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function.h
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19 
24 #ifndef TVM_TIR_FUNCTION_H_
25 #define TVM_TIR_FUNCTION_H_
26 
27 #include <tvm/ir/function.h>
28 #include <tvm/runtime/ndarray.h>
29 #include <tvm/tir/buffer.h>
30 #include <tvm/tir/expr.h>
31 #include <tvm/tir/stmt.h>
32 
33 #include <string>
34 
35 namespace tvm {
36 namespace tir {
37 
46 class PrimFuncNode : public BaseFuncNode {
47  public:
101 
103  v->Visit("params", &params);
104  v->Visit("body", &body);
105  v->Visit("ret_type", &ret_type);
106  v->Visit("buffer_map", &buffer_map);
107  v->Visit("attrs", &attrs);
108  v->Visit("span", &span);
109  v->Visit("_checked_type_", &checked_type_);
110  }
111 
112  bool SEqualReduce(const PrimFuncNode* other, SEqualReducer equal) const {
113  // visit params and buffer_map first as they contains defs.
114  return equal.DefEqual(params, other->params) && equal(buffer_map, other->buffer_map) &&
115  equal(ret_type, other->ret_type) && equal(body, other->body) &&
116  equal(attrs, other->attrs);
117  }
118 
119  void SHashReduce(SHashReducer hash_reduce) const {
120  hash_reduce.DefHash(params);
121  hash_reduce(buffer_map);
122  hash_reduce(ret_type);
123  hash_reduce(body);
124  hash_reduce(attrs);
125  }
133  TVM_DLL FuncType func_type_annotation() const;
134 
136 
137  static constexpr const char* _type_key = "tir.PrimFunc";
139 };
140 
145 class PrimFunc : public BaseFunc {
146  public:
167  DictAttrs attrs = NullValue<DictAttrs>(), Span span = Span());
168 
171 };
172 
176 class TensorIntrinNode : public Object {
177  public:
182 
184  v->Visit("desc", &desc);
185  v->Visit("impl", &impl);
186  }
187 
188  static constexpr const char* _type_key = "tir.TensorIntrin";
190 };
191 
195 class TensorIntrin : public ObjectRef {
196  public:
202  TVM_DLL explicit TensorIntrin(PrimFunc desc, PrimFunc impl);
203 
213  TVM_DLL static void Register(String name, TensorIntrin intrin, bool override = false);
214 
224  TVM_DLL static Optional<TensorIntrin> Get(String name, bool allow_missing = false);
225 
227 };
228 
267 PrimFunc Specialize(PrimFunc func, const Map<Var, ObjectRef>& param_map);
268 
274 namespace attr {
275 
322 constexpr const char* kKernelLaunchParams = "tir.kernel_launch_params";
323 
329 constexpr const char* kNoAlias = "tir.noalias";
330 
339 constexpr const char* kIsEntryFunc = "tir.is_entry_func";
340 
346 constexpr const char* kIsGlobalFunc = "tir.is_global_func";
347 
353 constexpr const char* kIsHostFunc = "tir.is_host_func";
354 
355 } // namespace attr
356 } // namespace tir
357 } // namespace tvm
358 #endif // TVM_TIR_FUNCTION_H_
tvm::Span Span
Definition: base.h:65
DictAttrs attrs
Additional attributes storing the meta-data.
Definition: function.h:80
Function nodes.
bool DefEqual(const ObjectRef &lhs, const ObjectRef &rhs)
Reduce condition to comparison of two definitions, where free vars can be mapped. ...
A Reducer class to reduce the structural equality result of two objects.
Definition: structural_equal.h:124
void VisitAttrs(AttrVisitor *v)
Definition: function.h:183
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
A Reducer class to reduce the structural hash value.
Definition: structural_hash.h:110
constexpr const char * kIsHostFunc
Mark the function as run on the host, mutually exclusive with kTarget.
Definition: function.h:353
PrimExpr equal(PrimExpr a, PrimExpr b, Span span=Span())
equal
PrimFunc impl
The function of the implementation for the execution.
Definition: function.h:181
PrimFuncFrame PrimFunc()
The primitive function statement.
Primitive functions that contains TIR statements.
Definition: function.h:46
Tensor intrinsics for tensorization.
Definition: function.h:176
Managed reference to DictAttrsNode.
Definition: attrs.h:227
base class of all object containers.
Definition: object.h:167
bool SEqualReduce(const PrimFuncNode *other, SEqualReducer equal) const
Definition: function.h:112
Type VoidType()
Definition: type.h:396
constexpr const char * kNoAlias
Whether to set noalias rule on the function arguments.
Definition: function.h:329
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
constexpr const char * kIsEntryFunc
Mark the function as the entry function of the final generated runtime module.
Definition: function.h:339
constexpr const char * kKernelLaunchParams
List of thread IterVar that a DeviceLaunch function corresponds to.
Definition: function.h:322
A device-independent managed NDArray abstraction.
Definition: source_map.h:120
TIR statements.
void VisitAttrs(tvm::AttrVisitor *v)
Definition: function.h:102
Managed reference to TensorIntrinNode.
Definition: function.h:195
Span span
Span that points to the original source code. Reserved debug information.
Definition: expr.h:55
Array< tir::Var > params
Function parameters.
Definition: function.h:49
TIR expressions.
Type checked_type_
Stores the result of type inference(type checking).
Definition: expr.h:369
Array, container representing a contiguous sequence of ObjectRefs.
Definition: array.h:289
Managed reference to PrimFuncNode.
Definition: function.h:145
void SHashReduce(SHashReducer hash_reduce) const
Definition: function.h:119
Container of all statements.
Definition: stmt.h:59
Reference to string objects.
Definition: string.h:98
#define TVM_DEFINE_OBJECT_REF_METHODS(TypeName, ParentType, ObjectName)
Definition: object.h:713
PrimFunc Specialize(PrimFunc func, const Map< Var, ObjectRef > &param_map)
Specialize parameters of PrimFunc.
TVM_DECLARE_FINAL_OBJECT_INFO(PrimFuncNode, BaseFuncNode)
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
Managed reference to FuncTypeNode.
Definition: type.h:480
constexpr const char * kIsGlobalFunc
Mark the function as the global function called from the host.
Definition: function.h:346
Map< tir::Var, Buffer > buffer_map
Maps some parameters to specific Buffer data structures.
Definition: function.h:100
Symbolic n-dimensional array, to represent a memory buffer.
Base node of all functions.
Definition: function.h:77
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:1271
Managed reference to BaseFuncNode.
Definition: function.h:143
Optional container that to represent to a Nullable variant of T.
Definition: optional.h:51
Managed reference to TypeNode.
Definition: type.h:93
FuncType func_type_annotation() const
Return the derived function annotation of this function.
tir::Stmt body
The body of the function.
Definition: function.h:51
static constexpr const char * _type_key
Definition: function.h:137
PrimFunc desc
The function to describe the computation.
Definition: function.h:179
Type ret_type
The return type of the function.
Definition: function.h:53
void DefHash(const ObjectRef &key) const
Push hash of key to the current sequence of hash values.
Definition: structural_hash.h:187