Commit Graph

5 Commits

Author SHA1 Message Date
Aviral Goel
7dfc46d73d chore(copyright): update copyright header for test directory (#3243)
* chore(copyright): update copyright header for test directory

* chore(copyright): update copyright header for test directory
2025-11-20 10:33:34 -08:00
Aviral Goel
ac70206b2c feat: add support for bf16 for grouped_gemm & grouped_gemm_preshuffle… (#3225)
* feat: add support for bf16 for grouped_gemm & grouped_gemm_preshuffle kernel(s) along with unit test

* docs: Update CHANGELOG.MD
2025-11-18 09:32:27 -05:00
Sami Remes
d1e6f0982d [CK_TILE] Grouped GEMM tile loop (#2146)
* 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

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Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>
2025-05-20 17:18:57 +03:00
Adam Osewski
39dc25a9b8 [CK-Tile] Enable vectorized reads on all layouts & improve perf. (#1835)
* Refactor universal gemm policy.

* Adapt example to refactor changes.

* Introduce static encoding pattern

* Adding shuffled encoding patterns.

* Fix err in reverse tuple.

* Add transpose_tile2d

* Small refactoring + doc

* Enable reading on contiguous dimension in all layouts.

* Transpose A/B register tile if needed for comp v3 pipeline.

* Take contiguous dim size when calculating dram vector load size.

* A/B smem pack size taken from WarpGemm attributes

* Update B LDS layout and setup tile distribution pattern at class level.

* Fix static assert.

* Fix errors in examples.

* Formatting & fix IsTranspose

* Fix VectorSize & refactor.

* Add error loging messages.

* Fix VecLoadSize and TranspseC for mem pipeline.

* Update unit-tests & disable mem pipeline.

* Clang format

* Update include/ck_tile/core/tensor/tile_window.hpp

Co-authored-by: jakpiase <jakub.piasecki@amd.com>

* Fix compilation and reviewers comments.

* Refactor unit-test. Fallback to non-universal gemm.

Need to use GemmPipelineAGmemBGmemCRegV1 for now,
since GemmKernel is now supporting also non-K major vector reads.

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Co-authored-by: jakpiase <jakub.piasecki@amd.com>
2025-01-27 16:37:19 +01:00
Mateusz Ozga
4cb3d7d7ea Ck tile grouped GEMM example (#1713)
* Ck-tile, impl. grouped gemm

* Workspace is allocated by user, and is passed to the function

* Prepare test to new api design

* Unify GemTransKernelArgs, removing N0 param

* Add 1 to dim3 in paritioner

* Typo: gem - > gemm

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Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>
2024-12-04 21:40:01 +01:00