A header file for Blob and generic TBlob<> More...

#include <memory>
#include <vector>
#include <string>
#include <numeric>
#include <cstring>
#include <utility>
#include <functional>
#include <map>
#include "ie_common.h"
#include "details/ie_exception.hpp"
#include "details/ie_blob_iterator.hpp"
#include "ie_allocator.hpp"
#include "ie_locked_memory.hpp"
#include "ie_precision.hpp"
#include "ie_layouts.h"
#include "details/ie_pre_allocator.hpp"

Data Structures
class	InferenceEngine::Blob
	This class implements a container object that represents a tensor in memory (host and remote/accelerated) More...

class	InferenceEngine::TBlob< T, typename >
	Represents real host memory allocated for a Tensor/Blob per C type. More...

struct	InferenceEngine::ROI
	This structure describes ROI data. More...

Typedefs
using	InferenceEngine::BlobMap = std::map< std::string, Blob::Ptr >
	This is a convenient type for working with a map containing pairs(string, pointer to a Blob instance).

Functions
template<class Type >
TBlob< Type >::Ptr	InferenceEngine::make_shared_blob (Precision p, Layout l, const SizeVector &dims)
	Creates a blob with given precision and dimensions. More...

template<class Type >
TBlob< Type >::Ptr	InferenceEngine::make_shared_blob (Precision p, const SizeVector &dims)
	Creates a blob with the NCHW layout, given precision, and given dimensions. More...

template<typename Type , class TArg >
InferenceEngine::TBlob< Type >::Ptr	InferenceEngine::make_shared_blob (Precision p, Layout l, const TArg &arg)
	Creates a blob with the given precision. More...

template<typename Type , class TArg >
InferenceEngine::TBlob< Type >::Ptr	InferenceEngine::make_shared_blob (Precision p, const TArg &arg)
	Creates a blob with the NCHW layout and given tensor precision. More...

template<typename Type >
InferenceEngine::TBlob< Type >::Ptr	InferenceEngine::make_shared_blob (const TensorDesc &tensorDesc)
	Creates a blob with the given tensor descriptor. More...

template<typename Type >
InferenceEngine::TBlob< Type >::Ptr	InferenceEngine::make_shared_blob (const TensorDesc &tensorDesc, Type *ptr, size_t size=0)
	Creates a blob with the given tensor descriptor from the pointer to the pre-allocated memory. More...

template<typename Type >
InferenceEngine::TBlob< Type >::Ptr	InferenceEngine::make_shared_blob (const TensorDesc &tensorDesc, const std::shared_ptr< InferenceEngine::IAllocator > &alloc)
	Creates a blob with the given tensor descriptor and allocator. More...

template<typename TypeTo >
InferenceEngine::TBlob< TypeTo >::Ptr	InferenceEngine::make_shared_blob (TBlob< TypeTo > &&arg)
	Gets a shared pointer for the new TBlob instance. The created instance is based on move semantics from the given TBlob instance. More...

template<typename TypeTo >
InferenceEngine::TBlob< TypeTo >::Ptr	InferenceEngine::make_shared_blob (const TBlob< TypeTo > &arg)
	Creates a copy of given TBlob instance. More...

template<typename TypeTo >
InferenceEngine::TBlob< TypeTo >::Ptr	InferenceEngine::make_shared_blob (Precision p, Layout l=NCHW)
	Creates a blob with the given precision. More...

template<typename TypeTo >
TBlob< TypeTo >::Ptr	InferenceEngine::make_shared_blob (Precision p, Layout l, SizeVector dims, const std::vector< TypeTo > &arg)
	Creates a blob with the given precision, layout and dimensions from the vector of values. More...

template<typename TypeTo >
TBlob< TypeTo >::Ptr	InferenceEngine::make_shared_blob (Precision p, Layout l, const std::vector< TypeTo > &arg)
	Creates a blob with the given precision from the vector of values. More...

template<typename TypeTo >
TBlob< TypeTo >::Ptr	InferenceEngine::make_shared_blob (Precision p, const std::vector< TypeTo > &arg)
	Creates a blob with the NCHW layout and the given precision from the vector of values. More...

template<typename TypeTo >
TBlob< TypeTo >::Ptr	InferenceEngine::make_shared_blob (Precision p, Layout l, const SizeVector &dims, TypeTo *ptr, size_t size=0)
	Creates a blob with the given precision from the pointer to the pre-allocated memory. More...

template<typename TypeTo >
TBlob< TypeTo >::Ptr	InferenceEngine::make_shared_blob (Precision p, const SizeVector &dims, TypeTo *ptr, size_t size=0)
	Creates a blob with the NCHW layout and the given precision from the pointer to the pre-allocated memory. More...

Blob::Ptr	InferenceEngine::make_shared_blob (const Blob::Ptr &inputBlob, const ROI &roi)
	Creates a blob describing given ROI object based on the given blob with pre-allocated memory. More...

Detailed Description

A header file for Blob and generic TBlob<>

Function Documentation

§ make_shared_blob() [1/16]

template<class Type >

TBlob<Type>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		Layout	l,
		const SizeVector &	dims
	)

inline

Creates a blob with given precision and dimensions.

Deprecated:: Use TensorDesc to create Blob::Ptr.

Template Parameters

Type	Type of the shared pointer to be created

Parameters

p	Given precision
dims	Given dimensions

Returns: A shared pointer to the created blob

§ make_shared_blob() [2/16]

template<class Type >

TBlob<Type>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		const SizeVector &	dims
	)

inline

Creates a blob with the NCHW layout, given precision, and given dimensions.

Deprecated:: Use TensorDesc to create Blob::Ptr

Template Parameters

Type	Type of the shared pointer to be created

Parameters

p	Given precision
dims	Given dimensions

Returns: A shared pointer to the created blob

§ make_shared_blob() [3/16]

template<typename Type , class TArg >

InferenceEngine::TBlob<Type>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		Layout	l,
		const TArg &	arg
	)

inline

Creates a blob with the given precision.

Deprecated:: Use TensorDesc to create Blob::Ptr

Template Parameters

Type	Type of the shared pointer to be created

Parameters

p	Given precision
arg	Shared pointer to IAllocator to use in the blob

Returns: A shared pointer to the blob created

§ make_shared_blob() [4/16]

template<typename Type , class TArg >

InferenceEngine::TBlob<Type>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		const TArg &	arg
	)

inline

Creates a blob with the NCHW layout and given tensor precision.

Deprecated:: Use TensorDesc in order to create Blob::Ptr

Template Parameters

Type	Type of the shared pointer to be created

Parameters

p	Given precision
arg	Shared pointer to IAllocator to use in the blob

Returns: A shared pointer to the blob created

§ make_shared_blob() [5/16]

template<typename Type >

InferenceEngine::TBlob<Type>::Ptr InferenceEngine::make_shared_blob ( const TensorDesc & tensorDesc )

inline

Creates a blob with the given tensor descriptor.

Template Parameters

Type	Type of the shared pointer to be created

Parameters

tensorDesc Tensor descriptor for Blob creation

Returns: A shared pointer to the newly created blob of the given type

§ make_shared_blob() [6/16]

template<typename Type >

InferenceEngine::TBlob<Type>::Ptr InferenceEngine::make_shared_blob	(	const TensorDesc &	tensorDesc,
		Type *	ptr,
		size_t	size = `0`
	)

inline

Creates a blob with the given tensor descriptor from the pointer to the pre-allocated memory.

Template Parameters

Type	Type of the shared pointer to be created

Parameters

tensorDesc	TensorDesc for Blob creation
ptr	Pointer to the pre-allocated memory
size	Length of the pre-allocated array

Returns: A shared pointer to the newly created blob of the given type

§ make_shared_blob() [7/16]

template<typename Type >

InferenceEngine::TBlob<Type>::Ptr InferenceEngine::make_shared_blob	(	const TensorDesc &	tensorDesc,
		const std::shared_ptr< InferenceEngine::IAllocator > &	alloc
	)

inline

Creates a blob with the given tensor descriptor and allocator.

Template Parameters

Type	Type of the shared pointer to be created

Parameters

tensorDesc	Tensor descriptor for Blob creation
alloc	Shared pointer to IAllocator to use in the blob

Returns: A shared pointer to the newly created blob of the given type

§ make_shared_blob() [8/16]

template<typename TypeTo >

InferenceEngine::TBlob<TypeTo>::Ptr InferenceEngine::make_shared_blob ( TBlob< TypeTo > && arg )

inline

Gets a shared pointer for the new TBlob instance. The created instance is based on move semantics from the given TBlob instance.

Deprecated:: Use TensorDesc in order to create Blob::Ptr.

Template Parameters

TypeTo Type of the shared pointer to be created

Parameters

arg	rvalue for the blob to move from

Returns: A shared pointer to the newly created blob of the given type

§ make_shared_blob() [9/16]

template<typename TypeTo >

InferenceEngine::TBlob<TypeTo>::Ptr InferenceEngine::make_shared_blob ( const TBlob< TypeTo > & arg )

inline

Creates a copy of given TBlob instance.

Template Parameters

TypeTo Type of the shared pointer to be created

Parameters

arg	given pointer to blob

Returns: A shared pointer to the newly created blob of the given type

§ make_shared_blob() [10/16]

template<typename TypeTo >

InferenceEngine::TBlob<TypeTo>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		Layout	l = `NCHW`
	)

inline

Creates a blob with the given precision.

Deprecated:: Use TensorDesc in order to create Blob::Ptr.

Template Parameters

TypeTo Type of the shared pointer to be created

Parameters

p	Given precision

Returns: A shared pointer to the blob created

§ make_shared_blob() [11/16]

template<typename TypeTo >

TBlob<TypeTo>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		Layout	l,
		SizeVector	dims,
		const std::vector< TypeTo > &	arg
	)

inline

Creates a blob with the given precision, layout and dimensions from the vector of values.

Deprecated:: Use TensorDesc in order to create Blob::Ptr.

Template Parameters

TypeTo Type of the shared pointer to be created

Parameters

p	Given precision
l	Given Layout
dims	Given dimensions
arg	Vector of values

Returns: A shared pointer to the blob created

§ make_shared_blob() [12/16]

template<typename TypeTo >

TBlob<TypeTo>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		Layout	l,
		const std::vector< TypeTo > &	arg
	)

inline

Creates a blob with the given precision from the vector of values.

Deprecated:: Use TensorDesc in order to create Blob::Ptr.

Template Parameters

TypeTo Type of the shared pointer to be created

Parameters

p	Given precision
l	Layout
arg	Vector of values

Returns: A shared pointer to the blob created

§ make_shared_blob() [13/16]

template<typename TypeTo >

TBlob<TypeTo>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		const std::vector< TypeTo > &	arg
	)

inline

Creates a blob with the NCHW layout and the given precision from the vector of values.

Deprecated:: Use TensorDesc in order to create Blob::Ptr.

Template Parameters

TypeTo Type of the shared pointer to be created

Parameters

p	Given precision
arg	Vector of values

Returns: A shared pointer to the blob created

§ make_shared_blob() [14/16]

template<typename TypeTo >

TBlob<TypeTo>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		Layout	l,
		const SizeVector &	dims,
		TypeTo *	ptr,
		size_t	size = `0`
	)

inline

Creates a blob with the given precision from the pointer to the pre-allocated memory.

Deprecated:: Use TensorDesc in order to create Blob::Ptr.

Parameters

p	Given precision
l	Layout
dims	Given dimensions
ptr	Pointer to the pre-allocated memory
size	Length of the pre-allocated array

Returns: A shared pointer to the blob created

§ make_shared_blob() [15/16]

template<typename TypeTo >

TBlob<TypeTo>::Ptr InferenceEngine::make_shared_blob	(	Precision	p,
		const SizeVector &	dims,
		TypeTo *	ptr,
		size_t	size = `0`
	)

inline

Creates a blob with the NCHW layout and the given precision from the pointer to the pre-allocated memory.

Deprecated:: Use TensorDesc in order to create Blob::Ptr.

Parameters

p	Given precision
dims	Given dimensions
ptr	Pointer to the pre-allocated memory
size	Length of the pre-allocated array

Returns: A shared pointer to the blob created

§ make_shared_blob() [16/16]

Blob::Ptr InferenceEngine::make_shared_blob	(	const Blob::Ptr &	inputBlob,
		const ROI &	roi
	)

Creates a blob describing given ROI object based on the given blob with pre-allocated memory.

Parameters

inputBlob	original blob with pre-allocated memory.
roi	A ROI object inside of the original blob.

Returns: A shared pointer to the newly created blob.

Data Structures

Typedefs

Functions

Detailed Description

Function Documentation

§ make_shared_blob() [1/16]

§ make_shared_blob() [2/16]

§ make_shared_blob() [3/16]

§ make_shared_blob() [4/16]

§ make_shared_blob() [5/16]

§ make_shared_blob() [6/16]

§ make_shared_blob() [7/16]

§ make_shared_blob() [8/16]

§ make_shared_blob() [9/16]

§ make_shared_blob() [10/16]

§ make_shared_blob() [11/16]

§ make_shared_blob() [12/16]

§ make_shared_blob() [13/16]

§ make_shared_blob() [14/16]

§ make_shared_blob() [15/16]

§ make_shared_blob() [16/16]