#include <tuning_api.h>

Inheritance diagram for tvm::relax::DatabaseNode:

Collaboration diagram for tvm::relax::DatabaseNode:

Public Member Functions
virtual	~DatabaseNode ()=default
	Default destructor. More...

virtual bool	HasWorkload (const IRModule &mod)=0
	Check if the database has the given workload. More...

virtual bool	HasMeasurementRecord (const meta_schedule::Workload &workload, const Target &target)=0
	Check if the database has a measurement record for the given workload and target pair. More...

virtual bool	HasTuningRecord (const meta_schedule::Workload &workload, const Target &target)=0
	Check if the database has a tuning record for the given workload and target pair. More...

virtual meta_schedule::Workload	CommitWorkload (const IRModule &mod)=0
	Look up or add workload to the database if missing. More...

virtual void	CommitMeasurementRecord (const meta_schedule::Workload &workload, const Target &target, const Array< FloatImm > &record)=0
	Add a measurement record for a given pair of target and workload to the database. More...

virtual void	CommitTuningRecord (const meta_schedule::Workload &workload, const Target &target, const TuningRecord &record)=0
	Add a tuning record for a given pair of target and workload to the database. More...

virtual Array< TuningRecord >	GetTopK (const meta_schedule::Workload &workload, const Target &target, int top_k)=0
	Get the top K tuning records of given workload and target from the database. More...

virtual Array< FloatImm >	GetMeasurementRecord (const meta_schedule::Workload &workload, const Target target)=0
	Get the measurement record of given workload and target from the database. More...

	TVM_DECLARE_BASE_OBJECT_INFO (DatabaseNode, runtime::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 char *	_type_key = "relax.tuning_api.Database"

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...

Constructor & Destructor Documentation

◆ ~DatabaseNode()

virtual tvm::relax::DatabaseNode::~DatabaseNode ( )

virtualdefault

Default destructor.

Member Function Documentation

◆ CommitMeasurementRecord()

virtual void tvm::relax::DatabaseNode::CommitMeasurementRecord	(	const meta_schedule::Workload &	workload,
		const Target &	target,
		const Array< FloatImm > &	record
	)

pure virtual

Add a measurement record for a given pair of target and workload to the database.

Parameters

workload	Workload to be searched for.
target	Target to be searched for.
record	Measurement record to be added.

◆ CommitTuningRecord()

virtual void tvm::relax::DatabaseNode::CommitTuningRecord	(	const meta_schedule::Workload &	workload,
		const Target &	target,
		const TuningRecord &	record
	)

pure virtual

Add a tuning record for a given pair of target and workload to the database.

Parameters

workload	Workload to be searched for.
target	Target to be searched for.
record	Tuning record to be added.

◆ CommitWorkload()

virtual meta_schedule::Workload tvm::relax::DatabaseNode::CommitWorkload ( const IRModule & mod )

pure virtual

Look up or add workload to the database if missing.

Parameters

mod	The IRModule to be searched for or added.

Returns: The workload corresponding to the given IRModule.

◆ GetMeasurementRecord()

virtual Array<FloatImm> tvm::relax::DatabaseNode::GetMeasurementRecord	(	const meta_schedule::Workload &	workload,
		const Target	target
	)

pure virtual

Get the measurement record of given workload and target from the database.

Parameters

workload	The workload to be searched for.
target	Target to be searched for.

Returns: Measurement.

◆ GetTopK()

virtual Array<TuningRecord> tvm::relax::DatabaseNode::GetTopK	(	const meta_schedule::Workload &	workload,
		const Target &	target,
		int	top_k
	)

pure virtual

Get the top K tuning records of given workload and target from the database.

Parameters

workload	The workload to be searched for.
target	Target to be searched for.
top_k	The number of top records to be returned.

Returns: An array of top K tuning records for the given workload.

◆ HasMeasurementRecord()

virtual bool tvm::relax::DatabaseNode::HasMeasurementRecord	(	const meta_schedule::Workload &	workload,
		const Target &	target
	)

pure virtual

Check if the database has a measurement record for the given workload and target pair.

Parameters

workload	The workload to be searched for.
target	The target to be searched for.

Returns: Whether the database has the measurement record for given workload and target pair.

◆ HasTuningRecord()

virtual bool tvm::relax::DatabaseNode::HasTuningRecord	(	const meta_schedule::Workload &	workload,
		const Target &	target
	)

pure virtual

Check if the database has a tuning record for the given workload and target pair.

Parameters

workload	The workload to be searched for.
target	The target to be searched for.

Returns: Whether the database has the tuning record for the given workload and target pair.

◆ HasWorkload()

virtual bool tvm::relax::DatabaseNode::HasWorkload ( const IRModule & mod )

pure virtual

Check if the database has the given workload.

Parameters

mod	The IRModule to be searched for.

Returns: Whether the database has the given workload.

◆ TVM_DECLARE_BASE_OBJECT_INFO()

tvm::relax::DatabaseNode::TVM_DECLARE_BASE_OBJECT_INFO	(	DatabaseNode	,
		runtime::Object
	)

Member Data Documentation

◆ _type_key

constexpr const char* tvm::relax::DatabaseNode::_type_key = "relax.tuning_api.Database"

staticconstexpr

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

include/tvm/relax/tuning_api.h

Public Member Functions

Static Public Attributes

Additional Inherited Members

Constructor & Destructor Documentation

◆ ~DatabaseNode()

Member Function Documentation

◆ CommitMeasurementRecord()

◆ CommitTuningRecord()

◆ CommitWorkload()

◆ GetMeasurementRecord()

◆ GetTopK()

◆ HasMeasurementRecord()

◆ HasTuningRecord()

◆ HasWorkload()

◆ TVM_DECLARE_BASE_OBJECT_INFO()

Member Data Documentation

◆ _type_key