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[LV] Use VPReductionRecipe for partial reductions #144908

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2 changes: 2 additions & 0 deletions llvm/include/llvm/Analysis/TargetTransformInfo.h
Original file line number Diff line number Diff line change
Expand Up @@ -223,6 +223,8 @@ class TargetTransformInfo {
/// Get the kind of extension that an instruction represents.
LLVM_ABI static PartialReductionExtendKind
getPartialReductionExtendKind(Instruction *I);
LLVM_ABI static PartialReductionExtendKind
getPartialReductionExtendKind(Instruction::CastOps CastOpc);

/// Construct a TTI object using a type implementing the \c Concept
/// API below.
Expand Down
19 changes: 15 additions & 4 deletions llvm/lib/Analysis/TargetTransformInfo.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -994,11 +994,22 @@ InstructionCost TargetTransformInfo::getShuffleCost(
}

TargetTransformInfo::PartialReductionExtendKind
TargetTransformInfo::getPartialReductionExtendKind(Instruction *I) {
if (isa<SExtInst>(I))
return PR_SignExtend;
if (isa<ZExtInst>(I))
TargetTransformInfo::getPartialReductionExtendKind(
Instruction::CastOps CastOpc) {
switch (CastOpc) {
case Instruction::CastOps::ZExt:
return PR_ZeroExtend;
case Instruction::CastOps::SExt:
return PR_SignExtend;
default:
return PR_None;
}
}

TargetTransformInfo::PartialReductionExtendKind
TargetTransformInfo::getPartialReductionExtendKind(Instruction *I) {
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This function can be removed. There's still one use in VPRecipeBuilder::getScaledReductions, but there the code can assume the input value is a zero/sign-extend, because of the match() clause above.

Can you pull out that change into a separate NFC commit?

if (auto *Cast = dyn_cast<CastInst>(I))
return getPartialReductionExtendKind(Cast->getOpcode());
return PR_None;
}

Expand Down
35 changes: 21 additions & 14 deletions llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -7050,7 +7050,8 @@ static bool planContainsAdditionalSimplifications(VPlan &Plan,
}
// The VPlan-based cost model is more accurate for partial reduction and
// comparing against the legacy cost isn't desirable.
if (isa<VPPartialReductionRecipe>(&R))
if (auto *VPR = dyn_cast<VPReductionRecipe>(&R);
VPR && VPR->isPartialReduction())
Comment on lines +7053 to +7054
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nit: I know it's a style thing, so feel free to ignore, but below you wrote it like this:

Suggested change
if (auto *VPR = dyn_cast<VPReductionRecipe>(&R);
VPR && VPR->isPartialReduction())
if (isa<VPReductionRecipe>(R) &&
cast<VPReductionRecipe>(R).isPartialReduction())

return true;

/// If a VPlan transform folded a recipe to one producing a single-scalar,
Expand Down Expand Up @@ -8278,11 +8279,15 @@ VPRecipeBase *VPRecipeBuilder::tryToCreateWidenRecipe(VPSingleDefRecipe *R,
Phi->getIncomingValueForBlock(OrigLoop->getLoopPreheader()));

// If the PHI is used by a partial reduction, set the scale factor.
unsigned ScaleFactor =
getScalingForReduction(RdxDesc.getLoopExitInstr()).value_or(1);
PhiRecipe = new VPReductionPHIRecipe(
Phi, RdxDesc, *StartV, CM.isInLoopReduction(Phi),
CM.useOrderedReductions(RdxDesc), ScaleFactor);
bool UseInLoopReduction = CM.isInLoopReduction(Phi);
bool UseOrderedReductions = CM.useOrderedReductions(RdxDesc);
auto ScaleFactor =
(UseOrderedReductions || UseInLoopReduction)
? 0
: getScalingForReduction(RdxDesc.getLoopExitInstr()).value_or(1);
PhiRecipe = new VPReductionPHIRecipe(Phi, RdxDesc, *StartV,
CM.isInLoopReduction(Phi),
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Suggested change
CM.isInLoopReduction(Phi),
UseInLoopReduction,

UseOrderedReductions, ScaleFactor);
} else {
// TODO: Currently fixed-order recurrences are modeled as chains of
// first-order recurrences. If there are no users of the intermediate
Expand Down Expand Up @@ -8346,7 +8351,8 @@ VPRecipeBuilder::tryToCreatePartialReduction(Instruction *Reduction,
VPValue *Accumulator = Operands[1];
VPRecipeBase *BinOpRecipe = BinOp->getDefiningRecipe();
if (isa<VPReductionPHIRecipe>(BinOpRecipe) ||
isa<VPPartialReductionRecipe>(BinOpRecipe))
(isa<VPReductionRecipe>(BinOpRecipe) &&
cast<VPReductionRecipe>(BinOpRecipe)->isPartialReduction()))
std::swap(BinOp, Accumulator);

unsigned ReductionOpcode = Reduction->getOpcode();
Expand All @@ -8367,12 +8373,10 @@ VPRecipeBuilder::tryToCreatePartialReduction(Instruction *Reduction,
"Expected an ADD or SUB operation for predicated partial "
"reductions (because the neutral element in the mask is zero)!");
Cond = getBlockInMask(Builder.getInsertBlock());
VPValue *Zero =
Plan.getOrAddLiveIn(ConstantInt::get(Reduction->getType(), 0));
BinOp = Builder.createSelect(Cond, BinOp, Zero, Reduction->getDebugLoc());
}
return new VPPartialReductionRecipe(ReductionOpcode, Accumulator, BinOp, Cond,
ScaleFactor, Reduction);

return new VPReductionRecipe(RecurKind::Add, FastMathFlags(), Reduction,
Accumulator, BinOp, Cond, false, ScaleFactor);
}

void LoopVectorizationPlanner::buildVPlansWithVPRecipes(ElementCount MinVF,
Expand Down Expand Up @@ -9139,9 +9143,11 @@ void LoopVectorizationPlanner::adjustRecipesForReductions(
FastMathFlags FMFs = isa<FPMathOperator>(CurrentLinkI)
? RdxDesc.getFastMathFlags()
: FastMathFlags();
bool UseOrderedReductions = CM.useOrderedReductions(RdxDesc);
unsigned VFScaleFactor = !UseOrderedReductions;
auto *RedRecipe = new VPReductionRecipe(
Kind, FMFs, CurrentLinkI, PreviousLink, VecOp, CondOp,
CM.useOrderedReductions(RdxDesc), CurrentLinkI->getDebugLoc());
UseOrderedReductions, VFScaleFactor, CurrentLinkI->getDebugLoc());
// Append the recipe to the end of the VPBasicBlock because we need to
// ensure that it comes after all of it's inputs, including CondOp.
// Delete CurrentLink as it will be invalid if its operand is replaced
Expand Down Expand Up @@ -9175,8 +9181,9 @@ void LoopVectorizationPlanner::adjustRecipesForReductions(
// Don't output selects for partial reductions because they have an output
// with fewer lanes than the VF. So the operands of the select would have
// different numbers of lanes. Partial reductions mask the input instead.
auto *RR = dyn_cast<VPReductionRecipe>(OrigExitingVPV->getDefiningRecipe());
if (!PhiR->isInLoop() && CM.foldTailByMasking() &&
!isa<VPPartialReductionRecipe>(OrigExitingVPV->getDefiningRecipe())) {
(!RR || !RR->isPartialReduction())) {
VPValue *Cond = RecipeBuilder.getBlockInMask(PhiR->getParent());
std::optional<FastMathFlags> FMFs =
PhiTy->isFloatingPointTy()
Expand Down
131 changes: 48 additions & 83 deletions llvm/lib/Transforms/Vectorize/VPlan.h
Original file line number Diff line number Diff line change
Expand Up @@ -553,7 +553,6 @@ class VPSingleDefRecipe : public VPRecipeBase, public VPValue {
case VPRecipeBase::VPWidenIntOrFpInductionSC:
case VPRecipeBase::VPWidenPointerInductionSC:
case VPRecipeBase::VPReductionPHISC:
case VPRecipeBase::VPPartialReductionSC:
return true;
case VPRecipeBase::VPBranchOnMaskSC:
case VPRecipeBase::VPInterleaveSC:
Expand Down Expand Up @@ -2189,7 +2188,7 @@ class VPReductionPHIRecipe : public VPHeaderPHIRecipe,

/// When expanding the reduction PHI, the plan's VF element count is divided
/// by this factor to form the reduction phi's VF.
unsigned VFScaleFactor = 1;
unsigned VFScaleFactor;

public:
/// Create a new VPReductionPHIRecipe for the reduction \p Phi described by \p
Expand All @@ -2201,6 +2200,8 @@ class VPReductionPHIRecipe : public VPHeaderPHIRecipe,
RdxDesc(RdxDesc), IsInLoop(IsInLoop), IsOrdered(IsOrdered),
VFScaleFactor(VFScaleFactor) {
assert((!IsOrdered || IsInLoop) && "IsOrdered requires IsInLoop");
assert(((!IsInLoop && !IsOrdered) || VFScaleFactor == 0) &&
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Because VFScaleFactor now encodes whether it is an inloop reduction or not, it's possible to remove IsInLoop now. Given that we're changing the interface, probably best to make that change in this PR.

"Invalid VFScaleFactor");
}

~VPReductionPHIRecipe() override = default;
Expand Down Expand Up @@ -2237,6 +2238,8 @@ class VPReductionPHIRecipe : public VPHeaderPHIRecipe,
/// Returns true, if the phi is part of an in-loop reduction.
bool isInLoop() const { return IsInLoop; }

bool isPartialReduction() const { return VFScaleFactor > 1; }

/// Returns true if the recipe only uses the first lane of operand \p Op.
bool onlyFirstLaneUsed(const VPValue *Op) const override {
assert(is_contained(operands(), Op) &&
Expand Down Expand Up @@ -2408,23 +2411,32 @@ class VPInterleaveRecipe : public VPRecipeBase {
Instruction *getInsertPos() const { return IG->getInsertPos(); }
};

/// A recipe to represent inloop reduction operations, performing a reduction on
/// a vector operand into a scalar value, and adding the result to a chain.
/// The Operands are {ChainOp, VecOp, [Condition]}.
/// A recipe to represent inloop, ordered or partial reduction operations. It
/// performs a reduction on a vector operand into a scalar (vector in the case
/// of a partial reduction) value, and adds the result to a chain. The Operands
/// are {ChainOp, VecOp, [Condition]}.
class VPReductionRecipe : public VPRecipeWithIRFlags {
/// The recurrence kind for the reduction in question.
RecurKind RdxKind;
bool IsOrdered;
/// Whether the reduction is conditional.
bool IsConditional = false;
/// The scaling factor, relative to the VF, that this recipe's output is
/// divided by.
/// For outer-loop reductions this is equal to 1.
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Aren't VPReductionRecipes for in-loop reductions only? Should this say for unordered reductions?

I'm also a bit confused since I thought both unordered and ordered reductions also produced a scalar result, so the VFScaleFactor would be always be 1 for them?

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Aren't VPReductionRecipes for in-loop reductions only?

Partial-reductions are a form of in-loop reductions. They partially reduce (in-loop) to a smaller vector, and in the outer-loop further reduce to a scalar. The reason for making this change is so that we benefit from the code we'd otherwise have to duplicate for partial reductions. Given that in-loop/ordered and unordered reductions are represented by VPReductionRecipe, it seems like a natural extension to use this class to represent partial reductions as well.

Should this say for unordered reductions?

Ordered reductions must be in-loop reductions although the inverse is not true, i.e. in-loop reductions are not required to be ordered reductions. It's a target's choice to implement unordered reductions in-loop. Similarly, it's a target's choice to implement unordered reductions with a partial-reduction.

I'm also a bit confused since I thought both unordered and ordered reductions also produced a scalar result, so the VFScaleFactor would be always be 1 for them?

  • In-order and in-loop reductions reductions use a scalar PHI
  • partial-reductions use a vector PHI (albeit scaled down by the VFScaleFactor)
  • 'regular' out-of-order reductions use a vector PHI (not scaled <=> scaled by a factor of 1)

For ordered/in-loop reductions, the result type is a scalar, so we'd scale the result VF down to a scalar (1), meaning that scaling factor must be equal to the VF (VF/VF=1). But the way VPlan works, the VF is not necessarily known yet at this point, it may still be a range of VFs, so we instead represent that with a VFScaleFactor of 0.

/// For in-loop reductions this is equal to 0, to specify that this is equal
/// to the VF (which may not be known yet). For partial-reductions this is
/// equal to another scalar value.
Comment on lines +2428 to +2429
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formatting nit:

Suggested change
/// to the VF (which may not be known yet). For partial-reductions this is
/// equal to another scalar value.
/// to the VF (which may not be known yet).
/// For partial-reductions this is equal to another scalar value.

unsigned VFScaleFactor;

protected:
VPReductionRecipe(const unsigned char SC, RecurKind RdxKind,
FastMathFlags FMFs, Instruction *I,
ArrayRef<VPValue *> Operands, VPValue *CondOp,
bool IsOrdered, DebugLoc DL)
bool IsOrdered, unsigned VFScaleFactor, DebugLoc DL)
: VPRecipeWithIRFlags(SC, Operands, FMFs, DL), RdxKind(RdxKind),
IsOrdered(IsOrdered) {
IsOrdered(IsOrdered), VFScaleFactor(VFScaleFactor) {
assert((!IsOrdered || VFScaleFactor == 0) && "Invalid scale factor");
if (CondOp) {
IsConditional = true;
addOperand(CondOp);
Expand All @@ -2436,9 +2448,11 @@ class VPReductionRecipe : public VPRecipeWithIRFlags {
/// Note that the debug location is from the extend.
VPReductionRecipe(const unsigned char SC, const RecurKind RdxKind,
ArrayRef<VPValue *> Operands, VPValue *CondOp,
bool IsOrdered, DebugLoc DL)
bool IsOrdered, unsigned VFScaleFactor, DebugLoc DL)
: VPRecipeWithIRFlags(SC, Operands, DL), RdxKind(RdxKind),
IsOrdered(IsOrdered), IsConditional(CondOp) {
IsOrdered(IsOrdered), IsConditional(CondOp),
VFScaleFactor(VFScaleFactor) {
assert((!IsOrdered || VFScaleFactor == 0) && "Invalid scale factor");
if (CondOp)
addOperand(CondOp);
}
Expand All @@ -2447,34 +2461,37 @@ class VPReductionRecipe : public VPRecipeWithIRFlags {
/// Note that the NUW/NSW flags and the debug location are from the Mul.
VPReductionRecipe(const unsigned char SC, const RecurKind RdxKind,
ArrayRef<VPValue *> Operands, VPValue *CondOp,
bool IsOrdered, WrapFlagsTy WrapFlags, DebugLoc DL)
bool IsOrdered, unsigned VFScaleFactor,
WrapFlagsTy WrapFlags, DebugLoc DL)
: VPRecipeWithIRFlags(SC, Operands, WrapFlags, DL), RdxKind(RdxKind),
IsOrdered(IsOrdered), IsConditional(CondOp) {
IsOrdered(IsOrdered), IsConditional(CondOp),
VFScaleFactor(VFScaleFactor) {
assert((!IsOrdered || VFScaleFactor == 0) && "Invalid scale factor");
if (CondOp)
addOperand(CondOp);
}

public:
VPReductionRecipe(RecurKind RdxKind, FastMathFlags FMFs, Instruction *I,
VPValue *ChainOp, VPValue *VecOp, VPValue *CondOp,
bool IsOrdered, DebugLoc DL = {})
bool IsOrdered, unsigned VFScaleFactor, DebugLoc DL = {})
: VPReductionRecipe(VPDef::VPReductionSC, RdxKind, FMFs, I,
ArrayRef<VPValue *>({ChainOp, VecOp}), CondOp,
IsOrdered, DL) {}
IsOrdered, VFScaleFactor, DL) {}

VPReductionRecipe(const RecurKind RdxKind, FastMathFlags FMFs,
VPValue *ChainOp, VPValue *VecOp, VPValue *CondOp,
bool IsOrdered, DebugLoc DL = {})
bool IsOrdered, unsigned VFScaleFactor, DebugLoc DL = {})
: VPReductionRecipe(VPDef::VPReductionSC, RdxKind, FMFs, nullptr,
ArrayRef<VPValue *>({ChainOp, VecOp}), CondOp,
IsOrdered, DL) {}
IsOrdered, VFScaleFactor, DL) {}

~VPReductionRecipe() override = default;

VPReductionRecipe *clone() override {
return new VPReductionRecipe(RdxKind, getFastMathFlags(),
getUnderlyingInstr(), getChainOp(), getVecOp(),
getCondOp(), IsOrdered, getDebugLoc());
return new VPReductionRecipe(
RdxKind, getFastMathFlags(), getUnderlyingInstr(), getChainOp(),
getVecOp(), getCondOp(), IsOrdered, VFScaleFactor, getDebugLoc());
}

static inline bool classof(const VPRecipeBase *R) {
Expand Down Expand Up @@ -2508,6 +2525,8 @@ class VPReductionRecipe : public VPRecipeWithIRFlags {
bool isOrdered() const { return IsOrdered; };
/// Return true if the in-loop reduction is conditional.
bool isConditional() const { return IsConditional; };
/// Return true if the reduction is a partial reduction.
bool isPartialReduction() const { return VFScaleFactor > 1; }
/// The VPValue of the scalar Chain being accumulated.
VPValue *getChainOp() const { return getOperand(0); }
/// The VPValue of the vector value to be reduced.
Expand All @@ -2516,65 +2535,8 @@ class VPReductionRecipe : public VPRecipeWithIRFlags {
VPValue *getCondOp() const {
return isConditional() ? getOperand(getNumOperands() - 1) : nullptr;
}
};

/// A recipe for forming partial reductions. In the loop, an accumulator and
/// vector operand are added together and passed to the next iteration as the
/// next accumulator. After the loop body, the accumulator is reduced to a
/// scalar value.
class VPPartialReductionRecipe : public VPReductionRecipe {
unsigned Opcode;

/// The divisor by which the VF of this recipe's output should be divided
/// during execution.
unsigned VFScaleFactor;

public:
VPPartialReductionRecipe(Instruction *ReductionInst, VPValue *Op0,
VPValue *Op1, VPValue *Cond, unsigned VFScaleFactor)
: VPPartialReductionRecipe(ReductionInst->getOpcode(), Op0, Op1, Cond,
VFScaleFactor, ReductionInst) {}
VPPartialReductionRecipe(unsigned Opcode, VPValue *Op0, VPValue *Op1,
VPValue *Cond, unsigned ScaleFactor,
Instruction *ReductionInst = nullptr)
: VPReductionRecipe(VPDef::VPPartialReductionSC, RecurKind::Add,
FastMathFlags(), ReductionInst,
ArrayRef<VPValue *>({Op0, Op1}), Cond, false, {}),
Opcode(Opcode), VFScaleFactor(ScaleFactor) {
[[maybe_unused]] auto *AccumulatorRecipe =
getChainOp()->getDefiningRecipe();
assert((isa<VPReductionPHIRecipe>(AccumulatorRecipe) ||
isa<VPPartialReductionRecipe>(AccumulatorRecipe)) &&
"Unexpected operand order for partial reduction recipe");
}
~VPPartialReductionRecipe() override = default;

VPPartialReductionRecipe *clone() override {
return new VPPartialReductionRecipe(Opcode, getOperand(0), getOperand(1),
getCondOp(), VFScaleFactor,
getUnderlyingInstr());
}

VP_CLASSOF_IMPL(VPDef::VPPartialReductionSC)

/// Generate the reduction in the loop.
void execute(VPTransformState &State) override;

/// Return the cost of this VPPartialReductionRecipe.
InstructionCost computeCost(ElementCount VF,
VPCostContext &Ctx) const override;

/// Get the binary op's opcode.
unsigned getOpcode() const { return Opcode; }

/// Get the factor that the VF of this recipe's output should be scaled by.
unsigned getVFScaleFactor() const { return VFScaleFactor; }

#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
/// Print the recipe.
void print(raw_ostream &O, const Twine &Indent,
VPSlotTracker &SlotTracker) const override;
#endif
};

/// A recipe to represent inloop reduction operations with vector-predication
Expand All @@ -2590,7 +2552,7 @@ class VPReductionEVLRecipe : public VPReductionRecipe {
R.getFastMathFlags(),
cast_or_null<Instruction>(R.getUnderlyingValue()),
ArrayRef<VPValue *>({R.getChainOp(), R.getVecOp(), &EVL}), CondOp,
R.isOrdered(), DL) {}
R.isOrdered(), 0, DL) {}

~VPReductionEVLRecipe() override = default;

Expand Down Expand Up @@ -2634,10 +2596,11 @@ class VPExtendedReductionRecipe : public VPReductionRecipe {

/// For cloning VPExtendedReductionRecipe.
VPExtendedReductionRecipe(VPExtendedReductionRecipe *ExtRed)
: VPReductionRecipe(
VPDef::VPExtendedReductionSC, ExtRed->getRecurrenceKind(),
{ExtRed->getChainOp(), ExtRed->getVecOp()}, ExtRed->getCondOp(),
ExtRed->isOrdered(), ExtRed->getDebugLoc()),
: VPReductionRecipe(VPDef::VPExtendedReductionSC,
ExtRed->getRecurrenceKind(),
{ExtRed->getChainOp(), ExtRed->getVecOp()},
ExtRed->getCondOp(), ExtRed->isOrdered(),
ExtRed->getVFScaleFactor(), ExtRed->getDebugLoc()),
ExtOp(ExtRed->getExtOpcode()), ResultTy(ExtRed->getResultType()) {
transferFlags(*ExtRed);
setUnderlyingValue(ExtRed->getUnderlyingValue());
Expand All @@ -2647,7 +2610,8 @@ class VPExtendedReductionRecipe : public VPReductionRecipe {
VPExtendedReductionRecipe(VPReductionRecipe *R, VPWidenCastRecipe *Ext)
: VPReductionRecipe(VPDef::VPExtendedReductionSC, R->getRecurrenceKind(),
{R->getChainOp(), Ext->getOperand(0)}, R->getCondOp(),
R->isOrdered(), Ext->getDebugLoc()),
R->isOrdered(), R->getVFScaleFactor(),
Ext->getDebugLoc()),
ExtOp(Ext->getOpcode()), ResultTy(Ext->getResultType()) {
assert((ExtOp == Instruction::CastOps::ZExt ||
ExtOp == Instruction::CastOps::SExt) &&
Expand Down Expand Up @@ -2711,6 +2675,7 @@ class VPMulAccumulateReductionRecipe : public VPReductionRecipe {
VPDef::VPMulAccumulateReductionSC, MulAcc->getRecurrenceKind(),
{MulAcc->getChainOp(), MulAcc->getVecOp0(), MulAcc->getVecOp1()},
MulAcc->getCondOp(), MulAcc->isOrdered(),
MulAcc->getVFScaleFactor(),
WrapFlagsTy(MulAcc->hasNoUnsignedWrap(), MulAcc->hasNoSignedWrap()),
MulAcc->getDebugLoc()),
ExtOp(MulAcc->getExtOpcode()), IsNonNeg(MulAcc->isNonNeg()),
Expand All @@ -2726,7 +2691,7 @@ class VPMulAccumulateReductionRecipe : public VPReductionRecipe {
: VPReductionRecipe(
VPDef::VPMulAccumulateReductionSC, R->getRecurrenceKind(),
{R->getChainOp(), Ext0->getOperand(0), Ext1->getOperand(0)},
R->getCondOp(), R->isOrdered(),
R->getCondOp(), R->isOrdered(), R->getVFScaleFactor(),
WrapFlagsTy(Mul->hasNoUnsignedWrap(), Mul->hasNoSignedWrap()),
R->getDebugLoc()),
ExtOp(Ext0->getOpcode()), ResultTy(ResultTy) {
Expand All @@ -2748,7 +2713,7 @@ class VPMulAccumulateReductionRecipe : public VPReductionRecipe {
: VPReductionRecipe(
VPDef::VPMulAccumulateReductionSC, R->getRecurrenceKind(),
{R->getChainOp(), Mul->getOperand(0), Mul->getOperand(1)},
R->getCondOp(), R->isOrdered(),
R->getCondOp(), R->isOrdered(), R->getVFScaleFactor(),
WrapFlagsTy(Mul->hasNoUnsignedWrap(), Mul->hasNoSignedWrap()),
R->getDebugLoc()),
ExtOp(Instruction::CastOps::CastOpsEnd), ResultTy(ResultTy) {
Expand Down
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