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Diffstat (limited to 'src/runtime/CL/gemm_auto_heuristics/CLGEMMAutoHeuristics.h')
-rw-r--r-- | src/runtime/CL/gemm_auto_heuristics/CLGEMMAutoHeuristics.h | 136 |
1 files changed, 136 insertions, 0 deletions
diff --git a/src/runtime/CL/gemm_auto_heuristics/CLGEMMAutoHeuristics.h b/src/runtime/CL/gemm_auto_heuristics/CLGEMMAutoHeuristics.h new file mode 100644 index 0000000000..f544715e03 --- /dev/null +++ b/src/runtime/CL/gemm_auto_heuristics/CLGEMMAutoHeuristics.h @@ -0,0 +1,136 @@ +/* + * 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 type ( @ref CLGEMMKernelType) */ +struct GEMMTypeResult +{ + GEMMTypeResult(bool valid, CLGEMMKernelType gemm_type) : valid{valid}, gemm_type{gemm_type} + { + } + /** Test if the result is valid */ + operator bool() const + { + return valid; + } + bool valid; /** If the result is valid */ + CLGEMMKernelType gemm_type; /** @ref CLGEMMKernelType */ +}; + +/** 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 */ +}; + +/** Select gemm type based on mlgo heuristics + * @param query Query + * @param reshape_b_only_on_first_run Additional query parameter if reshape b only on first run + * @return GEMMTypeResult. Result is valid if bool(GEMMTypeResult) == true and invalid otherwise + */ +GEMMTypeResult select_mlgo_gemm_kernel(const CommonQuery &query, bool reshape_b_only_on_first_run); + +/** Select gemm type based on default heuristics + * @param query Query + * @param reshape_b_only_on_first_run Additional query parameter if reshape b only on first run + * @return GEMMTypeResult. Result is valid if bool(GEMMTypeResult) == true and invalid otherwise + */ +GEMMTypeResult select_default_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 |