[CK_TILE] Multiple-D GEMM example (#2219)

* Multiple d, initial commit

* Check Ds Layout

* Readme and clang format

* Update branch & conflicts

* Multiple D - fix clang-formatter

* Rename elemetwise_op

* Fix CI

* Code review part1

* Remove printf

* Remove unnecessary comment

* Add new tests with Col layout

* Review part 2

* Added support for Multiple D GEMM

* Update comment

* Remove maybe_unused

* Clang-format

* Review part 3

* Add comment to function

* Add comment to function: another

* Take number of params for a refrence function

* Remove additional d param for 0 tensor

* Change name of function

* Fix CI fails
This commit is contained in:
Mateusz Ozga
2025-06-13 19:39:11 +02:00
committed by GitHub
parent 3a0cb27966
commit bd96ac9742
34 changed files with 2267 additions and 285 deletions

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#Multiple D GEMM
This folder contains example for Multiple D GEMM using ck_tile tile-programming implementation.
## build
```
#in the root of ck_tile
mkdir build && cd build
#you can replace < arch> with the appropriate architecture(for example gfx90a or gfx942) or \
leave it blank
sh ../script/cmake-ck-dev.sh ../ <arch>
#The basic pipeline method on the gemm calculation
make tile_example_gemm_multi_d_fp16 -j
```
This will result in an executable `build/bin/tile_example_gemm_multi_d_fp16`
## example
```
args:
-m M dimensions - (Default: 3840)
-n N dimensions - (Default: 4096)
-k K dimensions - (Default: 4096)
-a_layout Tensor A layout (default:R)
-b_layout Tensor B layout (default:C)
-ds_layout Tensor D layout (default:R)
-e_layout Tensor E layout (default:R)
-stride_a Tensor A strides - (Default: 0)
-stride_b Tensor B strides - (Default: 0)
-stride_e Tensor C strides - (Default: 0)
-stride_ds Tensor D strides - (Default: 0)
-validate 0. No validation, 1. Validation on GPU. (Default: 1)
-warmup Number of iterations before benchmark the kernel. (Default: 10)
-repeat Number of iterations to benchmark the kernel. (Default: 100)
-kbatch kbatch for SplitK. (Default 1)
```