Class NodeParser

• Defined in File node_parser.h

Class Documentation

class NodeParser

NodeParser defined a base class for parsing node’s attributes.

Public Functions

NodeParser() = default

Constructor.

virtual ~NodeParser() = default

Destructor.

inline virtual ops::BaseOperatorPtr Parse(const onnx::GraphProto &onnx_graph, const onnx::NodeProto &onnx_node)

Method to parse node of ONNX.

Parameters

• onnx_graph – [in] Define the onnx graph, which contains all information about the graph.

• onnx_node – [in] Define the node to be resolved.

Returns

PrimitiveC Attribute storage.

inline virtual ops::BaseOperatorPtr Parse(const caffe::LayerParameter &proto, const caffe::LayerParameter &weight)

Method to parse node of CAFFE.

Parameters

• proto – [in] Define the node which contains attributes.

• weight – [in] Define the node which contains weight information.

Returns

PrimitiveC Attribute storage.

inline 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)

Method to parse node of TF.

Parameters

• tf_op – [in] Define the node to be resolved.

• tf_node_map – [in] Define the all nodes of the graph.

• inputs – [in] Define the input name, that determines which inputs will be parsed including their order. Determined by user.

• output_size – [in] Define the output num of current node, which need to be determined by user.

Returns

PrimitiveC Attribute storage.

inline 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)

Method to parse node of TFLITE.

Parameters

• tflite_op – [in] Define the node to be resolved.

• tflite_subgraph – [in] Define the subgraph to be resolved.

• tflite_model – [in] Define the model, which contains all information abort the graph.

Returns

PrimitiveC Attribute storage.