The auto-scheduler's computational graph and related program analyses. More...

#include <compute_dag.h>

Inheritance diagram for tvm::auto_scheduler::ComputeDAGNode:

Collaboration diagram for tvm::auto_scheduler::ComputeDAGNode:

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

	TVM_DECLARE_FINAL_OBJECT_INFO (ComputeDAGNode, 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
Array< te::Tensor >	tensors
	Input and output tensors. This is used as the input of `tvm.lower` or `tvm.build`. More...

Array< te::Operation >	ops
	All used operations in topo order. More...

double	flop_ct
	The number of float operations in this ComputeDAG. More...

State	init_state
	The initial state without any transform steps. More...

AccessAnalyzer	access_analyzer
	The static read-write access analyzer. More...

Static Public Attributes
static constexpr const char *	_type_key = "auto_scheduler.ComputeDAG"

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

The auto-scheduler's computational graph and related program analyses.

Member Function Documentation

◆ TVM_DECLARE_FINAL_OBJECT_INFO()

tvm::auto_scheduler::ComputeDAGNode::TVM_DECLARE_FINAL_OBJECT_INFO	(	ComputeDAGNode	,
		Object
	)

◆ VisitAttrs()

void tvm::auto_scheduler::ComputeDAGNode::VisitAttrs ( tvm::AttrVisitor * v )

inline

Member Data Documentation

◆ _type_key

constexpr const char* tvm::auto_scheduler::ComputeDAGNode::_type_key = "auto_scheduler.ComputeDAG"

staticconstexpr

◆ access_analyzer

AccessAnalyzer tvm::auto_scheduler::ComputeDAGNode::access_analyzer

The static read-write access analyzer.

◆ flop_ct

double tvm::auto_scheduler::ComputeDAGNode::flop_ct

The number of float operations in this ComputeDAG.

◆ init_state

State tvm::auto_scheduler::ComputeDAGNode::init_state

The initial state without any transform steps.

◆ ops

Array<te::Operation> tvm::auto_scheduler::ComputeDAGNode::ops

All used operations in topo order.

◆ tensors

Array<te::Tensor> tvm::auto_scheduler::ComputeDAGNode::tensors

Input and output tensors. This is used as the input of tvm.lower or tvm.build.

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

include/tvm/auto_scheduler/compute_dag.h

Public Member Functions

Public Attributes

Static Public Attributes

Additional Inherited Members