CK Tile GEMM Compute V2 (2 LDS Ping Pong mechanism) (#1853)
* comp v4 setup * add a file * Finished the coding of the feature, Compiler not in the way we supposed to have * Update some of the code to better format * get tback the restrict variable name, need to switch out to solve the transpose issue * Solve the compiler issue on SHMEM conflict * roll back to compute pipeline * Add the changes from include/ck_tile * Address the comments * Merge from internal (#1857) * 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. * Add fp4 type with constants * 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. * Add scale type and mxfp conversions * Update conversions * Add conversion tests * Fix typo * 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. * Add stochastic rounding tests * 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. * Add scale <-> float conversions * Add scaled conversions with tests * Add device conversions * 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. * Format * 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. * Add fp4 vectors * Add debug tests * 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. * Add new mfma instructions and examples * Add preprocessor directives for gfx950 specific code * Fix gfx1101 build * Document test availability * Re-enable fp8 gemms for gfx94/95 * Cherry-pick GEMM Universal tests for FP8 data types * Cleanup * Add vector types and tests * Add check_err function * Add tensor generators * CK_USE_GFX94 has already been set on this branch * Fix * 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 * Add vector conversions * Fix * Fix linker errror * Clean up * Fix gfx950 conversions * Clean up * Fix more gfx950 conversions * Fix even more gfx950 conversions * Narrowing the scope of PR to OCP FP8 enablement only * Add tests for OCP FP8 vector_type storage * Fix client examples build * Fix typo * Update e8m0 casting * Rename E8M0 type * Update unpack method * Cleanup merge artifacts * 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 build * Add ckProfiler gemm instances for new mfma instructions and fix ckProfiler build on MI350 * fix clang format * Add new mfma instructions and examples * Add preprocessor directives for gfx950 specific code * Add ckProfiler gemm instances for new mfma instructions and fix ckProfiler build on MI350 * fix clang format * Fix clang format for the newly merged files * Use the existing example instances for fp16 bf16 and int8 * Remove comment on new mfma instructions in MfmaInstr * Update include/ck/tensor_operation/gpu/grid/gridwise_batched_gemm_gemm_xdl_cshuffle_v1.hpp Co-authored-by:Andriy Roshchenko <107577548+andriy-ca@users.noreply.github.com> * merge from public repo * Fix ck build * Fix ck build * Use double for max_abs_in_val * Move scaled_type_convert functions to a separate header (#251) * re-enable building mha lib and gemm_universal_f8 instances for gfx950 * Update library/src/tensor_operation_instance/gpu/CMakeLists.txt Co-authored-by:
Jing Zhang <jizhan@amd.com> Co-authored-by:
aska-0096 <haocwang@amd.com> Co-authored-by:
Jun Liu <Liu.Jun@amd.com> Co-authored-by:
Andriy Roshchenko <andriy.roshchenko@amd.com> Co-authored-by:
Rostyslav Geyyer <rosty.geyyer@amd.com> Co-authored-by:
Rostyslav Geyyer <46627076+geyyer@users.noreply.github.com> Co-authored-by:
root <root@banff-cyxtera-s83-2.ctr.dcgpu> Co-authored-by:
jefyang1 <146495389+jefyang1@users.noreply.github.com> Co-authored-by:
jefyang1 <Jeffreyj.Yang@amd.com> * Finish the integration to develop and have the correct result * Fix the gtest compilation error * Fix the gemm_basic error * clang format * switch the default pipeline to V3 * restore cron trigger (#1863) * fix the benchmark basic script * add vectorloads on non-k dim for memory pipelines (#1856) * Solving the Review comments * Support for dtypes (fp8, bf8, bf16 and fp16) for the ck_tile/03_gemm example. (#1845) * Support bf16/fb8/bf8 datatypes for ck_tile/gemm * remove commented out code. * Addressing code review comments and enabling universal_gemm for all the supported data types. * Merge conflict resolution. * Solve the memory pipeline compilation error. Merge with the new change of CShuffle * finish the feature, pass the tests * Fix the pipeline and add the benchmark script for other data types --------- Co-authored-by:
ThomasNing <thomas.ning@amd.com> * CK Tile - small fix to hotloop scheduler & KPack value. (#1867) * Use SmemPack in HotLoop scheduler * Additional debug print information * Change KPack value. Hardcode for now, as without AK1/BK1 there's no good way to determine its value. * Fix HotLoopScheduler MFMA instr parameters. * address the new comments * fix a small bug on the old * Add a host mx gemm reference kernel (#1864) * Add mx gemm reference kernel * Update copyright year * Update mx gemm example * Use element-wise ops in the reference gemm * External CI: enable amd-develop branch trigger (#1859) * Solve FMHA error * clang format * Fix the memory pipleine * sync with develop --------- Co-authored-by:
Illia Silin <98187287+illsilin@users.noreply.github.com> Co-authored-by:
jakpiase <jakub.piasecki@amd.com> Co-authored-by:
kylasa <sudhir.kylasa@amd.com> Co-authored-by:
Adam Osewski <19374865+aosewski@users.noreply.github.com> Co-authored-by:
Daniel Su <danielsu@amd.com>
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