* initial work on adding support of gfx12 in tile_engine for GEMM benchmarking
* add stage("Run TILE_ENGINE_GEMM Tests on gfx1201") to Jenkins config
* make tile_[m/n/k] validation arch dependent
* enable aiter and fmha test stages on gfx950
* use newer compiler for gfx950
* make sure gfx950 runs correct docker
* fix typo
* upgrade base docker for aiter
* change base docker for aiter tests
* do not add group render to ck_aiter image
* add group irc in ck_aiter docker
* do not fix the irc group id to 39
* do not set jenkins uid and gid
* skip group irc for aiter tests
* fix syntax error in dockerfile
* change the base docker for aiter tests
* add irc group back to ck_aiter docker
* Improve random number generation
* use different seed for each input (Q, K, V...);
* use deterministic generation of:
* seqstart_q/k (for group mode);
* block_table (for paged-kvcahe);
* cache_batch_idx (for kvcache);
* Extract arg_parser-related code from run functions to use them as tests
* Split examples into main programs and fmha runners, build instances separately
* Add dummy tests that use instances and runners
* Fix a missed corner case of f32->f8 conversion
When value if < min f8 denormal but > min f8 denormal / 2, it must be
rounded to min f8 denormal (i.e. 0b1), not to 0.
* Fix incorrect fp8 scales for P and O in validation code
DataTypeConfig was incorrectly compared with fp8_t.
* Add host generation of dropout random values and use it for validation
Previously host validation (reference_batched_dropout) used random
numbers generated by BlockDropout of the kernel, meaning that incorrect
generation on device (bad distribution, repeated numbers, too many zeros,
etc.) would not trigger any validation errors.
* Implement tests from smoke_test_bwd.sh
* Return result as enum to distinguish failure and missing instance
* Add tests for bwd features: bias, alibi, dropout
* Implement tests from smoke_test_fwd.sh
* Pass seqlen_q/k as vectors to fwd and bwd runners
* Add tests for fwd features: bias, alibi, dropout
* Add tests for pagedkv and splitkv
* Fix conditions when to use splitkv and pagedkv kernels
splitkv was executed only when use_kvcache which == (need_append_kvcache || use_cache_batch_idx || 0 < page_block_size).
In the SplitKV tests: the regular fwd kernel was executed if use_cache_batch_idx was not requested even when num_splitkv > 1.
In the AppendKV tests: the pagedkv kernel was executed but it often failed to find an instance.
* Add tests for appendkv
* Use is_v_rowmajor = true because there are no instances with column layout anymore
* Split public and private compile options for instances
Tests and examples need to know only about CK_TILE_FMHA_FWD_*_API.
* Improve parsing validation in bias and mask
* Pass bias as string for consistency with mask
* Catch parsing and other exceptions
* Add bwd test for deterministic flag
* Initialize fp8 tensors (-init=ufq) similarly to uf
* Fix splitkv/pagedkv invocation: use padded sk when seqlen_k_ptr is not null
seqlen_k cannot be used to determine padding when seqlen_k_ptr is
provided. The actual seqlen_k is taken from seqlen_k_ptr[b].
Even seqlen_k values (% bn0 == 0) use padded seqlen_k while seqlen_k_ptr
may contain arbitrary values.
In the example or tests this produces incorrect results with appendkv
(for example, -d=32 -s=1 -s_k=64 -s_knew=7 -vlayout=c -b=8).
* Fix use_pagedkv value when kvcache = true but page_block_size = 0
In this case block_table_ptr is nullptr which is accessed in the kernel.
* Clean up bwd tests
* Unify fwd tests for f16/bf16 and fp8
* Use better explicit instantiation declaration for fmha_bwd<2>
* Use the same seed for all tests, allow to override it with env variable
* Undo clang-format of one irrelevant file
For some reason my local clang-format-18 and the one in CI work differently.
* Do not build instances and tests on unsupported archs
* Build instance libraries as OBJECT library
* CI: Enable sccache for HIP
There are source files with LANGUAGE HIP, they need
-DCMAKE_HIP_COMPILER_LAUNCHER=sccache
* Add tests to REGRESSION_TESTS
* Fix OOB accesses in deterministic bwd due to incorrectly assumed kN0
The runner assumes kN0 = (hdim_q <= 128) ? 128 : 64 but there are
smaller tiles (for tr_load or fp32). This can create too small dq_acc_buf.
* Pass CK_TILE_FMHA_FWD_*_API as INTERFACE compile options
The instances don't actually depend on them, only examples and tests do.
Passing these definitions as INTERFACE allows to change FMHA_FWD_ENABLE_APIS
without recompiling instances that are already in ccache.
* Fix formatting and names
* Adding RapidJson Library
* Adding Json Dumps in all CK_Tile Examples
Not verified yet
* Adding json to cktile Batched Transpose
* adding json dumps to layernorm2d_fwd
* Adding json dump to flatmm_basic
* Adding RapidJson Library
* Adding Json Dumps in all CK_Tile Examples
Not verified yet
* Adding json to cktile Batched Transpose
* adding json dumps to layernorm2d_fwd
* Adding json dump to flatmm_basic
* Adding json in 03_gemm
* Add json dump to 16_batched_gemm
* Add json dump to gemm_multi_d_fp16
* Add json dump to grouped_gemm
* fix fmha_bwd/fwd
* Fix clang-format errors
exclude include/rapidjson in jenkins as its a third-party library
* Saparating function and defination.
* Update Documentation of 03_gemm
* Refactoring as per code review
* Disable fp8 instances on unsupported targets (#2592)
* Restrict building of gemm_universal_preshuffle_f8 instances to specific targets in CMakeLists.txt
* Add condition to skip gemm_xdl_universal_preshuffle_f8 instances for unsupported targets in CMakeLists.txt
* Add conditions to skip unsupported targets for gemm_universal_preshuffle_f8 and gemm_xdl_universal_preshuffle_f8 instances in CMakeLists.txt
* Refine conditions to exclude gemm_universal_preshuffle_f8 instances for unsupported targets in CMakeLists.txt
---------
Co-authored-by: AviralGoelAMD <aviralgoel@amd.com>
* fix clang format
* remove duplicate lines of code from library/src/tensor_operation_instance/gpu/CMakeLists.txt
* Fixing Readme and unifying jsondumps
* adding moe_smoothquant
* adding fused_moe
* Fixing Readme for batched_gemm
* Fixing Readme for grouped_gemm
* adding flatmm
* adding gemm_multi_d_fp16
* adding elementwise
* adding File name when json is dumped
* Fixing Reduce after merge
* adding batched_transpose
* Adding Warptile in Gemm
* Fixing Clang Format
---------
Co-authored-by: Aviral Goel <aviral.goel@amd.com>
Co-authored-by: AviralGoelAMD <aviralgoel@amd.com>
Co-authored-by: illsilin_amdeng <Illia.Silin@amd.com>
* Add CSV-driven convolution test pipeline
- Add test_grouped_convnd_fwd_dataset_xdl.cpp with CSV reader functionality
- Add complete dataset generation toolchain in test_data/
- Add Jenkins integration with RUN_CONV_COMPREHENSIVE_DATASET parameter
- Ready for comprehensive convolution testing with scalable datasets
* Update convolution test dataset generation pipeline
* add 2d, 3d dataset csv files
* Remove CSV test dataset files from repository
* Update generate_test_dataset.sh
* Fix channel division for MIOpen to CK conversion
* Remove unnecessary test files
* Fix clang-format-18 formatting issues
* TEST: Enable comprehensive dataset tests by default
* Fix test_data path in Jenkins - build runs from build directory
* Add Python dependencies and debug output for CSV generation
* Remove Python package installation - not needed
* Add better debugging for generate_test_dataset.sh execution
* Fix Jenkinsfile syntax error - escape dollar signs
* Add PyTorch to Docker image for convolution test dataset generation
- Install PyTorch CPU version for lightweight model execution
- Fixes Jenkins CI failures where CSV files were empty due to missing PyTorch
- Model generation scripts require PyTorch to extract convolution parameters
* Add debugging to understand Jenkins directory structure and CSV file status
- Print current working directory
- List CSV files in test_data directory
- Show line counts of CSV files
- Will help diagnose why tests fail in Jenkins
* Fix clang-format-18 formatting issues
- Applied clang-format-18 to test file
- Fixed brace placement and whitespace issues
* Add detailed debugging for CSV dataset investigation
- Check generated_datasets directory contents
- List all CSV files with line counts
- Show first 5 lines of main CSV file
- Applied clang-format-18 formatting
- This will help identify why CSV files are empty in Jenkins
* keep testing add pytorch installation in shell script
* Use virtual environment for PyTorch installation
- Jenkins user doesn't have permission to write to /.local
- Create virtual environment in current directory (./pytorch_venv)
- Install PyTorch in virtual environment to avoid permission issues
- Use PYTHON_CMD variable to run all Python scripts with correct interpreter
- Virtual environment will be reused if it already exists
* Remove debug code and reduce verbose logging in Jenkins
- Remove bash -x and debug commands from Jenkinsfile execute_args
- Remove all debug system() calls and getcwd from C++ test file
- Remove unistd.h include that was only needed for getcwd
- Remove debug print in CSV parser
- Add set +x to generate_test_dataset.sh to disable command echo
- Redirect Python script stdout to /dev/null for cleaner output
This makes Jenkins logs much cleaner while still showing progress messages.
* install gpu torch
* Clean up and optimize comprehensive dataset test pipeline
- Reorder Jenkinsfile execution: build -> generate data -> run test
- Remove commented-out debug code from generate_test_dataset.sh
- Ensure all files end with proper newline character (POSIX compliance)
- Keep useful status messages while removing development debug prints
- Set MAX_ITERATIONS=0 for unlimited test generation in production
* Add configuration modes to reduce test execution time
- Add --mode option (half/full) to generate_model_configs.py
- half mode (default): ~278 configs (224 2D + 54 3D) -> ~1,058 total tests
- full mode: ~807 configs (672 2D + 135 3D) -> ~3,093 total tests
- Update generate_test_dataset.sh to use CONFIG_MODE environment variable
- Keeps all model types but reduces parameter combinations intelligently
- Fixes Jenkins timeout issue (was running 3,669 tests taking 17+ hours)
- Default half mode should complete in ~4-5 hours instead of 17+ hours
* Add small mode for quick testing of comprehensive dataset
* jenkins pipeline test done
* jenkins test done
* Trigger CI build
* remove test comment and update data generation option as half
---------
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>
Configure C++ standard with a CMake variable.
Defaults to C++20, but can be set to C++17 to test backwards compatibility.
* Add validation for allowed C++ standards.
* build CK in rehl8 docker with std=c++17
---------
Co-authored-by: illsilin_amdeng <Illia.Silin@amd.com>
* update the performance test logic
* fix unstash perf logs logic
* untangle unstashing fmha logs for different archs
* run process stage after running fmha tests
* fix the processing of perf logs
* fix arguments for run_performance scripts
* Readme for GEMM Multi D
* GEMM Multi D partial Progress
* GEMM Multi D partial Progress!
* CK Tile Engine GEMM Multi D : All Python files generated
* Partial Progress
* Partial Progress
* Partial Progress
* Partial Progress : Incorrect Result
* Partial Progress : Debugging
* Partial Progress : Correct Results
* Partial Progress - Incorrect Results
* Partial Progress - Commenting Passthrough bypass logic
* Changing Passthrough to MultiplyMultiply
* Correct Results!
* Fix and debug the pass through feature
* Sample commit
* Correct Results : MultiplyMultiply
* Code Cleanup
* Removing Failed Instances
* Working code before Unary element support
* Custom Elementwise Function support and working implementation for Mul and Add
* Updating README
* Working for Passthrough
* Review Comments : Minor Fixes
* Review Comments : Minor Fixes
* Readme Updated
* Partial Changes after Rebase
* Working Code : Changes after Rebase
* Updating Jenkins file
* Removing default value changed while testing
* Configuration changes in config files
* Tile Handler changes in GEMM Multi D Tile Engine
* Tile Handler changes in GEMM Multi D Example
* Change log for Gemm Multi D in CK Tile Engine
* Configuration changes in config files
---------
Co-authored-by: ThomasNing <thomasning@amd.com>
* Modify CMakeLists to allow for splitting.
* Modify CMakeLists for data and layout logic.
* Run tests and get build artifact.
* Test new Cmakelists for speedup.
* Further improvements for speedup.
* turn off the FMHA
* turn off the automatic tile engine gemm
* minor fix
* disable the transpose test first
* Address the comment
* Jenkinsfile
* change the make thread to 64
* change the compile thread to 32
* Try to use with less OS memory space
* Have the Unity build batch size to 2
* reduce the chunk size
---------
Co-authored-by: Vidyasagar Ananthan <vidyasagar.ananthan@amd.com>
* Updating runtime log message for CK TILE ENGINE
* CKTile layout from config
* CKTile custom config for CI
* Documentation for Layout Changes
* CKTile Layout changes to Jenkins
* Fixing Clang Format
* Changes to Jenkins file to fix error
* fix(cmake-ck-dev): no longer sets invalid values as gpu arch
* style(py files): ruff formatting
* fix(cmake-ck-release): no longer sets invalid values as gpu arch
* chore(cmake-tile_engine): add reminder to uncomment user config json
* Changes to jenkin file to address more cases
* Changes to Jenkins to fix Error
* Changes to Jenkins file for fixing an error
* Update Jenkinsfile (#2517)
* Update Jenkinsfile
---------
Co-authored-by: ThruptiRajLakshmanaGowda <tlakshma@amd.com>
Co-authored-by: AviralGoelAMD <aviral.goel@amd.com>
Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>
* Adding ninja log json convertion utility
* Updating to match old ninjatracing
* Updating Jenkins to use new ninjatracing
* Ensuring v7 works
* Removing old ninjatracing from dockerfile
* Testing assignment of param fix
* Removing redundant changes
* Adding back unit test runs
* Ensuring Jenkins changes work on develop - to be reverted
* Revert "Ensuring Jenkins changes work on develop - to be reverted"
This reverts commit cf1cab4a43.
* Selective test filter initial commit.
* Expanded folder paths for parsing ninja dependencies.
* Fixing default branch name in the test evaluation script.
* Fixing paths for robustness and adding ctest command to the launch script.
* change jenkins file and few tests to upgrade CI
* Setting ninja build path.
* Fixing typo in Jenkinsfile, and wrong paths.
* Fixing typo in launch script.
* add few more tests to check CI logic
* Fixing header for shell script.
* turn off performance test by default, add option to run all unit tests
* revert dummy changes in source code to trigger tests
* make sure develop branch runs all unit tests
---------
Co-authored-by: Vidyasagar Ananthan <vidyasagar.ananthan@amd.com>
* generate and store library package for all targets
* use ninja to build packages for all targets
* make sure to use ftime-trace when using ninja
* make sure build trace only runs on gfx9
* archive lib package and stash only library package
* 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>
* build CI for gfx942 exclusively
* run the last stage in a docker with user jenkins
* update the image for the last stage
* ignore perf_log if not found
* archive and store all packages
* use ccache for building packages
