Inheritance diagram for tvm::meta_schedule::TaskScheduler:

Collaboration diagram for tvm::meta_schedule::TaskScheduler:

Public Member Functions
	TVM_DEFINE_MUTABLE_NOTNULLABLE_OBJECT_REF_METHODS (TaskScheduler, ObjectRef, TaskSchedulerNode)

Public Member Functions inherited from tvm::runtime::ObjectRef
	ObjectRef ()=default
	default constructor More...

	ObjectRef (ObjectPtr< Object > data)
	Constructor from existing object ptr. More...

bool	same_as (const ObjectRef &other) const
	Comparator. More...

bool	operator== (const ObjectRef &other) const
	Comparator. More...

bool	operator!= (const ObjectRef &other) const
	Comparator. More...

bool	operator< (const ObjectRef &other) const
	Comparator. More...

bool	defined () const

const Object *	get () const

const Object *	operator-> () const

bool	unique () const

int	use_count () const

template<typename ObjectType , typename = std::enable_if_t<std::is_base_of_v<Object, ObjectType>>>
const ObjectType *	as () const
	Try to downcast the internal Object to a raw pointer of a corresponding type. More...

template<typename ObjectRefType , typename = std::enable_if_t<std::is_base_of_v<ObjectRef, ObjectRefType>>>
Optional< ObjectRefType >	as () const
	Try to downcast the ObjectRef to a Optional<T> of the requested type. More...

Static Public Member Functions
static TaskScheduler	RoundRobin (PackedFunc logger)
	Create a task scheduler that fetches tasks in a round-robin fashion. More...

static TaskScheduler	GradientBased (PackedFunc logger, double alpha, int window_size, support::LinearCongruentialEngine::TRandState seed)
	Create a task scheduler that fetches tasks in a gradient based fashion. More...

static TaskScheduler	PyTaskScheduler (PackedFunc logger, PyTaskSchedulerNode::FNextTaskId f_next_task_id, PyTaskSchedulerNode::FJoinRunningTask f_join_running_task, PyTaskSchedulerNode::FTune f_tune)
	Create a task scheduler with customized methods on the python-side. More...

Additional Inherited Members
Public Types inherited from tvm::runtime::ObjectRef
using	ContainerType = Object
	type indicate the container type. More...

Static Public Attributes inherited from tvm::runtime::ObjectRef
static constexpr bool	_type_is_nullable = true

Protected Member Functions inherited from tvm::runtime::ObjectRef
Object *	get_mutable () const

Static Protected Member Functions inherited from tvm::runtime::ObjectRef
template<typename T >
static T	DowncastNoCheck (ObjectRef ref)
	Internal helper function downcast a ref without check. More...

static void	FFIClearAfterMove (ObjectRef *ref)
	Clear the object ref data field without DecRef after we successfully moved the field. More...

template<typename ObjectType >
static ObjectPtr< ObjectType >	GetDataPtr (const ObjectRef &ref)
	Internal helper function get data_ as ObjectPtr of ObjectType. More...

Protected Attributes inherited from tvm::runtime::ObjectRef
ObjectPtr< Object >	data_
	Internal pointer that backs the reference. More...

Detailed Description

Managed reference to TaskSchedulerNode.

Member Function Documentation

static TaskScheduler tvm::meta_schedule::TaskScheduler::GradientBased	(	PackedFunc	logger,
		double	alpha,
		int	window_size,
		support::LinearCongruentialEngine::TRandState	seed
	)

static

Create a task scheduler that fetches tasks in a gradient based fashion.

Parameters

logger	The tuning task's logging function.
alpha	The parameter alpha to control gradient computation.
window_size	The parameter to control backward window size.
seed	The random seed.

static TaskScheduler tvm::meta_schedule::TaskScheduler::PyTaskScheduler	(	PackedFunc	logger,
		PyTaskSchedulerNode::FNextTaskId	f_next_task_id,
		PyTaskSchedulerNode::FJoinRunningTask	f_join_running_task,
		PyTaskSchedulerNode::FTune	f_tune
	)

static

Create a task scheduler with customized methods on the python-side.

Parameters

logger	The tuning task's logging function.
f_next_task_id	The packed function of `NextTaskId`.
f_join_running_task	The packed function of `JoinRunningTask`.
f_tune	The packed function of `Tune`.

static TaskScheduler tvm::meta_schedule::TaskScheduler::RoundRobin ( PackedFunc logger )

static

Create a task scheduler that fetches tasks in a round-robin fashion.

Parameters

logger The tuning task's logging function.

tvm::meta_schedule::TaskScheduler::TVM_DEFINE_MUTABLE_NOTNULLABLE_OBJECT_REF_METHODS	(	TaskScheduler	,
		ObjectRef	,
		TaskSchedulerNode
	)

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