https://github.com/halide/Halide
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Tip revision: 9d8244907cf3d05c1ee52afc46cb3e66857d2d77 authored by Alexander on 27 February 2023, 22:53:20 UTC
report cross validation for sobel
report cross validation for sobel
Tip revision: 9d82449
IRMutator.h
#ifndef HALIDE_IR_MUTATOR_H
#define HALIDE_IR_MUTATOR_H
/** \file
* Defines a base class for passes over the IR that modify it
*/
#include <map>
#include "IR.h"
namespace Halide {
namespace Internal {
/** A base class for passes over the IR which modify it
* (e.g. replacing a variable with a value (Substitute.h), or
* constant-folding).
*
* Your mutator should override the visit() methods you care about and return
* the new expression or stmt. The default implementations recursively
* mutate their children. To mutate sub-expressions and sub-statements you
* should override the mutate() method, which will dispatch to
* the appropriate visit() method and then return the value of expr or
* stmt after the call to visit.
*/
class IRMutator {
public:
IRMutator() = default;
virtual ~IRMutator() = default;
/** This is the main interface for using a mutator. Also call
* these in your subclass to mutate sub-expressions and
* sub-statements.
*/
virtual Expr mutate(const Expr &expr);
virtual Stmt mutate(const Stmt &stmt);
// Mutate all the Exprs and return the new list in ret, along with
// a flag that is true iff at least one item in the list changed.
std::pair<std::vector<Expr>, bool> mutate_with_changes(const std::vector<Expr> &);
// Like mutate_with_changes, but discard the changes flag.
std::vector<Expr> mutate(const std::vector<Expr> &exprs) {
return mutate_with_changes(exprs).first;
}
protected:
// ExprNode<> and StmtNode<> are allowed to call visit (to implement mutate_expr/mutate_stmt())
template<typename T>
friend struct ExprNode;
template<typename T>
friend struct StmtNode;
virtual Expr visit(const IntImm *);
virtual Expr visit(const UIntImm *);
virtual Expr visit(const FloatImm *);
virtual Expr visit(const StringImm *);
virtual Expr visit(const Cast *);
virtual Expr visit(const Reinterpret *);
virtual Expr visit(const Variable *);
virtual Expr visit(const Add *);
virtual Expr visit(const Sub *);
virtual Expr visit(const Mul *);
virtual Expr visit(const Div *);
virtual Expr visit(const Mod *);
virtual Expr visit(const Min *);
virtual Expr visit(const Max *);
virtual Expr visit(const EQ *);
virtual Expr visit(const NE *);
virtual Expr visit(const LT *);
virtual Expr visit(const LE *);
virtual Expr visit(const GT *);
virtual Expr visit(const GE *);
virtual Expr visit(const And *);
virtual Expr visit(const Or *);
virtual Expr visit(const Not *);
virtual Expr visit(const Select *);
virtual Expr visit(const Load *);
virtual Expr visit(const Ramp *);
virtual Expr visit(const Broadcast *);
virtual Expr visit(const Call *);
virtual Expr visit(const Let *);
virtual Expr visit(const Shuffle *);
virtual Expr visit(const VectorInstruction *);
virtual Expr visit(const VectorReduce *);
virtual Stmt visit(const LetStmt *);
virtual Stmt visit(const AssertStmt *);
virtual Stmt visit(const ProducerConsumer *);
virtual Stmt visit(const For *);
virtual Stmt visit(const Store *);
virtual Stmt visit(const Provide *);
virtual Stmt visit(const Allocate *);
virtual Stmt visit(const Free *);
virtual Stmt visit(const Realize *);
virtual Stmt visit(const Block *);
virtual Stmt visit(const IfThenElse *);
virtual Stmt visit(const Evaluate *);
virtual Stmt visit(const Prefetch *);
virtual Stmt visit(const Acquire *);
virtual Stmt visit(const Fork *);
virtual Stmt visit(const Atomic *);
};
/** A mutator that caches and reapplies previously-done mutations, so
* that it can handle graphs of IR that have not had CSE done to
* them. */
class IRGraphMutator : public IRMutator {
protected:
std::map<Expr, Expr, ExprCompare> expr_replacements;
std::map<Stmt, Stmt, Stmt::Compare> stmt_replacements;
public:
Stmt mutate(const Stmt &s) override;
Expr mutate(const Expr &e) override;
std::vector<Expr> mutate(const std::vector<Expr> &exprs) {
return IRMutator::mutate(exprs);
}
};
/** A helper function for mutator-like things to mutate regions */
template<typename Mutator, typename... Args>
std::pair<Region, bool> mutate_region(Mutator *mutator, const Region &bounds, Args &&...args) {
Region new_bounds(bounds.size());
bool bounds_changed = false;
for (size_t i = 0; i < bounds.size(); i++) {
Expr old_min = bounds[i].min;
Expr old_extent = bounds[i].extent;
Expr new_min = mutator->mutate(old_min, std::forward<Args>(args)...);
Expr new_extent = mutator->mutate(old_extent, std::forward<Args>(args)...);
if (!new_min.same_as(old_min)) {
bounds_changed = true;
}
if (!new_extent.same_as(old_extent)) {
bounds_changed = true;
}
new_bounds[i] = Range(new_min, new_extent);
}
return {new_bounds, bounds_changed};
}
} // namespace Internal
} // namespace Halide
#endif