/** * Copyright 2020 Huawei Technologies Co., Ltd * * 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. */ #ifndef MINDSPORE_CCSRC_FRONTEND_OPTIMIZER_AD_ADJOINT_H_ #define MINDSPORE_CCSRC_FRONTEND_OPTIMIZER_AD_ADJOINT_H_ #include #include #include #include "ir/anf.h" #include "frontend/optimizer/opt.h" namespace mindspore { namespace ad { class Adjoint { public: Adjoint(const AnfNodePtr &primal, const AnfNodePtr &k, const FuncGraphPtr &caller); ~Adjoint() = default; AnfNodePtr primal(); AnfNodePtr k(); void UpdateK(const AnfNodePtr &k); void RegisterKUser(const CNodePtr &user, size_t index); AnfNodePtr dout(); void AccumulateDout(const AnfNodePtr &dout_factor); void RegisterDoutUser(const CNodePtr &user, size_t index); void CallDoutHole(); private: AnfNodePtr primal_; FuncGraphPtr caller_; // For ```def f(x): return expr```, The representation graph k is ```def kf(kx): return expr, bprop{expr}```. AnfNodePtr k_; std::vector> k_user_; AnfNodePtr dout_; AnfNodePtr dout_hole_; std::vector> dout_user_; }; using AdjointPtr = std::shared_ptr; } // namespace ad } // namespace mindspore #endif // MINDSPORE_CCSRC_FRONTEND_OPTIMIZER_AD_ADJOINT_H_