// 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 "paddle/phi/kernels/funcs/for_range.h" namespace phi { namespace funcs { template struct StackFunctor { HOSTDEVICE StackFunctor(const VecXType &x, T *y, int n, int post) : x_(x), y_(y), n_(n), post_(post) {} HOSTDEVICE void operator()(int idx) { int i = idx / (n_ * post_); int which_x = idx / post_ - i * n_; int x_index = i * post_ + idx % post_; y_[idx] = x_[which_x][x_index]; } private: VecXType x_; T *y_; int n_; int post_; }; template struct StackGradFunctor { HOSTDEVICE StackGradFunctor(const VecDxType &dx, const T *dy, int n, int post) : dx_(dx), dy_(dy), n_(n), post_(post) {} HOSTDEVICE void operator()(int idx) { int i = idx / (n_ * post_); int which_x = idx / post_ - i * n_; int x_index = i * post_ + idx % post_; if (dx_[which_x] != nullptr) dx_[which_x][x_index] = dy_[idx]; } private: VecDxType dx_; const T *dy_; int n_; int post_; }; template static inline void StackFunctorForRange(const DeviceContext &ctx, const VecXType &x, T *y, int total_num, int n, int post) { phi::funcs::ForRange for_range(ctx, total_num); for_range(StackFunctor(x, y, n, post)); } template static inline void StackGradFunctorForRange(const DeviceContext &ctx, const VecDxType &dx, const T *dy, int total_num, int n, int post) { phi::funcs::ForRange for_range(ctx, total_num); for_range(StackGradFunctor(dx, dy, n, post)); } } // namespace funcs } // namespace phi