dlinear::onnx Namespace Reference

Namespace for the ONNX parser of the dlinear library. More...

Classes
class	OnnxDriver
	The OnnxDriver class reads the onnx file. More...
class	Tensor

Enumerations
enum class	NodeOpType {   Abs , Add , AveragePool , BatchNormalization ,   Concat , Constant , Conv , Dropout ,   Flatten , Gather , Gemm , GlobalAveragePool ,   Identity , LeakyRelu , LRN , MatMul ,   MaxPool , Mul , Relu , Reshape ,   Sigmoid , Sign , Slice , Softmax ,   Squeeze , Sub , Transpose , Unsqueeze }
	Type of node operation. More...

Functions
NodeOpType	parseNodeOpType (const std::string &op_type)
	Parse a string to a node operation type.

Detailed Description

Namespace for the ONNX parser of the dlinear library.

Author

Ernesto Casablanca (casab.nosp@m.lanc.nosp@m.aerne.nosp@m.sto@.nosp@m.gmail.nosp@m..com)

Copyright

2024 dlinear

Licence:

BSD 3-Clause License

Author

Ernesto Casablanca (casab.nosp@m.lanc.nosp@m.aerne.nosp@m.sto@.nosp@m.gmail.nosp@m..com)

Copyright

2024 dlinear

Licence:

BSD 3-Clause License Driver form the parsing and execution of onnx files.

The drivers reads the onnx file and uses the information in it to update the context by running all the nodes from the input to the output of the graph.

Author

Ernesto Casablanca (casab.nosp@m.lanc.nosp@m.aerne.nosp@m.sto@.nosp@m.gmail.nosp@m..com)

Copyright

2024 dlinear

Licence:

BSD 3-Clause License Type of node operation.

Author

Ernesto Casablanca (casab.nosp@m.lanc.nosp@m.aerne.nosp@m.sto@.nosp@m.gmail.nosp@m..com)

Copyright

2024 dlinear

Licence:

BSD 3-Clause License ONNX parser for the dlinear library.

Author

Ernesto Casablanca (casab.nosp@m.lanc.nosp@m.aerne.nosp@m.sto@.nosp@m.gmail.nosp@m..com)

Copyright

2024 dlinear

Licence:

BSD 3-Clause License Tensor class.

Enumeration Type Documentation

NodeOpType

enum class dlinear::onnx::NodeOpType

strong

Type of node operation.

Enumerator
Abs	Absolute value.
Add	Addition.
AveragePool	Average pooling.
BatchNormalization	Batch normalization.
Concat	Concatenation.
Constant	Constant.
Conv	Convolution.
Dropout	Dropout.
Flatten	Flatten.
Gather	Gather.
Gemm	General matrix multiplication.
GlobalAveragePool	Global average pooling.
Identity	Identity.
LeakyRelu	Leaky ReLU.
LRN	Local response normalization.
MatMul	Matrix multiplication.
MaxPool	Max pooling.
Mul	Multiplication.
Relu	ReLU.
Reshape	Reshape.
Sigmoid	Sigmoid.
Sign	Sign.
Slice	Slice.
Softmax	Softmax.
Squeeze	Squeeze.
Sub	Subtraction.
Transpose	Transpose.
Unsqueeze	Unsqueeze.

Definition at line 15 of file NodeOpType.h.

Function Documentation

parseNodeOpType()

NodeOpType dlinear::onnx::parseNodeOpType

(

const std::string &

op_type

)

Parse a string to a node operation type.

Parameters

op_type

string to parse

Returns

node operation type parsed from op_type

Definition at line 109 of file NodeOpType.cpp.