720b0375ce7d7472f0260dcf7e
https://github.com/LeiWang1999
Merge branch 'main' into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/f099938b5fe9869f9b68b74e5c82c847b2c27e77
f099938https://github.com/microsoft/BitBLAS/pull/111/commits/f099938b5fe9869f9b68b74e5c82c847b2c27e77
https://github.com/LeiWang1999
chore: Update benchmark workflow to include comparison stephttps://github.com/microsoft/BitBLAS/pull/111/commits/f211ad434c2e7b0af96c9182ec197ba46322fa3b
f211ad4https://github.com/microsoft/BitBLAS/pull/111/commits/f211ad434c2e7b0af96c9182ec197ba46322fa3b
https://github.com/LeiWang1999
Lint fixhttps://github.com/microsoft/BitBLAS/pull/111/commits/ddde02a5bb062a63f8947bf45f73968e90aa7cd8
ddde02ahttps://github.com/microsoft/BitBLAS/pull/111/commits/ddde02a5bb062a63f8947bf45f73968e90aa7cd8
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/8045ce9fbef6a52fc812667162db2339c2db4fa6
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/8045ce9fbef6a52fc812667162db2339c2db4fa6
8045ce9https://github.com/microsoft/BitBLAS/pull/111/commits/8045ce9fbef6a52fc812667162db2339c2db4fa6
https://github.com/LeiWang1999
Merge branch 'dev' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/21aee89293c4cab35b701bc015cfe674be47832d
https://github.com/LeiWang1999/MSBitBLAShttps://github.com/LeiWang1999/MSBitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/21aee89293c4cab35b701bc015cfe674be47832d
21aee89https://github.com/microsoft/BitBLAS/pull/111/commits/21aee89293c4cab35b701bc015cfe674be47832d
https://github.com/LeiWang1999
upodate tvm cmmithttps://github.com/microsoft/BitBLAS/pull/111/commits/ef1b1582995cdd38e5cabc3be6f7d3991a9d2af7
ef1b158https://github.com/microsoft/BitBLAS/pull/111/commits/ef1b1582995cdd38e5cabc3be6f7d3991a9d2af7
https://github.com/LeiWang1999
Imporve lower warp memory passhttps://github.com/microsoft/BitBLAS/pull/111/commits/a8d8841c7f276e187b46ed3e90e84eea0997c12d
a8d8841https://github.com/microsoft/BitBLAS/pull/111/commits/a8d8841c7f276e187b46ed3e90e84eea0997c12d
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/686b9298cc90fa62fb3289540a427172b5f777ba
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/686b9298cc90fa62fb3289540a427172b5f777ba
686b929https://github.com/microsoft/BitBLAS/pull/111/commits/686b9298cc90fa62fb3289540a427172b5f777ba
https://github.com/LeiWang1999
Bug fixhttps://github.com/microsoft/BitBLAS/pull/111/commits/7736c38007b23a5cf0be7fe0bbc1635d27aa251b
7736c38https://github.com/microsoft/BitBLAS/pull/111/commits/7736c38007b23a5cf0be7fe0bbc1635d27aa251b
https://github.com/LeiWang1999
Enhance to support warp schedule.https://github.com/microsoft/BitBLAS/pull/111/commits/199affcc5fc3b139d400fb87ad8e4782680bd00f
199affchttps://github.com/microsoft/BitBLAS/pull/111/commits/199affcc5fc3b139d400fb87ad8e4782680bd00f
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/111/commits/9d0c25da0b55c9b57fb0cd8a0f5fc390b8ac9b68
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/111/commits/9d0c25da0b55c9b57fb0cd8a0f5fc390b8ac9b68
9d0c25dhttps://github.com/microsoft/BitBLAS/pull/111/commits/9d0c25da0b55c9b57fb0cd8a0f5fc390b8ac9b68
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
661d20ehttps://github.com/microsoft/BitBLAS/commit/661d20e93e34ab171495567cd516a53ed5255abb
Jul 31, 2024https://github.com/microsoft/BitBLAS/pull/111#event-13704873658
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