/** * Copyright 2021 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 GE_GRAPH_PASSES_INFER_BASE_PASS_H_ #define GE_GRAPH_PASSES_INFER_BASE_PASS_H_ #include "graph/passes/base_pass.h" namespace ge { class InferBasePass : public BaseNodePass { public: Status Run(NodePtr &node) override; graphStatus InferAndUpdate(NodePtr &node, bool before_subgraph, std::set &changed_nodes); void PrintInOutTensors(const NodePtr &node, const std::string &phase); protected: virtual std::string SerialTensorInfo(const GeTensorDescPtr &tensor_desc) const = 0; virtual bool NeedInfer(const NodePtr &node) const; virtual graphStatus Infer(NodePtr &node) = 0; /** * Update the output TensorDesc by src TensorDesc. This will be called when updating peer node input desc. * @param src, input TensorDesc * @param dst, output TensorDesc to be updated * @return */ virtual graphStatus UpdateTensorDesc(const GeTensorDescPtr &src, GeTensorDescPtr &dst, bool &changed) = 0; /** * Update the output TensorDesc for nodes which contain subgraphs. * In dynamic multi-dims/batch/images size scene, the update process maybe different, * in which case, the `InferBasePass` will call method `UpdateOutputFromSubgraphsForMultiDims` instead. * @param src, input TensorDesc from NetOutput nodes in all subgraphs * @param dst, output TensorDesc to be updated * @return */ virtual graphStatus UpdateOutputFromSubgraphs(const std::vector &src, GeTensorDescPtr &dst) = 0; virtual graphStatus UpdateOutputFromSubgraphsForMultiDims(const std::vector &src, GeTensorDescPtr &dst) = 0; private: void AddChangedNodesImmediateRepass(const std::set &changed_nodes); bool ContainsSubgraph(const NodePtr &node); std::vector GetCurNodeSubgraphs(const NodePtr &node); graphStatus UpdateTensorDescToSubgraphData(NodePtr &node); graphStatus UpdateTensorDescToParentNodeOutput(NodePtr &node); graphStatus UpdateParentNodeContainsSubgraphs(NodePtr &node, const std::vector> &ref_out_tensors); graphStatus UpdateTensorDescToPeerInputs(NodePtr &node, std::set &changed_nodes); }; } // namespace ge #endif // GE_GRAPH_PASSES_INFER_BASE_PASS_H_