lib/Transforms/CSE.cpp

//===- CSE.cpp - Common Sub-expression Elimination ------------------------===//
//
// Part of the MLIR 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 transformation pass performs a simple common sub-expression elimination
// algorithm on operations within a function.
//
//===----------------------------------------------------------------------===//

#include "mlir/Analysis/Dominance.h"
#include "mlir/IR/Attributes.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/Function.h"
#include "mlir/Pass/Pass.h"
#include "mlir/Support/Functional.h"
#include "mlir/Transforms/Passes.h"
#include "mlir/Transforms/Utils.h"
#include "llvm/ADT/DenseMapInfo.h"
#include "llvm/ADT/Hashing.h"
#include "llvm/ADT/ScopedHashTable.h"
#include "llvm/Support/Allocator.h"
#include "llvm/Support/RecyclingAllocator.h"
#include <deque>
using namespace mlir;

namespace {
// TODO(riverriddle) Handle commutative operations.
struct SimpleOperationInfo : public llvm::DenseMapInfo<Operation *> {
  static unsigned getHashValue(const Operation *opC) {
    auto *op = const_cast<Operation *>(opC);
    // Hash the operations based upon their:
    //   - Operation Name
    //   - Attributes
    //   - Result Types
    //   - Operands
    return hash_combine(
        op->getName(), op->getAttrList().getDictionary(),
        hash_combine_range(op->result_type_begin(), op->result_type_end()),
        hash_combine_range(op->operand_begin(), op->operand_end()));
  }
  static bool isEqual(const Operation *lhsC, const Operation *rhsC) {
    auto *lhs = const_cast<Operation *>(lhsC);
    auto *rhs = const_cast<Operation *>(rhsC);
    if (lhs == rhs)
      return true;
    if (lhs == getTombstoneKey() || lhs == getEmptyKey() ||
        rhs == getTombstoneKey() || rhs == getEmptyKey())
      return false;

    // Compare the operation name.
    if (lhs->getName() != rhs->getName())
      return false;
    // Check operand and result type counts.
    if (lhs->getNumOperands() != rhs->getNumOperands() ||
        lhs->getNumResults() != rhs->getNumResults())
      return false;
    // Compare attributes.
    if (lhs->getAttrList() != rhs->getAttrList())
      return false;
    // Compare operands.
    if (!std::equal(lhs->operand_begin(), lhs->operand_end(),
                    rhs->operand_begin()))
      return false;
    // Compare result types.
    return std::equal(lhs->result_type_begin(), lhs->result_type_end(),
                      rhs->result_type_begin());
  }
};
} // end anonymous namespace

namespace {
/// Simple common sub-expression elimination.
struct CSE : public OperationPass<CSE> {
  CSE() = default;
  CSE(const CSE &) {}

  /// Shared implementation of operation elimination and scoped map definitions.
  using AllocatorTy = llvm::RecyclingAllocator<
      llvm::BumpPtrAllocator,
      llvm::ScopedHashTableVal<Operation *, Operation *>>;
  using ScopedMapTy = llvm::ScopedHashTable<Operation *, Operation *,
                                            SimpleOperationInfo, AllocatorTy>;

  /// Represents a single entry in the depth first traversal of a CFG.
  struct CFGStackNode {
    CFGStackNode(ScopedMapTy &knownValues, DominanceInfoNode *node)
        : scope(knownValues), node(node), childIterator(node->begin()),
          processed(false) {}

    /// Scope for the known values.
    ScopedMapTy::ScopeTy scope;

    DominanceInfoNode *node;
    DominanceInfoNode::iterator childIterator;

    /// If this node has been fully processed yet or not.
    bool processed;
  };

  /// Attempt to eliminate a redundant operation. Returns success if the
  /// operation was marked for removal, failure otherwise.
  LogicalResult simplifyOperation(ScopedMapTy &knownValues, Operation *op);

  void simplifyBlock(ScopedMapTy &knownValues, DominanceInfo &domInfo,
                     Block *bb);
  void simplifyRegion(ScopedMapTy &knownValues, DominanceInfo &domInfo,
                      Region &region);

  void runOnOperation() override;

private:
  /// Operations marked as dead and to be erased.
  std::vector<Operation *> opsToErase;

  /// Statistics for CSE.
  Statistic numCSE{this, "num-cse'd", "Number of operations CSE'd"};
  Statistic numDCE{this, "num-dce'd", "Number of operations trivially DCE'd"};
};
} // end anonymous namespace

/// Attempt to eliminate a redundant operation.
LogicalResult CSE::simplifyOperation(ScopedMapTy &knownValues, Operation *op) {
  // Don't simplify operations with nested blocks. We don't currently model
  // equality comparisons correctly among other things. It is also unclear
  // whether we would want to CSE such operations.
  if (op->getNumRegions() != 0)
    return failure();

  // TODO(riverriddle) We currently only eliminate non side-effecting
  // operations.
  if (!op->hasNoSideEffect())
    return failure();

  // If the operation is already trivially dead just add it to the erase list.
  if (op->use_empty()) {
    opsToErase.push_back(op);
    ++numDCE;
    return success();
  }

  // Look for an existing definition for the operation.
  if (auto *existing = knownValues.lookup(op)) {
    // If we find one then replace all uses of the current operation with the
    // existing one and mark it for deletion.
    op->replaceAllUsesWith(existing);
    opsToErase.push_back(op);

    // If the existing operation has an unknown location and the current
    // operation doesn't, then set the existing op's location to that of the
    // current op.
    if (existing->getLoc().isa<UnknownLoc>() &&
        !op->getLoc().isa<UnknownLoc>()) {
      existing->setLoc(op->getLoc());
    }

    ++numCSE;
    return success();
  }

  // Otherwise, we add this operation to the known values map.
  knownValues.insert(op, op);
  return failure();
}

void CSE::simplifyBlock(ScopedMapTy &knownValues, DominanceInfo &domInfo,
                        Block *bb) {
  for (auto &inst : *bb) {
    // If the operation is simplified, we don't process any held regions.
    if (succeeded(simplifyOperation(knownValues, &inst)))
      continue;

    // If this operation is isolated above, we can't process nested regions with
    // the given 'knownValues' map. This would cause the insertion of implicit
    // captures in explicit capture only regions.
    if (!inst.isRegistered() || inst.isKnownIsolatedFromAbove()) {
      ScopedMapTy nestedKnownValues;
      for (auto &region : inst.getRegions())
        simplifyRegion(nestedKnownValues, domInfo, region);
      continue;
    }

    // Otherwise, process nested regions normally.
    for (auto &region : inst.getRegions())
      simplifyRegion(knownValues, domInfo, region);
  }
}

void CSE::simplifyRegion(ScopedMapTy &knownValues, DominanceInfo &domInfo,
                         Region &region) {
  // If the region is empty there is nothing to do.
  if (region.empty())
    return;

  // If the region only contains one block, then simplify it directly.
  if (std::next(region.begin()) == region.end()) {
    ScopedMapTy::ScopeTy scope(knownValues);
    simplifyBlock(knownValues, domInfo, &region.front());
    return;
  }

  // Note, deque is being used here because there was significant performance
  // gains over vector when the container becomes very large due to the
  // specific access patterns. If/when these performance issues are no
  // longer a problem we can change this to vector. For more information see
  // the llvm mailing list discussion on this:
  // http://lists.llvm.org/pipermail/llvm-commits/Week-of-Mon-20120116/135228.html
  std::deque<std::unique_ptr<CFGStackNode>> stack;

  // Process the nodes of the dom tree for this region.
  stack.emplace_back(std::make_unique<CFGStackNode>(
      knownValues, domInfo.getRootNode(&region)));

  while (!stack.empty()) {
    auto &currentNode = stack.back();

    // Check to see if we need to process this node.
    if (!currentNode->processed) {
      currentNode->processed = true;
      simplifyBlock(knownValues, domInfo, currentNode->node->getBlock());
    }

    // Otherwise, check to see if we need to process a child node.
    if (currentNode->childIterator != currentNode->node->end()) {
      auto *childNode = *(currentNode->childIterator++);
      stack.emplace_back(
          std::make_unique<CFGStackNode>(knownValues, childNode));
    } else {
      // Finally, if the node and all of its children have been processed
      // then we delete the node.
      stack.pop_back();
    }
  }
}

void CSE::runOnOperation() {
  /// A scoped hash table of defining operations within a region.
  ScopedMapTy knownValues;

  DominanceInfo &domInfo = getAnalysis<DominanceInfo>();
  for (Region &region : getOperation()->getRegions())
    simplifyRegion(knownValues, domInfo, region);

  // If no operations were erased, then we mark all analyses as preserved.
  if (opsToErase.empty())
    return markAllAnalysesPreserved();

  /// Erase any operations that were marked as dead during simplification.
  for (auto *op : opsToErase)
    op->erase();
  opsToErase.clear();

  // We currently don't remove region operations, so mark dominance as
  // preserved.
  markAnalysesPreserved<DominanceInfo, PostDominanceInfo>();
}

std::unique_ptr<Pass> mlir::createCSEPass() { return std::make_unique<CSE>(); }

static PassRegistration<CSE> pass("cse", "Eliminate common sub-expressions");