Haocong WANG
5b10dae6a4
Add gemm universal bf16 instances ( #1484 )
...
* revert ckprofiler change
* temp save
* Add test and test pass
* test pass
* Fix bug inside rotating buffer when tensor is not packed
* bug fix
* clang format
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Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com >
2024-09-04 20:58:54 -07:00
Haocong WANG
3049b5467c
[GEMM] gemm_universal related optimization ( #1453 )
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* replace buffer_atomic with global_atomic
* fixed global_atomic_add
* added bf16 atomic_add
* format
* clang-format-12
* clean
* clean
* add guards
* Update gtest.cmake
* enabled splitk_gemm_multi_d
* format
* add ckProfiler
* format
* fixed naming
* format
* clean
* clean
* add guards
* fix clang format
* format
* add kbatch printout
* clean
* Add rocm6.2 related gemm optimization
* Limit bf16 atomic usage
* remove redundant RCR gemm_universal instance
* Add RRR fp8 gemm universal instance
* Bug fix
* Add GPU_TARGET guard to FP8/BF8 target
* bug fix
* update cmake
* remove all fp8/bf8 example if arch not support
* Enable fp8 RRR support in ckProfiler
* limit greedy-reverse flag to gemm_universal in ckProfiler
---------
Co-authored-by: Jing Zhang <jizhan@fb.com >
Co-authored-by: Jing Zhang <jizhan@meta.com >
Co-authored-by: zjing14 <zhangjing14@gmail.com >
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com >
Co-authored-by: illsilin <Illia.Silin@amd.com >
2024-08-14 10:42:30 +08:00
Haocong WANG
8c90f25be3
[GEMM] F8 GEMM, performance optimized. ( #1384 )
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* add ab_scale init support
* enabled interwave
* add scale type; update isSupport
* adjust example
* clean
* enable f8 pure gemm rcr ckprofiler
* Add gemm_multiply_multiply instances
* clang format
* Optimize for ScaleBlockMNK=128
* enable abscale f8 gemm ck profiler
* Add pure f8 gemm test suite
* Reverting to the state of project at f60fd77jizhan@amd.com >
2024-07-19 22:06:52 +08:00
Haocong WANG
764164b488
[GEMM] UniversalGemm update ( #1262 )
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* Add bf16 instances
* Add bf16 gemm universal example
* tempsave
* Add guard to navi compilation
* workground on a specific mixed gemm instance ( bring back it when compiler fix upload)
* fix formatting condition statement issue
* solve conflict
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Co-authored-by: Jun Liu <Liu.Jun@amd.com >
2024-04-26 12:56:07 -05:00
Haocong WANG
f83e9701e9
[GEMM] Gemm universal device operation ( #1154 )
...
* Optimize GEMM on MI200/300:
1. Add new blockwise gemm pipeline
2. Add irregular splitk intances
* clang format + typo fix
* Fix a bug
* initial commit
* Add more instances to irregular splitk
* blkgemm pipeline v1~4 prototype
* Sanity Checked. Known issue:
1. Poor performance of splitk
2. Register spill on blkgemmpipeline v3
* Sanity and Performance fix:
1. fix a bug related to sanity in grouped b2c mapping
2. fix a bug related to sanity and performance in splitk offset
* Sanity and API update:
1. Remove prefetch stage
2. Fix valid check bug
3, Add first gemm_universal instance into ckProfiler
* Add NN instances for gemm universal
* 1. Add NT instances for gemm_universal
2. Fix a bug about Kpadding in gemm_universal
* Fix a bug regarding padding Odd K number
* remove kernel print
* Fix KPadding bug...
* Update safety check
* another try to fix kpadding..
* Sanity checked
* new instances..
* clang format+typo fix
* remove clang format script's change
* Add non-hotloop compile option
* 1. Add fp16xfp8 example
2. pull packed convert f8 from pr1150
* Some miscs.. opt and fix
* Add pipeline description docs
* Split universal gemm instance library to cut profiler compiling time
* uncomment cmakefile
* Fix a bug caused by blockwise_gemm_pipe_v2
* reduce default splitk to 1
* Add 224x256x64 tile size
* update, including:
1. Experiment pipeline 5~7
2. Optimization for pipeline 4
3. Organized instance library
* temp save
* temp save
* Permuted lds layout, sanity and function checked
* clang format
* Move OOB check from RunRead to RunWrite, for better software pipeline.
TODO: agpr spill when NN layout
* clangformat
* A/B splitpipe scheduler for v3
* Fix two bugs
* bug fix
* fix a bug in oob check
* Example for mixed fp16_fp8 gemm
* Clean experimental code blocks
* Add mixed precision gemm into profiler
* tempsave
* optimize m/n major lds layout
* Add RRR GEMM mixed precision instances
* Optimize f8 matrix transpose
* Add test_gemm_universal
* A/B spilt schedule for blkpip v5
* Take ds_read2 into iglp scheduling scheme
* format
* fixed cmake
* Add llvm-option into CI cmake flag
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Co-authored-by: Jing Zhang <jizhan@amd.com >
2024-04-13 21:03:18 -05:00
