// 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. #pragma once #include #include #include "paddle/phi/backends/cpu/cpu_context.h" #include "paddle/phi/core/dense_tensor.h" #include "paddle/phi/core/hostdevice.h" #include "paddle/phi/kernels/funcs/eigen/common.h" namespace phi { template struct GraphSendRecvSumFunctor { void operator()(const bool& first_flag, const DenseTensor& src_slice, DenseTensor* dst_slice) { auto eigen_src = phi::EigenVector::Flatten(src_slice); auto eigen_dst = phi::EigenVector::Flatten(*dst_slice); eigen_dst += eigen_src; } }; template struct GraphSendRecvMinFunctor { void operator()(const bool& first_flag, const DenseTensor& src_slice, DenseTensor* dst_slice) { auto eigen_src = phi::EigenVector::Flatten(src_slice); auto eigen_dst = phi::EigenVector::Flatten(*dst_slice); if (first_flag) { eigen_dst += eigen_src; } else { eigen_dst = eigen_dst.cwiseMin(eigen_src); } } }; template struct GraphSendRecvMaxFunctor { void operator()(const int& first_flag, const DenseTensor& src_slice, DenseTensor* dst_slice) { auto eigen_src = phi::EigenVector::Flatten(src_slice); auto eigen_dst = phi::EigenVector::Flatten(*dst_slice); if (first_flag) { eigen_dst += eigen_src; } else { eigen_dst = eigen_dst.cwiseMax(eigen_src); } } }; template void ElementwiseInnerOperation(const DenseTensor& src, DenseTensor* dst, const IndexT& src_index, const IndexT& dst_index, const bool& first_flag, Functor functor) { auto src_slice = src.Slice(src_index, src_index + 1); auto dst_slice = dst->Slice(dst_index, dst_index + 1); functor(first_flag, src_slice, &dst_slice); } } // namespace phi