tvm::OpNode Class Reference

Primitive Op(builtin intrinsics) More...

#include <op.h>

Inheritance diagram for tvm::OpNode:

Collaboration diagram for tvm::OpNode:

Public Member Functions
	TVM_DECLARE_FINAL_OBJECT_INFO (OpNode, RelaxExprNode)
Public Member Functions inherited from tvm::RelaxExprNode
	TVM_DECLARE_BASE_OBJECT_INFO (RelaxExprNode, BaseExprNode)
Public Member Functions inherited from tvm::BaseExprNode
	TVM_DECLARE_BASE_OBJECT_INFO (BaseExprNode, Object)

Static Public Member Functions
static void	RegisterReflection ()
Static Public Member Functions inherited from tvm::RelaxExprNode
static void	RegisterReflection ()
Static Public Member Functions inherited from tvm::BaseExprNode
static void	RegisterReflection ()

Public Attributes
String	name
	name of the operator More...
FuncType	op_type
	the type of the operator More...
String	description
	detailed description of the operator This can be used to generate docstring automatically for the operator. More...
Array< AttrFieldInfo >	arguments
String	attrs_type_key
	The type key of the attribute field This can be empty, in which case it defaults to anything. More...
uint32_t	attrs_type_index {0}
	attribute type index, this field varies in each run and is not exposed to frontend. More...
int32_t	num_inputs = -1
	number of input arguments to the operator, -1 means it is variable length More...
int32_t	support_level = 10
	support level of the operator, The lower the more priority it contains. This is in analogies to BLAS levels. More...
Public Attributes inherited from tvm::RelaxExprNode
Optional< ObjectRef >	struct_info_ = Optional<ObjectRef>()
	Stores the result of structure information of the expression that encapsulate both static shape and runtime information such as shape. 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 TVMFFISEqHashKind	_type_s_eq_hash_kind = kTVMFFISEqHashKindUniqueInstance
static constexpr const char *	_type_key = "ir.Op"
Static Public Attributes inherited from tvm::RelaxExprNode
static constexpr const char *	_type_key = "ir.RelaxExpr"
static constexpr const uint32_t	_type_child_slots = 22
Static Public Attributes inherited from tvm::BaseExprNode
static constexpr const char *	_type_key = "ir.BaseExpr"
static constexpr TVMFFISEqHashKind	_type_s_eq_hash_kind = kTVMFFISEqHashKindTreeNode
static constexpr const uint32_t	_type_child_slots = 64

Friends
template<typename >
class	AttrRegistryMapContainerMap
template<typename , typename >
class	AttrRegistry
class	OpRegEntry

Detailed Description

Primitive Op(builtin intrinsics)

This data structure stores the meta-data about primitive operators that can be invoked via Call.

Low-level IR intrinsics(such as libc.expf) are also implemented via Op.

See also

Op

Member Function Documentation

RegisterReflection()

static void tvm::OpNode::RegisterReflection ( )

inlinestatic

TVM_DECLARE_FINAL_OBJECT_INFO()

tvm::OpNode::TVM_DECLARE_FINAL_OBJECT_INFO	(	OpNode	,
		RelaxExprNode
	)

Friends And Related Function Documentation

AttrRegistry

template<typename , typename >

friend class AttrRegistry

friend

AttrRegistryMapContainerMap

template<typename >

friend class AttrRegistryMapContainerMap

friend

OpRegEntry

friend class OpRegEntry

friend

Member Data Documentation

_type_key

constexpr const char* tvm::OpNode::_type_key = "ir.Op"

staticconstexpr

_type_s_eq_hash_kind

constexpr TVMFFISEqHashKind tvm::OpNode::_type_s_eq_hash_kind = kTVMFFISEqHashKindUniqueInstance

staticconstexpr

arguments

Array<AttrFieldInfo> tvm::OpNode::arguments

attrs_type_index

uint32_t tvm::OpNode::attrs_type_index {0}

attribute type index, this field varies in each run and is not exposed to frontend.

attrs_type_key

String tvm::OpNode::attrs_type_key

The type key of the attribute field This can be empty, in which case it defaults to anything.

description

String tvm::OpNode::description

detailed description of the operator This can be used to generate docstring automatically for the operator.

name

String tvm::OpNode::name

name of the operator

num_inputs

int32_t tvm::OpNode::num_inputs = -1

number of input arguments to the operator, -1 means it is variable length

op_type

FuncType tvm::OpNode::op_type

mutable

the type of the operator

support_level

int32_t tvm::OpNode::support_level = 10

support level of the operator, The lower the more priority it contains. This is in analogies to BLAS levels.

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

• include/tvm/ir/op.h