tvm
constant_utils.h
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19 
24 #ifndef TVM_TOPI_DETAIL_CONSTANT_UTILS_H_
25 #define TVM_TOPI_DETAIL_CONSTANT_UTILS_H_
26 
27 #include <tvm/arith/analyzer.h>
28 #include <tvm/te/operation.h>
29 #include <tvm/tir/analysis.h>
30 #include <tvm/tir/expr.h>
31 
32 #include <string>
33 #include <vector>
34 
35 namespace tvm {
36 namespace topi {
37 namespace detail {
38 
39 using namespace tvm::te;
40 
48 inline bool IsConstInt(PrimExpr expr) { return expr->IsInstance<tvm::tir::IntImmNode>(); }
49 
58 inline bool IsConstIntArray(Array<PrimExpr> array) {
59  bool is_const_int = true;
60  for (auto const& elem : array) {
61  is_const_int &= !elem.defined() || elem->IsInstance<tvm::tir::IntImmNode>();
62  }
63  return is_const_int;
64 }
65 
74 inline int64_t GetConstInt(PrimExpr expr) {
75  if (expr->IsInstance<tvm::IntImmNode>()) {
76  return expr.as<tvm::IntImmNode>()->value;
77  }
78  LOG(ERROR) << "expr must be a constant integer";
79  return -1;
80 }
81 
91 inline std::vector<int> GetConstIntValues(Array<PrimExpr> exprs, const std::string& var_name) {
92  std::vector<int> result;
93  if (!exprs.defined()) return result;
94  for (auto expr : exprs) {
95  ICHECK(IsConstInt(expr)) << "All elements of " << var_name << " must be constant integers";
96  result.push_back(GetConstInt(expr));
97  }
98  return result;
99 }
100 
110 inline std::vector<int64_t> GetConstInt64Values(Array<PrimExpr> exprs,
111  const std::string& var_name) {
112  std::vector<int64_t> result;
113  if (!exprs.defined()) return result;
114  for (auto expr : exprs) {
115  ICHECK(IsConstInt(expr)) << "All elements of " << var_name << " must be constant integers";
116  result.push_back(GetConstInt(expr));
117  }
118  return result;
119 }
120 
129 inline bool EqualCheck(PrimExpr lhs, PrimExpr rhs) {
130  tvm::tir::ExprDeepEqual expr_equal;
131  bool result = expr_equal(lhs, rhs);
132  if (!result) {
133  PrimExpr t = tvm::arith::Analyzer().Simplify(lhs - rhs);
134  if (const IntImmNode* i = t.as<IntImmNode>()) {
135  result = i->value == 0;
136  }
137  }
138  return result;
139 }
140 
141 } // namespace detail
142 } // namespace topi
143 } // namespace tvm
144 #endif // TVM_TOPI_DETAIL_CONSTANT_UTILS_H_
Algebra expression simplifications.
Constant integer literals in the program.
Definition: expr.h:501
Analyzer that contains bunch of sub-analyzers.
Definition: analyzer.h:629
PrimExpr Simplify(const PrimExpr &expr, int steps=2)
Simplify expr.
Tensor expression language DSL.
Definition: extracted_task.h:33
bool is_const_int(const PrimExpr &x, int64_t value)
Check whether x is a constant integer expression.
Definition: op.h:910
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
Operation node can generate one or multiple Tensors.
Compare two expressions recursively and check if they are equal to each other without var remapping.
Definition: analysis.h:61
Analysis utilities and passes for TIR.
TIR expressions.