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Title: [Dev] Convert the quant compress from numpy into tvm runtime by LeiWang1999 · Pull Request #126 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Convert the quant compress from numpy into tvm runtime by LeiWang1999 · Pull Request #126 · microsoft/BitBLAS

X Title: [Dev] Convert the quant compress from numpy into tvm runtime by LeiWang1999 · Pull Request #126 · microsoft/BitBLAS

Description: By introducing the weight propagation stage3 with pr #114 , the weight transform could be bit-level when the weight is 1/2 bits. It's time for us to implement a tvm version of compress thus we can do the conversion on the unquantized weight then we can avoid the bit level permutation. This pull request includes several important changes to the bitblas/gpu/intrin/lop3.py file to enhance the decoding functions, as well as a minor update to the CI workflow configuration in .github/workflows/benchmark.yml and a submodule update in 3rdparty/tvm. Enhancements to Decoding Functions: New Decoding Functions: Added multiple new template functions for decoding various integer formats to float16 with scaling and offset capabilities. (bitblas/gpu/intrin/lop3.py) [1] [2] [3] [4] Function Argument Handling: Introduced a helper function get_func_arguments to streamline the passing of arguments to external functions. (bitblas/gpu/intrin/lop3.py) Offset Factor: Added offset_factor to buffer definitions to support the new decoding functions. (bitblas/gpu/intrin/lop3.py) [1] [2] [3] [4] [5] [6] Function Calls: Updated function calls to use the new get_func_arguments helper for improved readability and maintainability. (bitblas/gpu/intrin/lop3.py) [1] [2] [3] [4] CI Workflow Update: Dependency Update: Changed depends-on to needs in the CI workflow configuration to improve dependency management. (.github/workflows/benchmark.yml) Submodule Update: Submodule Commit: Updated the submodule commit for 3rdparty/tvm to a new version. (3rdparty/tvm)

Open Graph Description: By introducing the weight propagation stage3 with pr #114 , the weight transform could be bit-level when the weight is 1/2 bits. It's time for us to implement a tvm version of compress thus we ...

X Description: By introducing the weight propagation stage3 with pr #114 , the weight transform could be bit-level when the weight is 1/2 bits. It's time for us to implement a tvm version of compress thus...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/126

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[Dev] Convert the quant compress from numpy into tvm runtime https://github.com/microsoft/BitBLAS/pull/126/commits/b965863999c23909dd4160a0267cb5e58dd7c86f#top
Show all changes 136 commits https://github.com/microsoft/BitBLAS/pull/126/files
d8884e6 Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read… LeiWang1999 Jul 5, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
fc84173 Refactor import statements for improved readability and maintainability LeiWang1999 Jul 5, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
02f64de Refactor import statements for improved readability and maintainability LeiWang1999 Jul 5, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
397eee6 disable failure email for ci LeiWang1999 Jul 5, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/397eee6141599e84b509594bb99a0531e409c266
20f6ad1 remove email notifications. LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
b93c394 move relax pass from testing to mlc_llm LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/b93c39431c803e22b12f71b555939785da36b96a
ba6a6df Merge branch 'main' of https://github.com/Microsoft/BitBLAS into main LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
257693a Refactor scripts with se check_eual_ref_scripts_with_emitter function LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
9bb7f49 Lint Fix LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
39e7614 Merge branch 'main' of https://github.com/Microsoft/BitBLAS into main LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/39e7614944c4f58bb61ccb20900b883cb881497a
93eb5a5 Refactor scripts with se check_eual_ref_scripts_with_emitter function LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
aa66a90 bug fix in test LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/aa66a9080d41330ba63f38b76c539c6be0362906
ae14a53 Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/ae14a53a87a9569043c190abedc094151b9a12f8
79b08e4 lint fix. LeiWang1999 Jul 6, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
86fd036 test cuda i4 kernel LeiWang1999 Jul 7, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/86fd0361bb74e21a87a26159022282ca25a4b282
6b73a21 Refactor copyright notice in i4matmul.hpp LeiWang1999 Jul 7, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
0ba90c1 Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 7, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
086d208 Refactor BitBLASLinear test module for improved readability and maint… LeiWang1999 Jul 7, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
47a3abd refactor test as version below python 3.9 cannot handle int32 overflow. LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
024b247 format lint for test LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
bfedeaa Refactor test_int4b_fp16_convert.py for improved readability and main… LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/bfedeaa813c269330ea332cce9938e05eac809ec
e672a23 remove unused design file LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/e672a23a3910605eacfd705aede46be3c81a0021
21e5430 move tile device from package to base LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
fd11940 dummy impl for codegen LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/fd1194063884a00678663d04cdda811e9cf0f932
9ccfa85 Refactor file structure for ladder_permutate module LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
7c7d73e Refactor backend class and fix typos in comments LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
47d5fc5 Deep refactor Lib related code. LeiWang1999 Jul 8, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
53dd0dd remove ci pull. LeiWang1999 Jul 10, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
d58ac43 LintFix LeiWang1999 Jul 10, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
37cb07c refactor builder for whl build LeiWang1999 Jul 10, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
f5b9999 Refactor TIRWrapper.wrap() method to include an assertion for the opt… LeiWang1999 Jul 11, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/f5b9999e4b26059e2e5244c95f3c8f6bad2bf32c
fb78244 Refactor lib_generator to set library and source paths LeiWang1999 Jul 11, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/fb78244d3a083d9c1901edb3476c482fc3365f7d
706e227 lint fix LeiWang1999 Jul 11, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/706e2270b948eae21c41e5b80bafa79613896ab3
63f5515 BitNet vllm integration LeiWang1999 Jul 16, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/63f5515f3586b1fb5661e9c883be8a8be039a8c0
de91c0d Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 16, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/de91c0dd56f3032a1823424f4f8db2ca81c658aa
b9655fd chore: update codespell to version 2.3.0 LeiWang1999 Jul 16, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/b9655fd56347df67430d2d7765d84bda38cffba7
fff385f Lintfix LeiWang1999 Jul 16, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/fff385faf266d6175b729ea773d185085629bc34
72a98e7 Bump version to 0.0.1.dev13 LeiWang1999 Jul 18, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/72a98e7ba51ef741c3f6880bc40eb257e9e2c76f
5646ab5 lint fix LeiWang1999 Jul 18, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/5646ab5f18e8215d151b3d48f9d21c01b40cacb6
b965863 disable fast decoding [u]int4xint8 by default. LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/b965863999c23909dd4160a0267cb5e58dd7c86f
1198fc7 optimize from dict design in Hint LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/1198fc777e2f9665915bba8052b6c3e16a127c08
014213c Implement SplitK LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/014213c8cf52d465c29ba191b492e75a7f464f1c
e0ca752 bitnet benchmark generation. LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/e0ca752797b9a6b57b4dc47d7c17c96760909076
81b9cf0 Add benchmark script for BitNet integration LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/81b9cf0eab808ec760c6120d47552b9a189279c7
02edc0b AtomicAdd Support LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/02edc0ba2024615dda4a7924905dde18ba9cd149
1a70c2d LintFix LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/1a70c2dd9ba86f62e91043029fd3ea53b189019c
28d851c Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/28d851c5e49760b5736c120e77dba4d666c72f8f
c447a95 ci fix when 3rdparty tvm is initialized. LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/c447a955e0fdf3eca4745fca775c0570949b477f
79a001b bug fix for setup LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/79a001bb86426c6a9f1049c1b3693d9f28d2579e
31813b2 fix a bug in block reduce LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/31813b2e108ad24d21adf3a80fe2dceb797a5239
78b6a3d typo fix LeiWang1999 Jul 21, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/78b6a3dcded27f8b791ab38f2a6bdd64be2f14d1
9c55218 BUG Fix for block reduce. LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/9c552185837e2d495710a560847e149832bee62b
1aa8868 Lint fix LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/1aa886833b602fe0aa9c01f58225079231d0b77e
22f70bf Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/22f70bf215d07198433b941d53685088b56a8705
5f082a5 Refactor block reduce schedule template LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/5f082a5923cbbb24259e28d8e8ae81ccef51f0cc
b4fb31e transform branch from bitblas to bitblas_tl LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/b4fb31e7383c4652960b508355cb3dc399928a62
35eaa00 Fix subproject commit reference in 3rdparty/tvm LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/35eaa00d868274731273d32d6878cd830bce17a8
254dd74 chore: update submodule branch from bitblas to bitblas_tl LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/254dd7423bfc2ff9cb276ffe0088c9d5ba615cc0
31a44aa force update config.cmake LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/31a44aae4ae38eac140aa69f5be7a152dcf63e51
427800e Bug fix LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/427800ed36a995a84ceb6d0dee65d05118afba53
96db111 Fix subproject commit reference in 3rdparty/cutlass LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/96db111f5893faed6e0ebb8a4d4c434aaf9cf4a4
38b251a chore: Add submodule for cutlass library LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/38b251a345048b90b425b8f4dc7a217cd5a753fc
87d1c5a update tl cutlass path LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/87d1c5a47476e1c3458056f99bd09f0a8e199823
6200b1e Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/6200b1e907a463a142f3150fe1e36677dd8ea19c
0ffe0b5 Refactor BitBLASLinear test module for improved readability and maint… LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/0ffe0b50434fb6fa4c76c8b41b09f5b86ad9ff06
8e08e77 format fix LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/8e08e77e35123327033a866117b473e10777c429
df05a64 Copy CUTLASS to the package directory LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/df05a642108841e959927e505b268564452cd441
4f529c5 Refactor setup.py to include additional TVM header files LeiWang1999 Jul 22, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/4f529c5f4bff94b8183c78b02b6557a9e7c7f8ab
d02bbc7 lint fix LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/d02bbc7458db2f0e633065468eaa1352b2e909ea
cffe3fd bug fix LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/cffe3fde336f78ed6b3b6560fc9d5a3c33c1f86d
a8bed74 Refactor BitBLASLinear test module for improved readability and maint… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/a8bed748d8a2a86b51a2c7838ce0a5827ee33122
d4eb5fd Implement Matmul Benchmark Design LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/d4eb5fd678865e07290bab657c995a567a63d17d
4c6c2c1 chore: Update BitBLAS Matmul benchmark script LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/4c6c2c15efc7fed39542339d19a063e57196dd4d
0acaca1 lint fix LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/0acaca10e37a48ebbaf5d07315f126c7f05a7b87
54d2227 Refactor BitBLASMatmulOpsBenchmark for improved readability and maint… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/54d2227554169073399e87426b3aea6bd995cf72
c2edefb Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/c2edefb8eac4ead5d739d8df2d0f76316f93e083
e0bc723 lint fix LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/e0bc723be4e0fca8c20dd70fd4cd3da3ae2c643b
a4e68d1 Benchmark bot test LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/a4e68d178f12526e79c23384a5d13af06cc5478f
df7e9aa Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/df7e9aa61e3db411ac3f2fd98a1854a36194ef0c
1c03365 Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/1c033654d15dc98707edeaabfcd8951b3a800734
4f319fc Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/4f319fc05d5dc075e09565050cb2aafc3eb4dc8e
a8833d4 Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/a8833d4577c9c22a5b3225f9e0a4e4671a1a0a6c
803f6c6 Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/803f6c660a18c7766e856281209ae63230870f8e
df4572b Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/df4572b71d796cfe3dab6201337b473b6ad9e4b1
45ded45 int8 test case LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/45ded45ee15fabc15e589ef2d2dffb4899231422
4229676 Refactor compare_benchmark.py to handle missing benchmark results gra… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/4229676dc9d5b115d9b5b3211037dc0db1826e60
b883290 Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/b8832903e95685f973520281191262c2500ea870
476ffee ci fix LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/476ffee28764030c32d76529b8c7a167f1d35779
9bd34ff disable ci for test benchmark LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/9bd34ffc2971d6dfc8efd9e9f7100fb971a55693
e86f4b2 Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/e86f4b2564c14ae312aecc04c6edf919dad0b1d1
75f3dd9 Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark… LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/75f3dd99aee1ffa351bd66814ea321a3f1e4b230
79e04aa remove cli installation LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/79e04aa5559fe36d453874aa66617d73ee6ed645
cdd3345 chore: Create virtual environment and install dependencies for benchmark LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/cdd3345b3872a5720b0375ce7d7472f0260dcf7e
f099938 Merge branch 'main' into dev LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/f099938b5fe9869f9b68b74e5c82c847b2c27e77
f211ad4 chore: Update benchmark workflow to include comparison step LeiWang1999 Jul 23, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/f211ad434c2e7b0af96c9182ec197ba46322fa3b
ddde02a Lint fix LeiWang1999 Jul 24, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/ddde02a5bb062a63f8947bf45f73968e90aa7cd8
8045ce9 Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 24, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/8045ce9fbef6a52fc812667162db2339c2db4fa6
21aee89 Merge branch 'dev' of https://github.com/LeiWang1999/MSBitBLAS into dev LeiWang1999 Jul 24, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/21aee89293c4cab35b701bc015cfe674be47832d
ef1b158 upodate tvm cmmit LeiWang1999 Jul 25, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/ef1b1582995cdd38e5cabc3be6f7d3991a9d2af7
a8d8841 Imporve lower warp memory pass LeiWang1999 Jul 30, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/a8d8841c7f276e187b46ed3e90e84eea0997c12d
686b929 Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 30, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/686b9298cc90fa62fb3289540a427172b5f777ba
7736c38 Bug fix LeiWang1999 Jul 30, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/7736c38007b23a5cf0be7fe0bbc1635d27aa251b
199affc Enhance to support warp schedule. LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/199affcc5fc3b139d400fb87ad8e4782680bd00f
9d0c25d Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/9d0c25da0b55c9b57fb0cd8a0f5fc390b8ac9b68
7c1f52e Enhance LOP3 Instructions LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/7c1f52e213afe81333c2c8ea2ae4c073b748d0e3
d1b2bc7 Enhance LOP3 Instructions LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/d1b2bc7ceb52248a7656c90c17e93cff71edfb34
2aac6d0 Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/2aac6d0254b4f8cf59ac713b0639e15ab61e0742
802abde add test for stage3 propagate LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/802abdeec41b1431b232fcbcd77e7e90819e5fef
d339037 implement propagate func LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/d339037fdd651075f009cbdd2fac618a36afee51
0f6a033 Stage3 Ladder Permutate integration LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/0f6a033ee54ada89a4a03a740dab020cb5117c30
00ec916 get_ladder_stage3_propagate LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/00ec91691b6c5744286b0f160546cc8cec1ea614
5316577 comments benchmark scirpts as the setting is too big LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/53165774ca34aa6073a6ef036913c956a61edca2
dd070f9 ci fix for benchmark LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/dd070f99c3e5ee4511ca940867dc02bccdb0f0e5
6fcc368 lint fix LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/6fcc368399742ae0e48c51a9531af5a782d766ab
705580b chore: Update benchmark workflow to trigger on pull request comments LeiWang1999 Jul 31, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/705580bde380907be9f10e81992e8083efd9de5c
c5ba940 Add LDMatrix Transform 3 LeiWang1999 Aug 1, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/c5ba940fb4fbd521c1f056d3ce6ff74555e11bb9
1566990 Support GPTQ Test LeiWang1999 Aug 1, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/1566990771b080d5c39e187a863842414a940797
c6c70ef Fuse BlockReduce Schedule LeiWang1999 Aug 1, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/c6c70efb85ce8b3f1965dcec872a55703b8c11ee
36128f3 Support mma propagate 3 LeiWang1999 Aug 1, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/36128f3e741fc22a2c0aa98ad74dc4665a66b61e
23ff5f4 Support MMA Propagate Stage 3 LeiWang1999 Aug 1, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/23ff5f43b0aadbcd9a1de9a3dafb4d484f2285ee
de3bf08 Lint Fix LeiWang1999 Aug 1, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/de3bf0836d25155541a6e36826b99fcf3667878f
d9830ba Merge block reduce for dequantze config. LeiWang1999 Aug 1, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/d9830ba0cb1bf398dfb7a3eb82af4e4f41c58239
e5a4485 fix codeql LeiWang1999 Aug 2, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/e5a44857343942918e0a3017c8f3fbec56a4ba92
a04282b chore: Update submodule reference to latest commit LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/a04282b93f1c5fa2d99dbdafb2275b6f4222cbb9
314d3e9 chore: Disable common subexpression elimination in TIR passes LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/314d3e90f22e8c3bcb0c844b1036fa9d1438e2af
f7d33bb Lint Fix LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/f7d33bb0a00ef57e2a45f83e078329734150405d
db633ed Merge branch 'main' of https://github.com/Microsoft/BitBLAS into dev LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/db633edaf85b05d6093000ce4eee63c3c07c7d34
201155a 4bit related lop3 updates. LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/201155abed658b4638d24259ce305d0a95024d80
2b73662 lint fix LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/2b73662b479fb50b811466a4118e87108edbf36e
1a6a0fd gptq test fix LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/1a6a0fd53caca52864ed885389f49ff9a4e033f5
e84e3ef Fix for test LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/e84e3ef1172ca21aa94f74e5b2ed0020ff5afebb
f0fbb55 lint fix LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/f0fbb55623e0fa7d85a2296f3dd501b9db99bb94
bf30688 lint fix LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/bf3068833afc48532c682710ced3ee07a634f307
9a360ba typofix LeiWang1999 Aug 4, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/9a360ba121db41e9a2aa2bf186b06c9dd7425e37
ee94536 QuantCompress Test LeiWang1999 Aug 5, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/ee945364761e7d5f344e513131f68ae7cedcd7ee
930cd76 chore: Refactor quant_compress_impl.py for readability and maintainab… LeiWang1999 Aug 5, 2024 https://github.com/microsoft/BitBLAS/pull/126/commits/930cd7677afb0bcb76526a1e1a391215d717a8d5
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