24 #ifndef TVM_IR_MODULE_H_ 25 #define TVM_IR_MODULE_H_ 37 #include <unordered_map> 38 #include <unordered_set> 86 template <
typename TObjectRef>
88 const std::string& attr_key,
90 return attrs.
GetAttr(attr_key, default_value);
93 template <
typename TObjectRef>
122 v->Visit(
"functions", &functions);
123 v->Visit(
"type_definitions", &type_definitions);
124 v->Visit(
"global_var_map_", &global_var_map_);
125 v->Visit(
"global_type_var_map_", &global_type_var_map_);
126 v->Visit(
"source_map", &source_map);
127 v->Visit(
"attrs", &attrs);
171 bool update =
false);
315 TVM_DLL std::unordered_set<String>
Imports()
const;
347 std::unordered_map<int32_t, Constructor> constructor_tag_map_;
352 std::unordered_set<String> import_set_;
384 auto* ptr = get_mutable();
385 ICHECK(ptr !=
nullptr);
414 static std::pair<IRModule, GlobalVar> FromExprInContext(
417 std::unordered_set<String> import_set = {});
446 static constexpr
bool _type_is_nullable =
false;
525 #endif // TVM_IR_MODULE_H_ static constexpr const bool _type_has_method_shash_reduce
Definition: module.h:319
constexpr const char * kExecutor
Executor targetted by the module.
Definition: module.h:489
void VisitAttrs(AttrVisitor *v)
Definition: module.h:121
A custom smart pointer for Object.
Definition: object.h:358
Boolean constant.
Definition: expr.h:369
TVM_DECLARE_FINAL_OBJECT_INFO(IRModuleNode, Object)
String AsText(const ObjectRef &node, bool show_meta_data=true, runtime::TypedPackedFunc< String(ObjectRef)> annotate=nullptr)
Render the node as a string in the text format.
void ImportFromStd(const String &path)
Import Relay code from the file at path, relative to the standard library.
void AddUnchecked(const GlobalVar &var, const BaseFunc &func)
Add a function to the global environment.
constexpr const char * kConstantMemoryPools
constant memory pools of the module
Definition: module.h:516
Runtime String container types.
void AddTypeDef(const GlobalTypeVar &var, const TypeData &type, bool update=false)
Add a type-level definition to the global environment.
A Reducer class to reduce the structural equality result of two objects.
Definition: structural_equal.h:102
IRModuleNode()
Definition: module.h:119
TypeData LookupTypeDef(const GlobalTypeVar &var) const
Look up a global type definition by its variable.
void Add(const GlobalVar &var, const BaseFunc &func, bool update=false)
Add a function to the global environment.
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
Optional< TObjectRef > GetAttr(const std::string &attr_key, TObjectRef default_value) const
Definition: module.h:94
A Reducer class to reduce the structural hash value.
Definition: structural_hash.h:102
PrimExpr equal(PrimExpr a, PrimExpr b, Span span=Span())
equal
GlobalTypeVar GetGlobalTypeVar(const String &str) const
Look up a global function by its name.
Managed reference to GlobalTypeVarNode.
Definition: type.h:313
A map from source names to source code.
Bool ShouldLinkParameters() const
Should Link Parameters into the module.
bool ContainGlobalTypeVar(const String &name) const
Check if the global_type_var_map_ contains a global type variable.
Managed reference to DictAttrsNode.
Definition: attrs.h:227
base class of all object containers.
Definition: object.h:167
Definition: source_map.h:97
Constructor GetConstructor(const String &adt, const String &cons) const
Find constructor of ADT using name.
Managed reference to ConstructorNode.
Definition: adt.h:88
static constexpr const char * _type_key
Definition: module.h:317
bool ContainGlobalVar(const String &name) const
Check if the global_var_map_ contains a global variable.
void AddTypeDefUnchecked(const GlobalTypeVar &var, const TypeData &type, bool update=false)
Add a type-level definition to the global environment.
parser::SourceMap source_map
The source map for the module.
Definition: module.h:63
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
GlobalVar GetGlobalVar(const String &str) const
Lookup a global function by its variable.
IR/AST nodes for the unified type system in TVM.
Map< GlobalVar, BaseFunc > functions
A map from ids to all global functions.
Definition: module.h:59
void Remove(const GlobalVar &var)
Remove a function from the global environment.
Optional< TObjectRef > GetAttr(const std::string &attr_key, Optional< TObjectRef > default_value=Optional< TObjectRef >(nullptr)) const
Get a function attribute.
Definition: attrs.h:259
Array, container representing a contiguous sequence of ObjectRefs.
Definition: array.h:270
Constructor LookupTag(const int32_t tag)
Look up a constructor by its tag.
Array< GlobalTypeVar > GetGlobalTypeVars() const
Collect all global type vars defined in this module.
Managed reference to GlobalVarNode.
Definition: expr.h:261
IRModuleNode * operator->() const
Definition: module.h:383
IRModule(ObjectPtr< Object > n)
constructor
Definition: module.h:381
constexpr const char * kConstantsArray
Definition: module.h:521
Reference to string objects.
Definition: string.h:124
Please refer to TypedPackedFunc<R(Args..)>.
Definition: packed_func.h:60
Managed reference to RelayExprNode.
Definition: expr.h:217
friend class IRModule
Definition: module.h:353
IRModule ShallowCopy()
Create a shallow copy of this IRModule.
Algebraic data type definitions.
Array< GlobalVar > GetGlobalVars() const
Collect all global vars defined in this module.
String PrettyPrint(const ObjectRef &node)
Pretty print a node for debug purposes.
Var var(std::string name_hint, DataType t=DataType::Int(32))
Construct a new Var expression.
Base class of all object reference.
Definition: object.h:511
#define TVM_DEFINE_OBJECT_REF_COW_METHOD(ObjectName)
Define CopyOnWrite function in an ObjectRef.
Definition: object.h:785
constexpr const char * kWorkspaceMemoryPools
workspace memory pools of the module
Definition: module.h:507
void UpdateTypeDef(const GlobalTypeVar &var, const TypeData &type)
Update a type definition in the global environment.
void Import(const String &path)
Import Relay code from the file at path.
Managed reference class to IRModuleNode.
Definition: module.h:360
Stores all data for an Algebraic Data Type (ADT).
Definition: adt.h:149
Map container of NodeRef->NodeRef in DSL graph. Map implements copy on write semantics, which means map is mutable but copy will happen when array is referenced in more than two places.
Definition: map.h:1268
Runtime Map container types.
Managed reference to BaseFuncNode.
Definition: function.h:143
Optional container that to represent to a Nullable variant of T.
Definition: optional.h:51
DictAttrs attrs
Definition: module.h:65
bool SEqualReduce(const IRModuleNode *other, SEqualReducer equal) const
std::unordered_set< String > Imports() const
The set of imported files.
tvm::PrimExpr mod(const tvm::PrimExpr &a, const tvm::PrimExpr &b)
Definition: broadcast.h:290
IRModule that holds functions and type definitions.
Definition: module.h:56
void SHashReduce(SHashReducer hash_reduce) const
constexpr const char * kRuntime
Runtime target of the module.
Definition: module.h:498
BaseFunc Lookup(const GlobalVar &var) const
Look up a global function by its variable.
bool HasNonzeroAttr(const std::string &attr_key) const
Check whether the module has an non-zero integer attr.
Definition: module.h:117
void Update(const GlobalVar &var, const BaseFunc &func)
Update a function in the global environment.
IRModule()
default constructor
Definition: module.h:376
Map< GlobalTypeVar, TypeData > type_definitions
A map from global type vars to ADT type data.
Definition: module.h:61
Optional< TObjectRef > GetAttr(const std::string &attr_key, Optional< TObjectRef > default_value=Optional< TObjectRef >(nullptr)) const
Get a module attribute.
Definition: module.h:87
static constexpr const bool _type_has_method_sequal_reduce
Definition: module.h:318
bool HasNonzeroAttr(const std::string &attr_key) const
Check whether the function has an non-zero integer attr.
Definition: attrs.h:298