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- 14 May, 2024 2 commits
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Adam Osewski authored
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Adam Osewski authored
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- 29 Apr, 2024 1 commit
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Adam Osewski authored
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- 14 Apr, 2024 1 commit
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Haocong WANG authored
* 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>
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- 02 Apr, 2024 1 commit
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Bartłomiej Kocot authored
* Introduce combined elementwise ops * Introduce refrence elementwise
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- 20 Mar, 2024 1 commit
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Adam Osewski authored
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- 09 Mar, 2024 1 commit
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zjing14 authored
* wmma_op + unit test * add arch limitation to wmma test * change arch limitation * Refactor + Add all type unit test(int4 compile failed) * Add f32_16x16x16_bf16 unit test * tempsave * tempsave * tempsave * runtime bug, cannot find symbol * workaround for incorrect HIP warpSize return value * debugging * tempsave * Correctness OK, waiting for optimization * Tidy up + format * temp save * temp save, reproduce the v_bfi_b32 issue * add inline asm for wmmaop test * tidy up * clean some debug purpose code * discard some codes * clang format * clang format * compiler issue fixed + increase tile size * navi3x_multipleD+example * temp save * workable * batchedgemm[OK], groupconv[debug] * groupconv: Sanity check[OK], Performance[Bad] * navi3x_groupconv_need_optimization * create necessary files * save progress * Add Inter-Row thread transfer * save progress * save debugging progress * sanity check pass * fix a host tensor bug and clean up flash-attn code * format * cancel unnecessary change * cancel unnecessary change * cancel unnecessary change * temp save, add asm backend flag to amd_wmma * Mat-A LDS Bypass sanity pass * temp save * gemm sanity fix * Porting new blockwise gemm to flash attention * Example branch provide to compiler team * tempsave * Fix a bug * batched gemm ported * conv A-skip lds ported * Skip B-Lds real gemm * Skip B Lds Gemm + MulD * batched gemm, conv, skip b lds * format * Attn, skip b lds * Change GridwiseOp nam * fix a typo caused bug * Skip A_Lds sanity pass, Skip B_Lds scratch occured * Bug found, intra-row permute off caused * bug found * a fix * disable buffer load due to incorrect 3rd dword * update fmha config, no scratch generated * update 3rd dword * fmha config update * FMHA, add support to gfx1101/gfx1102 * Merge origin dev (#2) * [Navi3x] Fix Gridwise_multiple_d operation (#649) * Add CMake Option "USE_OPT_NAVI3X" * fix bug * standardize docs (#655) * Separate bibtex requirement from rocm-docs-core (#656) * separate bibtex requirement from rocm-docs-core * point requirements to source rocm-docs-core repo * Add CMake Option "USE_OPT_NAVI3X" (#647) * Add CMake Option "USE_OPT_NAVI3X" * remove navi3x opt compile option from cmake script * Conv + quantization + tanh (#645) * Rename file. Prepare to support another activation * Add comment for quantization * Extract out_elementop * Add tanh example * Add conv + bias + tanh quantization instance * Add missing parameter * Refine cmake * Add external api and client example * Extract variable in example * Fix the comment --------- Co-authored-by:
zjing14 <zhangjing14@gmail.com> * Add a denorm test fix (#603) * Add type_convert implementations for bf16 * Add the fix for conv_fwd * Add the fix for conv_bwd_data * Add the fix for conv_bwd_weight * Format * Format * Another format * Add a macro to use workaround on MI200 only * Format --------- Co-authored-by:
Rosty Geyyer <rosty.geyyer@amd.com> Co-authored-by:
root <root@ctr-ubbsmc15.amd.com> * Issue #666: Revert "simplify karg in device/grid of split-k op (#644)" (#665) This reverts commit bb5530af . * Groupnorm + swish external api (#668) * Rename to proper naming * Add example of groupnorm + swish * Extract duplicate code in example * Add groupnorm + swish instances * Ractor instance generation, split into multiple cpp file * Add external api and client example * Refine profiler message * Use ck math version of exp * Refine problem size in example * Add host version of exp * add a marco to turn on/off denorm fix (off by default) (#673) * add a marco to turn off denorm fix by default * expose the marco --------- Co-authored-by:
Sam Wu <sjwu@ualberta.ca> Co-authored-by:
Sam Wu <sam.wu2@amd.com> Co-authored-by:
rocking5566 <ChunYu.Lai@amd.com> Co-authored-by:
Rostyslav Geyyer <46627076+geyyer@users.noreply.github.com> Co-authored-by:
carlushuang <carlus.huang@amd.com> Co-authored-by:
Jun Liu <Liu.Jun@amd.com> Co-authored-by:
Illia Silin <98187287+illsilin@users.noreply.github.com> * Disable SkipLDS & Align AIT api (#3) * fix layernorm, reduction Ops (#4) * [Navi3x] Fix Gridwise_multiple_d operation (#649) * Add CMake Option "USE_OPT_NAVI3X" * fix bug * standardize docs (#655) * Separate bibtex requirement from rocm-docs-core (#656) * separate bibtex requirement from rocm-docs-core * point requirements to source rocm-docs-core repo * Add CMake Option "USE_OPT_NAVI3X" (#647) * Add CMake Option "USE_OPT_NAVI3X" * remove navi3x opt compile option from cmake script * Conv + quantization + tanh (#645) * Rename file. Prepare to support another activation * Add comment for quantization * Extract out_elementop * Add tanh example * Add conv + bias + tanh quantization instance * Add missing parameter * Refine cmake * Add external api and client example * Extract variable in example * Fix the comment --------- Co-authored-by:
samjwu <samjwu@users.noreply.github.com> * update attn api * solve type_convert bug + enable --------- Co-authored-by:
haocwang <Haocong.WANG@amd.com> * fix typo * Fix attention with causal mask * multiple fix, try ait compile * Add A/B not use LDS pipeline * Clang format, Add gfx1101, gfx1102 support of FMHA example * cancel change of format script * 1. Enable 2-stage global Prefetch ( May cause VGPR spilling) 2. Enable FP16 accumulator blockwise_gemm * clang-format * 1. change blockwise gemm loopover direction from kmn to mnk ( ~1% improvement) 2. change kernel timing mode to 50 warmup + 50 timed repeat * Update low level abstration of blockwise gemm wmma * (2/5) bilinear gemm pass, perf bug: skip a lds has lower performance than skip b lds * (3/5) batched gemm pass, perf bug: skip a lds has lower performance than skip b lds * (4/5) grouped conv pass * (5/5) attention pass, todo: debug lds perf bug * AIT Attention API refactor (#8) * sanity pass * sanity pass 2 * confirm significant performance regression. * turn on all instances * turn off instance format * Fix bug & tunning & format * DML meta, self_attn+cross_attn * sanity pass * remove useless flag * update tile and problem size used in AIT attention * bug fix in grouped conv supporting check * deprecate inline asm wmma * Bug fix: double lds skip * clang-format * Fix errors in 1. example, fmha 2. gridwise pipeline 3. deviceop, fmha, change some containers from vector to array * part2 of previous commit * clang format * API fix of gridwisegemmpipeline * separate array base and vector base attention tensor transformation * fix gemm * clang format * add gemm fp16 instances * Temp save * fpAintB kernel compile pass * Sanity pass. * Temp save * debug code enabled * Fp16AInt8B_GEMM sanity * MQA implementation * GQA-4 example * tempsave * Compile pass * New implementation of fp16Aint8B Gemm, Acheieve similar math throughput with native fp16 Gemm * format * Todo: fix gemm_bilinear_wmma instances compilation bug * Solve a bug when K1=16 * remove unnecessary changes * Remove tensor layout limitation to LDS usage in tesnor contraction * update self-attention and cross-attention * fix a typo of name * Add arch limiter for fp8 gemm * enable fp8 gemm_xdl for all gfx9 targets * temporarily disable gemm_xdl_fp16_fp8 on MI100/200 * fix the cmake logic for gemm_xdl_fp16_fp8 * re-enable the gemm_xdl_fp16_fp8 on MI100/200 --------- Co-authored-by:
aska-0096 <haocwang@amd.com> Co-authored-by:
illsilin <Illia.Silin@amd.com>
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- 01 Mar, 2024 1 commit
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Rostyslav Geyyer authored
* Update clipping for fp8 conversion * Add clipping for bf8 conversion * Format
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- 29 Feb, 2024 1 commit
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Adam Osewski authored
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- 27 Feb, 2024 1 commit
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Illia Silin authored
* clip fp8 to +/-240 on all targets * if inputs to fp8 conversion are +/-inf, they remain unaltered * increase tolerance for test_elementwise_layernorm to prevent false errors * change the input values for gemm examples to floats * reduce gemm example float input values to prevent errors * increase the tolerance for gemm examples
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- 07 Feb, 2024 3 commits
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Adam Osewski authored
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Adam Osewski authored
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Bartlomiej Wroblewski authored
* WIP: Implement direct loads split-K GEMM kernel * Clean the review --------- Co-authored-by:
Adam Osewski <19374865+aosewski@users.noreply.github.com> Co-authored-by:
Bartłomiej Kocot <barkocot@amd.com>
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- 02 Feb, 2024 1 commit
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Illia Silin authored
* add support for navi2x and navi3x models * fix syntax * use common macro for different mi300 architectures
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- 29 Jan, 2024 1 commit
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Adam Osewski authored
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- 24 Jan, 2024 1 commit
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Illia Silin authored
* fix cppcheck errors, first pass * fix format * fix returned value in examples * add macro definitions for cppcheck * fix the profile_gemm logic * update the gemm profiler logic * add more difinitions to cppcheck, fix couple more errors * replace runtime error with message in device function * fix a couple of int4 issues * no return for fill function * fix errors in data_types.hpp * fix format * fix few remaining errors * fix errors in data_types.hpp * fix last couple of errors in datat_types.hpp
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- 23 Jan, 2024 1 commit
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Adam Osewski authored
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- 19 Jan, 2024 1 commit
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Bartłomiej Kocot authored
* Add optimized copy to ck wrapper * Example optimizations * Fixes * Move img2col test to client example * Refactor example * Fix docs * Fixes * Fix * Fixes * Fixes * Fixes * Fixes * Fixes --------- Co-authored-by:
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- 11 Jan, 2024 1 commit
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root authored
- Add output stream operators for LoopSched and PiplineVer
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- 03 Jan, 2024 1 commit
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Bartłomiej Kocot authored
* Add tensor partition and generic copy for ck wrapper * Update changelog * Stylistic fixes * Change shape/strides logic to descriptor transforms * Fixes * Fix client example * Fix comments
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- 13 Dec, 2023 1 commit
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Rostyslav Geyyer authored
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- 06 Dec, 2023 2 commits
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Adam Osewski authored
* prevent clearing c_thread_buffer between consecutive k-dim data tiles GEMM. * Limit the number of launched thread blocks.
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Bartłomiej Kocot authored
* Introduce wrapper library * Update cmake files * Revert "Update cmake files" This reverts commit c27f88b56590c11a88e26d5d0df7aca51a08133d. * Fix comments
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- 03 Dec, 2023 1 commit
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Bartlomiej Wroblewski authored
This PR introduces support for double buffering in LDS into GEMM kernels that use direct load instructions. Direct loads now use inline asm instead of intrinsics. Usage of intrinsics results in compiler adding additional waitcnt instructions what breaks possible load/compute overlap in case of double buffering. Usage of inline asm results in the need to use sched_barrier in order to make sure that compiler cannot incorrectly reschedule instructions since it does not know the data dependencies between global->LDS and LDS->registers.
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- 01 Dec, 2023 1 commit
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Adam Osewski authored
Update doc.
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- 30 Nov, 2023 1 commit
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Bartłomiej Kocot authored
* Introduce wrapper for layout * Extend functionality * Fix for getLength * Comment fixes * Add comments and remove not needed getters
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- 28 Nov, 2023 1 commit
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Rostyslav Geyyer authored
* Switch default f8 conversion to stochastic rounding * Refactor f8-related type_converts * Add an element-wise op
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- 25 Nov, 2023 1 commit
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Bartlomiej Wroblewski authored
* Add basic support for direct loads from global to LDS * Clean the code and comments * Add support for fp16 * Add comments * Add check for thread cluster lengths * Align non-direct-load fp16 example * Small fixes * Extend IsSupported to check for supported GPU gens * Build examples only on the supported HW * Do not throw when instance not supported in 04 example * Review: Apply review suggestions * Review: small fix * Review: small fix
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- 07 Nov, 2023 1 commit
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zjing14 authored
* improve kpad * more tuning parameters * f16_f8_fp16 * cut test time * add f16_f8_fp16 * add f16_f8_f16 * testing instances for skinny cases * format * clean * add fp16_f8_fp16 * clang-format * add grouped gemm instalces * fixed profile grouped_gemm * clean * clean * clean * clean * clean * add missing instance func * fixed inferface --------- Co-authored-by:
Jing Zhang <jizha@amd.com> Co-authored-by:
root <root@sh5-1e707-rc06-38.mkm.dcgpu>
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- 28 Oct, 2023 1 commit
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Illia Silin authored
* Fix the fp8 conversion * Try clipping value before conversion * Fix return * Simplify with a const * reduce the gemm input tensor values to reduce round-off error * replace if-else with lambda * fix syntax --------- Co-authored-by:
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- 20 Oct, 2023 1 commit
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Rostyslav Geyyer authored
* Fix the conversion * Add bf8 functionality * Enable example on MI200 as well
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- 19 Oct, 2023 7 commits
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Illia Silin authored
* apply the patch for dl kernels on gfx11 * build DL kernels on navi32 CI
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Bartłomiej Kocot authored
* Extend available elementwise operations with conv examples * Fixes * Remove not needed convert * Update CMakeFile and dir name
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Adam Osewski authored
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Adam Osewski authored
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Adam Osewski authored
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Adam Osewski authored
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Adam Osewski authored
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- 18 Oct, 2023 1 commit
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zjing14 authored
* Add a condition to build fp8 instances * simplified buffer_load/store * add bfp8/fp8 * fixed * remove all f8/bf8 condition include folder * fixed cmake conditions * fixed DTYPES=fp16/bfp16 * fix * fixed buffer_load * fixed buffer_store * fix * clean example cmake files * fixed ci * fixed cit --------- Co-authored-by:
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- 16 Oct, 2023 1 commit
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zjing14 authored
Co-authored-by:
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