tvm::IRModule Class Reference

Managed reference class to IRModuleNode. More...

#include <module.h>

Inheritance diagram for tvm::IRModule:

Collaboration diagram for tvm::IRModule:

Public Types
using	ContainerType = IRModuleNode
	Declare the container type. More...
Public Types inherited from tvm::runtime::ObjectRef
using	ContainerType = Object
	type indicate the container type. More...

Public Member Functions
	IRModule (Map< GlobalVar, BaseFunc > functions, Map< GlobalTypeVar, TypeData > type_definitions={}, std::unordered_set< String > import_set={}, SourceMap map={}, DictAttrs attrs=DictAttrs(), Map< String, Array< GlobalInfo >> global_infos={})
	constructor More...
	IRModule ()
	default constructor More...
	IRModule (ObjectPtr< Object > n)
	constructor More...
IRModuleNode *	operator-> () const
IRModule	ShallowCopyIRModule (IRModule mod)
	Create a shallow copy of an IRModule. More...
	TVM_DEFINE_OBJECT_REF_COW_METHOD (IRModuleNode)
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 std::pair< IRModule, GlobalVar >	FromExprInContext (const RelayExpr &expr, const Map< GlobalVar, BaseFunc > &global_funcs={}, const Map< GlobalTypeVar, TypeData > &type_definitions={}, std::unordered_set< String > import_set={})
	Constructs a module from a standalone expression expr. More...
static IRModule	FromExpr (const RelayExpr &expr, const Map< GlobalVar, BaseFunc > &global_funcs={}, const Map< GlobalTypeVar, TypeData > &type_definitions={})
	As for FromExprInContext, but assuming expr is bound to 'main' and no imports. More...
static IRModule	FromText (const String &text, const String &source_path)
	Parse text format source file into an IRModule. More...

Static Public Attributes
static constexpr bool	_type_is_nullable = false
	Declare whether Ref is nullable. More...
Static Public Attributes inherited from tvm::runtime::ObjectRef
static constexpr bool	_type_is_nullable = true

Additional Inherited Members
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 class to IRModuleNode.

See also

IRModuleNode

Member Typedef Documentation

ContainerType

using tvm::IRModule::ContainerType = IRModuleNode

Declare the container type.

Constructor & Destructor Documentation

IRModule() [1/3]

tvm::IRModule::IRModule ( Map< GlobalVar, BaseFunc >  functions, Map< GlobalTypeVar, TypeData >  type_definitions = {}, std::unordered_set< String >  import_set = {}, SourceMap  map = {}, DictAttrs  attrs = DictAttrs(), Map< String, Array< GlobalInfo >>  global_infos = {}  )

explicit

constructor

Parameters

functions	Functions in the module.
type_definitions	Type definitions in the module.
import_set	Set of imported files in the module.
map	The module source map.
attrs	The module meta-data attributes.
global_infos	Global infos in the module.

IRModule() [2/3]

tvm::IRModule::IRModule ( )

inline

default constructor

IRModule() [3/3]

tvm::IRModule::IRModule ( ObjectPtr< Object >  n )

inlineexplicit

constructor

Parameters

n	The object pointer.

Member Function Documentation

FromExpr()

static IRModule tvm::IRModule::FromExpr ( const RelayExpr &  expr, const Map< GlobalVar, BaseFunc > &  global_funcs = {}, const Map< GlobalTypeVar, TypeData > &  type_definitions = {}  )

static

As for FromExprInContext, but assuming expr is bound to 'main' and no imports.

FromExprInContext()

static std::pair<IRModule, GlobalVar> tvm::IRModule::FromExprInContext ( const RelayExpr &  expr, const Map< GlobalVar, BaseFunc > &  global_funcs = {}, const Map< GlobalTypeVar, TypeData > &  type_definitions = {}, std::unordered_set< String >  import_set = {}  )

static

Constructs a module from a standalone expression expr.

If expr is a function it will be bound directly. Otherwise a function over the free variables of expr (possibly none) with expr as body is created and bound.

The function is bound to, in preference order:

• The "global_symbol" attribute of expr, if it is a function with that attribute.
• 'main'
• A unique name derived from 'main' if 'main' is already bound in global_funcs.

Additional global functions and type definitions may be included in the result module.

See also FromExpr.

Parameters

expr	The expression to set as the main function to the module.
global_funcs	The global function map. Default empty.
type_definitions	The global type definition map. Default empty.
import_set	Set of external modules already imported. Default empty.

Returns

A module with expr set as the main function, and the global var to which expr was bound (typcially 'main').

TODO(mbs): Does import_set and the bound global var need to be exposed via ffi?

FromText()

static IRModule tvm::IRModule::FromText ( const String &  text, const String &  source_path  )

static

Parse text format source file into an IRModule.

Parameters

text	A string of Relay source code.
source_path	The path to the source file.

Returns

A Relay module.

operator->()

IRModuleNode* tvm::IRModule::operator-> ( ) const

inline

Returns

mutable pointers to the node.

ShallowCopyIRModule()

IRModule tvm::IRModule::ShallowCopyIRModule

(

IRModule

mod

)

Create a shallow copy of an IRModule.

Parameters

mod	The module to copy.

Returns

The copied module.

TVM_DEFINE_OBJECT_REF_COW_METHOD()

tvm::IRModule::TVM_DEFINE_OBJECT_REF_COW_METHOD

(

IRModuleNode

)

Member Data Documentation

_type_is_nullable

constexpr bool tvm::IRModule::_type_is_nullable = false

staticconstexpr

Declare whether Ref is nullable.

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

• include/tvm/ir/module.h