Transforms/Scalar/DFAJumpThreading.cpp

//===- DFAJumpThreading.cpp - Threads a switch statement inside a loop ----===//
//
// 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
//
//===----------------------------------------------------------------------===//
//
// Transform each threading path to effectively jump thread the DFA. For
// example, the CFG below could be transformed as follows, where the cloned
// blocks unconditionally branch to the next correct case based on what is
// identified in the analysis.
//
//          sw.bb                        sw.bb
//        /   |   \                    /   |   \
//   case1  case2  case3          case1  case2  case3
//        \   |   /                 |      |      |
//       determinator            det.2   det.3  det.1
//        br sw.bb                /        |        \
//                          sw.bb.2     sw.bb.3     sw.bb.1
//                           br case2    br case3    br case1§
//
// Definitions and Terminology:
//
// * Threading path:
//   a list of basic blocks, the exit state, and the block that determines
//   the next state, for which the following notation will be used:
//   < path of BBs that form a cycle > [ state, determinator ]
//
// * Predictable switch:
//   The switch variable is always a known constant so that all conditional
//   jumps based on switch variable can be converted to unconditional jump.
//
// * Determinator:
//   The basic block that determines the next state of the DFA.
//
// Representing the optimization in C-like pseudocode: the code pattern on the
// left could functionally be transformed to the right pattern if the switch
// condition is predictable.
//
//  X = A                       goto A
//  for (...)                   A:
//    switch (X)                  ...
//      case A                    goto B
//        X = B                 B:
//      case B                    ...
//        X = C                   goto C
//
// The pass first checks that switch variable X is decided by the control flow
// path taken in the loop; for example, in case B, the next value of X is
// decided to be C. It then enumerates through all paths in the loop and labels
// the basic blocks where the next state is decided.
//
// Using this information it creates new paths that unconditionally branch to
// the next case. This involves cloning code, so it only gets triggered if the
// amount of code duplicated is below a threshold.
//
//===----------------------------------------------------------------------===//

#include "llvm/Transforms/Scalar/DFAJumpThreading.h"
#include "llvm/ADT/APInt.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/DepthFirstIterator.h"
#include "llvm/ADT/SmallSet.h"
#include "llvm/ADT/Statistic.h"
#include "llvm/Analysis/AssumptionCache.h"
#include "llvm/Analysis/CodeMetrics.h"
#include "llvm/Analysis/LoopIterator.h"
#include "llvm/Analysis/OptimizationRemarkEmitter.h"
#include "llvm/Analysis/TargetTransformInfo.h"
#include "llvm/IR/CFG.h"
#include "llvm/IR/Constants.h"
#include "llvm/IR/IntrinsicInst.h"
#include "llvm/IR/Verifier.h"
#include "llvm/InitializePasses.h"
#include "llvm/Pass.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Debug.h"
#include "llvm/Transforms/Scalar.h"
#include "llvm/Transforms/Utils/BasicBlockUtils.h"
#include "llvm/Transforms/Utils/Cloning.h"
#include "llvm/Transforms/Utils/SSAUpdaterBulk.h"
#include "llvm/Transforms/Utils/ValueMapper.h"
#include <algorithm>
#include <deque>

using namespace llvm;

#define DEBUG_TYPE "dfa-jump-threading"

STATISTIC(NumTransforms, "Number of transformations done");
STATISTIC(NumCloned, "Number of blocks cloned");
STATISTIC(NumPaths, "Number of individual paths threaded");

static cl::opt<bool>
    ClViewCfgBefore("dfa-jump-view-cfg-before",
                    cl::desc("View the CFG before DFA Jump Threading"),
                    cl::Hidden, cl::init(false));

static cl::opt<unsigned> MaxPathLength(
    "dfa-max-path-length",
    cl::desc("Max number of blocks searched to find a threading path"),
    cl::Hidden, cl::init(20));

static cl::opt<unsigned>
    CostThreshold("dfa-cost-threshold",
                  cl::desc("Maximum cost accepted for the transformation"),
                  cl::Hidden, cl::init(50));

namespace {

class SelectInstToUnfold {
  SelectInst *SI;
  PHINode *SIUse;

public:
  SelectInstToUnfold(SelectInst *SI, PHINode *SIUse) : SI(SI), SIUse(SIUse) {}

  SelectInst *getInst() { return SI; }
  PHINode *getUse() { return SIUse; }

  explicit operator bool() const { return SI && SIUse; }
};

void unfold(DomTreeUpdater *DTU, SelectInstToUnfold SIToUnfold,
            std::vector<SelectInstToUnfold> *NewSIsToUnfold,
            std::vector<BasicBlock *> *NewBBs);

class DFAJumpThreading {
public:
  DFAJumpThreading(AssumptionCache *AC, DominatorTree *DT,
                   TargetTransformInfo *TTI, OptimizationRemarkEmitter *ORE)
      : AC(AC), DT(DT), TTI(TTI), ORE(ORE) {}

  bool run(Function &F);

private:
  void
  unfoldSelectInstrs(DominatorTree *DT,
                     const SmallVector<SelectInstToUnfold, 4> &SelectInsts) {
    DomTreeUpdater DTU(DT, DomTreeUpdater::UpdateStrategy::Eager);
    SmallVector<SelectInstToUnfold, 4> Stack;
    for (SelectInstToUnfold SIToUnfold : SelectInsts)
      Stack.push_back(SIToUnfold);

    while (!Stack.empty()) {
      SelectInstToUnfold SIToUnfold = Stack.back();
      Stack.pop_back();

      std::vector<SelectInstToUnfold> NewSIsToUnfold;
      std::vector<BasicBlock *> NewBBs;
      unfold(&DTU, SIToUnfold, &NewSIsToUnfold, &NewBBs);

      // Put newly discovered select instructions into the work list.
      for (const SelectInstToUnfold &NewSIToUnfold : NewSIsToUnfold)
        Stack.push_back(NewSIToUnfold);
    }
  }

  AssumptionCache *AC;
  DominatorTree *DT;
  TargetTransformInfo *TTI;
  OptimizationRemarkEmitter *ORE;
};

class DFAJumpThreadingLegacyPass : public FunctionPass {
public:
  static char ID; // Pass identification
  DFAJumpThreadingLegacyPass() : FunctionPass(ID) {}

  void getAnalysisUsage(AnalysisUsage &AU) const override {
    AU.addRequired<AssumptionCacheTracker>();
    AU.addRequired<DominatorTreeWrapperPass>();
    AU.addPreserved<DominatorTreeWrapperPass>();
    AU.addRequired<TargetTransformInfoWrapperPass>();
    AU.addRequired<OptimizationRemarkEmitterWrapperPass>();
  }

  bool runOnFunction(Function &F) override {
    if (skipFunction(F))
      return false;

    AssumptionCache *AC =
        &getAnalysis<AssumptionCacheTracker>().getAssumptionCache(F);
    DominatorTree *DT = &getAnalysis<DominatorTreeWrapperPass>().getDomTree();
    TargetTransformInfo *TTI =
        &getAnalysis<TargetTransformInfoWrapperPass>().getTTI(F);
    OptimizationRemarkEmitter *ORE =
        &getAnalysis<OptimizationRemarkEmitterWrapperPass>().getORE();

    return DFAJumpThreading(AC, DT, TTI, ORE).run(F);
  }
};
} // end anonymous namespace

char DFAJumpThreadingLegacyPass::ID = 0;
INITIALIZE_PASS_BEGIN(DFAJumpThreadingLegacyPass, "dfa-jump-threading",
                      "DFA Jump Threading", false, false)
INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker)
INITIALIZE_PASS_DEPENDENCY(DominatorTreeWrapperPass)
INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass)
INITIALIZE_PASS_DEPENDENCY(OptimizationRemarkEmitterWrapperPass)
INITIALIZE_PASS_END(DFAJumpThreadingLegacyPass, "dfa-jump-threading",
                    "DFA Jump Threading", false, false)

// Public interface to the DFA Jump Threading pass
FunctionPass *llvm::createDFAJumpThreadingPass() {
  return new DFAJumpThreadingLegacyPass();
}

namespace {

/// Create a new basic block and sink \p SIToSink into it.
void createBasicBlockAndSinkSelectInst(
    DomTreeUpdater *DTU, SelectInst *SI, PHINode *SIUse, SelectInst *SIToSink,
    BasicBlock *EndBlock, StringRef NewBBName, BasicBlock **NewBlock,
    BranchInst **NewBranch, std::vector<SelectInstToUnfold> *NewSIsToUnfold,
    std::vector<BasicBlock *> *NewBBs) {
  assert(SIToSink->hasOneUse());
  assert(NewBlock);
  assert(NewBranch);
  *NewBlock = BasicBlock::Create(SI->getContext(), NewBBName,
                                 EndBlock->getParent(), EndBlock);
  NewBBs->push_back(*NewBlock);
  *NewBranch = BranchInst::Create(EndBlock, *NewBlock);
  SIToSink->moveBefore(*NewBranch);
  NewSIsToUnfold->push_back(SelectInstToUnfold(SIToSink, SIUse));
  DTU->applyUpdates({{DominatorTree::Insert, *NewBlock, EndBlock}});
}

/// Unfold the select instruction held in \p SIToUnfold by replacing it with
/// control flow.
///
/// Put newly discovered select instructions into \p NewSIsToUnfold. Put newly
/// created basic blocks into \p NewBBs.
///
/// TODO: merge it with CodeGenPrepare::optimizeSelectInst() if possible.
void unfold(DomTreeUpdater *DTU, SelectInstToUnfold SIToUnfold,
            std::vector<SelectInstToUnfold> *NewSIsToUnfold,
            std::vector<BasicBlock *> *NewBBs) {
  SelectInst *SI = SIToUnfold.getInst();
  PHINode *SIUse = SIToUnfold.getUse();
  BasicBlock *StartBlock = SI->getParent();
  BasicBlock *EndBlock = SIUse->getParent();
  BranchInst *StartBlockTerm =
      dyn_cast<BranchInst>(StartBlock->getTerminator());

  assert(StartBlockTerm && StartBlockTerm->isUnconditional());
  assert(SI->hasOneUse());

  // These are the new basic blocks for the conditional branch.
  // At least one will become an actual new basic block.
  BasicBlock *TrueBlock = nullptr;
  BasicBlock *FalseBlock = nullptr;
  BranchInst *TrueBranch = nullptr;
  BranchInst *FalseBranch = nullptr;

  // Sink select instructions to be able to unfold them later.
  if (SelectInst *SIOp = dyn_cast<SelectInst>(SI->getTrueValue())) {
    createBasicBlockAndSinkSelectInst(DTU, SI, SIUse, SIOp, EndBlock,
                                      "si.unfold.true", &TrueBlock, &TrueBranch,
                                      NewSIsToUnfold, NewBBs);
  }
  if (SelectInst *SIOp = dyn_cast<SelectInst>(SI->getFalseValue())) {
    createBasicBlockAndSinkSelectInst(DTU, SI, SIUse, SIOp, EndBlock,
                                      "si.unfold.false", &FalseBlock,
                                      &FalseBranch, NewSIsToUnfold, NewBBs);
  }

  // If there was nothing to sink, then arbitrarily choose the 'false' side
  // for a new input value to the PHI.
  if (!TrueBlock && !FalseBlock) {
    FalseBlock = BasicBlock::Create(SI->getContext(), "si.unfold.false",
                                    EndBlock->getParent(), EndBlock);
    NewBBs->push_back(FalseBlock);
    BranchInst::Create(EndBlock, FalseBlock);
    DTU->applyUpdates({{DominatorTree::Insert, FalseBlock, EndBlock}});
  }

  // Insert the real conditional branch based on the original condition.
  // If we did not create a new block for one of the 'true' or 'false' paths
  // of the condition, it means that side of the branch goes to the end block
  // directly and the path originates from the start block from the point of
  // view of the new PHI.
  BasicBlock *TT = EndBlock;
  BasicBlock *FT = EndBlock;
  if (TrueBlock && FalseBlock) {
    // A diamond.
    TT = TrueBlock;
    FT = FalseBlock;

    // Update the phi node of SI.
    SIUse->removeIncomingValue(StartBlock, /* DeletePHIIfEmpty = */ false);
    SIUse->addIncoming(SI->getTrueValue(), TrueBlock);
    SIUse->addIncoming(SI->getFalseValue(), FalseBlock);

    // Update any other PHI nodes in EndBlock.
    for (PHINode &Phi : EndBlock->phis()) {
      if (&Phi != SIUse) {
        Phi.addIncoming(Phi.getIncomingValueForBlock(StartBlock), TrueBlock);
        Phi.addIncoming(Phi.getIncomingValueForBlock(StartBlock), FalseBlock);
      }
    }
  } else {
    BasicBlock *NewBlock = nullptr;
    Value *SIOp1 = SI->getTrueValue();
    Value *SIOp2 = SI->getFalseValue();

    // A triangle pointing right.
    if (!TrueBlock) {
      NewBlock = FalseBlock;
      FT = FalseBlock;
    }
    // A triangle pointing left.
    else {
      NewBlock = TrueBlock;
      TT = TrueBlock;
      std::swap(SIOp1, SIOp2);
    }

    // Update the phi node of SI.
    for (unsigned Idx = 0; Idx < SIUse->getNumIncomingValues(); ++Idx) {
      if (SIUse->getIncomingBlock(Idx) == StartBlock)
        SIUse->setIncomingValue(Idx, SIOp1);
    }
    SIUse->addIncoming(SIOp2, NewBlock);

    // Update any other PHI nodes in EndBlock.
    for (auto II = EndBlock->begin(); PHINode *Phi = dyn_cast<PHINode>(II);
         ++II) {
      if (Phi != SIUse)
        Phi->addIncoming(Phi->getIncomingValueForBlock(StartBlock), NewBlock);
    }
  }
  StartBlockTerm->eraseFromParent();
  BranchInst::Create(TT, FT, SI->getCondition(), StartBlock);
  DTU->applyUpdates({{DominatorTree::Insert, StartBlock, TT},
                     {DominatorTree::Insert, StartBlock, FT}});

  // The select is now dead.
  SI->eraseFromParent();
}

struct ClonedBlock {
  BasicBlock *BB;
  uint64_t State; ///< \p State corresponds to the next value of a switch stmnt.
};

typedef std::deque<BasicBlock *> PathType;
typedef std::vector<PathType> PathsType;
typedef SmallPtrSet<const BasicBlock *, 8> VisitedBlocks;
typedef std::vector<ClonedBlock> CloneList;

// This data structure keeps track of all blocks that have been cloned.  If two
// different ThreadingPaths clone the same block for a certain state it should
// be reused, and it can be looked up in this map.
typedef DenseMap<BasicBlock *, CloneList> DuplicateBlockMap;

// This map keeps track of all the new definitions for an instruction. This
// information is needed when restoring SSA form after cloning blocks.
typedef DenseMap<Instruction *, std::vector<Instruction *>> DefMap;

inline raw_ostream &operator<<(raw_ostream &OS, const PathType &Path) {
  OS << "< ";
  for (const BasicBlock *BB : Path) {
    std::string BBName;
    if (BB->hasName())
      raw_string_ostream(BBName) << BB->getName();
    else
      raw_string_ostream(BBName) << BB;
    OS << BBName << " ";
  }
  OS << ">";
  return OS;
}

/// ThreadingPath is a path in the control flow of a loop that can be threaded
/// by cloning necessary basic blocks and replacing conditional branches with
/// unconditional ones. A threading path includes a list of basic blocks, the
/// exit state, and the block that determines the next state.
struct ThreadingPath {
  /// Exit value is DFA's exit state for the given path.
  uint64_t getExitValue() const { return ExitVal; }
  void setExitValue(const ConstantInt *V) {
    ExitVal = V->getZExtValue();
    IsExitValSet = true;
  }
  bool isExitValueSet() const { return IsExitValSet; }

  /// Determinator is the basic block that determines the next state of the DFA.
  const BasicBlock *getDeterminatorBB() const { return DBB; }
  void setDeterminator(const BasicBlock *BB) { DBB = BB; }

  /// Path is a list of basic blocks.
  const PathType &getPath() const { return Path; }
  void setPath(const PathType &NewPath) { Path = NewPath; }

  void print(raw_ostream &OS) const {
    OS << Path << " [ " << ExitVal << ", " << DBB->getName() << " ]";
  }

private:
  PathType Path;
  uint64_t ExitVal;
  const BasicBlock *DBB = nullptr;
  bool IsExitValSet = false;
};

#ifndef NDEBUG
inline raw_ostream &operator<<(raw_ostream &OS, const ThreadingPath &TPath) {
  TPath.print(OS);
  return OS;
}
#endif

struct MainSwitch {
  MainSwitch(SwitchInst *SI, OptimizationRemarkEmitter *ORE) {
    if (isPredictable(SI)) {
      Instr = SI;
    } else {
      ORE->emit([&]() {
        return OptimizationRemarkMissed(DEBUG_TYPE, "SwitchNotPredictable", SI)
               << "Switch instruction is not predictable.";
      });
    }
  }

  virtual ~MainSwitch() = default;

  SwitchInst *getInstr() const { return Instr; }
  const SmallVector<SelectInstToUnfold, 4> getSelectInsts() {
    return SelectInsts;
  }

private:
  /// Do a use-def chain traversal. Make sure the value of the switch variable
  /// is always a known constant. This means that all conditional jumps based on
  /// switch variable can be converted to unconditional jumps.
  bool isPredictable(const SwitchInst *SI) {
    std::deque<Instruction *> Q;
    SmallSet<Value *, 16> SeenValues;
    SelectInsts.clear();

    Value *FirstDef = SI->getOperand(0);
    auto *Inst = dyn_cast<Instruction>(FirstDef);

    // If this is a function argument or another non-instruction, then give up.
    // We are interested in loop local variables.
    if (!Inst)
      return false;

    // Require the first definition to be a PHINode
    if (!isa<PHINode>(Inst))
      return false;

    LLVM_DEBUG(dbgs() << "\tisPredictable() FirstDef: " << *Inst << "\n");

    Q.push_back(Inst);
    SeenValues.insert(FirstDef);

    while (!Q.empty()) {
      Instruction *Current = Q.front();
      Q.pop_front();

      if (auto *Phi = dyn_cast<PHINode>(Current)) {
        for (Value *Incoming : Phi->incoming_values()) {
          if (!isPredictableValue(Incoming, SeenValues))
            return false;
          addInstToQueue(Incoming, Q, SeenValues);
        }
        LLVM_DEBUG(dbgs() << "\tisPredictable() phi: " << *Phi << "\n");
      } else if (SelectInst *SelI = dyn_cast<SelectInst>(Current)) {
        if (!isValidSelectInst(SelI))
          return false;
        if (!isPredictableValue(SelI->getTrueValue(), SeenValues) ||
            !isPredictableValue(SelI->getFalseValue(), SeenValues)) {
          return false;
        }
        addInstToQueue(SelI->getTrueValue(), Q, SeenValues);
        addInstToQueue(SelI->getFalseValue(), Q, SeenValues);
        LLVM_DEBUG(dbgs() << "\tisPredictable() select: " << *SelI << "\n");
        if (auto *SelIUse = dyn_cast<PHINode>(SelI->user_back()))
          SelectInsts.push_back(SelectInstToUnfold(SelI, SelIUse));
      } else {
        // If it is neither a phi nor a select, then we give up.
        return false;
      }
    }

    return true;
  }

  bool isPredictableValue(Value *InpVal, SmallSet<Value *, 16> &SeenValues) {
    if (SeenValues.find(InpVal) != SeenValues.end())
      return true;

    if (isa<ConstantInt>(InpVal))
      return true;

    // If this is a function argument or another non-instruction, then give up.
    if (!isa<Instruction>(InpVal))
      return false;

    return true;
  }

  void addInstToQueue(Value *Val, std::deque<Instruction *> &Q,
                      SmallSet<Value *, 16> &SeenValues) {
    if (SeenValues.find(Val) != SeenValues.end())
      return;
    if (Instruction *I = dyn_cast<Instruction>(Val))
      Q.push_back(I);
    SeenValues.insert(Val);
  }

  bool isValidSelectInst(SelectInst *SI) {
    if (!SI->hasOneUse())
      return false;

    Instruction *SIUse = dyn_cast<Instruction>(SI->user_back());
    // The use of the select inst should be either a phi or another select.
    if (!SIUse && !(isa<PHINode>(SIUse) || isa<SelectInst>(SIUse)))
      return false;

    BasicBlock *SIBB = SI->getParent();

    // Currently, we can only expand select instructions in basic blocks with
    // one successor.
    BranchInst *SITerm = dyn_cast<BranchInst>(SIBB->getTerminator());
    if (!SITerm || !SITerm->isUnconditional())
      return false;

    if (isa<PHINode>(SIUse) &&
        SIBB->getSingleSuccessor() != cast<Instruction>(SIUse)->getParent())
      return false;

    // If select will not be sunk during unfolding, and it is in the same basic
    // block as another state defining select, then cannot unfold both.
    for (SelectInstToUnfold SIToUnfold : SelectInsts) {
      SelectInst *PrevSI = SIToUnfold.getInst();
      if (PrevSI->getTrueValue() != SI && PrevSI->getFalseValue() != SI &&
          PrevSI->getParent() == SI->getParent())
        return false;
    }

    return true;
  }

  SwitchInst *Instr = nullptr;
  SmallVector<SelectInstToUnfold, 4> SelectInsts;
};

struct AllSwitchPaths {
  AllSwitchPaths(const MainSwitch *MSwitch, OptimizationRemarkEmitter *ORE)
      : Switch(MSwitch->getInstr()), SwitchBlock(Switch->getParent()),
        ORE(ORE) {}

  std::vector<ThreadingPath> &getThreadingPaths() { return TPaths; }
  unsigned getNumThreadingPaths() { return TPaths.size(); }
  SwitchInst *getSwitchInst() { return Switch; }
  BasicBlock *getSwitchBlock() { return SwitchBlock; }

  void run() {
    VisitedBlocks Visited;
    PathsType LoopPaths = paths(SwitchBlock, Visited, /* PathDepth = */ 1);
    StateDefMap StateDef = getStateDefMap();

    for (PathType Path : LoopPaths) {
      ThreadingPath TPath;

      const BasicBlock *PrevBB = Path.back();
      for (const BasicBlock *BB : Path) {
        if (StateDef.count(BB) != 0) {
          const PHINode *Phi = dyn_cast<PHINode>(StateDef[BB]);
          assert(Phi && "Expected a state-defining instr to be a phi node.");

          const Value *V = Phi->getIncomingValueForBlock(PrevBB);
          if (const ConstantInt *C = dyn_cast<const ConstantInt>(V)) {
            TPath.setExitValue(C);
            TPath.setDeterminator(BB);
            TPath.setPath(Path);
          }
        }

        // Switch block is the determinator, this is the final exit value.
        if (TPath.isExitValueSet() && BB == Path.front())
          break;

        PrevBB = BB;
      }

      if (TPath.isExitValueSet())
        TPaths.push_back(TPath);
    }
  }

private:
  // Value: an instruction that defines a switch state;
  // Key: the parent basic block of that instruction.
  typedef DenseMap<const BasicBlock *, const PHINode *> StateDefMap;

  PathsType paths(BasicBlock *BB, VisitedBlocks &Visited,
                  unsigned PathDepth) const {
    PathsType Res;

    // Stop exploring paths after visiting MaxPathLength blocks
    if (PathDepth > MaxPathLength) {
      ORE->emit([&]() {
        return OptimizationRemarkAnalysis(DEBUG_TYPE, "MaxPathLengthReached",
                                          Switch)
               << "Exploration stopped after visiting MaxPathLength="
               << ore::NV("MaxPathLength", MaxPathLength) << " blocks.";
      });
      return Res;
    }

    Visited.insert(BB);

    // Some blocks have multiple edges to the same successor, and this set
    // is used to prevent a duplicate path from being generated
    SmallSet<BasicBlock *, 4> Successors;
    for (BasicBlock *Succ : successors(BB)) {
      if (!Successors.insert(Succ).second)
        continue;

      // Found a cycle through the SwitchBlock
      if (Succ == SwitchBlock) {
        Res.push_back({BB});
        continue;
      }

      // We have encountered a cycle, do not get caught in it
      if (Visited.contains(Succ))
        continue;

      PathsType SuccPaths = paths(Succ, Visited, PathDepth + 1);
      for (PathType Path : SuccPaths) {
        PathType NewPath(Path);
        NewPath.push_front(BB);
        Res.push_back(NewPath);
      }
    }
    // This block could now be visited again from a different predecessor. Note
    // that this will result in exponential runtime. Subpaths could possibly be
    // cached but it takes a lot of memory to store them.
    Visited.erase(BB);
    return Res;
  }

  /// Walk the use-def chain and collect all the state-defining instructions.
  StateDefMap getStateDefMap() const {
    StateDefMap Res;

    Value *FirstDef = Switch->getOperand(0);

    assert(isa<PHINode>(FirstDef) && "After select unfolding, all state "
                                     "definitions are expected to be phi "
                                     "nodes.");

    SmallVector<PHINode *, 8> Stack;
    Stack.push_back(dyn_cast<PHINode>(FirstDef));
    SmallSet<Value *, 16> SeenValues;

    while (!Stack.empty()) {
      PHINode *CurPhi = Stack.back();
      Stack.pop_back();

      Res[CurPhi->getParent()] = CurPhi;
      SeenValues.insert(CurPhi);

      for (Value *Incoming : CurPhi->incoming_values()) {
        if (Incoming == FirstDef || isa<ConstantInt>(Incoming) ||
            SeenValues.find(Incoming) != SeenValues.end()) {
          continue;
        }

        assert(isa<PHINode>(Incoming) && "After select unfolding, all state "
                                         "definitions are expected to be phi "
                                         "nodes.");

        Stack.push_back(cast<PHINode>(Incoming));
      }
    }

    return Res;
  }

  SwitchInst *Switch;
  BasicBlock *SwitchBlock;
  OptimizationRemarkEmitter *ORE;
  std::vector<ThreadingPath> TPaths;
};

struct TransformDFA {
  TransformDFA(AllSwitchPaths *SwitchPaths, DominatorTree *DT,
               AssumptionCache *AC, TargetTransformInfo *TTI,
               OptimizationRemarkEmitter *ORE,
               SmallPtrSet<const Value *, 32> EphValues)
      : SwitchPaths(SwitchPaths), DT(DT), AC(AC), TTI(TTI), ORE(ORE),
        EphValues(EphValues) {}

  void run() {
    if (isLegalAndProfitableToTransform()) {
      createAllExitPaths();
      NumTransforms++;
    }
  }

private:
  /// This function performs both a legality check and profitability check at
  /// the same time since it is convenient to do so. It iterates through all
  /// blocks that will be cloned, and keeps track of the duplication cost. It
  /// also returns false if it is illegal to clone some required block.
  bool isLegalAndProfitableToTransform() {
    CodeMetrics Metrics;
    SwitchInst *Switch = SwitchPaths->getSwitchInst();

    // Note that DuplicateBlockMap is not being used as intended here. It is
    // just being used to ensure (BB, State) pairs are only counted once.
    DuplicateBlockMap DuplicateMap;

    for (ThreadingPath &TPath : SwitchPaths->getThreadingPaths()) {
      PathType PathBBs = TPath.getPath();
      uint64_t NextState = TPath.getExitValue();
      const BasicBlock *Determinator = TPath.getDeterminatorBB();

      // Update Metrics for the Switch block, this is always cloned
      BasicBlock *BB = SwitchPaths->getSwitchBlock();
      BasicBlock *VisitedBB = getClonedBB(BB, NextState, DuplicateMap);
      if (!VisitedBB) {
        Metrics.analyzeBasicBlock(BB, *TTI, EphValues);
        DuplicateMap[BB].push_back({BB, NextState});
      }

      // If the Switch block is the Determinator, then we can continue since
      // this is the only block that is cloned and we already counted for it.
      if (PathBBs.front() == Determinator)
        continue;

      // Otherwise update Metrics for all blocks that will be cloned. If any
      // block is already cloned and would be reused, don't double count it.
      auto DetIt = std::find(PathBBs.begin(), PathBBs.end(), Determinator);
      for (auto BBIt = DetIt; BBIt != PathBBs.end(); BBIt++) {
        BB = *BBIt;
        VisitedBB = getClonedBB(BB, NextState, DuplicateMap);
        if (VisitedBB)
          continue;
        Metrics.analyzeBasicBlock(BB, *TTI, EphValues);
        DuplicateMap[BB].push_back({BB, NextState});
      }

      if (Metrics.notDuplicatable) {
        LLVM_DEBUG(dbgs() << "DFA Jump Threading: Not jump threading, contains "
                          << "non-duplicatable instructions.\n");
        ORE->emit([&]() {
          return OptimizationRemarkMissed(DEBUG_TYPE, "NonDuplicatableInst",
                                          Switch)
                 << "Contains non-duplicatable instructions.";
        });
        return false;
      }

      if (Metrics.convergent) {
        LLVM_DEBUG(dbgs() << "DFA Jump Threading: Not jump threading, contains "
                          << "convergent instructions.\n");
        ORE->emit([&]() {
          return OptimizationRemarkMissed(DEBUG_TYPE, "ConvergentInst", Switch)
                 << "Contains convergent instructions.";
        });
        return false;
      }
    }

    unsigned DuplicationCost = 0;

    unsigned JumpTableSize = 0;
    TTI->getEstimatedNumberOfCaseClusters(*Switch, JumpTableSize, nullptr,
                                          nullptr);
    if (JumpTableSize == 0) {
      // Factor in the number of conditional branches reduced from jump
      // threading. Assume that lowering the switch block is implemented by
      // using binary search, hence the LogBase2().
      unsigned CondBranches =
          APInt(32, Switch->getNumSuccessors()).ceilLogBase2();
      DuplicationCost = Metrics.NumInsts / CondBranches;
    } else {
      // Compared with jump tables, the DFA optimizer removes an indirect branch
      // on each loop iteration, thus making branch prediction more precise. The
      // more branch targets there are, the more likely it is for the branch
      // predictor to make a mistake, and the more benefit there is in the DFA
      // optimizer. Thus, the more branch targets there are, the lower is the
      // cost of the DFA opt.
      DuplicationCost = Metrics.NumInsts / JumpTableSize;
    }

    LLVM_DEBUG(dbgs() << "\nDFA Jump Threading: Cost to jump thread block "
                      << SwitchPaths->getSwitchBlock()->getName()
                      << " is: " << DuplicationCost << "\n\n");

    if (DuplicationCost > CostThreshold) {
      LLVM_DEBUG(dbgs() << "Not jump threading, duplication cost exceeds the "
                        << "cost threshold.\n");
      ORE->emit([&]() {
        return OptimizationRemarkMissed(DEBUG_TYPE, "NotProfitable", Switch)
               << "Duplication cost exceeds the cost threshold (cost="
               << ore::NV("Cost", DuplicationCost)
               << ", threshold=" << ore::NV("Threshold", CostThreshold) << ").";
      });
      return false;
    }

    ORE->emit([&]() {
      return OptimizationRemark(DEBUG_TYPE, "JumpThreaded", Switch)
             << "Switch statement jump-threaded.";
    });

    return true;
  }

  /// Transform each threading path to effectively jump thread the DFA.
  void createAllExitPaths() {
    DomTreeUpdater DTU(*DT, DomTreeUpdater::UpdateStrategy::Eager);

    // Move the switch block to the end of the path, since it will be duplicated
    BasicBlock *SwitchBlock = SwitchPaths->getSwitchBlock();
    for (ThreadingPath &TPath : SwitchPaths->getThreadingPaths()) {
      LLVM_DEBUG(dbgs() << TPath << "\n");
      PathType NewPath(TPath.getPath());
      NewPath.push_back(SwitchBlock);
      TPath.setPath(NewPath);
    }

    // Transform the ThreadingPaths and keep track of the cloned values
    DuplicateBlockMap DuplicateMap;
    DefMap NewDefs;

    SmallSet<BasicBlock *, 16> BlocksToClean;
    for (BasicBlock *BB : successors(SwitchBlock))
      BlocksToClean.insert(BB);

    for (ThreadingPath &TPath : SwitchPaths->getThreadingPaths()) {
      createExitPath(NewDefs, TPath, DuplicateMap, BlocksToClean, &DTU);
      NumPaths++;
    }

    // After all paths are cloned, now update the last successor of the cloned
    // path so it skips over the switch statement
    for (ThreadingPath &TPath : SwitchPaths->getThreadingPaths())
      updateLastSuccessor(TPath, DuplicateMap, &DTU);

    // For each instruction that was cloned and used outside, update its uses
    updateSSA(NewDefs);

    // Clean PHI Nodes for the newly created blocks
    for (BasicBlock *BB : BlocksToClean)
      cleanPhiNodes(BB);
  }

  /// For a specific ThreadingPath \p Path, create an exit path starting from
  /// the determinator block.
  ///
  /// To remember the correct destination, we have to duplicate blocks
  /// corresponding to each state. Also update the terminating instruction of
  /// the predecessors, and phis in the successor blocks.
  void createExitPath(DefMap &NewDefs, ThreadingPath &Path,
                      DuplicateBlockMap &DuplicateMap,
                      SmallSet<BasicBlock *, 16> &BlocksToClean,
                      DomTreeUpdater *DTU) {
    uint64_t NextState = Path.getExitValue();
    const BasicBlock *Determinator = Path.getDeterminatorBB();
    PathType PathBBs = Path.getPath();

    // Don't select the placeholder block in front
    if (PathBBs.front() == Determinator)
      PathBBs.pop_front();

    auto DetIt = std::find(PathBBs.begin(), PathBBs.end(), Determinator);
    auto Prev = std::prev(DetIt);
    BasicBlock *PrevBB = *Prev;
    for (auto BBIt = DetIt; BBIt != PathBBs.end(); BBIt++) {
      BasicBlock *BB = *BBIt;
      BlocksToClean.insert(BB);

      // We already cloned BB for this NextState, now just update the branch
      // and continue.
      BasicBlock *NextBB = getClonedBB(BB, NextState, DuplicateMap);
      if (NextBB) {
        updatePredecessor(PrevBB, BB, NextBB, DTU);
        PrevBB = NextBB;
        continue;
      }

      // Clone the BB and update the successor of Prev to jump to the new block
      BasicBlock *NewBB = cloneBlockAndUpdatePredecessor(
          BB, PrevBB, NextState, DuplicateMap, NewDefs, DTU);
      DuplicateMap[BB].push_back({NewBB, NextState});
      BlocksToClean.insert(NewBB);
      PrevBB = NewBB;
    }
  }

  /// Restore SSA form after cloning blocks.
  ///
  /// Each cloned block creates new defs for a variable, and the uses need to be
  /// updated to reflect this. The uses may be replaced with a cloned value, or
  /// some derived phi instruction. Note that all uses of a value defined in the
  /// same block were already remapped when cloning the block.
  void updateSSA(DefMap &NewDefs) {
    SSAUpdaterBulk SSAUpdate;
    SmallVector<Use *, 16> UsesToRename;

    for (auto KV : NewDefs) {
      Instruction *I = KV.first;
      BasicBlock *BB = I->getParent();
      std::vector<Instruction *> Cloned = KV.second;

      // Scan all uses of this instruction to see if it is used outside of its
      // block, and if so, record them in UsesToRename.
      for (Use &U : I->uses()) {
        Instruction *User = cast<Instruction>(U.getUser());
        if (PHINode *UserPN = dyn_cast<PHINode>(User)) {
          if (UserPN->getIncomingBlock(U) == BB)
            continue;
        } else if (User->getParent() == BB) {
          continue;
        }

        UsesToRename.push_back(&U);
      }

      // If there are no uses outside the block, we're done with this
      // instruction.
      if (UsesToRename.empty())
        continue;
      LLVM_DEBUG(dbgs() << "DFA-JT: Renaming non-local uses of: " << *I
                        << "\n");

      // We found a use of I outside of BB.  Rename all uses of I that are
      // outside its block to be uses of the appropriate PHI node etc.  See
      // ValuesInBlocks with the values we know.
      unsigned VarNum = SSAUpdate.AddVariable(I->getName(), I->getType());
      SSAUpdate.AddAvailableValue(VarNum, BB, I);
      for (Instruction *New : Cloned)
        SSAUpdate.AddAvailableValue(VarNum, New->getParent(), New);

      while (!UsesToRename.empty())
        SSAUpdate.AddUse(VarNum, UsesToRename.pop_back_val());

      LLVM_DEBUG(dbgs() << "\n");
    }
    // SSAUpdater handles phi placement and renaming uses with the appropriate
    // value.
    SSAUpdate.RewriteAllUses(DT);
  }

  /// Clones a basic block, and adds it to the CFG.
  ///
  /// This function also includes updating phi nodes in the successors of the
  /// BB, and remapping uses that were defined locally in the cloned BB.
  BasicBlock *cloneBlockAndUpdatePredecessor(BasicBlock *BB, BasicBlock *PrevBB,
                                             uint64_t NextState,
                                             DuplicateBlockMap &DuplicateMap,
                                             DefMap &NewDefs,
                                             DomTreeUpdater *DTU) {
    ValueToValueMapTy VMap;
    BasicBlock *NewBB = CloneBasicBlock(
        BB, VMap, ".jt" + std::to_string(NextState), BB->getParent());
    NewBB->moveAfter(BB);
    NumCloned++;

    for (Instruction &I : *NewBB) {
      // Do not remap operands of PHINode in case a definition in BB is an
      // incoming value to a phi in the same block. This incoming value will
      // be renamed later while restoring SSA.
      if (isa<PHINode>(&I))
        continue;
      RemapInstruction(&I, VMap,
                       RF_IgnoreMissingLocals | RF_NoModuleLevelChanges);
      if (AssumeInst *II = dyn_cast<AssumeInst>(&I))
        AC->registerAssumption(II);
    }

    updateSuccessorPhis(BB, NewBB, NextState, VMap, DuplicateMap);
    updatePredecessor(PrevBB, BB, NewBB, DTU);
    updateDefMap(NewDefs, VMap);

    // Add all successors to the DominatorTree
    SmallPtrSet<BasicBlock *, 4> SuccSet;
    for (auto *SuccBB : successors(NewBB)) {
      if (SuccSet.insert(SuccBB).second)
        DTU->applyUpdates({{DominatorTree::Insert, NewBB, SuccBB}});
    }
    SuccSet.clear();
    return NewBB;
  }

  /// Update the phi nodes in BB's successors.
  ///
  /// This means creating a new incoming value from NewBB with the new
  /// instruction wherever there is an incoming value from BB.
  void updateSuccessorPhis(BasicBlock *BB, BasicBlock *ClonedBB,
                           uint64_t NextState, ValueToValueMapTy &VMap,
                           DuplicateBlockMap &DuplicateMap) {
    std::vector<BasicBlock *> BlocksToUpdate;

    // If BB is the last block in the path, we can simply update the one case
    // successor that will be reached.
    if (BB == SwitchPaths->getSwitchBlock()) {
      SwitchInst *Switch = SwitchPaths->getSwitchInst();
      BasicBlock *NextCase = getNextCaseSuccessor(Switch, NextState);
      BlocksToUpdate.push_back(NextCase);
      BasicBlock *ClonedSucc = getClonedBB(NextCase, NextState, DuplicateMap);
      if (ClonedSucc)
        BlocksToUpdate.push_back(ClonedSucc);
    }
    // Otherwise update phis in all successors.
    else {
      for (BasicBlock *Succ : successors(BB)) {
        BlocksToUpdate.push_back(Succ);

        // Check if a successor has already been cloned for the particular exit
        // value. In this case if a successor was already cloned, the phi nodes
        // in the cloned block should be updated directly.
        BasicBlock *ClonedSucc = getClonedBB(Succ, NextState, DuplicateMap);
        if (ClonedSucc)
          BlocksToUpdate.push_back(ClonedSucc);
      }
    }

    // If there is a phi with an incoming value from BB, create a new incoming
    // value for the new predecessor ClonedBB. The value will either be the same
    // value from BB or a cloned value.
    for (BasicBlock *Succ : BlocksToUpdate) {
      for (auto II = Succ->begin(); PHINode *Phi = dyn_cast<PHINode>(II);
           ++II) {
        Value *Incoming = Phi->getIncomingValueForBlock(BB);
        if (Incoming) {
          if (isa<Constant>(Incoming)) {
            Phi->addIncoming(Incoming, ClonedBB);
            continue;
          }
          Value *ClonedVal = VMap[Incoming];
          if (ClonedVal)
            Phi->addIncoming(ClonedVal, ClonedBB);
          else
            Phi->addIncoming(Incoming, ClonedBB);
        }
      }
    }
  }

  /// Sets the successor of PrevBB to be NewBB instead of OldBB. Note that all
  /// other successors are kept as well.
  void updatePredecessor(BasicBlock *PrevBB, BasicBlock *OldBB,
                         BasicBlock *NewBB, DomTreeUpdater *DTU) {
    // When a path is reused, there is a chance that predecessors were already
    // updated before. Check if the predecessor needs to be updated first.
    if (!isPredecessor(OldBB, PrevBB))
      return;

    Instruction *PrevTerm = PrevBB->getTerminator();
    for (unsigned Idx = 0; Idx < PrevTerm->getNumSuccessors(); Idx++) {
      if (PrevTerm->getSuccessor(Idx) == OldBB) {
        OldBB->removePredecessor(PrevBB, /* KeepOneInputPHIs = */ true);
        PrevTerm->setSuccessor(Idx, NewBB);
      }
    }
    DTU->applyUpdates({{DominatorTree::Delete, PrevBB, OldBB},
                       {DominatorTree::Insert, PrevBB, NewBB}});
  }

  /// Add new value mappings to the DefMap to keep track of all new definitions
  /// for a particular instruction. These will be used while updating SSA form.
  void updateDefMap(DefMap &NewDefs, ValueToValueMapTy &VMap) {
    for (auto Entry : VMap) {
      Instruction *Inst =
          dyn_cast<Instruction>(const_cast<Value *>(Entry.first));
      if (!Inst || !Entry.second || isa<BranchInst>(Inst) ||
          isa<SwitchInst>(Inst)) {
        continue;
      }

      Instruction *Cloned = dyn_cast<Instruction>(Entry.second);
      if (!Cloned)
        continue;

      if (NewDefs.find(Inst) == NewDefs.end())
        NewDefs[Inst] = {Cloned};
      else
        NewDefs[Inst].push_back(Cloned);
    }
  }

  /// Update the last branch of a particular cloned path to point to the correct
  /// case successor.
  ///
  /// Note that this is an optional step and would have been done in later
  /// optimizations, but it makes the CFG significantly easier to work with.
  void updateLastSuccessor(ThreadingPath &TPath,
                           DuplicateBlockMap &DuplicateMap,
                           DomTreeUpdater *DTU) {
    uint64_t NextState = TPath.getExitValue();
    BasicBlock *BB = TPath.getPath().back();
    BasicBlock *LastBlock = getClonedBB(BB, NextState, DuplicateMap);

    // Note multiple paths can end at the same block so check that it is not
    // updated yet
    if (!isa<SwitchInst>(LastBlock->getTerminator()))
      return;
    SwitchInst *Switch = cast<SwitchInst>(LastBlock->getTerminator());
    BasicBlock *NextCase = getNextCaseSuccessor(Switch, NextState);

    std::vector<DominatorTree::UpdateType> DTUpdates;
    SmallPtrSet<BasicBlock *, 4> SuccSet;
    for (BasicBlock *Succ : successors(LastBlock)) {
      if (Succ != NextCase && SuccSet.insert(Succ).second)
        DTUpdates.push_back({DominatorTree::Delete, LastBlock, Succ});
    }

    Switch->eraseFromParent();
    BranchInst::Create(NextCase, LastBlock);

    DTU->applyUpdates(DTUpdates);
  }

  /// After cloning blocks, some of the phi nodes have extra incoming values
  /// that are no longer used. This function removes them.
  void cleanPhiNodes(BasicBlock *BB) {
    // If BB is no longer reachable, remove any remaining phi nodes
    if (pred_empty(BB)) {
      std::vector<PHINode *> PhiToRemove;
      for (auto II = BB->begin(); PHINode *Phi = dyn_cast<PHINode>(II); ++II) {
        PhiToRemove.push_back(Phi);
      }
      for (PHINode *PN : PhiToRemove) {
        PN->replaceAllUsesWith(UndefValue::get(PN->getType()));
        PN->eraseFromParent();
      }
      return;
    }

    // Remove any incoming values that come from an invalid predecessor
    for (auto II = BB->begin(); PHINode *Phi = dyn_cast<PHINode>(II); ++II) {
      std::vector<BasicBlock *> BlocksToRemove;
      for (BasicBlock *IncomingBB : Phi->blocks()) {
        if (!isPredecessor(BB, IncomingBB))
          BlocksToRemove.push_back(IncomingBB);
      }
      for (BasicBlock *BB : BlocksToRemove)
        Phi->removeIncomingValue(BB);
    }
  }

  /// Checks if BB was already cloned for a particular next state value. If it
  /// was then it returns this cloned block, and otherwise null.
  BasicBlock *getClonedBB(BasicBlock *BB, uint64_t NextState,
                          DuplicateBlockMap &DuplicateMap) {
    CloneList ClonedBBs = DuplicateMap[BB];

    // Find an entry in the CloneList with this NextState. If it exists then
    // return the corresponding BB
    auto It = llvm::find_if(ClonedBBs, [NextState](const ClonedBlock &C) {
      return C.State == NextState;
    });
    return It != ClonedBBs.end() ? (*It).BB : nullptr;
  }

  /// Helper to get the successor corresponding to a particular case value for
  /// a switch statement.
  BasicBlock *getNextCaseSuccessor(SwitchInst *Switch, uint64_t NextState) {
    BasicBlock *NextCase = nullptr;
    for (auto Case : Switch->cases()) {
      if (Case.getCaseValue()->getZExtValue() == NextState) {
        NextCase = Case.getCaseSuccessor();
        break;
      }
    }
    if (!NextCase)
      NextCase = Switch->getDefaultDest();
    return NextCase;
  }

  /// Returns true if IncomingBB is a predecessor of BB.
  bool isPredecessor(BasicBlock *BB, BasicBlock *IncomingBB) {
    return llvm::find(predecessors(BB), IncomingBB) != pred_end(BB);
  }

  AllSwitchPaths *SwitchPaths;
  DominatorTree *DT;
  AssumptionCache *AC;
  TargetTransformInfo *TTI;
  OptimizationRemarkEmitter *ORE;
  SmallPtrSet<const Value *, 32> EphValues;
  std::vector<ThreadingPath> TPaths;
};

bool DFAJumpThreading::run(Function &F) {
  LLVM_DEBUG(dbgs() << "\nDFA Jump threading: " << F.getName() << "\n");

  if (F.hasOptSize()) {
    LLVM_DEBUG(dbgs() << "Skipping due to the 'minsize' attribute\n");
    return false;
  }

  if (ClViewCfgBefore)
    F.viewCFG();

  SmallVector<AllSwitchPaths, 2> ThreadableLoops;
  bool MadeChanges = false;

  for (BasicBlock &BB : F) {
    auto *SI = dyn_cast<SwitchInst>(BB.getTerminator());
    if (!SI)
      continue;

    LLVM_DEBUG(dbgs() << "\nCheck if SwitchInst in BB " << BB.getName()
                      << " is predictable\n");
    MainSwitch Switch(SI, ORE);

    if (!Switch.getInstr())
      continue;

    LLVM_DEBUG(dbgs() << "\nSwitchInst in BB " << BB.getName() << " is a "
                      << "candidate for jump threading\n");
    LLVM_DEBUG(SI->dump());

    unfoldSelectInstrs(DT, Switch.getSelectInsts());
    if (!Switch.getSelectInsts().empty())
      MadeChanges = true;

    AllSwitchPaths SwitchPaths(&Switch, ORE);
    SwitchPaths.run();

    if (SwitchPaths.getNumThreadingPaths() > 0) {
      ThreadableLoops.push_back(SwitchPaths);

      // For the time being limit this optimization to occurring once in a
      // function since it can change the CFG significantly. This is not a
      // strict requirement but it can cause buggy behavior if there is an
      // overlap of blocks in different opportunities. There is a lot of room to
      // experiment with catching more opportunities here.
      break;
    }
  }

  SmallPtrSet<const Value *, 32> EphValues;
  if (ThreadableLoops.size() > 0)
    CodeMetrics::collectEphemeralValues(&F, AC, EphValues);

  for (AllSwitchPaths SwitchPaths : ThreadableLoops) {
    TransformDFA Transform(&SwitchPaths, DT, AC, TTI, ORE, EphValues);
    Transform.run();
    MadeChanges = true;
  }

#ifdef EXPENSIVE_CHECKS
  assert(DT->verify(DominatorTree::VerificationLevel::Full));
  verifyFunction(F, &dbgs());
#endif

  return MadeChanges;
}

} // end anonymous namespace

/// Integrate with the new Pass Manager
PreservedAnalyses DFAJumpThreadingPass::run(Function &F,
                                            FunctionAnalysisManager &AM) {
  AssumptionCache &AC = AM.getResult<AssumptionAnalysis>(F);
  DominatorTree &DT = AM.getResult<DominatorTreeAnalysis>(F);
  TargetTransformInfo &TTI = AM.getResult<TargetIRAnalysis>(F);
  OptimizationRemarkEmitter ORE(&F);

  if (!DFAJumpThreading(&AC, &DT, &TTI, &ORE).run(F))
    return PreservedAnalyses::all();

  PreservedAnalyses PA;
  PA.preserve<DominatorTreeAnalysis>();
  return PA;
}