ExpandVectorPredication.cpp

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//===----- CodeGen/ExpandVectorPredication.cpp - Expand VP intrinsics -----===//
//
// 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 pass implements IR expansion for vector predication intrinsics, allowing
// targets to enable vector predication until just before codegen.
//
//===----------------------------------------------------------------------===//
 
#include "llvm/CodeGen/ExpandVectorPredication.h"
#include "llvm/ADT/Statistic.h"
#include "llvm/Analysis/TargetTransformInfo.h"
#include "llvm/Analysis/ValueTracking.h"
#include "llvm/CodeGen/Passes.h"
#include "llvm/IR/Constants.h"
#include "llvm/IR/Function.h"
#include "llvm/IR/IRBuilder.h"
#include "llvm/IR/InstIterator.h"
#include "llvm/IR/Instructions.h"
#include "llvm/IR/IntrinsicInst.h"
#include "llvm/IR/Intrinsics.h"
#include "llvm/IR/Module.h"
#include "llvm/InitializePasses.h"
#include "llvm/Pass.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Compiler.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/MathExtras.h"
 
using namespace llvm;
 
using VPLegalization = TargetTransformInfo::VPLegalization;
using VPTransform = TargetTransformInfo::VPLegalization::VPTransform;
 
// Keep this in sync with TargetTransformInfo::VPLegalization.
#define VPINTERNAL_VPLEGAL_CASES                                               \
  VPINTERNAL_CASE(Legal)                                                       \
  VPINTERNAL_CASE(Discard)                                                     \
  VPINTERNAL_CASE(Convert)
 
#define VPINTERNAL_CASE(X) "|" #X
 
// Override options.
static cl::opt<std::string> EVLTransformOverride(
    "expandvp-override-evl-transform", cl::init(""), cl::Hidden,
    cl::desc("Options: <empty>" VPINTERNAL_VPLEGAL_CASES
             ". If non-empty, ignore "
             "TargetTransformInfo and "
             "always use this transformation for the %evl parameter (Used in "
             "testing)."));
 
static cl::opt<std::string> MaskTransformOverride(
    "expandvp-override-mask-transform", cl::init(""), cl::Hidden,
    cl::desc("Options: <empty>" VPINTERNAL_VPLEGAL_CASES
             ". If non-empty, Ignore "
             "TargetTransformInfo and "
             "always use this transformation for the %mask parameter (Used in "
             "testing)."));
 
#undef VPINTERNAL_CASE
#define VPINTERNAL_CASE(X) .Case(#X, VPLegalization::X)
 
static VPTransform parseOverrideOption(const std::string &TextOpt) {
  return StringSwitch<VPTransform>(TextOpt) VPINTERNAL_VPLEGAL_CASES;
}
 
#undef VPINTERNAL_VPLEGAL_CASES
 
// Whether any override options are set.
static bool anyExpandVPOverridesSet() {
  return !EVLTransformOverride.empty() || !MaskTransformOverride.empty();
}
 
#define DEBUG_TYPE "expandvp"
 
STATISTIC(NumFoldedVL, "Number of folded vector length params");
STATISTIC(NumLoweredVPOps, "Number of folded vector predication operations");
 
///// Helpers {
 
/// \returns Whether the vector mask \p MaskVal has all lane bits set.
static bool isAllTrueMask(Value *MaskVal) {
  auto *ConstVec = dyn_cast<ConstantVector>(MaskVal);
  return ConstVec && ConstVec->isAllOnesValue();
}
 
/// \returns A non-excepting divisor constant for this type.
static Constant *getSafeDivisor(Type *DivTy) {
  assert(DivTy->isIntOrIntVectorTy() && "Unsupported divisor type");
  return ConstantInt::get(DivTy, 1u, false);
}
 
/// Transfer operation properties from \p OldVPI to \p NewVal.
static void transferDecorations(Value &NewVal, VPIntrinsic &VPI) {
  auto *NewInst = dyn_cast<Instruction>(&NewVal);
  if (!NewInst || !isa<FPMathOperator>(NewVal))
    return;
 
  auto *OldFMOp = dyn_cast<FPMathOperator>(&VPI);
  if (!OldFMOp)
    return;
 
  NewInst->setFastMathFlags(OldFMOp->getFastMathFlags());
}
 
/// Transfer all properties from \p OldOp to \p NewOp and replace all uses.
/// OldVP gets erased.
static void replaceOperation(Value &NewOp, VPIntrinsic &OldOp) {
  transferDecorations(NewOp, OldOp);
  OldOp.replaceAllUsesWith(&NewOp);
  OldOp.eraseFromParent();
}
 
//// } Helpers
 
namespace {
 
// Expansion pass state at function scope.
struct CachingVPExpander {
  Function &F;
  const TargetTransformInfo &TTI;
 
  /// \returns A (fixed length) vector with ascending integer indices
  /// (<0, 1, ..., NumElems-1>).
  /// \p Builder
  ///    Used for instruction creation.
  /// \p LaneTy
  ///    Integer element type of the result vector.
  /// \p NumElems
  ///    Number of vector elements.
  Value *createStepVector(IRBuilder<> &Builder, Type *LaneTy,
                          unsigned NumElems);
 
  /// \returns A bitmask that is true where the lane position is less-than \p
  /// EVLParam
  ///
  /// \p Builder
  ///    Used for instruction creation.
  /// \p VLParam
  ///    The explicit vector length parameter to test against the lane
  ///    positions.
  /// \p ElemCount
  ///    Static (potentially scalable) number of vector elements.
  Value *convertEVLToMask(IRBuilder<> &Builder, Value *EVLParam,
                          ElementCount ElemCount);
 
  Value *foldEVLIntoMask(VPIntrinsic &VPI);
 
  /// "Remove" the %evl parameter of \p PI by setting it to the static vector
  /// length of the operation.
  void discardEVLParameter(VPIntrinsic &PI);
 
  /// \brief Lower this VP binary operator to a unpredicated binary operator.
  Value *expandPredicationInBinaryOperator(IRBuilder<> &Builder,
                                           VPIntrinsic &PI);
 
  /// \brief Lower this VP reduction to a call to an unpredicated reduction
  /// intrinsic.
  Value *expandPredicationInReduction(IRBuilder<> &Builder,
                                      VPReductionIntrinsic &PI);
 
  /// \brief Query TTI and expand the vector predication in \p P accordingly.
  Value *expandPredication(VPIntrinsic &PI);
 
  /// \brief  Determine how and whether the VPIntrinsic \p VPI shall be
  /// expanded. This overrides TTI with the cl::opts listed at the top of this
  /// file.
  VPLegalization getVPLegalizationStrategy(const VPIntrinsic &VPI) const;
  bool UsingTTIOverrides;
 
public:
  CachingVPExpander(Function &F, const TargetTransformInfo &TTI)
      : F(F), TTI(TTI), UsingTTIOverrides(anyExpandVPOverridesSet()) {}
 
  bool expandVectorPredication();
};
 
//// CachingVPExpander {
 
Value *CachingVPExpander::createStepVector(IRBuilder<> &Builder, Type *LaneTy,
                                           unsigned NumElems) {
  // TODO add caching
  SmallVector<Constant *, 16> ConstElems;
 
  for (unsigned Idx = 0; Idx < NumElems; ++Idx)
    ConstElems.push_back(ConstantInt::get(LaneTy, Idx, false));
 
  return ConstantVector::get(ConstElems);
}
 
Value *CachingVPExpander::convertEVLToMask(IRBuilder<> &Builder,
                                           Value *EVLParam,
                                           ElementCount ElemCount) {
  // TODO add caching
  // Scalable vector %evl conversion.
  if (ElemCount.isScalable()) {
    auto *M = Builder.GetInsertBlock()->getModule();
    Type *BoolVecTy = VectorType::get(Builder.getInt1Ty(), ElemCount);
    Function *ActiveMaskFunc = Intrinsic::getDeclaration(
        M, Intrinsic::get_active_lane_mask, {BoolVecTy, EVLParam->getType()});
    // `get_active_lane_mask` performs an implicit less-than comparison.
    Value *ConstZero = Builder.getInt32(0);
    return Builder.CreateCall(ActiveMaskFunc, {ConstZero, EVLParam});
  }
 
  // Fixed vector %evl conversion.
  Type *LaneTy = EVLParam->getType();
  unsigned NumElems = ElemCount.getFixedValue();
  Value *VLSplat = Builder.CreateVectorSplat(NumElems, EVLParam);
  Value *IdxVec = createStepVector(Builder, LaneTy, NumElems);
  return Builder.CreateICmp(CmpInst::ICMP_ULT, IdxVec, VLSplat);
}
 
Value *
CachingVPExpander::expandPredicationInBinaryOperator(IRBuilder<> &Builder,
                                                     VPIntrinsic &VPI) {
  assert((isSafeToSpeculativelyExecute(&VPI) ||
          VPI.canIgnoreVectorLengthParam()) &&
         "Implicitly dropping %evl in non-speculatable operator!");
 
  auto OC = static_cast<Instruction::BinaryOps>(*VPI.getFunctionalOpcode());
  assert(Instruction::isBinaryOp(OC));
 
  Value *Op0 = VPI.getOperand(0);
  Value *Op1 = VPI.getOperand(1);
  Value *Mask = VPI.getMaskParam();
 
  // Blend in safe operands.
  if (Mask && !isAllTrueMask(Mask)) {
    switch (OC) {
    default:
      // Can safely ignore the predicate.
      break;
 
    // Division operators need a safe divisor on masked-off lanes (1).
    case Instruction::UDiv:
    case Instruction::SDiv:
    case Instruction::URem:
    case Instruction::SRem:
      // 2nd operand must not be zero.
      Value *SafeDivisor = getSafeDivisor(VPI.getType());
      Op1 = Builder.CreateSelect(Mask, Op1, SafeDivisor);
    }
  }
 
  Value *NewBinOp = Builder.CreateBinOp(OC, Op0, Op1, VPI.getName());
 
  replaceOperation(*NewBinOp, VPI);
  return NewBinOp;
}
 
static Value *getNeutralReductionElement(const VPReductionIntrinsic &VPI,
                                         Type *EltTy) {
  bool Negative = false;
  unsigned EltBits = EltTy->getScalarSizeInBits();
  switch (VPI.getIntrinsicID()) {
  default:
    llvm_unreachable("Expecting a VP reduction intrinsic");
  case Intrinsic::vp_reduce_add:
  case Intrinsic::vp_reduce_or:
  case Intrinsic::vp_reduce_xor:
  case Intrinsic::vp_reduce_umax:
    return Constant::getNullValue(EltTy);
  case Intrinsic::vp_reduce_mul:
    return ConstantInt::get(EltTy, 1, /*IsSigned*/ false);
  case Intrinsic::vp_reduce_and:
  case Intrinsic::vp_reduce_umin:
    return ConstantInt::getAllOnesValue(EltTy);
  case Intrinsic::vp_reduce_smin:
    return ConstantInt::get(EltTy->getContext(),
                            APInt::getSignedMaxValue(EltBits));
  case Intrinsic::vp_reduce_smax:
    return ConstantInt::get(EltTy->getContext(),
                            APInt::getSignedMinValue(EltBits));
  case Intrinsic::vp_reduce_fmax:
    Negative = true;
    LLVM_FALLTHROUGH;
  case Intrinsic::vp_reduce_fmin: {
    FastMathFlags Flags = VPI.getFastMathFlags();
    const fltSemantics &Semantics = EltTy->getFltSemantics();
    return !Flags.noNaNs() ? ConstantFP::getQNaN(EltTy, Negative)
           : !Flags.noInfs()
               ? ConstantFP::getInfinity(EltTy, Negative)
               : ConstantFP::get(EltTy,
                                 APFloat::getLargest(Semantics, Negative));
  }
  case Intrinsic::vp_reduce_fadd:
    return ConstantFP::getNegativeZero(EltTy);
  case Intrinsic::vp_reduce_fmul:
    return ConstantFP::get(EltTy, 1.0);
  }
}
 
Value *
CachingVPExpander::expandPredicationInReduction(IRBuilder<> &Builder,
                                                VPReductionIntrinsic &VPI) {
  assert((isSafeToSpeculativelyExecute(&VPI) ||
          VPI.canIgnoreVectorLengthParam()) &&
         "Implicitly dropping %evl in non-speculatable operator!");
 
  Value *Mask = VPI.getMaskParam();
  Value *RedOp = VPI.getOperand(VPI.getVectorParamPos());
 
  // Insert neutral element in masked-out positions
  if (Mask && !isAllTrueMask(Mask)) {
    auto *NeutralElt = getNeutralReductionElement(VPI, VPI.getType());
    auto *NeutralVector = Builder.CreateVectorSplat(
        cast<VectorType>(RedOp->getType())->getElementCount(), NeutralElt);
    RedOp = Builder.CreateSelect(Mask, RedOp, NeutralVector);
  }
 
  Value *Reduction;
  Value *Start = VPI.getOperand(VPI.getStartParamPos());
 
  switch (VPI.getIntrinsicID()) {
  default:
    llvm_unreachable("Impossible reduction kind");
  case Intrinsic::vp_reduce_add:
    Reduction = Builder.CreateAddReduce(RedOp);
    Reduction = Builder.CreateAdd(Reduction, Start);
    break;
  case Intrinsic::vp_reduce_mul:
    Reduction = Builder.CreateMulReduce(RedOp);
    Reduction = Builder.CreateMul(Reduction, Start);
    break;
  case Intrinsic::vp_reduce_and:
    Reduction = Builder.CreateAndReduce(RedOp);
    Reduction = Builder.CreateAnd(Reduction, Start);
    break;
  case Intrinsic::vp_reduce_or:
    Reduction = Builder.CreateOrReduce(RedOp);
    Reduction = Builder.CreateOr(Reduction, Start);
    break;
  case Intrinsic::vp_reduce_xor:
    Reduction = Builder.CreateXorReduce(RedOp);
    Reduction = Builder.CreateXor(Reduction, Start);
    break;
  case Intrinsic::vp_reduce_smax:
    Reduction = Builder.CreateIntMaxReduce(RedOp, /*IsSigned*/ true);
    Reduction =
        Builder.CreateBinaryIntrinsic(Intrinsic::smax, Reduction, Start);
    break;
  case Intrinsic::vp_reduce_smin:
    Reduction = Builder.CreateIntMinReduce(RedOp, /*IsSigned*/ true);
    Reduction =
        Builder.CreateBinaryIntrinsic(Intrinsic::smin, Reduction, Start);
    break;
  case Intrinsic::vp_reduce_umax:
    Reduction = Builder.CreateIntMaxReduce(RedOp, /*IsSigned*/ false);
    Reduction =
        Builder.CreateBinaryIntrinsic(Intrinsic::umax, Reduction, Start);
    break;
  case Intrinsic::vp_reduce_umin:
    Reduction = Builder.CreateIntMinReduce(RedOp, /*IsSigned*/ false);
    Reduction =
        Builder.CreateBinaryIntrinsic(Intrinsic::umin, Reduction, Start);
    break;
  case Intrinsic::vp_reduce_fmax:
    Reduction = Builder.CreateFPMaxReduce(RedOp);
    transferDecorations(*Reduction, VPI);
    Reduction =
        Builder.CreateBinaryIntrinsic(Intrinsic::maxnum, Reduction, Start);
    break;
  case Intrinsic::vp_reduce_fmin:
    Reduction = Builder.CreateFPMinReduce(RedOp);
    transferDecorations(*Reduction, VPI);
    Reduction =
        Builder.CreateBinaryIntrinsic(Intrinsic::minnum, Reduction, Start);
    break;
  case Intrinsic::vp_reduce_fadd:
    Reduction = Builder.CreateFAddReduce(Start, RedOp);
    break;
  case Intrinsic::vp_reduce_fmul:
    Reduction = Builder.CreateFMulReduce(Start, RedOp);
    break;
  }
 
  replaceOperation(*Reduction, VPI);
  return Reduction;
}
 
void CachingVPExpander::discardEVLParameter(VPIntrinsic &VPI) {
  LLVM_DEBUG(dbgs() << "Discard EVL parameter in " << VPI << "\n");
 
  if (VPI.canIgnoreVectorLengthParam())
    return;
 
  Value *EVLParam = VPI.getVectorLengthParam();
  if (!EVLParam)
    return;
 
  ElementCount StaticElemCount = VPI.getStaticVectorLength();
  Value *MaxEVL = nullptr;
  Type *Int32Ty = Type::getInt32Ty(VPI.getContext());
  if (StaticElemCount.isScalable()) {
    // TODO add caching
    auto *M = VPI.getModule();
    Function *VScaleFunc =
        Intrinsic::getDeclaration(M, Intrinsic::vscale, Int32Ty);
    IRBuilder<> Builder(VPI.getParent(), VPI.getIterator());
    Value *FactorConst = Builder.getInt32(StaticElemCount.getKnownMinValue());
    Value *VScale = Builder.CreateCall(VScaleFunc, {}, "vscale");
    MaxEVL = Builder.CreateMul(VScale, FactorConst, "scalable_size",
                               /*NUW*/ true, /*NSW*/ false);
  } else {
    MaxEVL = ConstantInt::get(Int32Ty, StaticElemCount.getFixedValue(), false);
  }
  VPI.setVectorLengthParam(MaxEVL);
}
 
Value *CachingVPExpander::foldEVLIntoMask(VPIntrinsic &VPI) {
  LLVM_DEBUG(dbgs() << "Folding vlen for " << VPI << '\n');
 
  IRBuilder<> Builder(&VPI);
 
  // Ineffective %evl parameter and so nothing to do here.
  if (VPI.canIgnoreVectorLengthParam())
    return &VPI;
 
  // Only VP intrinsics can have an %evl parameter.
  Value *OldMaskParam = VPI.getMaskParam();
  Value *OldEVLParam = VPI.getVectorLengthParam();
  assert(OldMaskParam && "no mask param to fold the vl param into");
  assert(OldEVLParam && "no EVL param to fold away");
 
  LLVM_DEBUG(dbgs() << "OLD evl: " << *OldEVLParam << '\n');
  LLVM_DEBUG(dbgs() << "OLD mask: " << *OldMaskParam << '\n');
 
  // Convert the %evl predication into vector mask predication.
  ElementCount ElemCount = VPI.getStaticVectorLength();
  Value *VLMask = convertEVLToMask(Builder, OldEVLParam, ElemCount);
  Value *NewMaskParam = Builder.CreateAnd(VLMask, OldMaskParam);
  VPI.setMaskParam(NewMaskParam);
 
  // Drop the %evl parameter.
  discardEVLParameter(VPI);
  assert(VPI.canIgnoreVectorLengthParam() &&
         "transformation did not render the evl param ineffective!");
 
  // Reassess the modified instruction.
  return &VPI;
}
 
Value *CachingVPExpander::expandPredication(VPIntrinsic &VPI) {
  LLVM_DEBUG(dbgs() << "Lowering to unpredicated op: " << VPI << '\n');
 
  IRBuilder<> Builder(&VPI);
 
  // Try lowering to a LLVM instruction first.
  auto OC = VPI.getFunctionalOpcode();
 
  if (OC && Instruction::isBinaryOp(*OC))
    return expandPredicationInBinaryOperator(Builder, VPI);
 
  if (auto *VPRI = dyn_cast<VPReductionIntrinsic>(&VPI))
    return expandPredicationInReduction(Builder, *VPRI);
 
  return &VPI;
}
 
//// } CachingVPExpander
 
struct TransformJob {
  VPIntrinsic *PI;
  TargetTransformInfo::VPLegalization Strategy;
  TransformJob(VPIntrinsic *PI, TargetTransformInfo::VPLegalization InitStrat)
      : PI(PI), Strategy(InitStrat) {}
 
  bool isDone() const { return Strategy.shouldDoNothing(); }
};
 
void sanitizeStrategy(Instruction &I, VPLegalization &LegalizeStrat) {
  // Speculatable instructions do not strictly need predication.
  if (isSafeToSpeculativelyExecute(&I)) {
    // Converting a speculatable VP intrinsic means dropping %mask and %evl.
    // No need to expand %evl into the %mask only to ignore that code.
    if (LegalizeStrat.OpStrategy == VPLegalization::Convert)
      LegalizeStrat.EVLParamStrategy = VPLegalization::Discard;
    return;
  }
 
  // We have to preserve the predicating effect of %evl for this
  // non-speculatable VP intrinsic.
  // 1) Never discard %evl.
  // 2) If this VP intrinsic will be expanded to non-VP code, make sure that
  //    %evl gets folded into %mask.
  if ((LegalizeStrat.EVLParamStrategy == VPLegalization::Discard) ||
      (LegalizeStrat.OpStrategy == VPLegalization::Convert)) {
    LegalizeStrat.EVLParamStrategy = VPLegalization::Convert;
  }
}
 
VPLegalization
CachingVPExpander::getVPLegalizationStrategy(const VPIntrinsic &VPI) const {
  auto VPStrat = TTI.getVPLegalizationStrategy(VPI);
  if (LLVM_LIKELY(!UsingTTIOverrides)) {
    // No overrides - we are in production.
    return VPStrat;
  }
 
  // Overrides set - we are in testing, the following does not need to be
  // efficient.
  VPStrat.EVLParamStrategy = parseOverrideOption(EVLTransformOverride);
  VPStrat.OpStrategy = parseOverrideOption(MaskTransformOverride);
  return VPStrat;
}
 
/// \brief Expand llvm.vp.* intrinsics as requested by \p TTI.
bool CachingVPExpander::expandVectorPredication() {
  SmallVector<TransformJob, 16> Worklist;
 
  // Collect all VPIntrinsics that need expansion and determine their expansion
  // strategy.
  for (auto &I : instructions(F)) {
    auto *VPI = dyn_cast<VPIntrinsic>(&I);
    if (!VPI)
      continue;
    auto VPStrat = getVPLegalizationStrategy(*VPI);
    sanitizeStrategy(I, VPStrat);
    if (!VPStrat.shouldDoNothing())
      Worklist.emplace_back(VPI, VPStrat);
  }
  if (Worklist.empty())
    return false;
 
  // Transform all VPIntrinsics on the worklist.
  LLVM_DEBUG(dbgs() << "\n:::: Transforming " << Worklist.size()
                    << " instructions ::::\n");
  for (TransformJob Job : Worklist) {
    // Transform the EVL parameter.
    switch (Job.Strategy.EVLParamStrategy) {
    case VPLegalization::Legal:
      break;
    case VPLegalization::Discard:
      discardEVLParameter(*Job.PI);
      break;
    case VPLegalization::Convert:
      if (foldEVLIntoMask(*Job.PI))
        ++NumFoldedVL;
      break;
    }
    Job.Strategy.EVLParamStrategy = VPLegalization::Legal;
 
    // Replace with a non-predicated operation.
    switch (Job.Strategy.OpStrategy) {
    case VPLegalization::Legal:
      break;
    case VPLegalization::Discard:
      llvm_unreachable("Invalid strategy for operators.");
    case VPLegalization::Convert:
      expandPredication(*Job.PI);
      ++NumLoweredVPOps;
      break;
    }
    Job.Strategy.OpStrategy = VPLegalization::Legal;
 
    assert(Job.isDone() && "incomplete transformation");
  }
 
  return true;
}
class ExpandVectorPredication : public FunctionPass {
public:
  static char ID;
  ExpandVectorPredication() : FunctionPass(ID) {
    initializeExpandVectorPredicationPass(*PassRegistry::getPassRegistry());
  }
 
  bool runOnFunction(Function &F) override {
    const auto *TTI = &getAnalysis<TargetTransformInfoWrapperPass>().getTTI(F);
    CachingVPExpander VPExpander(F, *TTI);
    return VPExpander.expandVectorPredication();
  }
 
  void getAnalysisUsage(AnalysisUsage &AU) const override {
    AU.addRequired<TargetTransformInfoWrapperPass>();
    AU.setPreservesCFG();
  }
};
} // namespace
 
char ExpandVectorPredication::ID;
INITIALIZE_PASS_BEGIN(ExpandVectorPredication, "expandvp",
                      "Expand vector predication intrinsics", false, false)
INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass)
INITIALIZE_PASS_DEPENDENCY(DominatorTreeWrapperPass)
INITIALIZE_PASS_END(ExpandVectorPredication, "expandvp",
                    "Expand vector predication intrinsics", false, false)
 
FunctionPass *llvm::createExpandVectorPredicationPass() {
  return new ExpandVectorPredication();
}
 
PreservedAnalyses
ExpandVectorPredicationPass::run(Function &F, FunctionAnalysisManager &AM) {
  const auto &TTI = AM.getResult<TargetIRAnalysis>(F);
  CachingVPExpander VPExpander(F, TTI);
  if (!VPExpander.expandVectorPredication())
    return PreservedAnalyses::all();
  PreservedAnalyses PA;
  PA.preserveSet<CFGAnalyses>();
  return PA;
}