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Title: [Dev] Implement ScheduleUnsafeInjectCallArgument Primitive to Hack decoding by LeiWang1999 · Pull Request #124 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Implement ScheduleUnsafeInjectCallArgument Primitive to Hack decoding by LeiWang1999 · Pull Request #124 · microsoft/BitBLAS

X Title: [Dev] Implement ScheduleUnsafeInjectCallArgument Primitive to Hack decoding by LeiWang1999 · Pull Request #124 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Implement ScheduleUnsafeInjectCallArgument Primitive to Hack decoding by LeiWang1999 · Pull Request #124 · microsoft/BitBLAS

Open Graph Description: This pull request includes several changes to improve the handling of decoding and memory prefetching in the GPU intrinsics and matmul dequantization logic. The key changes involve adding support f...

X Description: This pull request includes several changes to improve the handling of decoding and memory prefetching in the GPU intrinsics and matmul dequantization logic. The key changes involve adding support f...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/124

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Files changedhttps://github.com/microsoft/BitBLAS/pull/124/files
[Dev] Implement ScheduleUnsafeInjectCallArgument Primitive to Hack decodinghttps://github.com/microsoft/BitBLAS/pull/124#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Aug 4, 2024https://github.com/microsoft/BitBLAS/pull/124#issue-2446889850
[1]https://github.com/microsoft/BitBLAS/pull/124/files#diff-4a893772b7972bd9794f2e7f8a6702f11a047da82505d431b7ad9d14fd9d98fdR1437-R1441
[2]https://github.com/microsoft/BitBLAS/pull/124/files#diff-4a893772b7972bd9794f2e7f8a6702f11a047da82505d431b7ad9d14fd9d98fdR1489-R1502
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/124
LeiWang1999https://github.com/LeiWang1999
July 5, 2024 08:54https://github.com/microsoft/BitBLAS/pull/124#commits-pushed-d8884e6
https://github.com/LeiWang1999
Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read…https://github.com/microsoft/BitBLAS/pull/124/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
d8884e6https://github.com/microsoft/BitBLAS/pull/124/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
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Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/124/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
fc84173https://github.com/microsoft/BitBLAS/pull/124/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
https://github.com/LeiWang1999
Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/124/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
02f64dehttps://github.com/microsoft/BitBLAS/pull/124/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
https://github.com/LeiWang1999
disable failure email for cihttps://github.com/microsoft/BitBLAS/pull/124/commits/397eee6141599e84b509594bb99a0531e409c266
397eee6https://github.com/microsoft/BitBLAS/pull/124/commits/397eee6141599e84b509594bb99a0531e409c266
https://github.com/LeiWang1999
remove email notifications.https://github.com/microsoft/BitBLAS/pull/124/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
20f6ad1https://github.com/microsoft/BitBLAS/pull/124/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
https://github.com/LeiWang1999
move relax pass from testing to mlc_llmhttps://github.com/microsoft/BitBLAS/pull/124/commits/b93c39431c803e22b12f71b555939785da36b96a
b93c394https://github.com/microsoft/BitBLAS/pull/124/commits/b93c39431c803e22b12f71b555939785da36b96a
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/124/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into mainhttps://github.com/microsoft/BitBLAS/pull/124/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
ba6a6dfhttps://github.com/microsoft/BitBLAS/pull/124/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
https://github.com/LeiWang1999
Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/124/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
257693ahttps://github.com/microsoft/BitBLAS/pull/124/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
https://github.com/LeiWang1999
Lint Fixhttps://github.com/microsoft/BitBLAS/pull/124/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
9bb7f49https://github.com/microsoft/BitBLAS/pull/124/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/124/commits/39e7614944c4f58bb61ccb20900b883cb881497a
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into mainhttps://github.com/microsoft/BitBLAS/pull/124/commits/39e7614944c4f58bb61ccb20900b883cb881497a
39e7614https://github.com/microsoft/BitBLAS/pull/124/commits/39e7614944c4f58bb61ccb20900b883cb881497a
https://github.com/LeiWang1999
Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/124/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
93eb5a5https://github.com/microsoft/BitBLAS/pull/124/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
https://github.com/LeiWang1999
bug fix in testhttps://github.com/microsoft/BitBLAS/pull/124/commits/aa66a9080d41330ba63f38b76c539c6be0362906
aa66a90https://github.com/microsoft/BitBLAS/pull/124/commits/aa66a9080d41330ba63f38b76c539c6be0362906
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/124/commits/ae14a53a87a9569043c190abedc094151b9a12f8
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/124/commits/ae14a53a87a9569043c190abedc094151b9a12f8
ae14a53https://github.com/microsoft/BitBLAS/pull/124/commits/ae14a53a87a9569043c190abedc094151b9a12f8
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lint fix.https://github.com/microsoft/BitBLAS/pull/124/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
79b08e4https://github.com/microsoft/BitBLAS/pull/124/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
https://github.com/LeiWang1999
test cuda i4 kernelhttps://github.com/microsoft/BitBLAS/pull/124/commits/86fd0361bb74e21a87a26159022282ca25a4b282
86fd036https://github.com/microsoft/BitBLAS/pull/124/commits/86fd0361bb74e21a87a26159022282ca25a4b282
https://github.com/LeiWang1999
Refactor copyright notice in i4matmul.hpphttps://github.com/microsoft/BitBLAS/pull/124/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
6b73a21https://github.com/microsoft/BitBLAS/pull/124/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/124/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/124/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
0ba90c1https://github.com/microsoft/BitBLAS/pull/124/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
https://github.com/LeiWang1999
Refactor BitBLASLinear test module for improved readability and maint…https://github.com/microsoft/BitBLAS/pull/124/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
086d208https://github.com/microsoft/BitBLAS/pull/124/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
https://github.com/LeiWang1999
refactor test as version below python 3.9 cannot handle int32 overflow.https://github.com/microsoft/BitBLAS/pull/124/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
47a3abdhttps://github.com/microsoft/BitBLAS/pull/124/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
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format lint for testhttps://github.com/microsoft/BitBLAS/pull/124/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
024b247https://github.com/microsoft/BitBLAS/pull/124/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
https://github.com/LeiWang1999
Refactor test_int4b_fp16_convert.py for improved readability and main…https://github.com/microsoft/BitBLAS/pull/124/commits/bfedeaa813c269330ea332cce9938e05eac809ec
bfedeaahttps://github.com/microsoft/BitBLAS/pull/124/commits/bfedeaa813c269330ea332cce9938e05eac809ec
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remove unused design filehttps://github.com/microsoft/BitBLAS/pull/124/commits/e672a23a3910605eacfd705aede46be3c81a0021
e672a23https://github.com/microsoft/BitBLAS/pull/124/commits/e672a23a3910605eacfd705aede46be3c81a0021
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move tile device from package to basehttps://github.com/microsoft/BitBLAS/pull/124/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
21e5430https://github.com/microsoft/BitBLAS/pull/124/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
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dummy impl for codegenhttps://github.com/microsoft/BitBLAS/pull/124/commits/fd1194063884a00678663d04cdda811e9cf0f932
fd11940https://github.com/microsoft/BitBLAS/pull/124/commits/fd1194063884a00678663d04cdda811e9cf0f932
https://github.com/LeiWang1999
Refactor file structure for ladder_permutate modulehttps://github.com/microsoft/BitBLAS/pull/124/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
9ccfa85https://github.com/microsoft/BitBLAS/pull/124/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
https://github.com/LeiWang1999
Refactor backend class and fix typos in commentshttps://github.com/microsoft/BitBLAS/pull/124/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
7c7d73ehttps://github.com/microsoft/BitBLAS/pull/124/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
https://github.com/LeiWang1999
Deep refactor Lib related code.https://github.com/microsoft/BitBLAS/pull/124/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
47d5fc5https://github.com/microsoft/BitBLAS/pull/124/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
https://github.com/LeiWang1999
remove ci pull.https://github.com/microsoft/BitBLAS/pull/124/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
53dd0ddhttps://github.com/microsoft/BitBLAS/pull/124/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
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LintFixhttps://github.com/microsoft/BitBLAS/pull/124/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
d58ac43https://github.com/microsoft/BitBLAS/pull/124/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
https://github.com/LeiWang1999
refactor builder for whl buildhttps://github.com/microsoft/BitBLAS/pull/124/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
37cb07chttps://github.com/microsoft/BitBLAS/pull/124/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
LeiWang1999https://github.com/LeiWang1999
July 31, 2024 11:23https://github.com/microsoft/BitBLAS/pull/124#commits-pushed-802abde
https://github.com/LeiWang1999
add test for stage3 propagatehttps://github.com/microsoft/BitBLAS/pull/124/commits/802abdeec41b1431b232fcbcd77e7e90819e5fef
802abdehttps://github.com/microsoft/BitBLAS/pull/124/commits/802abdeec41b1431b232fcbcd77e7e90819e5fef
https://github.com/LeiWang1999
implement propagate funchttps://github.com/microsoft/BitBLAS/pull/124/commits/d339037fdd651075f009cbdd2fac618a36afee51
d339037https://github.com/microsoft/BitBLAS/pull/124/commits/d339037fdd651075f009cbdd2fac618a36afee51
https://github.com/LeiWang1999
Stage3 Ladder Permutate integrationhttps://github.com/microsoft/BitBLAS/pull/124/commits/0f6a033ee54ada89a4a03a740dab020cb5117c30
0f6a033https://github.com/microsoft/BitBLAS/pull/124/commits/0f6a033ee54ada89a4a03a740dab020cb5117c30
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get_ladder_stage3_propagatehttps://github.com/microsoft/BitBLAS/pull/124/commits/00ec91691b6c5744286b0f160546cc8cec1ea614
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https://github.com/LeiWang1999
comments benchmark scirpts as the setting is too bighttps://github.com/microsoft/BitBLAS/pull/124/commits/53165774ca34aa6073a6ef036913c956a61edca2
5316577https://github.com/microsoft/BitBLAS/pull/124/commits/53165774ca34aa6073a6ef036913c956a61edca2
https://github.com/LeiWang1999
ci fix for benchmarkhttps://github.com/microsoft/BitBLAS/pull/124/commits/dd070f99c3e5ee4511ca940867dc02bccdb0f0e5
dd070f9https://github.com/microsoft/BitBLAS/pull/124/commits/dd070f99c3e5ee4511ca940867dc02bccdb0f0e5
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lint fixhttps://github.com/microsoft/BitBLAS/pull/124/commits/6fcc368399742ae0e48c51a9531af5a782d766ab
6fcc368https://github.com/microsoft/BitBLAS/pull/124/commits/6fcc368399742ae0e48c51a9531af5a782d766ab
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chore: Update benchmark workflow to trigger on pull request commentshttps://github.com/microsoft/BitBLAS/pull/124/commits/705580bde380907be9f10e81992e8083efd9de5c
705580bhttps://github.com/microsoft/BitBLAS/pull/124/commits/705580bde380907be9f10e81992e8083efd9de5c
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Add LDMatrix Transform 3https://github.com/microsoft/BitBLAS/pull/124/commits/c5ba940fb4fbd521c1f056d3ce6ff74555e11bb9
c5ba940https://github.com/microsoft/BitBLAS/pull/124/commits/c5ba940fb4fbd521c1f056d3ce6ff74555e11bb9
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Support GPTQ Testhttps://github.com/microsoft/BitBLAS/pull/124/commits/1566990771b080d5c39e187a863842414a940797
1566990https://github.com/microsoft/BitBLAS/pull/124/commits/1566990771b080d5c39e187a863842414a940797
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Fuse BlockReduce Schedulehttps://github.com/microsoft/BitBLAS/pull/124/commits/c6c70efb85ce8b3f1965dcec872a55703b8c11ee
c6c70efhttps://github.com/microsoft/BitBLAS/pull/124/commits/c6c70efb85ce8b3f1965dcec872a55703b8c11ee
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Support mma propagate 3https://github.com/microsoft/BitBLAS/pull/124/commits/36128f3e741fc22a2c0aa98ad74dc4665a66b61e
36128f3https://github.com/microsoft/BitBLAS/pull/124/commits/36128f3e741fc22a2c0aa98ad74dc4665a66b61e
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Support MMA Propagate Stage 3https://github.com/microsoft/BitBLAS/pull/124/commits/23ff5f43b0aadbcd9a1de9a3dafb4d484f2285ee
23ff5f4https://github.com/microsoft/BitBLAS/pull/124/commits/23ff5f43b0aadbcd9a1de9a3dafb4d484f2285ee
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Lint Fixhttps://github.com/microsoft/BitBLAS/pull/124/commits/de3bf0836d25155541a6e36826b99fcf3667878f
de3bf08https://github.com/microsoft/BitBLAS/pull/124/commits/de3bf0836d25155541a6e36826b99fcf3667878f
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Merge block reduce for dequantze config.https://github.com/microsoft/BitBLAS/pull/124/commits/d9830ba0cb1bf398dfb7a3eb82af4e4f41c58239
d9830bahttps://github.com/microsoft/BitBLAS/pull/124/commits/d9830ba0cb1bf398dfb7a3eb82af4e4f41c58239
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fix codeqlhttps://github.com/microsoft/BitBLAS/pull/124/commits/e5a44857343942918e0a3017c8f3fbec56a4ba92
e5a4485https://github.com/microsoft/BitBLAS/pull/124/commits/e5a44857343942918e0a3017c8f3fbec56a4ba92
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chore: Update submodule reference to latest commithttps://github.com/microsoft/BitBLAS/pull/124/commits/a04282b93f1c5fa2d99dbdafb2275b6f4222cbb9
a04282bhttps://github.com/microsoft/BitBLAS/pull/124/commits/a04282b93f1c5fa2d99dbdafb2275b6f4222cbb9
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chore: Disable common subexpression elimination in TIR passeshttps://github.com/microsoft/BitBLAS/pull/124/commits/314d3e90f22e8c3bcb0c844b1036fa9d1438e2af
314d3e9https://github.com/microsoft/BitBLAS/pull/124/commits/314d3e90f22e8c3bcb0c844b1036fa9d1438e2af
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Lint Fixhttps://github.com/microsoft/BitBLAS/pull/124/commits/f7d33bb0a00ef57e2a45f83e078329734150405d
f7d33bbhttps://github.com/microsoft/BitBLAS/pull/124/commits/f7d33bb0a00ef57e2a45f83e078329734150405d
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/124/commits/db633edaf85b05d6093000ce4eee63c3c07c7d34
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/124/commits/db633edaf85b05d6093000ce4eee63c3c07c7d34
db633edhttps://github.com/microsoft/BitBLAS/pull/124/commits/db633edaf85b05d6093000ce4eee63c3c07c7d34
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LeiWang1999https://github.com/LeiWang1999
Aug 4, 2024https://github.com/microsoft/BitBLAS/pull/124#issuecomment-2267385121
#121https://github.com/microsoft/BitBLAS/issues/121
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/124
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August 4, 2024 11:03https://github.com/microsoft/BitBLAS/pull/124#commits-pushed-201155a
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4bit related lop3 updates.https://github.com/microsoft/BitBLAS/pull/124/commits/201155abed658b4638d24259ce305d0a95024d80
201155ahttps://github.com/microsoft/BitBLAS/pull/124/commits/201155abed658b4638d24259ce305d0a95024d80
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lint fixhttps://github.com/microsoft/BitBLAS/pull/124/commits/2b73662b479fb50b811466a4118e87108edbf36e
2b73662https://github.com/microsoft/BitBLAS/pull/124/commits/2b73662b479fb50b811466a4118e87108edbf36e
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gptq test fixhttps://github.com/microsoft/BitBLAS/pull/124/commits/1a6a0fd53caca52864ed885389f49ff9a4e033f5
1a6a0fdhttps://github.com/microsoft/BitBLAS/pull/124/commits/1a6a0fd53caca52864ed885389f49ff9a4e033f5
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LeiWang1999https://github.com/LeiWang1999
Aug 4, 2024https://github.com/microsoft/BitBLAS/pull/124#issuecomment-2267508954
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/124
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August 4, 2024 16:15https://github.com/microsoft/BitBLAS/pull/124#commits-pushed-e84e3ef
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Fix for testhttps://github.com/microsoft/BitBLAS/pull/124/commits/e84e3ef1172ca21aa94f74e5b2ed0020ff5afebb
e84e3efhttps://github.com/microsoft/BitBLAS/pull/124/commits/e84e3ef1172ca21aa94f74e5b2ed0020ff5afebb
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lint fixhttps://github.com/microsoft/BitBLAS/pull/124/commits/f0fbb55623e0fa7d85a2296f3dd501b9db99bb94
f0fbb55https://github.com/microsoft/BitBLAS/pull/124/commits/f0fbb55623e0fa7d85a2296f3dd501b9db99bb94
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lint fixhttps://github.com/microsoft/BitBLAS/pull/124/commits/bf3068833afc48532c682710ced3ee07a634f307
bf30688https://github.com/microsoft/BitBLAS/pull/124/commits/bf3068833afc48532c682710ced3ee07a634f307
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LeiWang1999https://github.com/LeiWang1999
164d1abhttps://github.com/microsoft/BitBLAS/commit/164d1ab978042601c4b2565c4d57f55be8d45085
Aug 4, 2024https://github.com/microsoft/BitBLAS/pull/124#event-13755727325
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LeiWang1999https://github.com/LeiWang1999
Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/124#ref-issue-2444480369
Fix code scanning alert - Alert Suppression Report #121 https://github.com/microsoft/BitBLAS/issues/121
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