Tensor type. This type does not have a C++ type associated with it at registration time except the element type. One of the types mentioned above at IsTensorContainedType<> list is acceptable. More...

#include <data_types.h>

Inheritance diagram for onnxruntime::TensorType< elemT >:

Public Member Functions
MLDataType	GetElementType () const override

Public Member Functions inherited from onnxruntime::TensorTypeBase
bool	IsCompatible (const ONNX_NAMESPACE::TypeProto &type_proto) const override

DeleteFunc	GetDeleteFunc () const override

const ONNX_NAMESPACE::TypeProto *	GetTypeProto () const override
	Retrieves an instance of TypeProto for a given MLDataType. More...

	ORT_DISALLOW_COPY_ASSIGNMENT_AND_MOVE (TensorTypeBase)

Public Member Functions inherited from onnxruntime::DataTypeImpl
virtual	~DataTypeImpl ()=default

size_t	Size () const

bool	IsTensorType () const

bool	IsTensorSequenceType () const

bool	IsSparseTensorType () const

bool	IsOptionalType () const

bool	IsNonTensorType () const

bool	IsPrimitiveDataType () const

const TensorTypeBase *	AsTensorType () const

const SequenceTensorTypeBase *	AsSequenceTensorType () const

const SparseTensorTypeBase *	AsSparseTensorType () const

const OptionalTypeBase *	AsOptionalType () const

const NonTensorTypeBase *	AsNonTensorType () const

const PrimitiveDataTypeBase *	AsPrimitiveDataType () const

Static Public Member Functions
static MLDataType	Type ()

Static Public Member Functions inherited from onnxruntime::TensorTypeBase
static MLDataType	Type ()

Static Public Member Functions inherited from onnxruntime::DataTypeImpl
template<typename T >
static MLDataType	GetType ()

template<typename elemT >
static MLDataType	GetTensorType ()

template<typename elemT >
static MLDataType	GetSequenceTensorType ()

template<typename elemT >
static MLDataType	GetSparseTensorType ()

template<typename T , typename elemT >
static MLDataType	GetOptionalType ()

static MLDataType	TypeFromProto (const ONNX_NAMESPACE::TypeProto &proto)

static const TensorTypeBase *	TensorTypeFromONNXEnum (int type)

static const SequenceTensorTypeBase *	SequenceTensorTypeFromONNXEnum (int type)

static const SparseTensorTypeBase *	SparseTensorTypeFromONNXEnum (int type)

static const char *	ToString (MLDataType type)

static std::vector< std::string >	ToString (const std::vector< MLDataType > &types)

static void	RegisterDataType (MLDataType)

static MLDataType	GetDataType (const std::string &)

static const std::vector < MLDataType > &	AllTensorTypes ()

static const std::vector < MLDataType > &	AllFixedSizeTensorTypes ()

static const std::vector < MLDataType > &	AllSequenceTensorTypes ()

static const std::vector < MLDataType > &	AllFixedSizeSequenceTensorTypes ()

static const std::vector < MLDataType > &	AllNumericTensorTypes ()

static const std::vector < MLDataType > &	AllIEEEFloatTensorTypes ()

static const std::vector < MLDataType > &	AllFixedSizeTensorExceptHalfTypes ()

static const std::vector < MLDataType > &	AllIEEEFloatTensorExceptHalfTypes ()

static const std::vector < MLDataType > &	AllTensorAndSequenceTensorTypes ()

static const std::vector < MLDataType > &	AllFixedSizeTensorAndSequenceTensorTypes ()

static const std::vector < MLDataType > &	AllOptionalTypes ()

static const std::vector < MLDataType > &	AllTensorAndSequenceTensorAndOptionalTypes ()

Additional Inherited Members
Public Types inherited from onnxruntime::DataTypeImpl
enum	GeneralType { GeneralType::kInvalid = 0, GeneralType::kNonTensor = 1, GeneralType::kTensor = 2, GeneralType::kTensorSequence = 3, GeneralType::kSparseTensor = 4, GeneralType::kOptional = 5, GeneralType::kPrimitive = 6 }

Public Attributes inherited from onnxruntime::DataTypeImpl
const GeneralType	type_

const size_t	size_

Protected Member Functions inherited from onnxruntime::TensorTypeBase
ONNX_NAMESPACE::TypeProto &	MutableTypeProto ()

	TensorTypeBase ()

	~TensorTypeBase () override

Protected Member Functions inherited from onnxruntime::DataTypeImpl
	DataTypeImpl (GeneralType type, size_t size)

Detailed Description

template<typename elemT>
class onnxruntime::TensorType< elemT >

Tensor type. This type does not have a C++ type associated with it at registration time except the element type. One of the types mentioned above at IsTensorContainedType<> list is acceptable.

Usage: ORT_REGISTER_TENSOR(ELEMENT_TYPE) Currently all of the Tensors irrespective of the dimensions are mapped to Tensor<type> type. IsCompatible() currently ignores shape.

Definition at line 439 of file data_types.h.

Member Function Documentation

template<typename elemT >

MLDataType onnxruntime::TensorType< elemT >::GetElementType ( ) const

inlineoverridevirtual

Tensors only can contain basic data types that have been previously registered with ONNXRuntime

Reimplemented from onnxruntime::TensorTypeBase.

Definition at line 448 of file data_types.h.

template<typename elemT >

static MLDataType onnxruntime::TensorType< elemT >::Type ( )

static

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

onnxruntime/core/framework/data_types.h

Public Member Functions

Static Public Member Functions

Additional Inherited Members

Detailed Description

template<typename elemT> class onnxruntime::TensorType< elemT >

Member Function Documentation

template<typename elemT>
class onnxruntime::TensorType< elemT >