# Instructions for ```gemm_xdl_alpha_beta``` Example ## Docker script ```bash docker run \ -it \ --rm \ --privileged \ --group-add sudo \ -w /root/workspace \ -v ${PATH_TO_LOCAL_WORKSPACE}:/root/workspace \ rocm/tensorflow:rocm4.3.1-tf2.6-dev \ /bin/bash ``` ## Build ```gemm_xdl_alpha_beta``` ```bash mkdir build && cd build ``` ```bash # Need to specify target ID, example below is gfx908 cmake \ -D BUILD_DEV=OFF \ -D CMAKE_BUILD_TYPE=Release \ -D CMAKE_CXX_FLAGS="-DCK_AMD_GPU_GFX908 --amdgpu-target=gfx908 -O3 " \ -D CMAKE_CXX_COMPILER=/opt/rocm/bin/hipcc \ -D CMAKE_PREFIX_PATH=/opt/rocm \ .. ``` ```bash make -j gemm_xdl_alpha_beta ``` ## Run ```gemm_xdl_alpha_beta``` ```bash #arg1: verification (0=no, 1=yes) #arg2: initialization (0=no init, 1=integer value, 2=decimal value) #arg3: run kernel # of times (>1) ./example/gemm_xdl_alpha_beta 1 1 1 0.5 0.5 ``` Result (MI100 @ 1502Mhz, 184.6TFlops peak FP16) ``` a_m_k: dim 2, lengths {3840, 4096}, strides {4096, 1} b_k_n: dim 2, lengths {4096, 4096}, strides {1, 4096} c0_m_n: dim 2, lengths {3840, 4096}, strides {4096, 1} c_m_n: dim 2, lengths {3840, 4096}, strides {4096, 1} arg.a_grid_desc_k0_m_k1_{512, 3840, 8} arg.b_grid_desc_k0_n_k1_{512, 4096, 8} arg.c0_grid_desc_m_n_{ 3840, 4096} arg.c_grid_desc_m_n_{ 3840, 4096} launch_and_time_kernel: grid_dim {480, 1, 1}, block_dim {256, 1, 1} Warm up Start running 1 times... Perf: 0.936965 ms, 137.517 TFlops, 102.959 GB/s error: 0 max_diff: 0, 558.5, 558.5 ```