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node_parser.h 3.88 KB
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sunsuodong 提交于 2022-05-05 21:23 . fix api doc
/**
* 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 MINDSPORE_LITE_INCLUDE_REGISTRY_NODE_PARSER_H_
#define MINDSPORE_LITE_INCLUDE_REGISTRY_NODE_PARSER_H_
#include <map>
#include <memory>
#include <string>
#include <vector>
#include "include/registry/converter_context.h"
#include "ops/base_operator.h"
namespace onnx {
class GraphProto;
class NodeProto;
} // namespace onnx
namespace caffe {
class LayerParameter;
} // namespace caffe
namespace tensorflow {
class NodeDef;
} // namespace tensorflow
namespace tflite {
struct OperatorT;
struct SubGraphT;
struct ModelT;
} // namespace tflite
namespace mindspore {
namespace ops {
/// \brief PrimitiveC defined a base class for storing properties
using BaseOperatorPtr = api::SharedPtr<ops::BaseOperator>;
} // namespace ops
namespace converter {
/// \brief NodeParser defined a base class for parsing node's attributes.
class MS_API NodeParser {
public:
/// \brief Constructor.
NodeParser() = default;
/// \brief Destructor.
virtual ~NodeParser() = default;
/// \brief Method to parse node of ONNX.
///
/// \param[in] onnx_graph Define the onnx graph, which contains all information about the graph.
/// \param[in] onnx_node Define the node to be resolved.
///
/// \return PrimitiveC Attribute storage.
virtual ops::BaseOperatorPtr Parse(const onnx::GraphProto &onnx_graph, const onnx::NodeProto &onnx_node) {
return nullptr;
}
/// \brief Method to parse node of CAFFE.
///
/// \param[in] proto Define the node which contains attributes.
/// \param[in] weight Define the node which contains weight information.
///
/// \return PrimitiveC Attribute storage.
virtual ops::BaseOperatorPtr Parse(const caffe::LayerParameter &proto, const caffe::LayerParameter &weight) {
return nullptr;
}
/// \brief Method to parse node of TF.
///
/// \param[in] tf_op Define the node to be resolved.
/// \param[in] tf_node_map Define the all nodes of the graph.
/// \param[in] inputs Define the input name, that determines which inputs will be parsed including their order.
/// Determined by user.
/// \param[in] output_size Define the output num of current node, which need to be determined by user.
///
/// \return PrimitiveC Attribute storage.
virtual ops::BaseOperatorPtr Parse(const tensorflow::NodeDef &tf_op,
const std::map<std::string, const tensorflow::NodeDef *> &tf_node_map,
std::vector<std::string> *inputs, int *output_size) {
return nullptr;
}
/// \brief Method to parse node of TFLITE
///
/// \param[in] tflite_op Define the node to be resolved.
/// \param[in] tflite_subgraph Define the subgraph to be resolved.
/// \param[in] tflite_model Define the model, which contains all information abort the graph.
///
/// \return PrimitiveC Attribute storage.
virtual ops::BaseOperatorPtr Parse(const std::unique_ptr<tflite::OperatorT> &tflite_op,
const std::unique_ptr<tflite::SubGraphT> &tflite_subgraph,
const std::unique_ptr<tflite::ModelT> &tflite_model) {
return nullptr;
}
};
/// \brief NodeParserPtr defined a shared_ptr type.
using NodeParserPtr = std::shared_ptr<NodeParser>;
} // namespace converter
} // namespace mindspore
#endif // MINDSPORE_LITE_INCLUDE_REGISTRY_NODE_PARSER_H_
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