This is a base abstraction Layer - all DNN Layers inherit from this class. More...

#include <ie_layers.h>

Inheritance diagram for InferenceEngine::CNNLayer:

[legend]

Collaboration diagram for InferenceEngine::CNNLayer:

Public Types
using	Ptr = std::shared_ptr< CNNLayer >
	A shared pointer to CNNLayer.

Public Member Functions
	CNNLayer (const LayerParams &prms)
	A constructor. Creates a new CNNLayer instance and initializes layer parameters with the given values. More...

virtual	~CNNLayer ()
	A virtual destructor.

void	fuse (Ptr &layer)
	Sets a layer to be fused with. More...

virtual const DataPtr	input () const
	Returns the first element of the input data for this layer. More...

void	validateLayer ()
	Checks if the input data and layer data are legitimate.

float	GetParamAsFloat (const char *param, float def) const
	Gets float value for the given parameter. More...

float	GetParamAsFloat (const char *param) const
	Returns a float value for the given layer parameter. More...

std::vector< float >	GetParamAsFloats (const char *param, std::vector< float > def) const
	Returns a vector of float values for the given parameter or returns the default value. More...

std::vector< float >	GetParamAsFloats (const char *param) const
	Returns a vector of float values for the given parameter. More...

int	GetParamAsInt (const char *param, int def) const
	Returns an integer value for the given parameter or returns the default value. More...

int	GetParamAsInt (const char *param) const
	Returns an integer value for the given parameter. More...

std::vector< int >	GetParamAsInts (const char *param, std::vector< int > def) const
	Returns a vector of int values for the given parameter or returns the default value. More...

std::vector< int >	GetParamAsInts (const char *param) const
	Returns a vector of int values for the given parameter. More...

unsigned int	GetParamAsUInt (const char *param, unsigned int def) const
	Returns an unsigned integer value for the given parameter or returns the default value. More...

unsigned int	GetParamAsUInt (const char *param) const
	Returns an unsigned integer value for the given parameter. More...

std::vector< unsigned int >	GetParamAsUInts (const char *param, std::vector< unsigned int > def) const
	Returns a vector of unsigned int values for the given parameter or returns the default value. More...

std::vector< unsigned int >	GetParamAsUInts (const char *param) const
	Returns a vector of unsigned int values for the given parameter. More...

bool	GetParamAsBool (const char *param, bool def) const
	Returns a boolean value for the given parameter. More...

bool	GetParamAsBool (const char *param) const
	Returns a boolean value for the given parameter. More...

std::string	GetParamAsString (const char param, const char def) const
	Returns a string value for the given parameter or returns the default one. More...

bool	CheckParamPresence (const char *param) const
	Checks the param presence in the layer. More...

std::string	GetParamAsString (const char *param) const
	Returns a string value for the given parameter. More...

std::vector< std::string >	GetParamAsStrings (const char *param, std::vector< std::string > def) const

Static Public Member Functions
static float	ie_parse_float (const std::string &str)
	Parse string with float in accordance with IE rules. More...

static std::string	ie_serialize_float (float value)
	serialize float with c_locale formating used for default values serializing

Data Fields
std::string	name
	Layer name.

std::string	type
	Layer type.

Precision	precision
	Layer base operating precision.

std::vector< DataPtr >	outData
	A vector of pointers to the output data elements of this layer in the di-graph (order matters)

std::vector< DataWeakPtr >	insData
	A vector of weak pointers to the input data elements of this layer in the di-graph (order matters)

Ptr	_fusedWith
	If suggested to fuse - a pointer to the layer which needs to be fused with this layer.

UserValue	userValue
	Convenience user values to store in this object as extra data.

std::string	affinity
	Layer affinity set by user.

std::map< std::string, std::string >	params
	Map of pairs: (parameter name, parameter value)

std::map< std::string, Blob::Ptr >	blobs
	Map of pairs: (name, weights/biases blob)

Detailed Description

This is a base abstraction Layer - all DNN Layers inherit from this class.

Constructor & Destructor Documentation

§ CNNLayer()

InferenceEngine::CNNLayer::CNNLayer ( const LayerParams & prms )

inlineexplicit

A constructor. Creates a new CNNLayer instance and initializes layer parameters with the given values.

Parameters

prms	Basic common parsing parameters

Member Function Documentation

§ CheckParamPresence()

bool InferenceEngine::CNNLayer::CheckParamPresence ( const char * param ) const

inline

Checks the param presence in the layer.

Parameters

param Name of the layer parameter

Returns: a bool depending param presence

§ fuse()

void InferenceEngine::CNNLayer::fuse ( Ptr & layer )

inline

Sets a layer to be fused with.

Parameters

layer Reference to the layer to be fused with

§ GetParamAsBool() [1/2]

bool InferenceEngine::CNNLayer::GetParamAsBool	(	const char *	param,
		bool	def
	)		const

inline

Returns a boolean value for the given parameter.

The valid values are (true, false, 1, 0).

Parameters

param	Name of the layer parameter
def	Default value of the parameter if not found

Returns: A bool value for the specified parameter

§ GetParamAsBool() [2/2]

bool InferenceEngine::CNNLayer::GetParamAsBool ( const char * param ) const

inline

Returns a boolean value for the given parameter.

Parameters

param Name of the layer parameter

Returns: A bool value for the specified parameter

§ GetParamAsFloat() [1/2]

float InferenceEngine::CNNLayer::GetParamAsFloat	(	const char *	param,
		float	def
	)		const

inline

Gets float value for the given parameter.

Parameters

param	name of the parameter to find
def	default value of the parameter if not found

Returns: float value

§ GetParamAsFloat() [2/2]

float InferenceEngine::CNNLayer::GetParamAsFloat ( const char * param ) const

inline

Returns a float value for the given layer parameter.

Parameters

param Name of the layer parameter

Returns: A float value for the specified parameter

§ GetParamAsFloats() [1/2]

std::vector<float> InferenceEngine::CNNLayer::GetParamAsFloats	(	const char *	param,
		std::vector< float >	def
	)		const

inline

Returns a vector of float values for the given parameter or returns the default value.

Parameters

param	Name of the layer parameter
def	Default value of the parameter if not found

Returns: vector of float values

§ GetParamAsFloats() [2/2]

std::vector<float> InferenceEngine::CNNLayer::GetParamAsFloats ( const char * param ) const

inline

Returns a vector of float values for the given parameter.

Parameters

param Name of the layer parameter

Returns: vector of float values

§ GetParamAsInt() [1/2]

int InferenceEngine::CNNLayer::GetParamAsInt	(	const char *	param,
		int	def
	)		const

inline

Returns an integer value for the given parameter or returns the default value.

Parameters

param	Name of the layer parameter
def	Default value of the parameter if not found

Returns: An int value for the specified parameter

§ GetParamAsInt() [2/2]

int InferenceEngine::CNNLayer::GetParamAsInt ( const char * param ) const

inline

Returns an integer value for the given parameter.

Parameters

param Name of the layer parameter

Returns: An int value for the specified parameter

§ GetParamAsInts() [1/2]

std::vector<int> InferenceEngine::CNNLayer::GetParamAsInts	(	const char *	param,
		std::vector< int >	def
	)		const

inline

Returns a vector of int values for the given parameter or returns the default value.

Parameters

param	Name of the layer parameter
def	Default value of the parameter if not found

Returns: vector of int values

§ GetParamAsInts() [2/2]

std::vector<int> InferenceEngine::CNNLayer::GetParamAsInts ( const char * param ) const

inline

Returns a vector of int values for the given parameter.

Parameters

param Name of the layer parameter

Returns: vector of int values

§ GetParamAsString() [1/2]

std::string InferenceEngine::CNNLayer::GetParamAsString	(	const char *	param,
		const char *	def
	)		const

inline

Returns a string value for the given parameter or returns the default one.

Parameters

param	Name of the layer parameter
def	Default value of the parameter if not found

Returns: A string value

§ GetParamAsString() [2/2]

std::string InferenceEngine::CNNLayer::GetParamAsString ( const char * param ) const

inline

Returns a string value for the given parameter.

Throws exception if parameter was not found.

Parameters

param Name of the layer parameter

Returns: A string value

§ GetParamAsUInt() [1/2]

unsigned int InferenceEngine::CNNLayer::GetParamAsUInt	(	const char *	param,
		unsigned int	def
	)		const

inline

Returns an unsigned integer value for the given parameter or returns the default value.

Parameters

param	Name of the layer parameter
def	Default value of the parameter if not found

Returns: An unsigned integer value for the specified parameter

§ GetParamAsUInt() [2/2]

unsigned int InferenceEngine::CNNLayer::GetParamAsUInt ( const char * param ) const

inline

Returns an unsigned integer value for the given parameter.

Parameters

param Name of the layer parameter

Returns: An unsigned integer value for the specified parameter

§ GetParamAsUInts() [1/2]

std::vector<unsigned int> InferenceEngine::CNNLayer::GetParamAsUInts	(	const char *	param,
		std::vector< unsigned int >	def
	)		const

inline

Returns a vector of unsigned int values for the given parameter or returns the default value.

Parameters

param	Name of the layer parameter
def	Default value of the parameter if not found

Returns: vector of unsigned int values

§ GetParamAsUInts() [2/2]

std::vector<unsigned int> InferenceEngine::CNNLayer::GetParamAsUInts ( const char * param ) const

inline

Returns a vector of unsigned int values for the given parameter.

Parameters

param Name of the layer parameter

Returns: vector of unsigned int values

§ ie_parse_float()

static float InferenceEngine::CNNLayer::ie_parse_float ( const std::string & str )

inlinestatic

Parse string with float in accordance with IE rules.

Parameters

str	input string with float value

Returns: float value if parsing was successful

Exceptions

InferenceEngineException in case of parsing error

§ input()

virtual const DataPtr InferenceEngine::CNNLayer::input ( ) const

inlinevirtual

Returns the first element of the input data for this layer.

Returns: A smart pointer to the input data element

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

ie_layers.h

Public Types

Public Member Functions

Static Public Member Functions

Data Fields

Detailed Description

Constructor & Destructor Documentation

§ CNNLayer()

Member Function Documentation

§ CheckParamPresence()

§ fuse()

§ GetParamAsBool() [1/2]

§ GetParamAsBool() [2/2]

§ GetParamAsFloat() [1/2]

§ GetParamAsFloat() [2/2]

§ GetParamAsFloats() [1/2]

§ GetParamAsFloats() [2/2]

§ GetParamAsInt() [1/2]

§ GetParamAsInt() [2/2]

§ GetParamAsInts() [1/2]

§ GetParamAsInts() [2/2]

§ GetParamAsString() [1/2]

§ GetParamAsString() [2/2]

§ GetParamAsUInt() [1/2]

§ GetParamAsUInt() [2/2]

§ GetParamAsUInts() [1/2]

§ GetParamAsUInts() [2/2]

§ ie_parse_float()

§ input()