tvm
Public Member Functions | Static Public Member Functions | List of all members
tvm::TensorType Class Reference

Managed reference to TensorTypeNode. More...

#include <tensor_type.h>

Inheritance diagram for tvm::TensorType:
Collaboration diagram for tvm::TensorType:

Public Member Functions

 TensorType (Array< PrimExpr > shape, DataType dtype)
 Constructor. More...
 
 TVM_DEFINE_OBJECT_REF_METHODS (TensorType, Type, TensorTypeNode)
 
- Public Member Functions inherited from tvm::Type
 TVM_DEFINE_OBJECT_REF_METHODS (Type, ObjectRef, TypeNode)
 
- Public Member Functions inherited from tvm::runtime::ObjectRef
 ObjectRef ()=default
 default constructor More...
 
 ObjectRef (ObjectPtr< Object > data)
 Constructor from existing object ptr. More...
 
bool same_as (const ObjectRef &other) const
 Comparator. More...
 
bool operator== (const ObjectRef &other) const
 Comparator. More...
 
bool operator!= (const ObjectRef &other) const
 Comparator. More...
 
bool operator< (const ObjectRef &other) const
 Comparator. More...
 
bool defined () const
 
const Objectget () const
 
const Objectoperator-> () const
 
bool unique () const
 
int use_count () const
 
template<typename ObjectType , typename = std::enable_if_t<std::is_base_of_v<Object, ObjectType>>>
const ObjectType * as () const
 Try to downcast the internal Object to a raw pointer of a corresponding type. More...
 
template<typename ObjectRefType , typename = std::enable_if_t<std::is_base_of_v<ObjectRef, ObjectRefType>>>
Optional< ObjectRefType > as () const
 Try to downcast the ObjectRef to a Optional<T> of the requested type. More...
 

Static Public Member Functions

static TensorType Scalar (DataType dtype)
 Construct an scalar containing elements of dtype. More...
 

Additional Inherited Members

- Public Types inherited from tvm::runtime::ObjectRef
using ContainerType = Object
 type indicate the container type. More...
 
- Static Public Attributes inherited from tvm::runtime::ObjectRef
static constexpr bool _type_is_nullable = true
 
- Protected Member Functions inherited from tvm::runtime::ObjectRef
Objectget_mutable () const
 
- Static Protected Member Functions inherited from tvm::runtime::ObjectRef
template<typename T >
static T DowncastNoCheck (ObjectRef ref)
 Internal helper function downcast a ref without check. More...
 
static void FFIClearAfterMove (ObjectRef *ref)
 Clear the object ref data field without DecRef after we successfully moved the field. More...
 
template<typename ObjectType >
static ObjectPtr< ObjectType > GetDataPtr (const ObjectRef &ref)
 Internal helper function get data_ as ObjectPtr of ObjectType. More...
 
- Protected Attributes inherited from tvm::runtime::ObjectRef
ObjectPtr< Objectdata_
 Internal pointer that backs the reference. More...
 

Detailed Description

Managed reference to TensorTypeNode.

See also
TensorTypeNode.

Constructor & Destructor Documentation

◆ TensorType()

tvm::TensorType::TensorType ( Array< PrimExpr shape,
DataType  dtype 
)

Constructor.

Parameters
shapeThe shape of the tensor.
dtypeThe runtime dtype of the tensor's elements.

Member Function Documentation

◆ Scalar()

static TensorType tvm::TensorType::Scalar ( DataType  dtype)
static

Construct an scalar containing elements of dtype.

Parameters
dtypeThe runtime dtype of the tensor's elements.
Returns
THe constructed type.

◆ TVM_DEFINE_OBJECT_REF_METHODS()

tvm::TensorType::TVM_DEFINE_OBJECT_REF_METHODS ( TensorType  ,
Type  ,
TensorTypeNode   
)

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