GreedyPatternRewriteDriver.h

Go to the documentation of this file.

//===- GreedyPatternRewriteDriver.h - Greedy Pattern Driver -----*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// This file declares methods for applying a set of patterns greedily, choosing
// the patterns with the highest local benefit, until a fixed point is reached.
//
//===----------------------------------------------------------------------===//
 
#ifndef MLIR_TRANSFORMS_GREEDYPATTERNREWRITEDRIVER_H_
#define MLIR_TRANSFORMS_GREEDYPATTERNREWRITEDRIVER_H_
 
#include "mlir/Rewrite/FrozenRewritePatternSet.h"
 
namespace mlir {
 
/// This enum controls which ops are put on the worklist during a greedy
/// pattern rewrite.
enum class GreedyRewriteStrictness {
  /// No restrictions wrt. which ops are processed.
  AnyOp,
  /// Only pre-existing and newly created ops are processed.
  ExistingAndNewOps,
  /// Only pre-existing ops are processed.
  ExistingOps
};
 
enum class GreedySimplifyRegionLevel {
  /// Disable region control-flow simplification.
  Disabled,
  /// Run the normal simplification (e.g. dead args elimination).
  Normal,
  /// Run extra simplificiations (e.g. block merging), these can be
  /// more costly or have some tradeoffs associated.
  Aggressive
};
 
/// This class allows control over how the GreedyPatternRewriteDriver works.
class GreedyRewriteConfig {
public:
  /// This specifies the order of initial traversal that populates the rewriters
  /// worklist.  When set to true, it walks the operations top-down, which is
  /// generally more efficient in compile time.  When set to false, its initial
  /// traversal of the region tree is bottom up on each block, which may match
  /// larger patterns when given an ambiguous pattern set.
  ///
  /// Note: Only applicable when simplifying entire regions.
  bool getUseTopDownTraversal() const { return useTopDownTraversal; }
  GreedyRewriteConfig &setUseTopDownTraversal(bool use = true) {
    useTopDownTraversal = use;
    return *this;
  }
 
  /// Perform control flow optimizations to the region tree after applying all
  /// patterns.
  ///
  /// Note: Only applicable when simplifying entire regions.
  GreedySimplifyRegionLevel getRegionSimplificationLevel() const {
    return regionSimplificationLevel;
  }
  GreedyRewriteConfig &
  setRegionSimplificationLevel(GreedySimplifyRegionLevel level) {
    regionSimplificationLevel = level;
    return *this;
  }
 
  /// This specifies the maximum number of times the rewriter will iterate
  /// between applying patterns and simplifying regions. Use `kNoLimit` to
  /// disable this iteration limit.
  ///
  /// Note: Only applicable when simplifying entire regions.
  int64_t getMaxIterations() const { return maxIterations; }
  GreedyRewriteConfig &setMaxIterations(int64_t iterations) {
    maxIterations = iterations;
    return *this;
  }
 
  /// This specifies the maximum number of rewrites within an iteration. Use
  /// `kNoLimit` to disable this limit.
  int64_t getMaxNumRewrites() const { return maxNumRewrites; }
  GreedyRewriteConfig &setMaxNumRewrites(int64_t limit) {
    maxNumRewrites = limit;
    return *this;
  }
 
  static constexpr int64_t kNoLimit = -1;
 
  /// Only ops within the scope are added to the worklist. If no scope is
  /// specified, the closest enclosing region around the initial list of ops
  /// (or the specified region, depending on which greedy rewrite entry point
  /// is used) is used as a scope.
  Region *getScope() const { return scope; }
  GreedyRewriteConfig &setScope(Region *scope) {
    this->scope = scope;
    return *this;
  }
 
  /// Strict mode can restrict the ops that are added to the worklist during
  /// the rewrite.
  ///
  /// * GreedyRewriteStrictness::AnyOp: No ops are excluded.
  /// * GreedyRewriteStrictness::ExistingAndNewOps: Only pre-existing ops (that
  ///   were on the worklist at the very beginning) and newly created ops are
  ///   enqueued. All other ops are excluded.
  /// * GreedyRewriteStrictness::ExistingOps: Only pre-existing ops (that were
  ///   were on the worklist at the very beginning) enqueued. All other ops are
  ///   excluded.
  GreedyRewriteStrictness getStrictness() const { return strictness; }
  GreedyRewriteConfig &setStrictness(GreedyRewriteStrictness mode) {
    strictness = mode;
    return *this;
  }
 
  /// An optional listener that should be notified about IR modifications.
  RewriterBase::Listener *getListener() const { return listener; }
  GreedyRewriteConfig &setListener(RewriterBase::Listener *listener) {
    this->listener = listener;
    return *this;
  }
 
  /// Whether this should fold while greedily rewriting.
  bool isFoldingEnabled() const { return fold; }
  GreedyRewriteConfig &enableFolding(bool enable = true) {
    fold = enable;
    return *this;
  }
 
  /// If set to "true", constants are CSE'd (even across multiple regions that
  /// are in a parent-ancestor relationship).
  bool isConstantCSEEnabled() const { return cseConstants; }
  GreedyRewriteConfig &enableConstantCSE(bool enable = true) {
    cseConstants = enable;
    return *this;
  }
 
private:
  Region *scope = nullptr;
  bool useTopDownTraversal = false;
  GreedySimplifyRegionLevel regionSimplificationLevel =
      GreedySimplifyRegionLevel::Aggressive;
  int64_t maxIterations = 10;
  int64_t maxNumRewrites = kNoLimit;
  GreedyRewriteStrictness strictness = GreedyRewriteStrictness::AnyOp;
  RewriterBase::Listener *listener = nullptr;
  bool fold = true;
  bool cseConstants = true;
};
 
//===----------------------------------------------------------------------===//
// applyPatternsGreedily
//===----------------------------------------------------------------------===//
 
/// Rewrite ops in the given region, which must be isolated from above, by
/// repeatedly applying the highest benefit patterns in a greedy worklist
/// driven manner until a fixpoint is reached.
///
/// The greedy rewrite may prematurely stop after a maximum number of
/// iterations, which can be configured in the configuration parameter.
///
/// Also performs simple dead-code elimination before attempting to match any of
/// the provided patterns.
///
/// A region scope can be set in the configuration parameter. By default, the
/// scope is set to the specified region. Only in-scope ops are added to the
/// worklist and only in-scope ops are allowed to be modified by the patterns.
///
/// Returns "success" if the iterative process converged (i.e., fixpoint was
/// reached) and no more patterns can be matched within the region. `changed`
/// is set to "true" if the IR was modified at all.
///
/// Note: This method does not apply patterns to the region's parent operation.
LogicalResult
applyPatternsGreedily(Region &region, const FrozenRewritePatternSet &patterns,
                      GreedyRewriteConfig config = GreedyRewriteConfig(),
                      bool *changed = nullptr);
/// Rewrite ops nested under the given operation, which must be isolated from
/// above, by repeatedly applying the highest benefit patterns in a greedy
/// worklist driven manner until a fixpoint is reached.
///
/// The greedy rewrite may prematurely stop after a maximum number of
/// iterations, which can be configured in the configuration parameter.
///
/// Also performs simple dead-code elimination before attempting to match any of
/// the provided patterns.
///
/// This overload runs a separate greedy rewrite for each region of the
/// specified op. A region scope can be set in the configuration parameter. By
/// default, the scope is set to the region of the current greedy rewrite. Only
/// in-scope ops are added to the worklist and only in-scope ops and the
/// specified op itself are allowed to be modified by the patterns.
///
/// Note: The specified op may be modified, but it may not be removed by the
/// patterns.
///
/// Returns "success" if the iterative process converged (i.e., fixpoint was
/// reached) and no more patterns can be matched within the region. `changed`
/// is set to "true" if the IR was modified at all.
///
/// Note: This method does not apply patterns to the given operation itself.
inline LogicalResult
applyPatternsGreedily(Operation *op, const FrozenRewritePatternSet &patterns,
                      GreedyRewriteConfig config = GreedyRewriteConfig(),
                      bool *changed = nullptr) {
  bool anyRegionChanged = false;
  bool failed = false;
  for (Region &region : op->getRegions()) {
    bool regionChanged;
    failed |= applyPatternsGreedily(region, patterns, config, &regionChanged)
                  .failed();
    anyRegionChanged |= regionChanged;
  }
  if (changed)
    *changed = anyRegionChanged;
  return failure(failed);
}
/// Rewrite the specified ops by repeatedly applying the highest benefit
/// patterns in a greedy worklist driven manner until a fixpoint is reached.
///
/// The greedy rewrite may prematurely stop after a maximum number of
/// iterations, which can be configured in the configuration parameter.
///
/// Also performs simple dead-code elimination before attempting to match any of
/// the provided patterns.
///
/// Newly created ops and other pre-existing ops that use results of rewritten
/// ops or supply operands to such ops are also processed, unless such ops are
/// excluded via `config.strictMode`. Any other ops remain unmodified (i.e.,
/// regardless of `strictMode`).
///
/// In addition to strictness, a region scope can be specified. Only ops within
/// the scope are simplified. This is similar to `applyPatternsGreedily`,
/// where only ops within the given region/op are simplified by default. If no
/// scope is specified, it is assumed to be the first common enclosing region of
/// the given ops.
///
/// Note that ops in `ops` could be erased as result of folding, becoming dead,
/// or via pattern rewrites. If more far reaching simplification is desired,
/// `applyPatternsGreedily` should be used.
///
/// Returns "success" if the iterative process converged (i.e., fixpoint was
/// reached) and no more patterns can be matched. `changed` is set to "true" if
/// the IR was modified at all. `allOpsErased` is set to "true" if all ops in
/// `ops` were erased.
LogicalResult
applyOpPatternsGreedily(ArrayRef<Operation *> ops,
                        const FrozenRewritePatternSet &patterns,
                        GreedyRewriteConfig config = GreedyRewriteConfig(),
                        bool *changed = nullptr, bool *allErased = nullptr);
} // namespace mlir
 
#endif // MLIR_TRANSFORMS_GREEDYPATTERNREWRITEDRIVER_H_