tvm
index_map.h
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19 
26 #ifndef TVM_TIR_INDEX_MAP_H_
27 #define TVM_TIR_INDEX_MAP_H_
28 
29 #include <tvm/ir/expr.h>
31 #include <tvm/runtime/object.h>
32 #include <tvm/tir/var.h>
33 
34 #include <utility>
35 
36 namespace tvm {
37 namespace arith {
38 class Analyzer;
39 }
40 } // namespace tvm
41 
42 namespace tvm {
43 namespace tir {
44 
52 class IndexMapNode : public Object {
53  public:
60 
72 
80 
93  Array<PrimExpr> MapIndices(const Array<PrimExpr>& indices,
94  arith::Analyzer* analyzer = nullptr) const;
95 
112  Array<Range> MapRanges(const Array<Range>& ranges, arith::Analyzer* analyzer = nullptr) const;
113 
125  Array<PrimExpr> MapShape(const Array<PrimExpr>& shape, arith::Analyzer* analyzer = nullptr) const;
126 
131  String ToPythonString() const;
132 
134  v->Visit("initial_indices", &initial_indices);
135  v->Visit("final_indices", &final_indices);
136  }
137 
138  bool SEqualReduce(const IndexMapNode* other, SEqualReducer equal) const {
139  return equal.DefEqual(initial_indices, other->initial_indices) &&
140  equal(final_indices, other->final_indices);
141  }
142 
143  void SHashReduce(SHashReducer hash_reduce) const {
144  hash_reduce.DefHash(initial_indices);
145  hash_reduce(final_indices);
146  }
147 
148  static constexpr const char* _type_key = "tir.IndexMap";
149  static constexpr const bool _type_has_method_sequal_reduce = true;
150  static constexpr const bool _type_has_method_shash_reduce = true;
152 };
153 
154 class IndexMap : public ObjectRef {
155  public:
156  IndexMap(Array<Var> initial_indices, Array<PrimExpr> final_indices);
157 
164  static IndexMap FromFunc(int ndim, runtime::TypedPackedFunc<Array<PrimExpr>(Array<Var>)> func);
165 
178  IndexMap Inverse(Array<Range> initial_ranges) const;
179 
189  std::pair<IndexMap, PrimExpr> NonSurjectiveInverse(Array<Range> initial_ranges) const;
190 
192 };
193 
194 } // namespace tir
195 } // namespace tvm
196 
197 #endif // TVM_TIR_INDEX_MAP_H_
void SHashReduce(SHashReducer hash_reduce) const
Definition: index_map.h:143
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
A Reducer class to reduce the structural equality result of two objects.
Definition: structural_equal.h:102
Base expr nodes in TVM.
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
A Reducer class to reduce the structural hash value.
Definition: structural_hash.h:102
Array< PrimExpr > final_indices
Expressions defining the indices after remapping.
Definition: index_map.h:71
Variables in the TIR.
PrimExpr equal(PrimExpr a, PrimExpr b, Span span=Span())
equal
Array< Var > initial_indices
Variables representing the indices prior to remapping.
Definition: index_map.h:59
base class of all object containers.
Definition: object.h:167
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
void VisitAttrs(AttrVisitor *v)
Definition: index_map.h:133
IndexMapNode()
Default constructor.
Definition: index_map.h:79
Array, container representing a contiguous sequence of ObjectRefs.
Definition: array.h:270
Definition: index_map.h:154
Reference to string objects.
Definition: string.h:124
Please refer to TypedPackedFunc<R(Args..)>.
Definition: packed_func.h:60
Tensor shape(const Tensor &src, DataType dtype, const std::string name="T_shape", const std::string tag=kInjective)
Get the shape of input tensor.
Definition: transform.h:1758
#define TVM_DEFINE_OBJECT_REF_METHODS(TypeName, ParentType, ObjectName)
Definition: object.h:713
Base class of all object reference.
Definition: object.h:511
A managed object in the TVM runtime.
#define TVM_DECLARE_FINAL_OBJECT_INFO(TypeName, ParentType)
helper macro to declare type information in a final class.
Definition: object.h:671
bool SEqualReduce(const IndexMapNode *other, SEqualReducer equal) const
Definition: index_map.h:138
Analyzer that contains bunch of sub-analyzers.
Definition: analyzer.h:387
Defines a mapping between two representations of indices into a buffer.
Definition: index_map.h:52
void DefHash(const ObjectRef &key) const
Push hash of key to the current sequence of hash values.
Definition: structural_hash.h:179