* Add TailHandler for V3, V4 and Mem pipelines
* Adapt examples and tests to use TailHandler
* move tail-handling logic to pipeline in persistent grouped gemm
* Fix Mem pipeline dispatching, add CompV4 dispatching
* Use a macro for handling the many tails of Mem pipeline
* Fix formatting again
* Use const-ref RunFunction, remove unnecessary try_run
* Fixed cmake errors related to gemm_bilinear. Previously, if the above flags are set, cmake build fails: GPU_TARGETS="gfx1100;gfx1201" -D DTYPES="fp16;bf16;fp8"
* Fixed cmake build errors related to test_fp8
* Updates to support mixed precision
* Adding support for RRR, F8xF16xF16 gemm_universal_wmma - wip
* Added support for F8xF16xF16 to gemm_wmma_universal
* Added support for F16xF8xF16 to gemm_wmma_universal
* Added support for BF16xI4xBF16 to gemm_wmma_universal
* Added support for F16xI4xF16 to gemm_wmma_universal
* Fixed IsSupportedArgument to check ComputeTypeA, ComputeTypeB instead of ADataType, BDataType
* Added missing test class for FP16_KM_NK
* Pre-commit hooks fixes
* Added padding instances for f16xf16xf16
* Fixed cmake errors related to gemm_bilinear. Previously, if the above flags are set, cmake build fails: GPU_TARGETS="gfx1100;gfx1201" -D DTYPES="fp16;bf16;fp8"
* Fixed cmake build errors related to test_fp8
* Ammending changes for adding support for padding instances for f16xf16xf16
* Fixes for padding instances for f16xf16xf16
* Added padding instances for bf16xbf16, f8xf8
* Added packed instances for bf16xi4xbf16
* Added padding instances for f8xf16xf16
* Added padding instances for f16xf8xf16, f16xi4xf16
* Fixed typos for bf16xbf16xbf16 padding instances
* Fixed typos for padded instances
* Added tests for fp16, KM_KN and KM_NK
* Padding not supported for when BDataType is pk_i4_t. Added fix for correct check and removed padding instances.
* Fixed typos
* Updated the set of tests for FP16
* Updated the set of tests for FP16
* Fix typo
* Moved f16xi4 test under the correct data layout group
* example for gemm_universal_bf16
* Adding examples for gemm_wmma instances
* Added the missing parameters
* Fixed review comments and added executable to cmakeLists
* Fixing clang format
* Fixing build erros
* Fixed compilation failure.
* Modified some code as per gemm_universal_examples
* Fixed the gemm specialization error
* Fixed the build errors.
* Fix strides of a/b_thread_desc
The descriptors are larger than needed (even though the compiler don't alloc registers for unused values).
* Load in M/NRepeat dims with thread copy's slice instead of a loop
* Clone BlockwiseGemmXdlops_pipeline_v1 for WMMA implementation
* Implement Intrawave and Interwave variants of pipeline v1
* Add instances for Interwave and Intrawave v1
* Add instances with ABlockLdsExtraM and BBlockLdsExtraN = 0
* Remove instances that are too slow (mostly because of register spilling)
* Add a workaround for fp8/bf8->f32 packed conversion issue
* Add instances for Interwave and Intrawave v1
* Enable profiling of mixed precision with f8 and int4 on WMMA
* Fix segfault in profiler when B is pk_i4_t
b_device_buf's size in bytes is larger than b_k_n_permute so b_device_buf.ToDevice reads out-of-bounds.
* Remove instances that are too slow (mostly because of register spilling)
* Add missing add_device_gemm_wmma_universal_f8_f8_bf16 declarations
* Add test case for bf16_i4
* Add missing Regular tests
* Add test_gemm_universal_xdl/wmma_fp16 to REGRESSION_TESTS
They take more than 30 seconds
* Fix a bug that fp16_i4 validation passes only with PermuteB
A permutation required by conversion from pk_i4_t to half_t does not
depend on PermuteB, they can be used independently.
* Use PermuteB with f16_i4 in most instances (as xdl)
Some instances use PermuteB = false for checking correctness.
See also the previous commit.
* Fix cache flushing for pk_i4
* Add mixed precision examples
* Disable all tests and instances with f8 on gfx11
Even though f8_f16 and f16_f8 don't require f8 WMMA instructions,
gfx11 still lacks hardware instructions for fast f8->f32 conversion.
* Add FP16 KM_NK and KM_KN test suites for XDL
These tests were added to common .inc for better testing of WMMA instances
* Fix int8 DTYPES check for gemm_bilinear
---------
Co-authored-by: Anca Hamuraru <anca@streamhpc.com>
Co-authored-by: Apoorva Kalyani <apoorva@streamhpc.com>
* Add constraint on traits/tile/pipeline
* Use kM0=128 if max_seqlen_q == 8192
* Re-format codegen script
* Remove redundant attr name postix
* Fix import error: default field in dataclass
* Use kK0=64 & kK1=64 to hide latency
* Use CU utilization to decide tile size
* Add trait to use a persistent kernel and split the entrypoints in grouped gemm
* Some helper functions for persistent kernel case
* Get max occupancy grid using device properties
* Implement tile loop in main entry point to grouped gemm
* Enable GridSize() on device
* Handle offset tile index using real current block index
* Add persistent kernel choice to grouped gemm example
* Use a for-loop for iterating over the group
* Reduce VGPR spills by early-exit
* Enable persistent kernel choice in grouped_gemm example
* Add persistent kernel option to grouped_gemm test
* Fix formatting with remod.py
* Remove GridUpdateBlocks as blocks are now iteratively computed
* Add comment about VGPR spilling
* Fix formatting
* Use CK_TILE_HOST instead of __host__
* Enable all Row/Col combinations in grouped gemm unit test
* Add some KBatch=2 cases to grouped gemm tests
* Fix SplitK for grouped gemm
* Enable pipeline hotloop/tailnumber selection in-kernel for grouped gemm
* Add type traits
* Split examples to regular and tileloop
* Formatting
* Use hipExtStreamGetCUMask to get current active CUs for the given stream
* Align test and example kernel config, and disable validation for splitk repeats
* Remove debug options from CMakeLists.txt
* Separate the code paths for persistent/non-persistent in test
* Fix formatting
* Address review comments
---------
Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>
* Add logic to use new mfma instructions for fp8 bf8
* Fix example_gemm_xdl_fp8_pk_i4_bpreshuffle_v3 on gfx950 and run clang format
* Update include/ck/tensor_operation/gpu/warp/xdlops_gemm.hpp
Co-authored-by: Andriy Roshchenko <107577548+andriy-ca@users.noreply.github.com>
* Fix intrin_mfma f8 calls due to merge mistake
---------
Co-authored-by: Andriy Roshchenko <107577548+andriy-ca@users.noreply.github.com>
* make the work compiled
* Solved the example code, but still have the profiler error
* Finished the feature
* Clang format and update the CHANGELOG
* solve the preshuffle v1 & v2 problem
* Comment Addressed
* Comment Addressed
* Shared Memory for single data point
* CKTile Transpose vectorize CP1
* CKTile Transpose vectorize CP2
* CKTile Transpose vectorize CP2.1
* fixed the compile error of the transpose tile 2d
* Have the correct result for the current test sample
* Changes to printing tensor
* fp8 support added
* Debugging for transpose
* solving the corner issue
* Changed padding flag
* Intermideate Debugging
* Intermidiate Debugging
* Intermediate Debugging
* Finished debugging of the transpose op
* Code Cleanup
* Adding edge case smoke tests
* Adding Transpose test to CI/CD
* Adding Transpose test to CI/CD
* Adding Transpose test to CI/CD
* Addressing Review Comment
* Addressing Comments
* Addressing Comments
* Measuring Perf Tests
* Code Cleanup
* Changlog
* Added the running iterations
* clang format
* Fix the changelog
* Fix the compilation error
* change the printing factor
---------
Co-authored-by: ThruptiRajLakshmanaGowda <tlakshma@amd.com>
* sync with function interface of cshuffleepiloge,fix flatmm build fail
* move code from solin/flatmm which add mfma16*16*32fp8 and optimize flatmm
---------
Co-authored-by: solin <bingzhou@amd.com>
* Test Copy kernel code for testing tile distribution logic
* Fix the error
* Solved the problem
* Updated comments and document formatting
* Removed unused tile distribution and code cleanup
* Added README.md and formatting for CI/CD.
---------
Co-authored-by: ThomasNing <thomas.ning@amd.com>
* Add gemm_mx_fp8_bf8 example with row-major B
* Add more overloads of MX MFMA instructions
* Add MK_KN (RRR) tests
* Add KM_NK (CCR) tests
* Add more problem sizes to Large tests
* Add test_gemm_mx to the list of regression tests
* add ck tile examples to package
* Update jenkinsfile
* fix for jenkinsfile
* fix for building ck tile code on non gfx9
* compile ck tile examples only for gfx94
* include ck tile examples in all target
* fix for basic gemm UseStructuredSparsity
* Update CMakeLists.txt
* Update gemm_pipeline_problem.hpp
* add targets to rocm install
---------
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
* draft v_mfma_f32_16x16x32_bf16
* fix error config and add debug code.
* Solve the CShuffle Problem
* draft v_mfma_f32_16x16x32_bf16
* fix error config and add debug code.
* Solve the CShuffle Problem
* fix error while testing new command
* Finished the feature of new mfma 16*16*32
* Addressed the comment
---------
Co-authored-by: ThomasNing <thomas.ning@amd.com>
* add preshuffle gemm fp16
* clang format and test ok
* Update gemm_multiply_multiply_xdl_fp16_bpreshuffle.cpp
remove useless comments in example
* Update gemm_multiply_multiply_xdl_fp16_bpreshuffle.cpp
remove 2
---------
Co-authored-by: coderfeli <coderfeli@163.com>
