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* 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>
#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)