keras::Layer Class Reference

#include "/cvmfs/nova-development.opensciencegrid.org/novasoft/releases/N21-01-21/ExoticsTriggers/KerasModel.h"

Inheritance diagram for keras::Layer:

Public Member Functions
virtual void	load_weights (std::ifstream &fin)=0
virtual keras::DataChunk *	compute_output (keras::DataChunk *)=0
	Layer (std::string name)
virtual	~Layer ()
virtual unsigned int	get_input_rows () const =0
virtual unsigned int	get_input_cols () const =0
virtual unsigned int	get_output_units () const =0
std::string	get_name ()
virtual void	load_weights (std::ifstream &fin)=0
virtual keras::DataChunk *	compute_output (keras::DataChunk *)=0
	Layer (std::string name)
virtual	~Layer ()
virtual unsigned int	get_input_rows () const =0
virtual unsigned int	get_input_cols () const =0
virtual unsigned int	get_output_units () const =0
std::string	get_name ()

Public Attributes
std::string	m_name

Detailed Description

Definition at line 106 of file KerasModel.h.

Constructor & Destructor Documentation

keras::Layer::Layer ( std::string  name )

inline

Definition at line 111 of file KerasModel.h.

: m_name(name) {}

virtual keras::Layer::~Layer ( )

inlinevirtual

Definition at line 112 of file KerasModel.h.

{}

keras::Layer::Layer ( std::string  name )

inline

Definition at line 109 of file KerasModel.h.

: m_name(name) {}

virtual keras::Layer::~Layer ( )

inlinevirtual

Definition at line 110 of file KerasModel.h.

{}

Member Function Documentation

virtual keras::DataChunk* keras::Layer::compute_output ( keras::DataChunk *  )

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

virtual keras::DataChunk* keras::Layer::compute_output ( keras::DataChunk *  )

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

virtual unsigned int keras::Layer::get_input_cols ( ) const

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

virtual unsigned int keras::Layer::get_input_cols ( ) const

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

virtual unsigned int keras::Layer::get_input_rows ( ) const

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

virtual unsigned int keras::Layer::get_input_rows ( ) const

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

std::string keras::Layer::get_name ( )

inline

Definition at line 116 of file KerasModel.h.

References string.

{ return m_name; }

std::string keras::Layer::get_name ( )

inline

Definition at line 118 of file KerasModel.h.

{ return m_name; }

virtual unsigned int keras::Layer::get_output_units ( ) const

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

virtual unsigned int keras::Layer::get_output_units ( ) const

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

virtual void keras::Layer::load_weights ( std::ifstream &  fin )

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

virtual void keras::Layer::load_weights ( std::ifstream &  fin )

pure virtual

Implemented in keras::LayerDense, keras::LayerDense, keras::LayerConv2D, keras::LayerConv2D, keras::LayerActivation, keras::LayerActivation, keras::LayerMaxPooling, keras::LayerMaxPooling, keras::LayerFlatten, and keras::LayerFlatten.

Referenced by keras::KerasModel::compute_output(), and keras::KerasModel::load_weights().

Member Data Documentation

std::string keras::Layer::m_name

Definition at line 119 of file KerasModel.h.

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The documentation for this class was generated from the following file:

• /cvmfs/nova-development.opensciencegrid.org/novasoft/releases/N21-01-21/ExoticsTriggers/KerasModel.h