- 03 Jan, 2025 1 commit
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Mingtao Gu authored
* enable int4 scale (weight only) kernel * format some files * Add unit test for int4 weight only * fixed and formatted code * fixed * formated * formated * fixed * fixed a bug in the ckProfiler, and formatted the code --------- Co-authored-by:mtgu0705 <mtgu@amd.com>
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- 02 Jan, 2025 1 commit
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Adam Osewski authored
* add a prototype of int4 * clean * debug * clean * clean * move packed into dynamic_buffer * fixed coord reset * add fast pki4 to half conversion * fix * fixed reference and host_tensor * fixed tensor init * format * debug i4_to_f16_convert * format * fixed splitk * weight permute * add b tile permute * clean * weight permute with splitki * format * improve weight layout * add and_or_b32 * fixed splitk crush * add permute switch as a template * recover v3r1 * clean * failure with intrawave v2 * fixed * fixed * add ckProfiler * add bfp16 support * add bf16 example * fixed int4 to bhalf_t conversion * format * fixed int4 to bf16 conversion * clean * add instances for mem * clean * fixed host tensor size * fixed * debug * fixed * add pk_i4_t as a struct * fix * Update example/01_gemm/gemm_xdl_bf16_pk_i4_v3.cpp Co-authored-by:
Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update example/01_gemm/gemm_xdl_bf16_pk_i4_v3.cpp Co-authored-by:
Jing Zhang <jizhan@fb.com> Co-authored-by:
zjing14 <zhangjing14@gmail.com> Co-authored-by:
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- 17 Dec, 2024 2 commits
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Illia Silin authored
* pass the build flags to config.h * fix clang format
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Max Podkorytov authored
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- 10 Dec, 2024 1 commit
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Jatin Chaudhary authored
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- 03 Dec, 2024 1 commit
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Illia Silin authored
* (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 * Bump rocm-docs-core from 0.24.0 to 0.29.0 in /docs/sphinx Bumps [rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.24.0 to 0.29.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.24.0...v0.29.0 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by:
dependabot[bot] <support@github.com> * initial enablement of gfx950 * fix clang format * disable examples 31 and 41 int8 on gfx950 * initial navi4x enablement * remove extra endif * enabled dl_gemm * update s_barrier and s_waitcnt for gfx12 * fix the gfx12 assembly syntax * fixed block_sync_lds * add support for more dl kernels on navi4 * add wmma * 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 * fixed block_sync_lds * merge navi3_ref * update self-attention and cross-attention * fix a typo of name * fixed layout * debugging * Add arch limiter for fp8 gemm * fixed wmma * 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 * fixed c_output * re-enable the gemm_xdl_fp16_fp8 on MI100/200 * fixed gfx12 * fixed * fixed * seperate gfx12 blockwise_gemm * fixed * enable fwd conv on navi4x * enable gridwise * enabled gemm * fixed merge * remove empty example fold * fixed conflicts * some small changes * Update cmake-ck-dev.sh * Update cmake-ck-dev.sh * enabled other types * fixed register loads * test fa * enable gfx12 * clean up * enable some instances on gfx12 * add gfx1201 macro in amd_wmma header * fix clang format * enable batched_gemm_softmax_gemm_perm_wmma for gfx12 * disable instances with blocksize=256 in attention examples * debuggging * debug * fixed lds_enabled * debugging * Fix and add limit to skiplds feature * Enable skipLds feature and fix compilation bugs * add ck_tile definitions for gfx12 * fix clang format and test/wmma_op * updage instances cmake for gfx12 * disable the test_wmma_op on gfx12 * fix the builds for gfx950 * add gfx12 and gfx950 to default target list * clean-up cmake file * Initial introduction of OFP8 data types. * Renamed FP8 and BF8 tests into FP8_FNUZ and BF8_FNUZ. * Implementation of ConvertFP32Nearest in test_fp8_ocp. * Remove dependence on possibly undeclared alias. * Implement FP8OCP test for stochastic rounding mode. * Implement FP8OCP tests for half_t type conversions. * enable bf16 atomic add on gfx950 * Implement ConvertFP32Nearest test. * Implement ConvertFP32Stochastic test. * Implement ConvertFP16Nearest and ConvertFP16Stochastic tests. * Refactoring. Move FP8 definitions into a separate header file. * Enable easy switching between architectures. * Fix compilation error for gfx942 architecture. * only builf gfx950 branch for gfx950 target by default * Enable OCP build of example_gemm_xdl_fp8. * Fix formatting. * fix the build logic for gfx950 * Improve GEMM example verbosity. * Add constexpr where applicable. * fix the logic of enabling XDL and WMMA instances * Improve GEMM example verbosity. * Enable build of example_gemm_xdl_fp8_bf8 test. * Fix tests for gfx1101 architecture. * Build DPP examples only on gfx103 and gfx11 architectures. * Optionaly run either CPU or GPU verifications with GEMM examples. * Extend GeneratorTensor_Sequential to produce values of prescribed data types. * Add missing constructor. * Improve infrastructure for OFP8 data type support. * BUGFIX. Should not use FP8 as Compute/Accum data type. * Add custom target for grouped_convnd_bwd_weight tests. * Can build `tests` target on gfx950. * Bugfixes on gfx1101 architecture. * Fix dependencies. * Provide single point of truth for FP8 INF and NAN checks * Prevent instantiation of operators that are not supported by FP8 data types * Add FP8 type selection into client_axample CMakeLists.txt * Prevent sccache server from shutting down during build * Fix test success reporting logic * Change default verification method to CPU. GPU verification takes too much time to complete on the emulator. * Make sure all tests and examples are built for gfx950 * Facilitate testing of FP8 data types on the emulator * Introduce two new tensor generators * Enable instances built for gfx94 to be built on gfx950 * Verify 35_splitk_gemm on floating point numbers. splitk gemm appears to be losing precision VS reference implementation when FP numbers are involved. * Verify 04_gemm_add_add_fastgelu on floating point numbers * Verify 20_grouped_conv_bwd_weight on floating point numbers * Verify 38_grouped_conv_bwd_data_multiple_d on floating point numbers * Verify more tests on floating point data * Fix data types and improve testing verbocity. * Upgrade to NPI 573 build docker. * Skip on gemm_universal tests. The tests take too long to complete on the emulator. Need to see if it is possible to reduce the scope of the testing to just FP8 data types. * Fix gfx1101 build * Document test availability * Re-enable fp8 gemms for gfx94/95 * Cherry-pick GEMM Universal tests for FP8 data types * Cleanup * CK_USE_GFX94 has already been set on this branch * Address formatting issues and leftovers * Make fail/pass logic consistent within 01_gemm folder Removed multiple negations in fail/pass logic to propagate `true` as the success indicator. * Fix GPU verification reporting logic. * Update year in copyright notice. * Cleanup * Use `enum class` instead of `enum` * Remove set_property for FP8 tests * Narrowing the scope of PR to OCP FP8 enablement only * Add tests for OCP FP8 vector_type storage * Enable gemm kernel on all gfx9 architectures (#227) * clean-up * Implement `non_native_vector_base` with `ext_vector_type` array. (#232) * Enable support of 1, 2, 4, and 8-byte custom types in CK. * Fix pool tests for OCP FP8 data type * fix jenkins file * restore cron trigger --------- Signed-off-by:
aska-0096 <haocwang@amd.com> Co-authored-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by:
Jing Zhang <jizhan@amd.com> Co-authored-by:
Jun Liu <Liu.Jun@amd.com> Co-authored-by:
Andriy Roshchenko <andriy.roshchenko@amd.com> Co-authored-by:
Andriy Roshchenko <107577548+andriy-ca@users.noreply.github.com>
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- 27 Nov, 2024 1 commit
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Adam Osewski authored
* Few small fixes. * New GroupedGemm instances (BF16) * Unify and refactor GroupedGEMM device API. * Adapt changes to new API. * Adapt grouped gemm profiler. * Accept multiple kbatches for grouped gemm profiler. - delete obsolete two stage as it is now covered by grouped gemm * Update unit test for grouped gemm. * Fix thresholds for BF16 and F8. Unblock tests. * Fix few instances. * Multiple small fixes. * Adapt to new API, check dynamic casting. * Uncomment few data types in grouped gemm profiler. * Fix call to SetDeviceArgs. * Fix profile grouped gemm multiply tile loop. * Fix grouped gemm tile loop kernel args in client examples. * Review comments.
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- 18 Nov, 2024 1 commit
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Illia Silin authored
* add bf16 gemms for gfx11/gfx12 * reduce the input values in test_gemm * add int8 wmma gemm instances for gfx11/gfx12 * add example gemm_wmma_int8 * fix bug in gemm_wmma_int8 test * increase bf16 gemm test tolerance * update the dates and clean-up commented-out instances
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- 07 Nov, 2024 1 commit
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Illia Silin authored
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- 26 Oct, 2024 1 commit
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valarLip authored
* add int8 gemm multiply multiply a8w8 * uncomment * clang-format-12 * Add example_gemm_multiply_multiply_xdl_int8 * Remove shell scripts * update preprocess number for mi308; bring back printout in ckprofiler * format --------- Co-authored-by:
chenjun <junchen2@amd.com> Co-authored-by:
carlushuang <carlus.huang@amd.com>
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- 25 Oct, 2024 1 commit
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aledudek authored
* Calculate generic relative threshold pool3dfwd * Calculate absolute error threshold pool3d fwd * Generic threshold calculation take max input for relative error pool3dfwd * Remove max possible value for error calculation at runtime * Remove debug print in pool3dfwd * Pool3d fwd adjusted types in generic threshold calculation * Generic threshold calculation take into account number of accumulations and accdatatype * Generic threshold fix final error formula * Generic threshold calculation - num of accs fix * Generic threshold calculation - adjust absolute error * Generic threshold calculation - OutDataType in absolute error
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- 22 Oct, 2024 1 commit
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Jatin Chaudhary authored
Co-authored-by:Illia Silin <98187287+illsilin@users.noreply.github.com>
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- 14 Oct, 2024 2 commits
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Rostyslav Geyyer authored
* Add non_native_vector_type * Add a test * Add non-native vector type * Fix CTOR * Fix non-native vector type of 1 * Fix CTORs * Use vector_type to cover non-native implementation as well * Update the test * Format * Format * Fix copyright years * Remove BoolVecT so far * Add AsType test cases * Update assert error message * Remove redundant type * Update naming * Add complex half type with tests * Add tests for vector reshaping * Add missing alignas * Update test/data_type/test_custom_type.cpp Co-authored-by:
Po Yen Chen <PoYen.Chen@amd.com>
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Bartłomiej Kocot authored
* Add transpose scale amax example * fixes * Tune reduce instance
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- 20 Sep, 2024 1 commit
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Adam Osewski authored
The dynamic buffer doesn't have support for fp8 in `Update` operation thus fp8 is not supporting `InMemoryDataOperation::Add`
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- 12 Sep, 2024 1 commit
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Mateusz Ozga authored
* Add pool2d instance BWD AVG * Add pool2d instance BWD MAX * Fix: avg review * Fix review: part2 * Fix - enable test when type is compiled * Fix review part3
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- 11 Sep, 2024 1 commit
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jakpiase authored
* Implemented smfmac xdlops * Added smfmac blockwise xdlops * fixes * add reviewers suggestions --------- Co-authored-by:
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- 14 Aug, 2024 1 commit
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Haocong WANG authored
* 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@meta.com> Co-authored-by:
illsilin <Illia.Silin@amd.com>
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- 07 Aug, 2024 1 commit
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Juan Manuel Martinez Caamaño authored
* Remove reinterpret_cast uses that result in undefined behaviour. Use a bitcast instead. See https://en.cppreference.com/w/cpp/language/reinterpret_cast#Type_accessibility Closes #1439 * fix clang format --------- Co-authored-by:
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- 06 Aug, 2024 2 commits
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Juan Manuel Martinez Caamaño authored
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Bartłomiej Kocot authored
* Support 64 bit indexing * Add new grouped conv fwd kernel for large tensors * Add instances large tensor * Fixes for transform conv to gemm * Fixes * fixes * Remove not needed instances * examples fixes * Remove not need ds arrays * Fix tests * Add 2GB check in gridwise dl * Fixes
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- 24 Jul, 2024 1 commit
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Bartłomiej Kocot authored
* Add support for half_t and bfloat to reduction operations * Fix bhalf convert * Next fix bf16
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- 17 Jul, 2024 1 commit
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Qianfeng authored
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- 04 Jul, 2024 1 commit
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Jun Liu authored
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- 27 Jun, 2024 2 commits
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jakpiase authored
* first version of smfmac test * add reviewer comments * add reviewer suggestions
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Illia Silin authored
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- 25 Jun, 2024 1 commit
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arai713 authored
* Format * Format * Format * Remove const * Use the right template * Format * Format * add row/col instances * Add missing file * fixed * fixing block to etile error * Format * Updates * Format * fixed rrr layout * generating a sample JSON file: currently contains includes, prologue/epilogue and instances * version where the json is passed into the instances to generate a key * updated run function to just launch kernel * updated run function: only contains kernel object, json file is updated but still needs to be cleaned up, added front-end API to parse JSON into character buffer * adding in testing files * cleaned up comments, still need to work on including header files * removed unneeded files * removed/commented out JSON implementation * added fusion(prologue/epilogue) into instance generation * working on instance selection * added instance selection, need to fix instance validation * removed block2etile map validity check for testing purposes * test running: failing due to incorrect files/input * all grid descs/ptrs completed, but device file not found * Update test and embed modules * Restore older version * added convolution operation, written test, debugging generated code for compilation * attempting to include CK in host directory: _Float16 error * CK header file issues * slight fix * don't crash when hip can't report total memory * dump generated code to a file * changing sizes * creating tensor descriptors using CK methods: set up grid desc manually, also trying to set up an argument pointer - this needs to be fixed * some fixes to call the device code * separating test files for conv and gemm * completed arg ptr, now have linking errors * clang format fix * resolved linker issues in conv test * remove dependency on libutility from ck * resolved num dim error * properly passing arg ptr, errors with passing typenames: redefinition/redeclaration * undo the commenting of device function * hand created kernel code to find rtc issues * dump the full src to file * resolved redeclaration errors, cleaned up errors for Amber's kernel code * debugging purposes: redeclaration error * config files * resolved errors for NumTensor and redeclaration, formatted version.h * resolved most errors in manually added kernel and my own. error with calling kernel object: overloaded function type * WIP: close to getting kernel compiled * WIP: fixing rtc errors * fixed sequence errors, formatting, still one error with run fcn * yay: kernel compiles and runs * updated templated/generated version to run and compile * minor fixes * working generated example, resolved memory access error due to padding * adding in reference kernel, validation failing against reference * debugging: printing kernel argsz * reduced error in results * debugged reference kernel and output errors, added to generated version, currently debugging prologue function issues * working validation (using reference convolution) with prologue function for both hard-coded and generated version * WIP: create an alt version that creates Argument on the device * wip: added new duplicate files, fixed fusion templating errors from working example, setting up kernel arguments * wip: making necessary methods device code * added grid descs, working on grid pointers, errors with stl numerics * wip: updating kernel args - issue, replacing some std functions * replaced std::accumulate call with temp hardcoded version * wip: args causing memory issue * Construct Argument object inside the kernel and use it to call convolution device function. Code runs and verification passes * adding object file dump * temporary hardcoding of grid size, can remove device op inst + arg ptr * minor fix for grid size * added modified example where arg ptr is created on the device for generated version as well * removed device op instance and arg ptr from modified examples * moving device op file for testing purposes and to properly build CK * commenting out print-outs * adjust compiler args to produce a valid ELF file * temporary removal of validation * reverting compiler args back for working example * retrieve necessary arguments from generated template parameters in correct format * calculating grid size on host-side, still need to clean up process, pass parameters to host functions properly * scaled up factory functions/wrapper structs to implement host-side launch parameter calculations using CK host side functions - in hard-coded example * temporary change to generate ELF format binary object file * removed unecessary code, added comments * formatting fix * cleaned up code, added new tests, restructured library: move helper into CK * refactored launch parameter calculation to be more concise * renamed files and variables for more clarity/uniformity * more code cleaning, removed debug statements * moved majority of my files into codegen directory, running properly * updated Embed.cmake(string_view) in codegen directory * updated host directory to match Embed.cmake as well * added old tests in * updated instance generation methods to be more concise * removed layout from launch parameter calculation * working test * fixed issue with verification, all instances working * updated verification in other tests * removed duplicate matrix padder file, removed code dumps * removed old hard-coded tests * removed old host directory, all files in codegen directory now * fixed copyright in files * commenting out validation * renamed files * made changes for review: fixed copyright, renamed files for clarity, removed comments, refactored code * updated headers * removing duplicate file for fwd conv to gemm, merging with original file * fix building codegen with clang++ directly * resolving build error from conv_fwd_to_gemm * fix for previous error * renaming tests * created common test file * cleaned up code, added comments * renamed device op * fixed typos in comments * removed extra space * code cleanup: resolving Amber's comments * removed wrapper struct for matrix padder, fixed template * cleaned up if statements for better readability --------- Co-authored-by:
Paul <pfultz2@yahoo.com> Co-authored-by:
Jing Zhang <jizha@amd.com> Co-authored-by:
M. Amber Hassaan <amber_474@yahoo.com> Co-authored-by:
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- 21 Jun, 2024 1 commit
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carlushuang authored
* WA for rocm-6.2+ s constrait for buffer resource * add missing memory clobber
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- 18 Jun, 2024 1 commit
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Bartłomiej Kocot authored
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- 17 May, 2024 1 commit
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Illia Silin authored
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- 10 May, 2024 1 commit
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Illia Silin authored
* code clean-up * remove the profiling output samples
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- 09 May, 2024 1 commit
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Adam Osewski authored
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- 07 May, 2024 1 commit
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Illia Silin authored
* enable logging using environment variable * update ck.hpp header * fix typo * fix clang format * Update include/ck/utility/env.hpp Co-authored-by:
Bartłomiej Kocot <barkocot@amd.com> --------- Co-authored-by:
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- 26 Apr, 2024 1 commit
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zjing14 authored
* changed the copy function to v7r2 * adding multi_abd * in-progress * add post-load oob check * debugging * adjust instances * add run_lds * add elemntwise_op * replace multi_abd_device with v3 * clean up * clean * clean * Added LDSType * profiling * adjust oobcheck * add missing file * refactor * clean * add examples
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- 25 Apr, 2024 2 commits
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Adam Osewski authored
* Overload output stream operator for LoopScheduler and PiplineVersion * Add Run overload accepting grid descriptors MK. * Add __device__ keyword for CalculateGridSize * Create device op GroupedGemmMultipleD * Add GroupedGemm MultipleD Tile Loop implementation. * Add an example for GroupedGemm MultipleD tile loop. * Device Op GroupedGEMMTileLoop. * Bunch of small changes in exmaple. * CkProfiler * Remove unused tparam. * Fix include statement. * Fix output stream overloads. * Do not make descriptors and check validity untill we find group. * Fix gemm desc initialization. * Revert device op * Fix compilation for DTYPES=FP16 * Validate tensor transfers paramters. * Validate on host only NK dims if M is not known. * Fix bug. * A convenient debug func for selecting threads. * Fix has main k block loop bug. * Make sure that b2c has up to date tile offset. * Output stream operator for Sequence type. * Cmake file formatting.
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ltqin authored
* 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>
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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:
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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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- 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:
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:
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:
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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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