// 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); })); } void Subtract(const FDTensor& x, const FDTensor& y, FDTensor* out) { FD_VISIT_ALL_TYPES(x.dtype, "SubtractRawKernel", ([&] { SubtractRawKernel()(x, y, -1, out); })); } void Multiply(const FDTensor& x, const FDTensor& y, FDTensor* out) { FD_VISIT_ALL_TYPES(x.dtype, "MultiplyRawKernel", ([&] { MultiplyRawKernel()(x, y, -1, out); })); } void Divide(const FDTensor& x, const FDTensor& y, FDTensor* out) { FD_VISIT_ALL_TYPES(x.dtype, "DivideRawKernel", ([&] { DivideRawKernel()(x, y, -1, 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 FDTensor operator+(const FDTensor& x, const FDTensor& y) { FDTensor out; function::Add(x, y, &out); return out; } FDTensor operator-(const FDTensor& x, const FDTensor& y) { FDTensor out; function::Subtract(x, y, &out); return out; } FDTensor operator*(const FDTensor& x, const FDTensor& y) { FDTensor out; function::Multiply(x, y, &out); return out; } FDTensor operator/(const FDTensor& x, const FDTensor& y) { FDTensor out; function::Divide(x, y, &out); return out; } #define INSTANTIATE_OPERATOR(operation_type) \ template FDTensor operator operation_type(const FDTensor& x, bool y); \ template FDTensor operator operation_type(const FDTensor& x, uint8_t y); \ template FDTensor operator operation_type(const FDTensor& x, int16_t y); \ template FDTensor operator operation_type(const FDTensor& x, int y); \ template FDTensor operator operation_type(const FDTensor& x, int64_t y); \ template FDTensor operator operation_type(const FDTensor& x, float y); \ template FDTensor operator operation_type(const FDTensor& x, double y); \ template FDTensor operator operation_type(bool x, const FDTensor& y); \ template FDTensor operator operation_type(uint8_t x, const FDTensor& y); \ template FDTensor operator operation_type(int16_t x, const FDTensor& y); \ template FDTensor operator operation_type(int x, const FDTensor& y); \ template FDTensor operator operation_type(int64_t x, const FDTensor& y); \ template FDTensor operator operation_type(float x, const FDTensor& y); \ template FDTensor operator operation_type(double x, const FDTensor& y) INSTANTIATE_OPERATOR(+); INSTANTIATE_OPERATOR(-); INSTANTIATE_OPERATOR(*); INSTANTIATE_OPERATOR(/); } // namespace fastdeploy