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* Multi ABD - initial commit * Clang-foramt fix * block gemm, unify the name of CDataType * Apply chnages to mem-pipeline * Rollback prefix for DType and Layout * Gemm Kernel Basic, rename * WMMA config * Grouped GEMM * Clang-format * Dropout, name * Review v2 * Move element_wise fn to unnary, remov old ones fn * clang-format * Fix issue review * WP operator adjust to universal gemm * v2 prepare * Remove unused comment * Remove vectorsize * Rollback * Adjust pipeline for abd * Shuffle argument * CI-fail fix quant * Fix ag_br pipeline * Failing tests * Typo * Single argument support
1.2 KiB
1.2 KiB
#Multiple ABD GEMM
This folder contains example for Multiple ABD 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_abd_fp16 -j
This will result in an executable build/bin/tile_example_gemm_multi_abd_fp16
example
args:
-m M dimensions - (Default: 3840)
-n N dimensions - (Default: 4096)
-k K dimensions - (Default: 4096)
-as_layout Tensor A layout (default:R)
-bs_layout Tensor B layout (default:C)
-ds_layout Tensor D layout (default:R)
-e_layout Tensor E layout (default:R)
-stride_as Tensor A strides - (Default: 0)
-stride_bs 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)