/** * 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_IRPASS_STOPGRAD_ELIMINATE_H_ #define MINDSPORE_CCSRC_FRONTEND_OPTIMIZER_IRPASS_STOPGRAD_ELIMINATE_H_ #include "ir/anf.h" #include "base/core_ops.h" #include "frontend/optimizer/optimizer.h" #include "frontend/optimizer/anf_visitor.h" namespace mindspore::opt::irpass { // // StopGradientEliminater eliminates redundant stop_gradient nodes. // class StopGradientEliminater : public AnfVisitor { public: AnfNodePtr operator()(const OptimizerPtr &, const AnfNodePtr &start_node) override { // We assume that the start_node is a StopGradient cnode. AnfNodePtr node = start_node; AnfNodePtr input = nullptr; while ((input = GetInputStopGradient(node)) != nullptr) { node = input; } if (node != start_node) { return node; } return nullptr; } private: static inline AnfNodePtr GetInputStopGradient(const AnfNodePtr &node) { auto &input = node->cast()->inputs().at(1); if (IsPrimitiveCNode(input, prim::kPrimStopGradient)) { return input; } return nullptr; } }; } // namespace mindspore::opt::irpass #endif // MINDSPORE_CCSRC_FRONTEND_OPTIMIZER_IRPASS_STOPGRAD_ELIMINATE_H_