/* * Copyright (c) 2021 Arm Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifndef SRC_RUNTIME_CL_GEMM_AUTO_HEURISTICS_CL_GEMM_AUTO_HEURISTICS_H #define SRC_RUNTIME_CL_GEMM_AUTO_HEURISTICS_CL_GEMM_AUTO_HEURISTICS_H #include "arm_compute/core/GPUTarget.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/CL/CLTypes.h" namespace arm_compute { namespace cl_gemm { namespace auto_heuristics { /** A collection of adaptor functions that enable the auto selection between mlgo-based heuristics and default heuristics */ /** Common query */ struct CommonQuery { GPUTarget gpu_target; /**< Which @ref GPUTarget to query about */ DataType data_type; /**< Data type */ unsigned int m; /**< Number of rows for the lhs matrix. Lhs matrix NOT transposed */ unsigned int n; /**< Number of columns for the rhs matrix. Rhs matrix NOT transposed */ unsigned int k; /**< Number of rows for the rhs matrix. Rhs matrix NOT transposed */ unsigned int b; /**< Batch size */ }; /** Result of querying about GEMM config ( @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo) */ struct GEMMConfigResult { GEMMConfigResult(bool valid, const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info) : valid{ valid }, lhs_info{ lhs_info }, rhs_info{ rhs_info } { } /** Test if the result is valid */ operator bool() const { return valid; } bool valid; /** If the result is valid */ GEMMLHSMatrixInfo lhs_info; /** @ref GEMMLHSMatrixInfo */ GEMMRHSMatrixInfo rhs_info; /** @ref GEMMRHSMatrixInfo */ }; /** Automatically select between mlgo and default heuristics to choose @ref CLGEMMKernelType * @param query Query * @param reshape_b_only_on_first_run Additional query parameter if reshape b only on first run * @return CLGEMMKernelType */ CLGEMMKernelType auto_select_gemm_kernel(const CommonQuery &query, bool reshape_b_only_on_first_run); /** Select gemm config based on mlgo heuristics * @param query Query * @return GEMMConfigResult. Result is valid if bool(GEMMCOnfigResult) == true and invalid otherwise */ GEMMConfigResult select_mlgo_gemm_config_reshaped_only_rhs(const CommonQuery &query); /** Select gemm config based on default heuristics * @param query Query * @return GEMMConfigResult. Result is valid if bool(GEMMCOnfigResult) == true and invalid otherwise */ GEMMConfigResult select_default_gemm_config_reshaped_only_rhs(const CommonQuery &query); /** Select gemm config based on mlgo heuristics * @param query Query * @return GEMMConfigResult. Result is valid if bool(GEMMCOnfigResult) == true and invalid otherwise */ GEMMConfigResult select_mlgo_gemm_config_reshaped(const CommonQuery &query); /** Select gemm config based on default heuristics * @param query Query * @return GEMMConfigResult. Result is valid if bool(GEMMCOnfigResult) == true and invalid otherwise */ GEMMConfigResult select_default_gemm_config_reshaped(const CommonQuery &query); /** Select gemm config based on mlgo heuristics * @param query Query * @return GEMMConfigResult. Result is valid if bool(GEMMCOnfigResult) == true and invalid otherwise */ GEMMConfigResult select_mlgo_gemm_config_native(const CommonQuery &query); /** Select gemm config based on default heuristics * @param query Query * @return GEMMConfigResult. Result is valid if bool(GEMMCOnfigResult) == true and invalid otherwise */ GEMMConfigResult select_default_gemm_config_native(const CommonQuery &query); } // namespace auto_heuristics } // namespace cl_gemm } // namespace arm_compute #endif // SRC_RUNTIME_CL_GEMM_AUTO_HEURISTICS_CL_GEMM_AUTO_HEURISTICS_H