/* Copyright (c) 2016 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 "paddle/fluid/operators/elementwise/elementwise_div_op.h" #include "paddle/fluid/operators/reduce_ops/reduce_op.cu.h" namespace ops = paddle::operators; namespace plat = paddle::platform; namespace paddle { namespace operators { template typename std::enable_if< std::is_same::value>::type ElementwiseDivGrad(const framework::ExecutionContext& ctx, const framework::Tensor* x, const framework::Tensor* y, const framework::Tensor* out, const framework::Tensor* dout, framework::Tensor* dx, framework::Tensor* dy) { int axis = ctx.Attr("axis"); const auto& dev_ctx = ctx.template device_context(); const auto place = ctx.GetPlace(); if (dx != nullptr && dy != nullptr) { dx->mutable_data(place); if (dx->IsSharedBufferWith(*dout)) { dx->clear(); dx->mutable_data(x->dims(), place); } std::vector ins = {dout, out, y}; GetGradXAndYOut( dev_ctx, place, axis, ins, dout, dx, dy, DivGradXYFunctor()); } else if (dx != nullptr && dy == nullptr) { dx->mutable_data(place); if (dx->IsSharedBufferWith(*dout)) { dx->clear(); dx->mutable_data(x->dims(), place); } std::vector ins = {dout, y}; GetGradXOrYOut(dev_ctx, place, axis, ins, dout, dx, DivGradXFunctor()); } else if (dy != nullptr && dx == nullptr) { std::vector ins = {dout, out, y}; GetGradXOrYOut( dev_ctx, place, axis, ins, dout, dy, DivGradYFunctor()); } } } // namespace operators } // namespace paddle REGISTER_OP_CUDA_KERNEL( elementwise_div, ops::ElementwiseDivKernel, ops::ElementwiseDivKernel, ops::ElementwiseDivKernel, ops::ElementwiseDivKernel, ops::ElementwiseDivKernel, ops::ElementwiseDivKernel>, ops::ElementwiseDivKernel>); REGISTER_OP_CUDA_KERNEL( elementwise_div_grad, ops::ElementwiseDivGradKernel, ops::ElementwiseDivGradKernel, ops::ElementwiseDivGradKernel, ops::ElementwiseDivGradKernel, ops::ElementwiseDivGradKernel, ops::ElementwiseDivGradKernel>, ops::ElementwiseDivGradKernel>); REGISTER_OP_CUDA_KERNEL( elementwise_div_grad_grad, ops::ElementwiseDivDoubleGradKernel, ops::ElementwiseDivDoubleGradKernel, ops::ElementwiseDivDoubleGradKernel, ops::ElementwiseDivDoubleGradKernel, ops::ElementwiseDivDoubleGradKernel, ops::ElementwiseDivDoubleGradKernel>, ops::ElementwiseDivDoubleGradKernel>);