/* * Copyright (c) 2020 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. */ #include "arm_compute/runtime/CL/gemm/CLGEMMKernelSelectionMidgard.h" #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/CL/CLKernelLibrary.h" #include "arm_compute/core/CL/gemm/CLGEMMHelpers.h" #include "arm_compute/core/GPUTarget.h" #include #include namespace arm_compute { namespace cl_gemm { CLGEMMKernelSelectionMidgard::CLGEMMKernelSelectionMidgard(GPUTarget gpu) : ICLGEMMKernelSelection(gpu) { } CLGEMMKernelType CLGEMMKernelSelectionMidgard::select_kernel(const CLGEMMKernelSelectionParams ¶ms) { // _target could be used in the future to have a dedicated heuristic for each GPU IP ARM_COMPUTE_UNUSED(_target); using FunctionExecutorPtr = CLGEMMKernelType (CLGEMMKernelSelectionMidgard::*)(unsigned int m, unsigned int n, unsigned int k, bool is_rhs_constant); // Configurations for Midgard architectures static std::map gemm_configs = { { DataType::F32, &CLGEMMKernelSelectionMidgard::default_f32 }, { DataType::F16, &CLGEMMKernelSelectionMidgard::default_f16 }, { DataType::QASYMM8, &CLGEMMKernelSelectionMidgard::default_q8 }, { DataType::QASYMM8_SIGNED, &CLGEMMKernelSelectionMidgard::default_q8 }, { DataType::QSYMM8, &CLGEMMKernelSelectionMidgard::default_q8 }, { DataType::QSYMM8_PER_CHANNEL, &CLGEMMKernelSelectionMidgard::default_q8 } }; const DataType data_type = params.data_type; if(gemm_configs.find(data_type) != gemm_configs.end()) { return (this->*gemm_configs[data_type])(params.m, params.n, params.k, params.is_rhs_constant); } ARM_COMPUTE_ERROR("Not supported data type"); } CLGEMMKernelType CLGEMMKernelSelectionMidgard::default_f32(unsigned int m, unsigned int n, unsigned int k, bool is_rhs_constant) { ARM_COMPUTE_UNUSED(n, k); // We reshape the matrices only if we do not have the vector-by-matrix case and we reshape the matrix B only once return ((m != 1) && is_rhs_constant) ? CLGEMMKernelType::RESHAPED_V1 : CLGEMMKernelType::NATIVE_V1; } CLGEMMKernelType CLGEMMKernelSelectionMidgard::default_f16(unsigned int m, unsigned int n, unsigned int k, bool is_rhs_constant) { ARM_COMPUTE_UNUSED(n, k); // We reshape the matrices only if we do not have the vector-by-matrix case and we reshape the matrix B only once return ((m != 1) && is_rhs_constant) ? CLGEMMKernelType::RESHAPED_V1 : CLGEMMKernelType::NATIVE_V1; } CLGEMMKernelType CLGEMMKernelSelectionMidgard::default_q8(unsigned int m, unsigned int n, unsigned int k, bool is_rhs_constant) { ARM_COMPUTE_UNUSED(m, n, k, is_rhs_constant); return CLGEMMKernelType::NATIVE; } } // namespace cl_gemm } // namespace arm_compute