/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. */ #pragma once #include "operators/math/gemm/gemm_kernel.h" #include "operators/math/gemm/pack_kernel.h" namespace paddle_mobile { namespace operators { namespace math { struct SgemmStrategy { typedef float Itype; typedef float Otype; typedef void (*packLhsFunc)(const int, const int, const Itype *, const int, Itype *, const bool); typedef void (*packRhsFunc)(const int, const int, const Itype *, const int, Itype *, const bool); typedef void (*kernelFunc)(const Itype *, const Itype *, const int, Otype *, const int); typedef void (*WriteFunc)(const int, const int, const float alpha, const Otype *, const int, const float beta, Otype *, const int); packLhsFunc pack_lhs; packRhsFunc pack_rhs; kernelFunc kernel; WriteFunc write; static int out_width() { #if __aarch64__ return 16; #else return 8; #endif } static int out_height() { return 6; } SgemmStrategy() { pack_lhs = pack_lhs_6r; #if __aarch64__ pack_rhs = pack_rhs_16c; kernel = sgemm_6x16; #else pack_rhs = pack_rhs_8c; kernel = sgemm_6x8; #endif write = write_back; } }; struct I8o32gemmStrategy { typedef int8_t Itype; typedef int32_t Otype; typedef void (*kern_type)(const Itype *, const Itype *, const int, Otype *, const int); kern_type kernel; static int out_width() { return 8; } static int out_height() { #if __aarch64__ return 12; #else return 6; #endif } I8o32gemmStrategy() {} }; struct SgemvStrategy { typedef float Itype; typedef float Otype; typedef void (*kernelFunc)(const bool, const int, const int, const float, const Itype *, const int, const Itype *, const float, Otype *); kernelFunc kernel; SgemvStrategy() { kernel = sgemv_mx1; } }; struct I8o32gemvStrategy { typedef int8_t Itype; typedef int32_t Otype; typedef void (*kern_type)(const Itype *, const Itype *, const int, Otype *, const int); kern_type kernel; static int out_width() { return 1; } static int out_height() { #if __aarch64__ return 12; #else return 6; #endif } }; } // namespace math } // namespace operators } // namespace paddle_mobile