tvm::BaseAttrsNode Class Reference

Base class of all attribute class. More...

#include <attrs.h>

Inheritance diagram for tvm::BaseAttrsNode:

Collaboration diagram for tvm::BaseAttrsNode:

Public Types
using	TVMArgs = runtime::TVMArgs
using	TVMRetValue = runtime::TVMRetValue
Public Types inherited from tvm::runtime::Object
typedef void(*	FDeleter) (Object *self)
	Object deleter. More...
using	RefCounterType = std::atomic< int32_t >

Public Member Functions
virtual	~BaseAttrsNode ()
	virtual destructor More...
virtual void	VisitAttrs (AttrVisitor *v)
template<typename... Args>
void	InitBySeq (Args &&... args)
	Initialize the attributes by sequence of arguments. More...
void	PrintDocString (std::ostream &os) const
	Print readible docstring to ostream, add newline. More...
virtual void	VisitNonDefaultAttrs (AttrVisitor *v)=0
	Visit attributes that do not equal the default value. More...
virtual Array< AttrFieldInfo >	ListFieldInfo () const =0
	Get the field information. More...
virtual void	InitByPackedArgs (const TVMArgs &kwargs, bool allow_unknown=false)=0
	Initialize the attributes by arguments. More...
	TVM_DECLARE_BASE_OBJECT_INFO (BaseAttrsNode, 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)

Static Public Attributes
static constexpr const bool	_type_has_method_sequal_reduce = true
static constexpr const bool	_type_has_method_shash_reduce = true
static constexpr const char *	_type_key = "Attrs"
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
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

Base class of all attribute class.

Note

Do not subclass AttrBaseNode directly, subclass AttrsNode instead.

See also

AttrsNode

Member Typedef Documentation

TVMArgs

using tvm::BaseAttrsNode::TVMArgs = runtime::TVMArgs

TVMRetValue

using tvm::BaseAttrsNode::TVMRetValue = runtime::TVMRetValue

Constructor & Destructor Documentation

~BaseAttrsNode()

virtual tvm::BaseAttrsNode::~BaseAttrsNode ( )

inlinevirtual

virtual destructor

Member Function Documentation

InitByPackedArgs()

virtual void tvm::BaseAttrsNode::InitByPackedArgs ( const TVMArgs &  kwargs, bool  allow_unknown = false  )

pure virtual

Initialize the attributes by arguments.

Parameters

kwargs	The key value pairs for initialization. [key0, value0, key1, value1, ..., key_n, value_n]
allow_unknown	Whether allow additional unknown fields.

Note

This function throws when the required field is not present.

Implemented in tvm::AttrsNode< DerivedType >, tvm::AttrsNode< ScatterCollectiveAttrs >, tvm::AttrsNode< HintOnDeviceAttrs >, tvm::AttrsNode< TakeAttrs >, tvm::AttrsNode< ScatterElementsAttrs >, tvm::AttrsNode< GatherElementsAttrs >, tvm::AttrsNode< EinsumAttrs >, tvm::AttrsNode< DistributionAttrs >, tvm::AttrsNode< CallInplacePackedAttrs >, tvm::AttrsNode< AttentionAttrs >, tvm::AttrsNode< AllReduceAttrs >, tvm::AttrsNode< AdaptivePool2DAttrs >, tvm::AttrsNode< ScatterNDAttrs >, tvm::AttrsNode< InitAttrs >, tvm::AttrsNode< FlipAttrs >, tvm::AttrsNode< AllGatherAttrs >, tvm::AttrsNode< AdaptivePool3DAttrs >, tvm::AttrsNode< ToVDeviceAttrs >, tvm::AttrsNode< ExpandDimsAttrs >, tvm::AttrsNode< ConcatAttrs >, tvm::AttrsNode< TriluAttrs >, tvm::AttrsNode< SoftmaxAttrs >, tvm::AttrsNode< AdaptivePool1DAttrs >, tvm::AttrsNode< MatmulAttrs >, tvm::AttrsNode< ArgmaxArgminAttrs >, tvm::AttrsNode< Resize2DAttrs >, tvm::AttrsNode< Pool3DAttrs >, tvm::AttrsNode< LayerNormAttrs >, tvm::AttrsNode< SqueezeAttrs >, tvm::AttrsNode< Pool2DAttrs >, tvm::AttrsNode< OneHotAttrs >, tvm::AttrsNode< NLLLossAttrs >, tvm::AttrsNode< BatchNormAttrs >, tvm::AttrsNode< RepeatAttrs >, tvm::AttrsNode< Pool1DAttrs >, tvm::AttrsNode< ScanopAttrs >, tvm::AttrsNode< LeakyReluAttrs >, tvm::AttrsNode< CallTIRWithGradAttrs >, tvm::AttrsNode< CallTIRInplaceAttrs >, tvm::AttrsNode< AstypeAttrs >, tvm::AttrsNode< PadAttrs >, tvm::AttrsNode< DropoutAttrs >, tvm::AttrsNode< TopKAttrs >, tvm::AttrsNode< MultinomialFromUniformAttrs >, tvm::AttrsNode< Conv3DAttrs >, tvm::AttrsNode< VirtualDeviceNode >, tvm::AttrsNode< WrapParamAttrs >, tvm::AttrsNode< TileAttrs >, tvm::AttrsNode< StridedSliceAttrs >, tvm::AttrsNode< SplitAttrs >, tvm::AttrsNode< RMSNormAttrs >, tvm::AttrsNode< QuantizeAttrs >, tvm::AttrsNode< Conv2DAttrs >, tvm::AttrsNode< SortAttrs >, tvm::AttrsNode< Conv1DAttrs >, tvm::AttrsNode< ArgsortAttrs >, tvm::AttrsNode< StatisticalAttrs >, tvm::AttrsNode< LayoutTransformAttrs >, tvm::AttrsNode< Conv1DTransposeAttrs >, tvm::AttrsNode< Conv2DTransposeAttrs >, tvm::AttrsNode< PermuteDimsAttrs >, tvm::AttrsNode< GroupNormAttrs >, tvm::AttrsNode< GatherNDAttrs >, and tvm::DictAttrsNode.

InitBySeq()

template<typename... Args>

void tvm::BaseAttrsNode::InitBySeq ( Args &&...  args )

inline

Initialize the attributes by sequence of arguments.

Parameters

args	The positional arguments in the form [key0, value0, key1, value1, ..., key_n, value_n]

ListFieldInfo()

virtual Array<AttrFieldInfo> tvm::BaseAttrsNode::ListFieldInfo ( ) const

pure virtual

Get the field information.

Returns

The fields in the Attrs.

Implemented in tvm::AttrsNode< DerivedType >, tvm::AttrsNode< ScatterCollectiveAttrs >, tvm::AttrsNode< HintOnDeviceAttrs >, tvm::AttrsNode< TakeAttrs >, tvm::AttrsNode< ScatterElementsAttrs >, tvm::AttrsNode< GatherElementsAttrs >, tvm::AttrsNode< EinsumAttrs >, tvm::AttrsNode< DistributionAttrs >, tvm::AttrsNode< CallInplacePackedAttrs >, tvm::AttrsNode< AttentionAttrs >, tvm::AttrsNode< AllReduceAttrs >, tvm::AttrsNode< AdaptivePool2DAttrs >, tvm::AttrsNode< ScatterNDAttrs >, tvm::AttrsNode< InitAttrs >, tvm::AttrsNode< FlipAttrs >, tvm::AttrsNode< AllGatherAttrs >, tvm::AttrsNode< AdaptivePool3DAttrs >, tvm::AttrsNode< ToVDeviceAttrs >, tvm::AttrsNode< ExpandDimsAttrs >, tvm::AttrsNode< ConcatAttrs >, tvm::AttrsNode< TriluAttrs >, tvm::AttrsNode< SoftmaxAttrs >, tvm::AttrsNode< AdaptivePool1DAttrs >, tvm::AttrsNode< MatmulAttrs >, tvm::AttrsNode< ArgmaxArgminAttrs >, tvm::AttrsNode< Resize2DAttrs >, tvm::AttrsNode< Pool3DAttrs >, tvm::AttrsNode< LayerNormAttrs >, tvm::AttrsNode< SqueezeAttrs >, tvm::AttrsNode< Pool2DAttrs >, tvm::AttrsNode< OneHotAttrs >, tvm::AttrsNode< NLLLossAttrs >, tvm::AttrsNode< BatchNormAttrs >, tvm::AttrsNode< RepeatAttrs >, tvm::AttrsNode< Pool1DAttrs >, tvm::AttrsNode< ScanopAttrs >, tvm::AttrsNode< LeakyReluAttrs >, tvm::AttrsNode< CallTIRWithGradAttrs >, tvm::AttrsNode< CallTIRInplaceAttrs >, tvm::AttrsNode< AstypeAttrs >, tvm::AttrsNode< PadAttrs >, tvm::AttrsNode< DropoutAttrs >, tvm::AttrsNode< TopKAttrs >, tvm::AttrsNode< MultinomialFromUniformAttrs >, tvm::AttrsNode< Conv3DAttrs >, tvm::AttrsNode< VirtualDeviceNode >, tvm::AttrsNode< WrapParamAttrs >, tvm::AttrsNode< TileAttrs >, tvm::AttrsNode< StridedSliceAttrs >, tvm::AttrsNode< SplitAttrs >, tvm::AttrsNode< RMSNormAttrs >, tvm::AttrsNode< QuantizeAttrs >, tvm::AttrsNode< Conv2DAttrs >, tvm::AttrsNode< SortAttrs >, tvm::AttrsNode< Conv1DAttrs >, tvm::AttrsNode< ArgsortAttrs >, tvm::AttrsNode< StatisticalAttrs >, tvm::AttrsNode< LayoutTransformAttrs >, tvm::AttrsNode< Conv1DTransposeAttrs >, tvm::AttrsNode< Conv2DTransposeAttrs >, tvm::AttrsNode< PermuteDimsAttrs >, tvm::AttrsNode< GroupNormAttrs >, tvm::AttrsNode< GatherNDAttrs >, and tvm::DictAttrsNode.

PrintDocString()

void tvm::BaseAttrsNode::PrintDocString ( std::ostream &  os ) const

inline

Print readible docstring to ostream, add newline.

Parameters

os	the stream to print the docstring to.

TVM_DECLARE_BASE_OBJECT_INFO()

tvm::BaseAttrsNode::TVM_DECLARE_BASE_OBJECT_INFO	(	BaseAttrsNode	,
		Object
	)

VisitAttrs()

virtual void tvm::BaseAttrsNode::VisitAttrs ( AttrVisitor *  v )

inlinevirtual

Reimplemented in tvm::DictAttrsNode, tvm::AttrsNode< DerivedType >, tvm::AttrsNode< ScatterCollectiveAttrs >, tvm::AttrsNode< HintOnDeviceAttrs >, tvm::AttrsNode< TakeAttrs >, tvm::AttrsNode< ScatterElementsAttrs >, tvm::AttrsNode< GatherElementsAttrs >, tvm::AttrsNode< EinsumAttrs >, tvm::AttrsNode< DistributionAttrs >, tvm::AttrsNode< CallInplacePackedAttrs >, tvm::AttrsNode< AttentionAttrs >, tvm::AttrsNode< AllReduceAttrs >, tvm::AttrsNode< AdaptivePool2DAttrs >, tvm::AttrsNode< ScatterNDAttrs >, tvm::AttrsNode< InitAttrs >, tvm::AttrsNode< FlipAttrs >, tvm::AttrsNode< AllGatherAttrs >, tvm::AttrsNode< AdaptivePool3DAttrs >, tvm::AttrsNode< ToVDeviceAttrs >, tvm::AttrsNode< ExpandDimsAttrs >, tvm::AttrsNode< ConcatAttrs >, tvm::AttrsNode< TriluAttrs >, tvm::AttrsNode< SoftmaxAttrs >, tvm::AttrsNode< AdaptivePool1DAttrs >, tvm::AttrsNode< MatmulAttrs >, tvm::AttrsNode< ArgmaxArgminAttrs >, tvm::AttrsNode< Resize2DAttrs >, tvm::AttrsNode< Pool3DAttrs >, tvm::AttrsNode< LayerNormAttrs >, tvm::AttrsNode< SqueezeAttrs >, tvm::AttrsNode< Pool2DAttrs >, tvm::AttrsNode< OneHotAttrs >, tvm::AttrsNode< NLLLossAttrs >, tvm::AttrsNode< BatchNormAttrs >, tvm::AttrsNode< RepeatAttrs >, tvm::AttrsNode< Pool1DAttrs >, tvm::AttrsNode< ScanopAttrs >, tvm::AttrsNode< LeakyReluAttrs >, tvm::AttrsNode< CallTIRWithGradAttrs >, tvm::AttrsNode< CallTIRInplaceAttrs >, tvm::AttrsNode< AstypeAttrs >, tvm::AttrsNode< PadAttrs >, tvm::AttrsNode< DropoutAttrs >, tvm::AttrsNode< TopKAttrs >, tvm::AttrsNode< MultinomialFromUniformAttrs >, tvm::AttrsNode< Conv3DAttrs >, tvm::AttrsNode< VirtualDeviceNode >, tvm::AttrsNode< WrapParamAttrs >, tvm::AttrsNode< TileAttrs >, tvm::AttrsNode< StridedSliceAttrs >, tvm::AttrsNode< SplitAttrs >, tvm::AttrsNode< RMSNormAttrs >, tvm::AttrsNode< QuantizeAttrs >, tvm::AttrsNode< Conv2DAttrs >, tvm::AttrsNode< SortAttrs >, tvm::AttrsNode< Conv1DAttrs >, tvm::AttrsNode< ArgsortAttrs >, tvm::AttrsNode< StatisticalAttrs >, tvm::AttrsNode< LayoutTransformAttrs >, tvm::AttrsNode< Conv1DTransposeAttrs >, tvm::AttrsNode< Conv2DTransposeAttrs >, tvm::AttrsNode< PermuteDimsAttrs >, tvm::AttrsNode< GroupNormAttrs >, and tvm::AttrsNode< GatherNDAttrs >.

VisitNonDefaultAttrs()

virtual void tvm::BaseAttrsNode::VisitNonDefaultAttrs ( AttrVisitor *  v )

pure virtual

Visit attributes that do not equal the default value.

Note

This is useful to extract fields for concise printing.

Parameters

v	The visitor

Implemented in tvm::DictAttrsNode, tvm::AttrsNode< DerivedType >, tvm::AttrsNode< ScatterCollectiveAttrs >, tvm::AttrsNode< HintOnDeviceAttrs >, tvm::AttrsNode< TakeAttrs >, tvm::AttrsNode< ScatterElementsAttrs >, tvm::AttrsNode< GatherElementsAttrs >, tvm::AttrsNode< EinsumAttrs >, tvm::AttrsNode< DistributionAttrs >, tvm::AttrsNode< CallInplacePackedAttrs >, tvm::AttrsNode< AttentionAttrs >, tvm::AttrsNode< AllReduceAttrs >, tvm::AttrsNode< AdaptivePool2DAttrs >, tvm::AttrsNode< ScatterNDAttrs >, tvm::AttrsNode< InitAttrs >, tvm::AttrsNode< FlipAttrs >, tvm::AttrsNode< AllGatherAttrs >, tvm::AttrsNode< AdaptivePool3DAttrs >, tvm::AttrsNode< ToVDeviceAttrs >, tvm::AttrsNode< ExpandDimsAttrs >, tvm::AttrsNode< ConcatAttrs >, tvm::AttrsNode< TriluAttrs >, tvm::AttrsNode< SoftmaxAttrs >, tvm::AttrsNode< AdaptivePool1DAttrs >, tvm::AttrsNode< MatmulAttrs >, tvm::AttrsNode< ArgmaxArgminAttrs >, tvm::AttrsNode< Resize2DAttrs >, tvm::AttrsNode< Pool3DAttrs >, tvm::AttrsNode< LayerNormAttrs >, tvm::AttrsNode< SqueezeAttrs >, tvm::AttrsNode< Pool2DAttrs >, tvm::AttrsNode< OneHotAttrs >, tvm::AttrsNode< NLLLossAttrs >, tvm::AttrsNode< BatchNormAttrs >, tvm::AttrsNode< RepeatAttrs >, tvm::AttrsNode< Pool1DAttrs >, tvm::AttrsNode< ScanopAttrs >, tvm::AttrsNode< LeakyReluAttrs >, tvm::AttrsNode< CallTIRWithGradAttrs >, tvm::AttrsNode< CallTIRInplaceAttrs >, tvm::AttrsNode< AstypeAttrs >, tvm::AttrsNode< PadAttrs >, tvm::AttrsNode< DropoutAttrs >, tvm::AttrsNode< TopKAttrs >, tvm::AttrsNode< MultinomialFromUniformAttrs >, tvm::AttrsNode< Conv3DAttrs >, tvm::AttrsNode< VirtualDeviceNode >, tvm::AttrsNode< WrapParamAttrs >, tvm::AttrsNode< TileAttrs >, tvm::AttrsNode< StridedSliceAttrs >, tvm::AttrsNode< SplitAttrs >, tvm::AttrsNode< RMSNormAttrs >, tvm::AttrsNode< QuantizeAttrs >, tvm::AttrsNode< Conv2DAttrs >, tvm::AttrsNode< SortAttrs >, tvm::AttrsNode< Conv1DAttrs >, tvm::AttrsNode< ArgsortAttrs >, tvm::AttrsNode< StatisticalAttrs >, tvm::AttrsNode< LayoutTransformAttrs >, tvm::AttrsNode< Conv1DTransposeAttrs >, tvm::AttrsNode< Conv2DTransposeAttrs >, tvm::AttrsNode< PermuteDimsAttrs >, tvm::AttrsNode< GroupNormAttrs >, and tvm::AttrsNode< GatherNDAttrs >.

Member Data Documentation

_type_has_method_sequal_reduce

constexpr const bool tvm::BaseAttrsNode::_type_has_method_sequal_reduce = true

staticconstexpr

_type_has_method_shash_reduce

constexpr const bool tvm::BaseAttrsNode::_type_has_method_shash_reduce = true

staticconstexpr

_type_key

constexpr const char* tvm::BaseAttrsNode::_type_key = "Attrs"

staticconstexpr

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

• include/tvm/ir/attrs.h