// Copyright (c) 2022 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. #include "fastdeploy/function/elementwise.h" #include "fastdeploy/function/eigen.h" #include "fastdeploy/function/elementwise_base.h" #include "fastdeploy/function/elementwise_functor.h" #include "fastdeploy/utils/utils.h" #include namespace fastdeploy { namespace function { DEFINE_ELEMENTWISE_OP(Add); DEFINE_ELEMENTWISE_OP(Multiply); DEFINE_ELEMENTWISE_OP(Subtract); DEFINE_ELEMENTWISE_OP(Divide); void Add(const FDTensor& x, const FDTensor& y, FDTensor* out) { FD_VISIT_ALL_TYPES(x.dtype, "AddRawKernel", ([&] { AddRawKernel()(x, y, -1, out); })); } FDTensor operator+(const FDTensor& x, const FDTensor& y) { FDTensor out; Add(x, y, &out); return out; } void Subtract(const FDTensor& x, const FDTensor& y, FDTensor* out) { FD_VISIT_ALL_TYPES(x.dtype, "SubtractRawKernel", ([&] { SubtractRawKernel()(x, y, -1, out); })); } FDTensor operator-(const FDTensor& x, const FDTensor& y) { FDTensor out; Subtract(x, y, &out); return out; } void Multiply(const FDTensor& x, const FDTensor& y, FDTensor* out) { FD_VISIT_ALL_TYPES(x.dtype, "MultiplyRawKernel", ([&] { MultiplyRawKernel()(x, y, -1, out); })); } FDTensor operator*(const FDTensor& x, const FDTensor& y) { FDTensor out; Multiply(x, y, &out); return out; } void Divide(const FDTensor& x, const FDTensor& y, FDTensor* out) { FD_VISIT_ALL_TYPES(x.dtype, "DivideRawKernel", ([&] { DivideRawKernel()(x, y, -1, out); })); } FDTensor operator/(const FDTensor& x, const FDTensor& y) { FDTensor out; Divide(x, y, &out); return out; } template struct MaximumRawKernel { void operator()(const FDTensor& x, const FDTensor& y, int axis, FDTensor* out) { ElementwiseCompute, T>(x, y, axis, MaximumFunctor(), out); } }; void Maximum(const FDTensor& x, const FDTensor& y, FDTensor* out) { FD_VISIT_ALL_TYPES(x.dtype, "MaximumRawKernel", ([&] { MaximumRawKernel()(x, y, -1, out); })); } } // namespace function } // namespace fastdeploy