24 #ifndef TVM_IR_MODULE_H_
25 #define TVM_IR_MODULE_H_
38 #include <unordered_map>
39 #include <unordered_set>
109 template <
typename TObjectRef>
111 const std::string& attr_key,
116 template <
typename TObjectRef>
156 v->Visit(
"attrs", &
attrs);
201 bool update =
false);
347 TVM_DLL std::unordered_set<String>
Imports()
const;
379 std::unordered_set<String> import_set = {}, SourceMap map = {},
380 DictAttrs attrs = DictAttrs(),
381 Map<String, Array<GlobalInfo>> global_infos = {});
393 ICHECK(ptr !=
nullptr);
425 std::unordered_set<String> import_set = {});
Runtime Array container types.
Visitor class to get the attributes of an AST/IR node. The content is going to be called for each fie...
Definition: reflection.h:52
Managed reference to BaseFuncNode.
Definition: function.h:230
Managed reference to ConstructorNode.
Definition: adt.h:88
Managed reference to DictAttrsNode.
Definition: attrs.h:227
bool HasNonzeroAttr(const std::string &attr_key) const
Check whether the function has an non-zero integer attr.
Definition: attrs.h:306
Optional< TObjectRef > GetAttr(const std::string &attr_key, Optional< TObjectRef > default_value=Optional< TObjectRef >(nullptr)) const
Get a function attribute.
Definition: attrs.h:258
Managed reference to GlobalTypeVarNode.
Definition: type.h:333
Managed reference to GlobalVarNode.
Definition: expr.h:487
IRModule that holds functions and type definitions.
Definition: module.h:57
bool HasNonzeroAttr(const std::string &attr_key) const
Check whether the module has an non-zero integer attr.
Definition: module.h:146
Map< String, GlobalVar > global_var_map_
A map from string names to global variables that ensures global uniqueness.
Definition: module.h:73
GlobalTypeVar GetGlobalTypeVar(const String &str) const
Look up a global function by its name.
bool ContainGlobalTypeVar(const String &name) const
Check if the global_type_var_map_ contains a global type variable.
IRModuleNode()
Definition: module.h:148
void Remove(const GlobalVar &var)
Remove a function from the global environment.
Constructor GetConstructor(const String &adt, const String &cons) const
Find constructor of ADT using name.
Array< GlobalVar > GetGlobalVars() const
Collect all global vars defined in this module, ordered by the global variable name.
GlobalVar GetGlobalVar(const String &str) const
Lookup a global function by its variable.
void SHashReduce(SHashReducer hash_reduce) const
void AddTypeDefUnchecked(const GlobalTypeVar &var, const TypeData &type, bool update=false)
Add a type-level definition to the global environment.
Array< GlobalTypeVar > GetGlobalTypeVars() const
Collect all global type vars defined in this module.
TypeData LookupTypeDef(const String &var) const
Look up a global type definition by its name.
static constexpr const bool _type_has_method_sequal_reduce
Definition: module.h:352
Optional< TObjectRef > GetAttr(const std::string &attr_key, Optional< TObjectRef > default_value=Optional< TObjectRef >(nullptr)) const
Get a module attribute.
Definition: module.h:110
void AddTypeDef(const GlobalTypeVar &var, const TypeData &type, bool update=false)
Add a type-level definition to the global environment.
void AddUnchecked(const GlobalVar &var, const BaseFunc &func)
Add a function to the global environment.
bool SEqualReduce(const IRModuleNode *other, SEqualReducer equal) const
TVM_DECLARE_FINAL_OBJECT_INFO(IRModuleNode, Object)
Map< GlobalTypeVar, TypeData > type_definitions
A map from global type vars to ADT type data.
Definition: module.h:62
std::unordered_set< String > import_set_
The files previously imported, required to ensure importing is idempotent for each module.
Definition: module.h:88
void Import(const String &path)
Import Relay code from the file at path.
void UpdateTypeDef(const GlobalTypeVar &var, const TypeData &type)
Update a type definition in the global environment.
static constexpr const char * _type_key
Definition: module.h:351
BaseFunc Lookup(const String &name) const
Look up a global function by its string name.
IRModule ShallowCopy()
Create a shallow copy of this IRModule.
Map< String, Array< GlobalInfo > > global_infos
Globally static object that are referred by the IR itself.
Definition: module.h:68
Map< GlobalVar, BaseFunc > functions
A map from ids to all global functions.
Definition: module.h:60
static constexpr const bool _type_has_method_shash_reduce
Definition: module.h:353
std::unordered_map< int32_t, Constructor > constructor_tag_map_
A map from constructor tags to constructor objects for convenient access.
Definition: module.h:83
BaseFunc Lookup(const GlobalVar &var) const
Look up a global function by its variable.
std::unordered_set< String > Imports() const
The set of imported files.
void Update(const IRModule &other)
Update the functions inside this environment by functions in another environment.
DictAttrs GetAttrs() const
Get the metadata attributes.
Definition: module.h:125
Optional< TObjectRef > GetAttr(const std::string &attr_key, TObjectRef default_value) const
Definition: module.h:117
void Add(const GlobalVar &var, const BaseFunc &func, bool update=false)
Add a function to the global environment.
SourceMap source_map
The source map for the module.
Definition: module.h:64
void Update(const GlobalVar &var, const BaseFunc &func)
Update a function in the global environment.
Map< String, GlobalTypeVar > global_type_var_map_
A map from string names to global type variables (ADT names) that ensures global uniqueness.
Definition: module.h:78
void ImportFromStd(const String &path)
Import Relay code from the file at path, relative to the standard library.
Constructor LookupTag(const int32_t tag)
Look up a constructor by its tag.
TypeData LookupTypeDef(const GlobalTypeVar &var) const
Look up a global type definition by its variable.
bool ContainGlobalVar(const String &name) const
Check if the global_var_map_ contains a global variable.
TVM_OBJECT_ENABLE_SCRIPT_PRINTER()
DictAttrs attrs
Definition: module.h:66
void UpdateGlobalInfo(const String &name, const Array< GlobalInfo > &info)
Update an array of global infos in the global environment.
void VisitAttrs(AttrVisitor *v)
Definition: module.h:150
Managed reference class to IRModuleNode.
Definition: module.h:366
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
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.
static IRModule FromText(const String &text, const String &source_path)
Parse text format source file into an IRModule.
IRModuleNode * operator->() const
Definition: module.h:391
static constexpr bool _type_is_nullable
Declare whether Ref is nullable.
Definition: module.h:454
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.
IRModule(ObjectPtr< Object > n)
constructor
Definition: module.h:389
TVM_DEFINE_OBJECT_REF_COW_METHOD(IRModuleNode)
IRModule()
default constructor
Definition: module.h:384
IRModule ShallowCopyIRModule(IRModule mod)
Create a shallow copy of an IRModule.
Managed reference to RelayExprNode.
Definition: expr.h:442
A Reducer class to reduce the structural equality result of two objects.
Definition: structural_equal.h:137
A Reducer class to reduce the structural hash value.
Definition: structural_hash.h:121
Definition: source_map.h:233
Stores all data for an Algebraic Data Type (ADT).
Definition: adt.h:149
Array, container representing a contiguous sequence of ObjectRefs.
Definition: array.h:289
Map container of NodeRef->NodeRef in DSL graph. Map implements copy on write semantics,...
Definition: map.h:1271
A custom smart pointer for Object.
Definition: object.h:362
Base class of all object reference.
Definition: object.h:519
Object * get_mutable() const
Definition: object.h:607
base class of all object containers.
Definition: object.h:171
Optional container that to represent to a Nullable variant of T.
Definition: optional.h:51
Reference to string objects.
Definition: string.h:98
Algebraic data type definitions.
GlobalInfo are globally static object that are referred by the IR itself.
IR/AST nodes for the unified type system in TVM.
Runtime Map container types.
constexpr const char * kConstantMemoryPools
constant memory pools of the module
Definition: module.h:507
constexpr const char * kConstants
Definition: module.h:516
constexpr const char * kWorkspaceMemoryPools
workspace memory pools of the module
Definition: module.h:498
constexpr const char * kConstNameToConstant
All the named runtime::NDArrays accumulated during compilation by external codegen....
Definition: module.h:563
constexpr const char * kModuleName
Name of the module.
Definition: module.h:471
constexpr const char * kExecutor
Executor targeted by the module.
Definition: module.h:480
constexpr const char * kExternalMods
All the runtime::Modules accumulated during compilation by external codegen. These modules must be ei...
Definition: module.h:524
constexpr const char * kSystemLibPrefix
A prefix for generating C symbols system lib creation.
Definition: module.h:553
constexpr const char * kRuntime
Runtime target of the module.
Definition: module.h:489
IRModuleFrame IRModule()
The IRModule declaration statement.
Definition: module.h:359
Var var(std::string name_hint, DataType t=DataType::Int(32))
Construct a new Var expression.
tvm::PrimExpr mod(const tvm::PrimExpr &a, const tvm::PrimExpr &b)
Definition: broadcast.h:290
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
PrimExpr equal(PrimExpr a, PrimExpr b, Span span=Span())
equal
A map from source names to source code.
Runtime String container types.