tvm
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:
93 
95  v->Visit("params", &params);
96  v->Visit("body", &body);
97  v->Visit("ret_type", &ret_type);
98  v->Visit("buffer_map", &buffer_map);
99  v->Visit("attrs", &attrs);
100  v->Visit("span", &span);
101  v->Visit("_checked_type_", &checked_type_);
102  }
103 
104  bool SEqualReduce(const PrimFuncNode* other, SEqualReducer equal) const {
105  // visit params and buffer_map first as they contains defs.
106  return equal.DefEqual(params, other->params) && equal(buffer_map, other->buffer_map) &&
107  equal(ret_type, other->ret_type) && equal(body, other->body) &&
108  equal(attrs, other->attrs);
109  }
110 
111  void SHashReduce(SHashReducer hash_reduce) const {
112  hash_reduce.DefHash(params);
113  hash_reduce(buffer_map);
114  hash_reduce(ret_type);
115  hash_reduce(body);
116  hash_reduce(attrs);
117  }
125  TVM_DLL FuncType func_type_annotation() const;
126 
127  static constexpr const char* _type_key = "tir.PrimFunc";
129 };
130 
135 class PrimFunc : public BaseFunc {
136  public:
148  DictAttrs attrs = NullValue<DictAttrs>(), Span span = Span());
149 
152 };
153 
162 class LinkedParamNode : public Object {
163  public:
165  int64_t id;
166 
169 
171  v->Visit("id", &id);
172  v->Visit("param", &param);
173  }
174 
175  static constexpr const char* _type_key = "tir.LinkedParam";
177 };
178 
182 class LinkedParam : public ObjectRef {
183  public:
184  TVM_DLL LinkedParam(int64_t id, ::tvm::runtime::NDArray param);
185 
188 };
189 
228 PrimFunc Specialize(PrimFunc func, const Map<Var, ObjectRef>& param_map);
229 
235 namespace attr {
256 constexpr const char* kDeviceThreadAxis = "tir.device_thread_axis";
257 
263 constexpr const char* kDeviceUseDynSharedMemory = "tir.device_use_dyn_shared_memory";
264 
270 constexpr const char* kNoAlias = "tir.noalias";
271 
280 constexpr const char* kIsEntryFunc = "tir.is_entry_func";
281 
290 constexpr const char* kLinkedParams = "tir.linked_params";
291 
292 } // namespace attr
293 } // namespace tir
294 } // namespace tvm
295 #endif // TVM_TIR_FUNCTION_H_
tvm::Span Span
Definition: base.h:65
constexpr const char * kLinkedParams
Parameters used in the module that should be linked by the codegen.
Definition: function.h:290
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. ...
Definition: structural_equal.h:165
int64_t id
Unique numeric identifier used by runtimes to lookup this parameter.
Definition: function.h:165
A Reducer class to reduce the structural equality result of two objects.
Definition: structural_equal.h:102
Performance counters for profiling via the PAPI library.
Definition: analyzer.h:36
A Reducer class to reduce the structural hash value.
Definition: structural_hash.h:101
PrimExpr equal(PrimExpr a, PrimExpr b, Span span=Span())
equal
Primitive functions that contains TIR statements.
Definition: function.h:46
Managed reference to DictAttrsNode.
Definition: attrs.h:227
base class of all object containers.
Definition: object.h:165
Managed NDArray. The array is backed by reference counted blocks.
Definition: ndarray.h:59
bool SEqualReduce(const PrimFuncNode *other, SEqualReducer equal) const
Definition: function.h:104
Type VoidType()
Definition: type.h:377
constexpr const char * kNoAlias
Whether to set noalias rule on the function arguments.
Definition: function.h:270
Managed reference to LinkedParamNode.
Definition: function.h:182
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:280
A device-independent managed NDArray abstraction.
Definition: span.h:115
TIR statements.
::tvm::runtime::NDArray param
Parameter data which should get linked into the final module.
Definition: function.h:168
void VisitAttrs(tvm::AttrVisitor *v)
Definition: function.h:94
Span span
Span that points to the original source code. Reserved debug information.
Definition: expr.h:52
Array< tir::Var > params
Function parameters.
Definition: function.h:49
void VisitAttrs(tvm::AttrVisitor *v)
Definition: function.h:170
TIR expressions.
Type checked_type_
Stores the result of type inference(type checking).
Definition: expr.h:150
Array, container representing a contiguous sequence of ObjectRefs.
Definition: array.h:270
Managed reference to PrimFuncNode.
Definition: function.h:135
void SHashReduce(SHashReducer hash_reduce) const
Definition: function.h:111
Container of all statements.
Definition: stmt.h:57
#define TVM_DEFINE_OBJECT_REF_METHODS(TypeName, ParentType, ObjectName)
Definition: object.h:706
PrimFunc Specialize(PrimFunc func, const Map< Var, ObjectRef > &param_map)
Specialize parameters of PrimFunc.
TVM_DECLARE_FINAL_OBJECT_INFO(PrimFuncNode, BaseFuncNode)
Describes one parameter that should be linked into the generated module.
Definition: function.h:162
constexpr const char * kDeviceThreadAxis
List of thread IterVar that a DeviceLaunch function corresponds to.
Definition: function.h:256
Base class of all object reference.
Definition: object.h:504
#define TVM_DEFINE_OBJECT_REF_COW_METHOD(ObjectName)
Define CopyOnWrite function in an ObjectRef.
Definition: object.h:778
Managed reference to FuncTypeNode.
Definition: type.h:461
Map< tir::Var, Buffer > buffer_map
Maps some parameters to specific Buffer data structures.
Definition: function.h:92
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:1235
Managed reference to BaseFuncNode.
Definition: function.h:143
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:127
constexpr const char * kDeviceUseDynSharedMemory
Whether or not use dynamic shared memory.
Definition: function.h:263
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:178