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183 lines
6.6 KiB
183 lines
6.6 KiB
/**
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* Copyright 2019-2020 Huawei Technologies Co., Ltd
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#ifndef INC_GRAPH_UTILS_OP_DESC_UTILS_H_
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#define INC_GRAPH_UTILS_OP_DESC_UTILS_H_
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#include <memory>
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#include <string>
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#include <vector>
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#include "graph/def_types.h"
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#include "graph/node.h"
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#include "graph/op_desc.h"
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#include "graph/operator.h"
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#include "graph/range_vistor.h"
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namespace ge {
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class OpDesc;
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using OpDescPtr = std::shared_ptr<OpDesc>;
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class OpDescUtils {
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public:
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template <class T>
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using Vistor = RangeVistor<T, std::shared_ptr<OpDesc>>;
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OpDescUtils() = default;
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~OpDescUtils() = default;
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static bool HasQuantizeFactorParams(const OpDescPtr& op_desc);
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static bool HasQuantizeFactorParams(const OpDesc& op_desc);
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static graphStatus GetQuantizeFactorParams(const OpDescPtr& op_desc, QuantizeFactorParams& quant);
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static graphStatus GetQuantizeFactorParams(const OpDesc& op_desc, QuantizeFactorParams& quant);
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static graphStatus SetQuantizeFactorParams(const OpDescPtr& op_desc, const QuantizeFactorParams& quant);
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static graphStatus SetQuantizeFactorParams(OpDesc& op_desc, const QuantizeFactorParams& quant);
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static vector<ge::NodePtr> GetConstInputNode(const ge::Node& node);
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static vector<ConstGeTensorPtr> GetInputData(const vector<ge::NodePtr>& input_nodes);
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static vector<ConstGeTensorPtr> GetWeights(const ge::Node& node);
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static vector<ConstGeTensorPtr> GetWeights(const ge::ConstNodePtr& node);
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static vector<GeTensorPtr> MutableWeights(const ge::Node& node);
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static vector<GeTensorPtr> MutableWeights(const ge::NodePtr node);
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static graphStatus SetWeights(ge::Node& node, const vector<ge::GeTensorPtr>& weights);
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static graphStatus SetWeights(ge::NodePtr node, const vector<ge::GeTensorPtr>& weights);
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static graphStatus SetWeights(ge::Node& node, const map<int, ge::GeTensorPtr>& weights_map);
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static graphStatus ClearWeights(ge::NodePtr node);
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static bool ClearInputDesc(ge::OpDescPtr op_desc, uint32_t index);
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static bool ClearInputDesc(const ge::NodePtr& node);
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static bool ClearOutputDesc(const ge::OpDescPtr& op_desc, uint32_t index);
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static bool ClearOutputDesc(const ge::NodePtr& node);
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static vector<ge::NodePtr> GetConstInputs(const ge::Node& node);
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static vector<ge::NodePtr> GetConstInputs(const ge::ConstNodePtr& node);
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static size_t GetNonConstInputsSize(const ge::Node& node);
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static size_t GetNonConstInputsSize(ge::ConstNodePtr node);
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// Index: Indicates the index of all non const inputs
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static GeTensorDesc GetNonConstInputTensorDesc(const ge::Node& node, size_t index_non_const = 0);
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static GeTensorDesc GetNonConstInputTensorDesc(const ge::ConstNodePtr& node, size_t index_non_const = 0);
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static bool GetNonConstInputIndex(const ge::Node& node, size_t index_non_const, size_t& index);
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static bool GetNonConstInputIndex(const ge::ConstNodePtr& node, size_t index_non_const, size_t& index);
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// Index: Indicates the index of all inputs
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static bool IsNonConstInput(const ge::Node& node, size_t index = 0);
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static bool IsNonConstInput(const ge::ConstNodePtr& node, size_t index = 0);
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static vector<ge::GeTensorDesc> GetNonConstTensorDesc(const ge::ConstNodePtr& node);
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static graphStatus AddConstOpToAnchor(InDataAnchorPtr in_anchor, const GeTensorPtr& tensor_ptr);
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static Operator CreateOperatorFromOpDesc(OpDescPtr op_desc);
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static Operator CreateOperatorFromNode(ge::ConstNodePtr node_ptr);
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static OpDescPtr GetOpDescFromOperator(const Operator& oprt);
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static OpDescPtr CreateConstOp(const GeTensorPtr& tensor_ptr);
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static graphStatus SetSubgraphInstanceName(const std::string& subgraph_name,
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const std::string& subgraph_instance_name, OpDescPtr& op_desc);
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private:
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static GeTensorPtr MutableWeights(ge::OpDesc& op_desc);
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static GeTensorPtr MutableWeights(ge::OpDescPtr op_desc);
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static graphStatus SetWeights(ge::OpDesc& op_desc, const GeTensorPtr weight);
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static graphStatus SetWeights(ge::OpDescPtr op_desc, const GeTensorPtr weight);
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};
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class OpDescBuilder {
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public:
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OpDescBuilder(std::string name, std::string type) : name_(std::move(name)), type_(std::move(type)) {}
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OpDescBuilder(const OpDescBuilder&) = delete;
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OpDescBuilder& operator=(const OpDescBuilder&) = delete;
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OpDescBuilder(const OpDescBuilder&&) = delete;
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OpDescBuilder& operator=(const OpDescBuilder&&) = delete;
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~OpDescBuilder() = default;
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///
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/// @brief Add input
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/// @param [in] name
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/// @return OpDescBuilder
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///
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OpDescBuilder& AddInput(const std::string& name);
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///
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/// @brief Add input
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/// @param [in] name
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/// @param [in] tensor
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/// @return OpDescBuilder
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///
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OpDescBuilder& AddInput(const std::string& name, const GeTensorDesc& tensor);
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///
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/// @brief Add dynamic input
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/// @param [in] name
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/// @param [in] num
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/// @return OpDescBuilder
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///
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OpDescBuilder& AddDynamicInput(const std::string& name, uint32_t num);
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///
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/// @brief Add dynamic input
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/// @param [in] name
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/// @param [in] num
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/// @param [in] tensor
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/// @return OpDescBuilder
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///
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OpDescBuilder& AddDynamicInput(const std::string& name, uint32_t num, const GeTensorDesc& tensor);
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///
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/// @brief Add output
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/// @param [in] name
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/// @return OpDescBuilder
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///
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OpDescBuilder& AddOutput(const std::string& name);
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///
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/// @brief Add output
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/// @param [in] name
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/// @param [in] tensor
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/// @return OpDescBuilder
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///
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OpDescBuilder& AddOutput(const std::string& name, const GeTensorDesc& tensor);
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///
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/// @brief Add dynamic output
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/// @param [in] name
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/// @param [in] num
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/// @return OpDescBuilder
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///
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OpDescBuilder& AddDynamicOutput(const std::string& name, uint32_t num);
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///
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/// @brief Add dynamic output
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/// @param [in] name
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/// @param [in] num
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/// @param [in] tensor
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/// @return OpDescBuilder
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///
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OpDescBuilder& AddDynamicOutput(const std::string& name, uint32_t num, const GeTensorDesc& tensor);
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///
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/// @brief Build op_desc
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/// @return OpDescPtr
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///
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OpDescPtr Build();
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private:
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std::string name_;
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std::string type_;
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std::vector<std::pair<std::string, GeTensorDesc>> inputs_;
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std::vector<std::pair<std::string, GeTensorDesc>> outputs_;
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};
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} // namespace ge
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#endif // INC_GRAPH_UTILS_OP_DESC_UTILS_H_
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