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Title: [Dev] Feature Improves for bitnet and block reduction by LeiWang1999 · Pull Request #92 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Feature Improves for bitnet and block reduction by LeiWang1999 · Pull Request #92 · microsoft/BitBLAS

X Title: [Dev] Feature Improves for bitnet and block reduction by LeiWang1999 · Pull Request #92 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Feature Improves for bitnet and block reduction by LeiWang1999 · Pull Request #92 · microsoft/BitBLAS

Open Graph Description: This pull request introduces several changes to the codebase, primarily focusing on the bitblas and 3rdparty/tvm modules. The changes include modifications to the to_dict and is_not_fast_decoding_s...

X Description: This pull request introduces several changes to the codebase, primarily focusing on the bitblas and 3rdparty/tvm modules. The changes include modifications to the to_dict and is_not_fast_decoding_s...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/92

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Files changedhttps://github.com/microsoft/BitBLAS/pull/92/files
[Dev] Feature Improves for bitnet and block reductionhttps://github.com/microsoft/BitBLAS/pull/92#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
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Jul 21, 2024https://github.com/microsoft/BitBLAS/pull/92#issue-2421248805
bitblas/base/roller/hint.pyhttps://github.com/microsoft/BitBLAS/pull/92/files#diff-aff389641d7eb7f1355df03d8e8648687fbd80689bd4eb2e0965ee63c59b4574L214-R219
bitblas/ops/general_matmul/__init__.pyhttps://github.com/microsoft/BitBLAS/pull/92/files#diff-74fe5dd2824cb03a0fb2b0a913a2fc5caeb9c08e5368c318cd32b3af7e6f52edR131-R133
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Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/92
LeiWang1999https://github.com/LeiWang1999
July 5, 2024 08:54https://github.com/microsoft/BitBLAS/pull/92#commits-pushed-d8884e6
https://github.com/LeiWang1999
Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read…https://github.com/microsoft/BitBLAS/pull/92/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
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Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/92/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
fc84173https://github.com/microsoft/BitBLAS/pull/92/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
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Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/92/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
02f64dehttps://github.com/microsoft/BitBLAS/pull/92/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
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disable failure email for cihttps://github.com/microsoft/BitBLAS/pull/92/commits/397eee6141599e84b509594bb99a0531e409c266
397eee6https://github.com/microsoft/BitBLAS/pull/92/commits/397eee6141599e84b509594bb99a0531e409c266
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remove email notifications.https://github.com/microsoft/BitBLAS/pull/92/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
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move relax pass from testing to mlc_llmhttps://github.com/microsoft/BitBLAS/pull/92/commits/b93c39431c803e22b12f71b555939785da36b96a
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/92/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
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into mainhttps://github.com/microsoft/BitBLAS/pull/92/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
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Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/92/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
257693ahttps://github.com/microsoft/BitBLAS/pull/92/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
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Lint Fixhttps://github.com/microsoft/BitBLAS/pull/92/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/92/commits/39e7614944c4f58bb61ccb20900b883cb881497a
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into mainhttps://github.com/microsoft/BitBLAS/pull/92/commits/39e7614944c4f58bb61ccb20900b883cb881497a
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Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/92/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
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bug fix in testhttps://github.com/microsoft/BitBLAS/pull/92/commits/aa66a9080d41330ba63f38b76c539c6be0362906
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/92/commits/ae14a53a87a9569043c190abedc094151b9a12f8
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lint fix.https://github.com/microsoft/BitBLAS/pull/92/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
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test cuda i4 kernelhttps://github.com/microsoft/BitBLAS/pull/92/commits/86fd0361bb74e21a87a26159022282ca25a4b282
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Refactor copyright notice in i4matmul.hpphttps://github.com/microsoft/BitBLAS/pull/92/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/92/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
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Refactor BitBLASLinear test module for improved readability and maint…https://github.com/microsoft/BitBLAS/pull/92/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
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refactor test as version below python 3.9 cannot handle int32 overflow.https://github.com/microsoft/BitBLAS/pull/92/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
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format lint for testhttps://github.com/microsoft/BitBLAS/pull/92/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
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Refactor test_int4b_fp16_convert.py for improved readability and main…https://github.com/microsoft/BitBLAS/pull/92/commits/bfedeaa813c269330ea332cce9938e05eac809ec
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remove unused design filehttps://github.com/microsoft/BitBLAS/pull/92/commits/e672a23a3910605eacfd705aede46be3c81a0021
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move tile device from package to basehttps://github.com/microsoft/BitBLAS/pull/92/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
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dummy impl for codegenhttps://github.com/microsoft/BitBLAS/pull/92/commits/fd1194063884a00678663d04cdda811e9cf0f932
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Refactor file structure for ladder_permutate modulehttps://github.com/microsoft/BitBLAS/pull/92/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
9ccfa85https://github.com/microsoft/BitBLAS/pull/92/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
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Refactor backend class and fix typos in commentshttps://github.com/microsoft/BitBLAS/pull/92/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
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Deep refactor Lib related code.https://github.com/microsoft/BitBLAS/pull/92/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
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remove ci pull.https://github.com/microsoft/BitBLAS/pull/92/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
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refactor builder for whl buildhttps://github.com/microsoft/BitBLAS/pull/92/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
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July 11, 2024 02:52https://github.com/microsoft/BitBLAS/pull/92#commits-pushed-f5b9999
https://github.com/LeiWang1999
Refactor TIRWrapper.wrap() method to include an assertion for the opt…https://github.com/microsoft/BitBLAS/pull/92/commits/f5b9999e4b26059e2e5244c95f3c8f6bad2bf32c
f5b9999https://github.com/microsoft/BitBLAS/pull/92/commits/f5b9999e4b26059e2e5244c95f3c8f6bad2bf32c
https://github.com/LeiWang1999
Refactor lib_generator to set library and source pathshttps://github.com/microsoft/BitBLAS/pull/92/commits/fb78244d3a083d9c1901edb3476c482fc3365f7d
fb78244https://github.com/microsoft/BitBLAS/pull/92/commits/fb78244d3a083d9c1901edb3476c482fc3365f7d
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/92/commits/706e2270b948eae21c41e5b80bafa79613896ab3
706e227https://github.com/microsoft/BitBLAS/pull/92/commits/706e2270b948eae21c41e5b80bafa79613896ab3
https://github.com/LeiWang1999
BitNet vllm integrationhttps://github.com/microsoft/BitBLAS/pull/92/commits/63f5515f3586b1fb5661e9c883be8a8be039a8c0
63f5515https://github.com/microsoft/BitBLAS/pull/92/commits/63f5515f3586b1fb5661e9c883be8a8be039a8c0
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/92/commits/de91c0dd56f3032a1823424f4f8db2ca81c658aa
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/92/commits/de91c0dd56f3032a1823424f4f8db2ca81c658aa
de91c0dhttps://github.com/microsoft/BitBLAS/pull/92/commits/de91c0dd56f3032a1823424f4f8db2ca81c658aa
https://github.com/LeiWang1999
chore: update codespell to version 2.3.0https://github.com/microsoft/BitBLAS/pull/92/commits/b9655fd56347df67430d2d7765d84bda38cffba7
b9655fdhttps://github.com/microsoft/BitBLAS/pull/92/commits/b9655fd56347df67430d2d7765d84bda38cffba7
https://github.com/LeiWang1999
Lintfixhttps://github.com/microsoft/BitBLAS/pull/92/commits/fff385faf266d6175b729ea773d185085629bc34
fff385fhttps://github.com/microsoft/BitBLAS/pull/92/commits/fff385faf266d6175b729ea773d185085629bc34
https://github.com/LeiWang1999
Bump version to 0.0.1.dev13https://github.com/microsoft/BitBLAS/pull/92/commits/72a98e7ba51ef741c3f6880bc40eb257e9e2c76f
72a98e7https://github.com/microsoft/BitBLAS/pull/92/commits/72a98e7ba51ef741c3f6880bc40eb257e9e2c76f
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/92/commits/5646ab5f18e8215d151b3d48f9d21c01b40cacb6
5646ab5https://github.com/microsoft/BitBLAS/pull/92/commits/5646ab5f18e8215d151b3d48f9d21c01b40cacb6
https://github.com/LeiWang1999
disable fast decoding [u]int4xint8 by default.https://github.com/microsoft/BitBLAS/pull/92/commits/b965863999c23909dd4160a0267cb5e58dd7c86f
b965863https://github.com/microsoft/BitBLAS/pull/92/commits/b965863999c23909dd4160a0267cb5e58dd7c86f
https://github.com/LeiWang1999
optimize from dict design in Hinthttps://github.com/microsoft/BitBLAS/pull/92/commits/1198fc777e2f9665915bba8052b6c3e16a127c08
1198fc7https://github.com/microsoft/BitBLAS/pull/92/commits/1198fc777e2f9665915bba8052b6c3e16a127c08
https://github.com/LeiWang1999
Implement SplitKhttps://github.com/microsoft/BitBLAS/pull/92/commits/014213c8cf52d465c29ba191b492e75a7f464f1c
014213chttps://github.com/microsoft/BitBLAS/pull/92/commits/014213c8cf52d465c29ba191b492e75a7f464f1c
https://github.com/LeiWang1999
bitnet benchmark generation.https://github.com/microsoft/BitBLAS/pull/92/commits/e0ca752797b9a6b57b4dc47d7c17c96760909076
e0ca752https://github.com/microsoft/BitBLAS/pull/92/commits/e0ca752797b9a6b57b4dc47d7c17c96760909076
https://github.com/LeiWang1999
Add benchmark script for BitNet integrationhttps://github.com/microsoft/BitBLAS/pull/92/commits/81b9cf0eab808ec760c6120d47552b9a189279c7
81b9cf0https://github.com/microsoft/BitBLAS/pull/92/commits/81b9cf0eab808ec760c6120d47552b9a189279c7
https://github.com/LeiWang1999
AtomicAdd Supporthttps://github.com/microsoft/BitBLAS/pull/92/commits/02edc0ba2024615dda4a7924905dde18ba9cd149
02edc0bhttps://github.com/microsoft/BitBLAS/pull/92/commits/02edc0ba2024615dda4a7924905dde18ba9cd149
https://github.com/LeiWang1999
LintFixhttps://github.com/microsoft/BitBLAS/pull/92/commits/1a70c2dd9ba86f62e91043029fd3ea53b189019c
1a70c2dhttps://github.com/microsoft/BitBLAS/pull/92/commits/1a70c2dd9ba86f62e91043029fd3ea53b189019c
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/92/commits/28d851c5e49760b5736c120e77dba4d666c72f8f
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
into devhttps://github.com/microsoft/BitBLAS/pull/92/commits/28d851c5e49760b5736c120e77dba4d666c72f8f
28d851chttps://github.com/microsoft/BitBLAS/pull/92/commits/28d851c5e49760b5736c120e77dba4d666c72f8f
https://github.com/LeiWang1999
ci fix when 3rdparty tvm is initialized.https://github.com/microsoft/BitBLAS/pull/92/commits/c447a955e0fdf3eca4745fca775c0570949b477f
c447a95https://github.com/microsoft/BitBLAS/pull/92/commits/c447a955e0fdf3eca4745fca775c0570949b477f
https://github.com/LeiWang1999
bug fix for setuphttps://github.com/microsoft/BitBLAS/pull/92/commits/79a001bb86426c6a9f1049c1b3693d9f28d2579e
79a001bhttps://github.com/microsoft/BitBLAS/pull/92/commits/79a001bb86426c6a9f1049c1b3693d9f28d2579e
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
c941c4fhttps://github.com/microsoft/BitBLAS/commit/c941c4f3ec5eee0c808fdc805c6effeecfdb30eb
Jul 21, 2024https://github.com/microsoft/BitBLAS/pull/92#event-13591872451
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