#include <function.h>

Inheritance diagram for tvm::relay::FunctionNode:

Collaboration diagram for tvm::relay::FunctionNode:

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

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

void	SHashReduce (SHashReducer hash_reduce) const

FuncType	func_type_annotation () const
	Return the derived function annotation of this expression. More...

	TVM_DECLARE_FINAL_OBJECT_INFO (FunctionNode, BaseFuncNode)

Public Member Functions inherited from tvm::BaseFuncNode
template<typename TObjectRef >
Optional< TObjectRef >	GetAttr (const std::string &attr_key, Optional< TObjectRef > default_value=Optional< TObjectRef >(nullptr)) const
	Get a function attribute. More...

template<typename TObjectRef >
Optional< TObjectRef >	GetAttr (const std::string &attr_key, TObjectRef default_value) const

bool	HasNonzeroAttr (const std::string &attr_key) const
	Check whether the function has an non-zero integer attr. More...

	TVM_DECLARE_BASE_OBJECT_INFO (BaseFuncNode, RelayExprNode)

Public Member Functions inherited from tvm::RelayExprNode
const Type &	checked_type () const

template<typename TTypeNode >
const TTypeNode *	type_as () const
	Check if the inferred(checked) type of the Expr is backed by a TTypeNode and return it. More...

VirtualDevice	virtual_device () const

	TVM_DECLARE_BASE_OBJECT_INFO (RelayExprNode, BaseExprNode)

Public Member Functions inherited from tvm::BaseExprNode
	TVM_DECLARE_BASE_OBJECT_INFO (BaseExprNode, 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
tvm::Array< Var >	params
	Function parameters. More...

Expr	body
	The expression which represents the computation of the function, the expression may reference the parameters, and the type of it or sub-expressions may reference the type variables. More...

Type	ret_type
	User annotated return type of the function. More...

tvm::Array< TypeVar >	type_params
	Type parameters of the function. Enables the function to vary its type based on these. This corresponds to template paramaters in c++'s terminology. More...

Public Attributes inherited from tvm::BaseFuncNode
DictAttrs	attrs
	Additional attributes storing the meta-data. More...

Public Attributes inherited from tvm::RelayExprNode
Type	checked_type_ = Type(nullptr)
	Stores the result of type inference(type checking). More...

ObjectRef	virtual_device_
	The virtual device (VirtualDevice) for this node (the result of device planning). For first-order expressions (non functions), this describes where the result of evaluating the expression should be stored. Note that currently, all composite first-order values (tuples, references, ADTs) must be stored on the same virtual device. This means that it is not possible to store two tuple fields on different devices, so we only need one virtual device for these types. More...

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

Static Public Attributes
static constexpr const char *	_type_key = "relay.Function"

Static Public Attributes inherited from tvm::BaseFuncNode
static constexpr const char *	_type_key = "BaseFunc"

static constexpr const uint32_t	_type_child_slots = 2

Static Public Attributes inherited from tvm::RelayExprNode
static constexpr const char *	_type_key = "RelayExpr"

static constexpr const uint32_t	_type_child_slots = 22

Static Public Attributes inherited from tvm::BaseExprNode
static constexpr const char *	_type_key = "BaseExpr"

static constexpr const bool	_type_has_method_sequal_reduce = true

static constexpr const bool	_type_has_method_shash_reduce = true

static constexpr const uint32_t	_type_child_slots = 62

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

Relay Function container.

See also: Function

Member Function Documentation

◆ func_type_annotation()

FuncType tvm::relay::FunctionNode::func_type_annotation ( ) const

Return the derived function annotation of this expression.

Returns: The function type annotation.

Note: The function type annotation can contain IncompleteType.

◆ SEqualReduce()

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

inline

◆ SHashReduce()

void tvm::relay::FunctionNode::SHashReduce ( SHashReducer hash_reduce ) const

inline

◆ TVM_DECLARE_FINAL_OBJECT_INFO()

tvm::relay::FunctionNode::TVM_DECLARE_FINAL_OBJECT_INFO	(	FunctionNode	,
		BaseFuncNode
	)

◆ VisitAttrs()

void tvm::relay::FunctionNode::VisitAttrs ( tvm::AttrVisitor * v )

inline

Member Data Documentation

◆ _type_key

constexpr const char* tvm::relay::FunctionNode::_type_key = "relay.Function"

staticconstexpr

◆ body

Expr tvm::relay::FunctionNode::body

The expression which represents the computation of the function, the expression may reference the parameters, and the type of it or sub-expressions may reference the type variables.

◆ params

tvm::Array<Var> tvm::relay::FunctionNode::params

Function parameters.

◆ ret_type

Type tvm::relay::FunctionNode::ret_type

User annotated return type of the function.

◆ type_params

tvm::Array<TypeVar> tvm::relay::FunctionNode::type_params

Type parameters of the function. Enables the function to vary its type based on these. This corresponds to template paramaters in c++'s terminology.

Note: This can be usually empty for non-polymorphic functions.

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

include/tvm/relay/function.h

Public Member Functions

Public Attributes

Static Public Attributes

Additional Inherited Members

Detailed Description

Member Function Documentation

◆ func_type_annotation()

◆ SEqualReduce()

◆ SHashReduce()

◆ TVM_DECLARE_FINAL_OBJECT_INFO()

◆ VisitAttrs()

Member Data Documentation

◆ _type_key

◆ body

◆ params

◆ ret_type

◆ type_params