tvm
dataflow_pattern_functor.h
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19 
24 #ifndef TVM_RELAX_DATAFLOW_PATTERN_FUNCTOR_H_
25 #define TVM_RELAX_DATAFLOW_PATTERN_FUNCTOR_H_
26 
28 
29 #include <unordered_set>
30 #include <utility>
31 
32 namespace tvm {
33 namespace relax {
34 
42 template <typename FType>
44 
45 // functions to be overriden.
46 #define DFPATTERN_FUNCTOR_DEFAULT \
47  { return VisitDFPatternDefault_(op, std::forward<Args>(args)...); }
48 
49 #define RELAX_DFPATTERN_FUNCTOR_DISPATCH(OP) \
50  vtable.template set_dispatch<OP>([](const ObjectRef& n, TSelf* self, Args... args) { \
51  return self->VisitDFPattern_(static_cast<const OP*>(n.get()), std::forward<Args>(args)...); \
52  });
53 
54 template <typename R, typename... Args>
55 class DFPatternFunctor<R(const DFPattern& n, Args...)> {
56  private:
57  using TSelf = DFPatternFunctor<R(const DFPattern& n, Args...)>;
58  using FType = tvm::NodeFunctor<R(const ObjectRef& n, TSelf* self, Args...)>;
59 
60  public:
62  virtual ~DFPatternFunctor() {}
69  R operator()(const DFPattern& n, Args... args) {
70  return VisitDFPattern(n, std::forward<Args>(args)...);
71  }
78  virtual R VisitDFPattern(const DFPattern& n, Args... args) {
79  ICHECK(n.defined());
80  static FType vtable = InitVTable();
81  return vtable(n, this, std::forward<Args>(args)...);
82  }
83  // Functions that can be overriden by subclass
84  virtual R VisitDFPattern_(const OrPatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
85  virtual R VisitDFPattern_(const AndPatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
86  virtual R VisitDFPattern_(const NotPatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
87  virtual R VisitDFPattern_(const AttrPatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
88  virtual R VisitDFPattern_(const CallPatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
91  virtual R VisitDFPattern_(const ExprPatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
93  virtual R VisitDFPattern_(const ShapePatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
95  Args... args) DFPATTERN_FUNCTOR_DEFAULT;
96  virtual R VisitDFPattern_(const TuplePatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
98  Args... args) DFPATTERN_FUNCTOR_DEFAULT;
99  virtual R VisitDFPattern_(const TypePatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
101  virtual R VisitDFPattern_(const VarPatternNode* op, Args... args) DFPATTERN_FUNCTOR_DEFAULT;
102 
104  Args... args) DFPATTERN_FUNCTOR_DEFAULT;
107  Args... args) DFPATTERN_FUNCTOR_DEFAULT;
110  Args... args) DFPATTERN_FUNCTOR_DEFAULT;
111 
112  virtual R VisitDFPatternDefault_(const Object* op, Args...) {
113  LOG(FATAL) << "Do not have a default for " << op->GetTypeKey();
114  throw;
115  }
116 
117  private:
118  // initialize the vtable.
119  static FType InitVTable() {
120  FType vtable;
121  // Set dispatch
138 
144  return vtable;
145  }
146 };
147 
154 class DFPatternVisitor : public DFPatternFunctor<void(const DFPattern&)> {
155  public:
156  void VisitDFPattern(const DFPattern& pattern) override;
157  void VisitDFPattern_(const OrPatternNode* op) override;
158  void VisitDFPattern_(const AndPatternNode* op) override;
159  void VisitDFPattern_(const NotPatternNode* op) override;
160  void VisitDFPattern_(const AttrPatternNode* op) override;
161  void VisitDFPattern_(const CallPatternNode* op) override;
162  void VisitDFPattern_(const ConstantPatternNode* op) override;
163  void VisitDFPattern_(const DataTypePatternNode* op) override;
164  void VisitDFPattern_(const ExprPatternNode* op) override;
165  void VisitDFPattern_(const FunctionPatternNode* op) override;
166  void VisitDFPattern_(const ShapePatternNode* op) override;
167  void VisitDFPattern_(const TupleGetItemPatternNode* op) override;
168  void VisitDFPattern_(const TuplePatternNode* op) override;
169  void VisitDFPattern_(const StructInfoPatternNode* op) override;
170  void VisitDFPattern_(const TypePatternNode* op) override;
171  void VisitDFPattern_(const WildcardPatternNode* op) override;
172  void VisitDFPattern_(const VarPatternNode* op) override;
173 
174  void VisitDFPattern_(const DataflowVarPatternNode* op) override;
175  void VisitDFPattern_(const GlobalVarPatternNode* op) override;
176  void VisitDFPattern_(const ExternFuncPatternNode* op) override;
177  void VisitDFPattern_(const PrimArrPatternNode* op) override;
178  void VisitDFPattern_(const UnorderedTuplePatternNode* op) override;
179 
180  protected:
181  // set of already-visited nodes
182  std::unordered_set<const Object*> visited_;
183 };
184 
185 } // namespace relax
186 } // namespace tvm
187 #endif // TVM_RELAX_DATAFLOW_PATTERN_FUNCTOR_H_
A dynamically dispatched functor on the type of the first argument.
Definition: functor.h:64
Match a conjunction of other patterns.
Definition: dataflow_pattern.h:639
A pattern that asserting a root pattern has certain attributes.
Definition: dataflow_pattern.h:884
A pattern to match a callable node in Relax.
Definition: dataflow_pattern.h:460
A Pattern to Match a Relax Constant.
Definition: dataflow_pattern.h:439
Definition: dataflow_pattern_functor.h:55
R operator()(const DFPattern &n, Args... args)
Same as call.
Definition: dataflow_pattern_functor.h:69
virtual R VisitDFPattern_(const ShapePatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:93
virtual R VisitDFPattern_(const PrimArrPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:108
virtual R VisitDFPattern_(const ConstantPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:89
virtual R VisitDFPattern_(const GlobalVarPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:105
virtual R VisitDFPattern_(const OrPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:84
virtual R VisitDFPattern_(const ExprPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:91
virtual R VisitDFPattern_(const UnorderedTuplePatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:109
virtual R VisitDFPattern_(const StructInfoPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:97
virtual R VisitDFPattern_(const ExternFuncPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:106
virtual R VisitDFPattern_(const VarPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:101
virtual R VisitDFPattern_(const NotPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:86
virtual R VisitDFPattern_(const DataflowVarPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:103
virtual R VisitDFPattern_(const WildcardPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:100
virtual R VisitDFPattern_(const TupleGetItemPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:94
virtual R VisitDFPatternDefault_(const Object *op, Args...)
Definition: dataflow_pattern_functor.h:112
virtual R VisitDFPattern_(const AttrPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:87
virtual R VisitDFPattern_(const AndPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:85
virtual R VisitDFPattern_(const CallPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:88
virtual R VisitDFPattern(const DFPattern &n, Args... args)
The functor call.
Definition: dataflow_pattern_functor.h:78
virtual R VisitDFPattern_(const FunctionPatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:92
virtual R VisitDFPattern_(const DataTypePatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:90
virtual ~DFPatternFunctor()
virtual destructor
Definition: dataflow_pattern_functor.h:62
virtual R VisitDFPattern_(const TypePatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:99
virtual R VisitDFPattern_(const TuplePatternNode *op, Args... args)
Definition: dataflow_pattern_functor.h:96
A dynamical functor that dispatches on in the first DFPattern argument.
Definition: dataflow_pattern_functor.h:43
A simple visitor wrapper around DFPatternFunctor. Recursively visit the content.
Definition: dataflow_pattern_functor.h:154
void VisitDFPattern_(const NotPatternNode *op) override
void VisitDFPattern_(const ShapePatternNode *op) override
void VisitDFPattern_(const FunctionPatternNode *op) override
void VisitDFPattern_(const OrPatternNode *op) override
void VisitDFPattern_(const ExternFuncPatternNode *op) override
void VisitDFPattern_(const AndPatternNode *op) override
void VisitDFPattern(const DFPattern &pattern) override
void VisitDFPattern_(const TuplePatternNode *op) override
void VisitDFPattern_(const VarPatternNode *op) override
void VisitDFPattern_(const AttrPatternNode *op) override
void VisitDFPattern_(const ExprPatternNode *op) override
void VisitDFPattern_(const ConstantPatternNode *op) override
void VisitDFPattern_(const UnorderedTuplePatternNode *op) override
void VisitDFPattern_(const TupleGetItemPatternNode *op) override
void VisitDFPattern_(const DataTypePatternNode *op) override
void VisitDFPattern_(const WildcardPatternNode *op) override
void VisitDFPattern_(const GlobalVarPatternNode *op) override
void VisitDFPattern_(const PrimArrPatternNode *op) override
void VisitDFPattern_(const DataflowVarPatternNode *op) override
void VisitDFPattern_(const TypePatternNode *op) override
void VisitDFPattern_(const CallPatternNode *op) override
void VisitDFPattern_(const StructInfoPatternNode *op) override
std::unordered_set< const Object * > visited_
Definition: dataflow_pattern_functor.h:182
Managed reference to dataflow patterns.
Definition: dataflow_pattern.h:101
A pattern that asserting a root pattern has a certain data type.
Definition: dataflow_pattern.h:856
A Pattern to Match a Relax Dataflow Variable.
Definition: dataflow_pattern.h:398
Pattern for Relax Expression.
Definition: dataflow_pattern.h:344
A pattern of external function.
Definition: dataflow_pattern.h:913
A pattern to match a Relax Function.
Definition: dataflow_pattern.h:522
A Pattern to Match a Relax Global Variable.
Definition: dataflow_pattern.h:419
Pattern for rejecting a certain pattern.
Definition: dataflow_pattern.h:695
Match a disjunction of other patterns.
Definition: dataflow_pattern.h:667
A pattern to match an array of PrimExpr.
Definition: dataflow_pattern.h:499
A pattern that asserting a root pattern has a certain shape.
Definition: dataflow_pattern.h:799
Pattern for matching a certain struct info.
Definition: dataflow_pattern.h:775
A pattern to match n'th indexing to a tuple.
Definition: dataflow_pattern.h:611
Pattern to match a tuple of ordered expressions.
Definition: dataflow_pattern.h:562
Pattern for matching a certain type.
Definition: dataflow_pattern.h:747
A pattern to match multiple expressions unorderedly.
Definition: dataflow_pattern.h:586
A Pattern to Match a Relax Variable.
Definition: dataflow_pattern.h:369
Wildcard Pattern is a pattern that can match anything.
Definition: dataflow_pattern.h:719
Base class of all object reference.
Definition: object.h:519
bool defined() const
Definition: object.h:552
base class of all object containers.
Definition: object.h:171
std::string GetTypeKey() const
Definition: object.h:184
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
A pattern language for matching dataflow properties.
#define RELAX_DFPATTERN_FUNCTOR_DISPATCH(OP)
Definition: dataflow_pattern_functor.h:49
#define DFPATTERN_FUNCTOR_DEFAULT
Definition: dataflow_pattern_functor.h:46