TensorAffineType representation. More...

#include <affine_type.h>

Inheritance diagram for tvm::TensorAffineTypeNode:

Collaboration diagram for tvm::TensorAffineTypeNode:

Public Member Functions
void	VisitAttrs (tvm::AttrVisitor *v)

bool	SEqualReduce (const TensorAffineTypeNode *other, SEqualReducer equal) const

void	SHashReduce (SHashReducer hash_reduce) const

	TVM_DECLARE_BASE_OBJECT_INFO (TensorAffineTypeNode, AffineTypeNode)

Public Member Functions inherited from tvm::AffineTypeNode
	TVM_DECLARE_BASE_OBJECT_INFO (AffineTypeNode, Object)

Public Member Functions inherited from tvm::runtime::Object
uint32_t	type_index () const

std::string	GetTypeKey () const

size_t	GetTypeKeyHash () const

template<typename TargetType >
bool	IsInstance () const

bool	unique () const

	Object ()

	Object (const Object &other)

	Object (Object &&other)

Object &	operator= (const Object &other)

Object &	operator= (Object &&other)

Public Attributes
RelayExpr	scale
	The scale of this type. More...

RelayExpr	zero_point
	The zero point of this type. More...

DataType	dtype
	The data type of this type. More...

int	axis
	The axis for per-channel quantization. More...

Public Attributes inherited from tvm::AffineTypeNode
Span	span
	Span that points to the original source code. Reserved debug information. More...

Static Public Attributes
static constexpr const char *	_type_key = "TensorAffineType"

Static Public Attributes inherited from tvm::AffineTypeNode
static constexpr const char *	_type_key = "AffineType"

static constexpr const bool	_type_has_method_sequal_reduce = true

static constexpr const bool	_type_has_method_shash_reduce = true

Static Public Attributes inherited from tvm::runtime::Object
static constexpr const char *	_type_key = "runtime.Object"

static constexpr bool	_type_final = false

static constexpr uint32_t	_type_child_slots = 0

static constexpr bool	_type_child_slots_can_overflow = true

static constexpr bool	_type_has_method_visit_attrs = true

static constexpr bool	_type_has_method_sequal_reduce = false

static constexpr bool	_type_has_method_shash_reduce = false

static constexpr uint32_t	_type_index = TypeIndex::kDynamic

Additional Inherited Members
Public Types inherited from tvm::runtime::Object
typedef void(*	FDeleter) (Object *self)
	Object deleter. More...

using	RefCounterType = std::atomic< int32_t >

Static Public Member Functions inherited from tvm::runtime::Object
static std::string	TypeIndex2Key (uint32_t tindex)
	Get the type key of the corresponding index from runtime. More...

static size_t	TypeIndex2KeyHash (uint32_t tindex)
	Get the type key hash of the corresponding index from runtime. More...

static uint32_t	TypeKey2Index (const std::string &key)
	Get the type index of the corresponding key from runtime. More...

static uint32_t	_GetOrAllocRuntimeTypeIndex ()

static uint32_t	RuntimeTypeIndex ()

Protected Member Functions inherited from tvm::runtime::Object
void	IncRef ()
	developer function, increases reference counter. More...

void	DecRef ()
	developer function, decrease reference counter. More...

Static Protected Member Functions inherited from tvm::runtime::Object
static uint32_t	GetOrAllocRuntimeTypeIndex (const std::string &key, uint32_t static_tindex, uint32_t parent_tindex, uint32_t type_child_slots, bool type_child_slots_can_overflow)
	Get the type index using type key. More...

Protected Attributes inherited from tvm::runtime::Object
uint32_t	type_index_ {0}
	Type index(tag) that indicates the type of the object. More...

RefCounterType	ref_counter_ {0}
	The internal reference counter. More...

FDeleter	deleter_ = nullptr
	deleter of this object to enable customized allocation. If the deleter is nullptr, no deletion will be performed. The creator of the object must always set the deleter field properly. More...

Detailed Description

TensorAffineType representation.

See also: TensorAffineType

This Type represents a quantized integer tensor that can be converted back to real space via the x_real = scale * (x_quant - zero_point)

Member Function Documentation

◆ SEqualReduce()

bool tvm::TensorAffineTypeNode::SEqualReduce	(	const TensorAffineTypeNode *	other,
		SEqualReducer	equal
	)		const

inline

◆ SHashReduce()

void tvm::TensorAffineTypeNode::SHashReduce ( SHashReducer hash_reduce ) const

inline

◆ TVM_DECLARE_BASE_OBJECT_INFO()

tvm::TensorAffineTypeNode::TVM_DECLARE_BASE_OBJECT_INFO	(	TensorAffineTypeNode	,
		AffineTypeNode
	)

◆ VisitAttrs()

void tvm::TensorAffineTypeNode::VisitAttrs ( tvm::AttrVisitor * v )

inline

Member Data Documentation

◆ _type_key

constexpr const char* tvm::TensorAffineTypeNode::_type_key = "TensorAffineType"

staticconstexpr

◆ axis

int tvm::TensorAffineTypeNode::axis

The axis for per-channel quantization.

◆ dtype

DataType tvm::TensorAffineTypeNode::dtype

The data type of this type.

◆ scale

RelayExpr tvm::TensorAffineTypeNode::scale

The scale of this type.

◆ zero_point

RelayExpr tvm::TensorAffineTypeNode::zero_point

The zero point of this type.

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

include/tvm/ir/affine_type.h

Public Member Functions

Public Attributes

Static Public Attributes

Additional Inherited Members

Detailed Description

Member Function Documentation

◆ SEqualReduce()

◆ SHashReduce()

◆ TVM_DECLARE_BASE_OBJECT_INFO()

◆ VisitAttrs()

Member Data Documentation

◆ _type_key

◆ axis

◆ dtype

◆ scale

◆ zero_point