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/tirx/analysis.h>
30 #include <tvm/tirx/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::tirx::IntImmNode>(); }
49 
58 inline bool IsConstIntArray(ffi::Array<PrimExpr> array) {
59  bool is_const_int = true;
60  for (auto const& elem : array) {
61  is_const_int &= !elem.defined() || elem->IsInstance<tvm::tirx::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(ffi::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  TVM_FFI_ICHECK(IsConstInt(expr))
96  << "All elements of " << var_name << " must be constant integers";
97  result.push_back(GetConstInt(expr));
98  }
99  return result;
100 }
101 
111 inline std::vector<int64_t> GetConstInt64Values(ffi::Array<PrimExpr> exprs,
112  const std::string& var_name) {
113  std::vector<int64_t> result;
114  if (!exprs.defined()) return result;
115  for (auto expr : exprs) {
116  TVM_FFI_ICHECK(IsConstInt(expr))
117  << "All elements of " << var_name << " must be constant integers";
118  result.push_back(GetConstInt(expr));
119  }
120  return result;
121 }
122 
131 inline bool EqualCheck(PrimExpr lhs, PrimExpr rhs) {
132  tvm::tirx::ExprDeepEqual expr_equal;
133  bool result = expr_equal(lhs, rhs);
134  if (!result) {
135  PrimExpr t = tvm::arith::Analyzer().Simplify(lhs - rhs);
136  if (const IntImmNode* i = t.as<IntImmNode>()) {
137  result = i->value == 0;
138  }
139  }
140  return result;
141 }
142 
143 } // namespace detail
144 } // namespace topi
145 } // namespace tvm
146 #endif // TVM_TOPI_DETAIL_CONSTANT_UTILS_H_
Algebra expression simplifications.
Constant integer literals in the program.
Definition: expr.h:494
Analyzer that contains bunch of sub-analyzers.
Definition: analyzer.h:634
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:955
An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.
Definition: analyzer.h:37
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:62
Analysis utilities and passes for TIR.
TIR expressions.