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Title: [Dev] Set default weight transformation into Ladder Stage3 LDMatrixTransform by LeiWang1999 · Pull Request #133 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Set default weight transformation into Ladder Stage3 LDMatrixTransform by LeiWang1999 · Pull Request #133 · microsoft/BitBLAS

X Title: [Dev] Set default weight transformation into Ladder Stage3 LDMatrixTransform by LeiWang1999 · Pull Request #133 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Set default weight transformation into Ladder Stage3 LDMatrixTransform by LeiWang1999 · Pull Request #133 · microsoft/BitBLAS

Open Graph Description: This pull request includes several significant changes to the bitblas module, focusing on code refactoring, new feature additions, and bug fixes. The most important changes include updating submodu...

X Description: This pull request includes several significant changes to the bitblas module, focusing on code refactoring, new feature additions, and bug fixes. The most important changes include updating submodu...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/133

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[Dev] Set default weight transformation into Ladder Stage3 LDMatrixTransformhttps://github.com/microsoft/BitBLAS/pull/133#top
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Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read…https://github.com/microsoft/BitBLAS/pull/133/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/133/commits/ae14a53a87a9569043c190abedc094151b9a12f8
https://github.com/Microsoft/BitBLAShttps://github.com/Microsoft/BitBLAS
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/133/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
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refactor test as version below python 3.9 cannot handle int32 overflow.https://github.com/microsoft/BitBLAS/pull/133/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
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bfedeaahttps://github.com/microsoft/BitBLAS/pull/133/commits/bfedeaa813c269330ea332cce9938e05eac809ec
https://github.com/LeiWang1999
remove unused design filehttps://github.com/microsoft/BitBLAS/pull/133/commits/e672a23a3910605eacfd705aede46be3c81a0021
e672a23https://github.com/microsoft/BitBLAS/pull/133/commits/e672a23a3910605eacfd705aede46be3c81a0021
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move tile device from package to basehttps://github.com/microsoft/BitBLAS/pull/133/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
21e5430https://github.com/microsoft/BitBLAS/pull/133/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
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dummy impl for codegenhttps://github.com/microsoft/BitBLAS/pull/133/commits/fd1194063884a00678663d04cdda811e9cf0f932
fd11940https://github.com/microsoft/BitBLAS/pull/133/commits/fd1194063884a00678663d04cdda811e9cf0f932
https://github.com/LeiWang1999
Refactor file structure for ladder_permutate modulehttps://github.com/microsoft/BitBLAS/pull/133/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
9ccfa85https://github.com/microsoft/BitBLAS/pull/133/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
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Refactor backend class and fix typos in commentshttps://github.com/microsoft/BitBLAS/pull/133/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
7c7d73ehttps://github.com/microsoft/BitBLAS/pull/133/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
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Deep refactor Lib related code.https://github.com/microsoft/BitBLAS/pull/133/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
47d5fc5https://github.com/microsoft/BitBLAS/pull/133/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
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remove ci pull.https://github.com/microsoft/BitBLAS/pull/133/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
53dd0ddhttps://github.com/microsoft/BitBLAS/pull/133/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
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LintFixhttps://github.com/microsoft/BitBLAS/pull/133/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
d58ac43https://github.com/microsoft/BitBLAS/pull/133/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
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refactor builder for whl buildhttps://github.com/microsoft/BitBLAS/pull/133/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
37cb07chttps://github.com/microsoft/BitBLAS/pull/133/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
LeiWang1999https://github.com/LeiWang1999
August 7, 2024 07:58https://github.com/microsoft/BitBLAS/pull/133#commits-pushed-ce79943
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bug fixhttps://github.com/microsoft/BitBLAS/pull/133/commits/ce7994359a536745dd079135e77c2baaf3a059ae
ce79943https://github.com/microsoft/BitBLAS/pull/133/commits/ce7994359a536745dd079135e77c2baaf3a059ae
https://github.com/LeiWang1999
chore: Clear global operator cache before running testshttps://github.com/microsoft/BitBLAS/pull/133/commits/e6c5eec3f8dab26493121d5b0530ee7ec3a27b6d
e6c5eechttps://github.com/microsoft/BitBLAS/pull/133/commits/e6c5eec3f8dab26493121d5b0530ee7ec3a27b6d
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revert optimize_stratety into SingleBatchDecodeOnlyhttps://github.com/microsoft/BitBLAS/pull/133/commits/4e8ab23e58934c7140f5818fd136e3c7af13ae15
4e8ab23https://github.com/microsoft/BitBLAS/pull/133/commits/4e8ab23e58934c7140f5818fd136e3c7af13ae15
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typofixhttps://github.com/microsoft/BitBLAS/pull/133/commits/8177e2fcb6e8792a541db6b8f4508222492c0d98
8177e2fhttps://github.com/microsoft/BitBLAS/pull/133/commits/8177e2fcb6e8792a541db6b8f4508222492c0d98
https://github.com/LeiWang1999
update benchmark scriptshttps://github.com/microsoft/BitBLAS/pull/133/commits/113e485019ef67535b442d1c5fc0be13516bd102
113e485https://github.com/microsoft/BitBLAS/pull/133/commits/113e485019ef67535b442d1c5fc0be13516bd102
https://github.com/LeiWang1999
chore: Refactor benchmark scripts and fix typoshttps://github.com/microsoft/BitBLAS/pull/133/commits/46b2d7d809ce19f7a74d77d25d7acd1f3ababad3
46b2d7dhttps://github.com/microsoft/BitBLAS/pull/133/commits/46b2d7d809ce19f7a74d77d25d7acd1f3ababad3
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fix for testinghttps://github.com/microsoft/BitBLAS/pull/133/commits/9ecbb48f9b2dc5134ca2bc778389df09b8834602
9ecbb48https://github.com/microsoft/BitBLAS/pull/133/commits/9ecbb48f9b2dc5134ca2bc778389df09b8834602
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lint fixhttps://github.com/microsoft/BitBLAS/pull/133/commits/fb128ed6a1e62b8001f295e611b67fbe218ac7fb
fb128edhttps://github.com/microsoft/BitBLAS/pull/133/commits/fb128ed6a1e62b8001f295e611b67fbe218ac7fb
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fix import.https://github.com/microsoft/BitBLAS/pull/133/commits/9b5e1065472bbcaccc0890055230b7886da4202f
9b5e106https://github.com/microsoft/BitBLAS/pull/133/commits/9b5e1065472bbcaccc0890055230b7886da4202f
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typohttps://github.com/microsoft/BitBLAS/pull/133/commits/54b4044e3ef233690089fb24ee27faeb241c6ebc
54b4044https://github.com/microsoft/BitBLAS/pull/133/commits/54b4044e3ef233690089fb24ee27faeb241c6ebc
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operator benchmarkhttps://github.com/microsoft/BitBLAS/pull/133/commits/23f88b714d796b51ec68e3caa94fa67eb8335f49
23f88b7https://github.com/microsoft/BitBLAS/pull/133/commits/23f88b714d796b51ec68e3caa94fa67eb8335f49
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optimizehttps://github.com/microsoft/BitBLAS/pull/133/commits/bcffc4900b1625e611705647dae791e398d992f0
bcffc49https://github.com/microsoft/BitBLAS/pull/133/commits/bcffc4900b1625e611705647dae791e398d992f0
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always with shared.dynhttps://github.com/microsoft/BitBLAS/pull/133/commits/8b5f08320e65914596e4065c0cc8c08e0d815b9e
8b5f083https://github.com/microsoft/BitBLAS/pull/133/commits/8b5f08320e65914596e4065c0cc8c08e0d815b9e
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optimize cache.https://github.com/microsoft/BitBLAS/pull/133/commits/54b5d3fb8e79611b0347b43c6a5075f48d30afc6
54b5d3fhttps://github.com/microsoft/BitBLAS/pull/133/commits/54b5d3fb8e79611b0347b43c6a5075f48d30afc6
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dsl fixhttps://github.com/microsoft/BitBLAS/pull/133/commits/4289d7bb604f3a73c3a37252fea91ef734414237
4289d7bhttps://github.com/microsoft/BitBLAS/pull/133/commits/4289d7bb604f3a73c3a37252fea91ef734414237
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Merge branch 'main' into update_transformhttps://github.com/microsoft/BitBLAS/pull/133/commits/72a18635310bd734b9dbdf7f8c2d4c05480e0399
72a1863https://github.com/microsoft/BitBLAS/pull/133/commits/72a18635310bd734b9dbdf7f8c2d4c05480e0399
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LeiWang1999https://github.com/LeiWang1999
Aug 9, 2024https://github.com/microsoft/BitBLAS/pull/133#issuecomment-2278445924
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/133
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August 9, 2024 17:53https://github.com/microsoft/BitBLAS/pull/133#commits-pushed-2327e14
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tqdmhttps://github.com/microsoft/BitBLAS/pull/133/commits/2327e14429562152be1511d5b051f74674052986
2327e14https://github.com/microsoft/BitBLAS/pull/133/commits/2327e14429562152be1511d5b051f74674052986
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Merge branch 'update_transform' ofhttps://github.com/microsoft/BitBLAS/pull/133/commits/40a9b04686cd1e6495242d759430f217dbde1acb
https://github.com/LeiWang1999/MSB…https://github.com/LeiWang1999/MSBitBLAS
40a9b04https://github.com/microsoft/BitBLAS/pull/133/commits/40a9b04686cd1e6495242d759430f217dbde1acb
…itBLAShttps://github.com/LeiWang1999/MSBitBLAS
https://github.com/LeiWang1999
chore: Add serialize_results method to benchmark_matmul_strategies.pyhttps://github.com/microsoft/BitBLAS/pull/133/commits/a16ee62e64b6c351ee4321fcd66b06875f09cf6a
a16ee62https://github.com/microsoft/BitBLAS/pull/133/commits/a16ee62e64b6c351ee4321fcd66b06875f09cf6a
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LeiWang1999https://github.com/LeiWang1999
Aug 10, 2024https://github.com/microsoft/BitBLAS/pull/133#issuecomment-2279441450
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/133
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August 10, 2024 17:26https://github.com/microsoft/BitBLAS/pull/133#commits-pushed-63fc654
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fix performance issue for dynamic async copyhttps://github.com/microsoft/BitBLAS/pull/133/commits/63fc6542b4e8c2ff368dfd686d32283877aec7fb
63fc654https://github.com/microsoft/BitBLAS/pull/133/commits/63fc6542b4e8c2ff368dfd686d32283877aec7fb
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chore: Refactor benchmark_matmul_strategies.py for improved performan…https://github.com/microsoft/BitBLAS/pull/133/commits/d37d09f5f8a27389ccc9e48912919527c8521dda
d37d09fhttps://github.com/microsoft/BitBLAS/pull/133/commits/d37d09f5f8a27389ccc9e48912919527c8521dda
https://github.com/LeiWang1999
bug fixhttps://github.com/microsoft/BitBLAS/pull/133/commits/d4d4603decf011fc26d514d1ca09390eb95b7c86
d4d4603https://github.com/microsoft/BitBLAS/pull/133/commits/d4d4603decf011fc26d514d1ca09390eb95b7c86
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LeiWang1999https://github.com/LeiWang1999
Aug 12, 2024https://github.com/microsoft/BitBLAS/pull/133#issuecomment-2284629228
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update readmehttps://github.com/microsoft/BitBLAS/pull/133/commits/18165269ee2a770a48cec659b3641fbc0a184341
1816526https://github.com/microsoft/BitBLAS/pull/133/commits/18165269ee2a770a48cec659b3641fbc0a184341
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LeiWang1999https://github.com/LeiWang1999
e71b85dhttps://github.com/microsoft/BitBLAS/commit/e71b85de49497c88c37c9e683f7ea78e013a881a
Aug 12, 2024https://github.com/microsoft/BitBLAS/pull/133#event-13853240117
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Aug 13, 2024 https://github.com/microsoft/BitBLAS/pull/133#ref-issue-2457843523
[Discussion] Maybe we should use dynamic shared memory by default #138 https://github.com/microsoft/BitBLAS/issues/138
[BUGFix] Resgiter missing FP8 LDMATRIX Instructions for dynamic shared memory #162 https://github.com/microsoft/BitBLAS/pull/162
TensorIntrin 'mma_i8i8f16_smooth_a_trans_b_smooth_b' is not registered #160 https://github.com/microsoft/BitBLAS/issues/160
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