Files
composable_kernel/experimental
Ville Pietilä 6c2ca1211a [CK_BUILDER] First fwd convolution builder implementation (#3070)
* Add experimental builder infrastructure for composable_kernel

- Add experimental/builder directory with README documentation.
- Create initial test infrastructure with CMakeLists.txt and placeholder test.
- Update root CMakeLists.txt to support CK_EXPERIMENTAL_BUILDER option.
- Update .gitignore to not treat `experimental/builder` as a CMake build directory.

This establishes the directory structure  for a high-level builder pattern that will provide a semantically-clear interface for constructing CK operations, with initial focus on convolution kernels for MIOpen integration.

* Fix clang formatting.

* Fix CMake build infrastructure for experimental builder

- Add experimental/builder CMakeLists.txt with proper subdirectory structure
- Add placeholder include/ck_tile/builder CMakeLists.txt for header installation
- Fix gtest.cmake to use include_guard to prevent multiple inclusions
- Update root CMakeLists.txt to include full builder directory instead of just tests

* Scope C++20 settingto the test code

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Remove redundant GTest::gtest linkage

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Introduce basic types, and convolution algorithm concepts and limits.

* Add convolution signature concepts.

* Add convolution factory.

* Finalize conv factory implementation for fwd convolutions.

* Add type definitions for testing.

* Add placeholder test.

* Add convolution builder definition.

* Fully functional fwd conv builder.

* Test improvements.

* Clean-up include headers.

* Enable the limit checks for the convolution algorithm parameters.

* Remove dead code.

* clang formatting.

* Add more tests and missing conv specialization argument.

* clang formatting.

* Add explicit handling of the tensor layouts.

* Add complete 2D/3D layout support to CK Builder

  - Add missing 2D layouts: GNHWC_GKYXC_GNHWK, NGCHW_GKCYX_NGKHW
  - Add missing 3D layout: GNDHWC_GKZYXC_GNDHWK
  - Add 1D layouts (NWGC, NGCW, GNWC, NGCW_GKCX) for future support
  - Add 3 tests for new 2D/3D layouts
  - All tests pass (5/5)

* Add tests for remaining 2D/3D layouts

  - Add test for 2D NGCHW_GKYXC_NGKHW (channels-first) with Filter1x1Stride1Pad0
  - Add test for 3D NDHWGC_GKZYXC_NDHWGK (channels-last)
  - All 7 tests pass (complete coverage for all 2D/3D forward layouts)

* Change enum converters to consteval.

* 7 tests with pipeline and specialization| Test # | Dim | Type | Layout               | Pipeline | Specialization          |
  |--------|-----|------|----------------------|----------|-------------------------|
  | 1      | 2D  | BF16 | NHWGC_GKYXC_NHWGK    | V1       | DEFAULT                 |
  | 2      | 2D  | FP16 | GNHWC_GKYXC_GNHWK    | V3       | FILTER_1X1_PAD0         |
  | 3      | 2D  | FP32 | NGCHW_GKCYX_NGKHW    | V4       | FILTER_1X1_STRIDE1_PAD0 |
  | 4      | 2D  | BF16 | NHWGC_GKYXC_NHWGK    | V5       | FILTER_3x3              |
  | 5      | 3D  | FP32 | NGCDHW_GKCZYX_NGKDHW | V1       | FILTER_1X1_PAD0         |
  | 6      | 3D  | BF16 | GNDHWC_GKZYXC_GNDHWK | V3       | DEFAULT                 |
  | 7      | 3D  | FP16 | NDHWGC_GKZYXC_NDHWGK | V4       | FILTER_1X1_PAD0         |

* Add missing convolution layouts and provide better compile-time error in instance traits.

* Fix clang formatting.

* Changed I8 -> S8.

* Fix signature.

* Rename concepts and corresponding members.

* Rename LDS related parameters.

* Remove ODD_C specialization. Add V2 pipeline.

* Add missing types.

* Add elementwise operation to the conv signature.

* Improve compile-time error message for unsupported elementwise ops.

* Separate different fwd conv builder tests into separate compilation units.

* Fix layout to string and add name to old CK PassThrough elementwise op.

* Enable both CK and CK Tile tensor layouts in instance traits.

* Fix clang-format.

---------

Co-authored-by: John Shumway <jshumway@amd.com>
Co-authored-by: John Shumway <john.shumwayjr@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: JH-Leon-KIM-AMD <jeonghyun.kim@amd.com>
2025-10-27 20:09:24 +02:00
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