// Copyright (c) 2018 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 #include #include "paddle/contrib/tape/variable.h" namespace paddle { namespace tape { using VariableHandleMap = std::map>; struct OpHandle { OpHandle(const std::string &type, const VariableHandleMap &in_vars, const VariableHandleMap &out_vars, const framework::AttributeMap &attrs) : type_(type), inputs_(in_vars), outputs_(out_vars), attrs_(attrs) {} std::string type_; VariableHandleMap inputs_; VariableHandleMap outputs_; framework::AttributeMap attrs_; }; class Tape { public: void AddOp(const std::string &type, const VariableHandleMap &in_vars, VariableHandleMap out_vars, const framework::AttributeMap &attrs); void Forward(); void Backward(VariableHandle target); bool HasBeenBackwarded() { return has_been_backwarded_; } private: bool has_been_backwarded_ = false; size_t current_position_ = 0; std::vector tape_; std::shared_ptr backward_tape_; }; Tape &get_global_tape(); void reset_global_tape(); } }