4 Commits

Author	SHA1	Message	Date
Haocong WANG	8c90f25be3	[GEMM] F8 GEMM, performance optimized. (#1384) ... * 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 f60fd77 * update copyright * clang format * update copyright --------- Co-authored-by: root <jizhan@amd.com>	2024-07-19 22:06:52 +08:00
Haocong WANG	764164b488	[GEMM] UniversalGemm update (#1262) ... * 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 --------- Co-authored-by: Jun Liu <Liu.Jun@amd.com>	2024-04-26 12:56:07 -05:00
ltqin	f448d179b7	Universal gemm flush cache (#1251) ... * add flush cache to device op * add flush cache parameter to ckProfiler * change calculate size a and b method * chang evaluation time method foro AVERAGE to MEDIAN * format code * adjust some code * fix core dumped * remove loop call flush icache in kernel * remove loop(outer) call flush icache --------- Co-authored-by: letaoqin <letaoqin@amd.com>	2024-04-25 15:07:14 -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 --------- Co-authored-by: Jing Zhang <jizhan@amd.com>	2024-04-13 21:03:18 -05:00