diff options
Diffstat (limited to 'src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp')
| -rw-r--r-- | src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp | 31 |
1 files changed, 31 insertions, 0 deletions
diff --git a/src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp b/src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp index 2c9bb3cb66..b189955c04 100644 --- a/src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp +++ b/src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp @@ -52,6 +52,37 @@ using namespace arm_compute::cl_gemm; namespace { +inline bool validate_gemm_kernel(CLGEMMKernelType kernel_type) +{ + switch(kernel_type) + { + case CLGEMMKernelType::NATIVE: + case CLGEMMKernelType::RESHAPED_ONLY_RHS: + { + return true; + } + default: + { + return false; + } + } +} +//Automatically select between mlgo (prioritized) and default heuristics for gemm kernel type +inline CLGEMMKernelType auto_select_gemm_kernel(auto_heuristics::CommonQuery query, bool reshape_b_only_on_first_run) +{ + auto gemm_kernel = auto_heuristics::select_mlgo_gemm_kernel(query, reshape_b_only_on_first_run); + if(bool(gemm_kernel)) + { + if(validate_gemm_kernel(gemm_kernel.gemm_type)) + { + ARM_COMPUTE_LOG_INFO_MSG_WITH_FORMAT_CORE("Use gemm kernel from mlgo heuristics: %s.", to_string(gemm_kernel.gemm_type).c_str()); + return gemm_kernel.gemm_type; + } + } + gemm_kernel = auto_heuristics::select_default_gemm_kernel(query, reshape_b_only_on_first_run); + ARM_COMPUTE_LOG_INFO_MSG_WITH_FORMAT_CORE("Use gemm kernel from default heuristics: %s.", to_string(gemm_kernel.gemm_type).c_str()); + return gemm_kernel.gemm_type; +} // Validate lhs_info and rhs_info for native kernel inline bool validate_lhs_rhs_info_native(const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info, const ITensorInfo *a, const ITensorInfo *b, const GEMMReshapeInfo &reshape_info) { |