Public Member Functions
InferenceEngine::Data Class Reference

This class represents the main Data representation node. More...

#include <ie_data.h>

Public Member Functions

 Data (const std::string &name, Precision _precision, Layout layout=NCHW)
 An empty constructor (dimensionless) More...
 
 Data (const std::string &name, const TensorDesc &desc)
 A constructor with tensor descriptor. More...
 
 Data (const Data &data)
 A copy constructor. More...
 
Dataoperator= (const Data &data)
 An assignment operator. More...
 
bool isInitialized () const
 Checks if the current node is resolved. More...
 
void setDims (const SizeVector &a_dims)
 Sets the data dimensions. More...
 
void setLayout (Layout layout)
 Sets the layout value for this Data instance. More...
 
void reshape (const SizeVector &dims, Layout layout)
 changes dims and layout at same time More...
 
Layout getLayout () const
 Gets the layout value for this Data instance.
 
const TensorDescgetTensorDesc () const
 Gets Tensor descriptor reference. More...
 
const PrecisiongetPrecision () const
 Gets a precision type of this Data instance. More...
 
void setPrecision (const Precision &precision)
 Sets a precision type of this Data instance. More...
 
const SizeVectorgetDims () const
 
const std::string & getName () const
 
void setName (const std::string &newName)
 Sets a name the Data object. More...
 
const UserValuegetUserObject () const
 

Detailed Description

This class represents the main Data representation node.

The NN graphs are di-graphs consisting of data nodes and layer nodes.

Constructor & Destructor Documentation

◆ Data() [1/3]

InferenceEngine::Data::Data ( const std::string &  name,
Precision  _precision,
Layout  layout = NCHW 
)

An empty constructor (dimensionless)

Parameters
nameName of the data node
_precisionPrecision of the data
layoutData layout

◆ Data() [2/3]

InferenceEngine::Data::Data ( const std::string &  name,
const TensorDesc desc 
)

A constructor with tensor descriptor.

Parameters
nameName of the data node
descTensor descriptor

◆ Data() [3/3]

InferenceEngine::Data::Data ( const Data data)

A copy constructor.

Parameters
dataA data object to copy from

Member Function Documentation

◆ getDims()

const SizeVector& InferenceEngine::Data::getDims ( ) const
Returns
data dimensions

◆ getName()

const std::string& InferenceEngine::Data::getName ( ) const
Returns
name of the data object

◆ getPrecision()

const Precision& InferenceEngine::Data::getPrecision ( ) const

Gets a precision type of this Data instance.

Returns
Precision type

◆ getTensorDesc()

const TensorDesc& InferenceEngine::Data::getTensorDesc ( ) const

Gets Tensor descriptor reference.

Returns
reference to TensorDesc

◆ getUserObject()

const UserValue& InferenceEngine::Data::getUserObject ( ) const
Returns
convenient arbitrary user data holder

◆ isInitialized()

bool InferenceEngine::Data::isInitialized ( ) const

Checks if the current node is resolved.

Returns
true if resolved, false otherwise.

◆ operator=()

Data& InferenceEngine::Data::operator= ( const Data data)

An assignment operator.

Parameters
dataA data object to copy from
Returns
An assigned object

◆ reshape()

void InferenceEngine::Data::reshape ( const SizeVector dims,
Layout  layout 
)

changes dims and layout at same time

Parameters
dimsnew dimensions
layoutnew layout

◆ setDims()

void InferenceEngine::Data::setDims ( const SizeVector a_dims)

Sets the data dimensions.

After the current node is marked as resolved.

Parameters
a_dimsTensor dimensions to set

◆ setLayout()

void InferenceEngine::Data::setLayout ( Layout  layout)

Sets the layout value for this Data instance.

Parameters
layoutLayout value to set

◆ setName()

void InferenceEngine::Data::setName ( const std::string &  newName)

Sets a name the Data object.

Parameters
newNameName of the data node

◆ setPrecision()

void InferenceEngine::Data::setPrecision ( const Precision precision)

Sets a precision type of this Data instance.

Parameters
precisionPrecision of the data

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