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9fcc1ee9fd
* Support wave32/wave64 in CK_TILE - Part 1 * remove blocksize in kernel launch * fix build error * fix clang format * fix clang format 2 * fix clang format 3 * fix fmha build error * fix fmha build 2 * fix fmha build 3 * fix build error 4 * address review comment * update change log * replace KernelBlockSize with kBlockSize * fix CI fail * fix clang format * address review comment and rebase code. * fix universal test fail --------- Co-authored-by: Lin, Qun <Quentin.Lin+amdeng@amd.com> Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>
GEMM Matrix Multiplication
This folder contains example for Block Scale 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 aquant pipeline method on the gemm calculation
make tile_example_gemm_aquant_basic -j
This will result in an executable build/bin/tile_example_gemm_aquant_basic
example
args:
-b batch size (default:1)
-m m dimension (default:1024)
-n n dimension (default:2048)
-k k dimension (default:64)
-a_layout Tensor A data layout (default: R)
-b_layout Tensor B data layout (default: R)
-c_layout Tensor C data layout (default: R)
-stride_a Tensor A stride (default:0)
-stride_b Tensor B stride (default:0)
-stride_c Tensor C stride (default:0)
-v 0. No validation, 1. Validation on CPU, 2. Validation on GPU (default:2)
-e Absolute error tolerance (default:1e-5)
-prec data type. fp16/bf16/fp8/bf8/int8 (default:fp16)
-warmup number of iterations before benchmark the kernel (default:10)
-repeat number of iterations to benchmark the kernel (default:100)
-timer gpu:gpu timer, cpu:cpu timer (default:gpu)