[llvm-branch-commits] [llvm] 39db575 - [LV][ARM] Inloop reduction cost modelling

David Green via llvm-branch-commits llvm-branch-commits at lists.llvm.org
Thu Jan 21 13:08:41 PST 2021


Author: David Green
Date: 2021-01-21T21:03:41Z
New Revision: 39db5753f993abcc4289dd165e8297a4e28f4b0a

URL: https://github.com/llvm/llvm-project/commit/39db5753f993abcc4289dd165e8297a4e28f4b0a
DIFF: https://github.com/llvm/llvm-project/commit/39db5753f993abcc4289dd165e8297a4e28f4b0a.diff

LOG: [LV][ARM] Inloop reduction cost modelling

This adds cost modelling for the inloop vectorization added in
745bf6cf4471. Up until now they have been modelled as the original
underlying instruction, usually an add. This happens to works OK for MVE
with instructions that are reducing into the same type as they are
working on. But MVE's instructions can perform the equivalent of an
extended MLA as a single instruction:

  %sa = sext <16 x i8> A to <16 x i32>
  %sb = sext <16 x i8> B to <16 x i32>
  %m = mul <16 x i32> %sa, %sb
  %r = vecreduce.add(%m)
  ->
  R = VMLADAV A, B

There are other instructions for performing add reductions of
v4i32/v8i16/v16i8 into i32 (VADDV), for doing the same with v4i32->i64
(VADDLV) and for performing a v4i32/v8i16 MLA into an i64 (VMLALDAV).
The i64 are particularly interesting as there are no native i64 add/mul
instructions, leading to the i64 add and mul naturally getting very
high costs.

Also worth mentioning, under NEON there is the concept of a sdot/udot
instruction which performs a partial reduction from a v16i8 to a v4i32.
They extend and mul/sum the first four elements from the inputs into the
first element of the output, repeating for each of the four output
lanes. They could possibly be represented in the same way as above in
llvm, so long as a vecreduce.add could perform a partial reduction. The
vectorizer would then produce a combination of in and outer loop
reductions to efficiently use the sdot and udot instructions. Although
this patch does not do that yet, it does suggest that separating the
input reduction type from the produced result type is a useful concept
to model. It also shows that a MLA reduction as a single instruction is
fairly common.

This patch attempt to improve the costmodelling of in-loop reductions
by:
 - Adding some pattern matching in the loop vectorizer cost model to
   match extended reduction patterns that are optionally extended and/or
   MLA patterns. This marks the cost of the reduction instruction correctly
   and the sext/zext/mul leading up to it as free, which is otherwise
   difficult to tell and may get a very high cost. (In the long run this
   can hopefully be replaced by vplan producing a single node and costing
   it correctly, but that is not yet something that vplan can do).
 - getExtendedAddReductionCost is added to query the cost of these
   extended reduction patterns.
 - Expanded the ARM costs to account for these expanded sizes, which is a
   fairly simple change in itself.
 - Some minor alterations to allow inloop reduction larger than the highest
   vector width and i64 MVE reductions.
 - An extra InLoopReductionImmediateChains map was added to the vectorizer
   for it to efficiently detect which instructions are reductions in the
   cost model.
 - The tests have some updates to show what I believe is optimal
   vectorization and where we are now.

Put together this can greatly improve performance for reduction loop
under MVE.

Differential Revision: https://reviews.llvm.org/D93476

Added: 
    

Modified: 
    llvm/include/llvm/Analysis/TargetTransformInfo.h
    llvm/include/llvm/Analysis/TargetTransformInfoImpl.h
    llvm/include/llvm/CodeGen/BasicTTIImpl.h
    llvm/lib/Analysis/TargetTransformInfo.cpp
    llvm/lib/Target/ARM/ARMTargetTransformInfo.cpp
    llvm/lib/Target/ARM/ARMTargetTransformInfo.h
    llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
    llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-types.ll
    llvm/test/Transforms/LoopVectorize/ARM/mve-reductions.ll

Removed: 
    


################################################################################
diff  --git a/llvm/include/llvm/Analysis/TargetTransformInfo.h b/llvm/include/llvm/Analysis/TargetTransformInfo.h
index ee34312ccf6d..040450bd9f27 100644
--- a/llvm/include/llvm/Analysis/TargetTransformInfo.h
+++ b/llvm/include/llvm/Analysis/TargetTransformInfo.h
@@ -1182,6 +1182,16 @@ class TargetTransformInfo {
     VectorType *Ty, VectorType *CondTy, bool IsPairwiseForm, bool IsUnsigned,
     TTI::TargetCostKind CostKind = TTI::TCK_RecipThroughput) const;
 
+  /// Calculate the cost of an extended reduction pattern, similar to
+  /// getArithmeticReductionCost of an Add reduction with an extension and
+  /// optional multiply. This is the cost of as:
+  /// ResTy vecreduce.add(ext(Ty A)), or if IsMLA flag is set then:
+  /// ResTy vecreduce.add(mul(ext(Ty A), ext(Ty B)). The reduction happens
+  /// on a VectorType with ResTy elements and Ty lanes.
+  InstructionCost getExtendedAddReductionCost(
+      bool IsMLA, bool IsUnsigned, Type *ResTy, VectorType *Ty,
+      TTI::TargetCostKind CostKind = TTI::TCK_RecipThroughput) const;
+
   /// \returns The cost of Intrinsic instructions. Analyses the real arguments.
   /// Three cases are handled: 1. scalar instruction 2. vector instruction
   /// 3. scalar instruction which is to be vectorized.
@@ -1588,6 +1598,9 @@ class TargetTransformInfo::Concept {
   virtual int getMinMaxReductionCost(VectorType *Ty, VectorType *CondTy,
                                      bool IsPairwiseForm, bool IsUnsigned,
                                      TTI::TargetCostKind CostKind) = 0;
+  virtual InstructionCost getExtendedAddReductionCost(
+      bool IsMLA, bool IsUnsigned, Type *ResTy, VectorType *Ty,
+      TTI::TargetCostKind CostKind = TTI::TCK_RecipThroughput) = 0;
   virtual int getIntrinsicInstrCost(const IntrinsicCostAttributes &ICA,
                                     TTI::TargetCostKind CostKind) = 0;
   virtual int getCallInstrCost(Function *F, Type *RetTy,
@@ -2065,6 +2078,12 @@ class TargetTransformInfo::Model final : public TargetTransformInfo::Concept {
     return Impl.getMinMaxReductionCost(Ty, CondTy, IsPairwiseForm, IsUnsigned,
                                        CostKind);
   }
+  InstructionCost getExtendedAddReductionCost(
+      bool IsMLA, bool IsUnsigned, Type *ResTy, VectorType *Ty,
+      TTI::TargetCostKind CostKind = TTI::TCK_RecipThroughput) override {
+    return Impl.getExtendedAddReductionCost(IsMLA, IsUnsigned, ResTy, Ty,
+                                            CostKind);
+  }
   int getIntrinsicInstrCost(const IntrinsicCostAttributes &ICA,
                             TTI::TargetCostKind CostKind) override {
     return Impl.getIntrinsicInstrCost(ICA, CostKind);

diff  --git a/llvm/include/llvm/Analysis/TargetTransformInfoImpl.h b/llvm/include/llvm/Analysis/TargetTransformInfoImpl.h
index 1e9201430168..a72b8c7fa380 100644
--- a/llvm/include/llvm/Analysis/TargetTransformInfoImpl.h
+++ b/llvm/include/llvm/Analysis/TargetTransformInfoImpl.h
@@ -600,6 +600,12 @@ class TargetTransformInfoImplBase {
     return 1;
   }
 
+  InstructionCost getExtendedAddReductionCost(
+      bool IsMLA, bool IsUnsigned, Type *ResTy, VectorType *Ty,
+      TTI::TargetCostKind CostKind = TTI::TCK_RecipThroughput) const {
+    return 1;
+  }
+
   unsigned getCostOfKeepingLiveOverCall(ArrayRef<Type *> Tys) const {
     return 0;
   }

diff  --git a/llvm/include/llvm/CodeGen/BasicTTIImpl.h b/llvm/include/llvm/CodeGen/BasicTTIImpl.h
index 3f016d85d8ed..4f2cd140fff6 100644
--- a/llvm/include/llvm/CodeGen/BasicTTIImpl.h
+++ b/llvm/include/llvm/CodeGen/BasicTTIImpl.h
@@ -2014,6 +2014,27 @@ class BasicTTIImplBase : public TargetTransformInfoImplCRTPBase<T> {
            thisT()->getVectorInstrCost(Instruction::ExtractElement, Ty, 0);
   }
 
+  InstructionCost getExtendedAddReductionCost(bool IsMLA, bool IsUnsigned,
+                                              Type *ResTy, VectorType *Ty,
+                                              TTI::TargetCostKind CostKind) {
+    // Without any native support, this is equivalent to the cost of
+    // vecreduce.add(ext) or if IsMLA vecreduce.add(mul(ext, ext))
+    VectorType *ExtTy = VectorType::get(ResTy, Ty);
+    unsigned RedCost = thisT()->getArithmeticReductionCost(
+        Instruction::Add, ExtTy, false, CostKind);
+    unsigned MulCost = 0;
+    unsigned ExtCost = thisT()->getCastInstrCost(
+        IsUnsigned ? Instruction::ZExt : Instruction::SExt, ExtTy, Ty,
+        TTI::CastContextHint::None, CostKind);
+    if (IsMLA) {
+      MulCost =
+          thisT()->getArithmeticInstrCost(Instruction::Mul, ExtTy, CostKind);
+      ExtCost *= 2;
+    }
+
+    return RedCost + MulCost + ExtCost;
+  }
+
   unsigned getVectorSplitCost() { return 1; }
 
   /// @}

diff  --git a/llvm/lib/Analysis/TargetTransformInfo.cpp b/llvm/lib/Analysis/TargetTransformInfo.cpp
index 5100109959d6..eb74969f7eab 100644
--- a/llvm/lib/Analysis/TargetTransformInfo.cpp
+++ b/llvm/lib/Analysis/TargetTransformInfo.cpp
@@ -943,6 +943,13 @@ int TargetTransformInfo::getMinMaxReductionCost(
   return Cost;
 }
 
+InstructionCost TargetTransformInfo::getExtendedAddReductionCost(
+    bool IsMLA, bool IsUnsigned, Type *ResTy, VectorType *Ty,
+    TTI::TargetCostKind CostKind) const {
+  return TTIImpl->getExtendedAddReductionCost(IsMLA, IsUnsigned, ResTy, Ty,
+                                              CostKind);
+}
+
 unsigned
 TargetTransformInfo::getCostOfKeepingLiveOverCall(ArrayRef<Type *> Tys) const {
   return TTIImpl->getCostOfKeepingLiveOverCall(Tys);

diff  --git a/llvm/lib/Target/ARM/ARMTargetTransformInfo.cpp b/llvm/lib/Target/ARM/ARMTargetTransformInfo.cpp
index 46c5ba12e82a..890193401373 100644
--- a/llvm/lib/Target/ARM/ARMTargetTransformInfo.cpp
+++ b/llvm/lib/Target/ARM/ARMTargetTransformInfo.cpp
@@ -1511,6 +1511,25 @@ int ARMTTIImpl::getArithmeticReductionCost(unsigned Opcode, VectorType *ValTy,
                                            CostKind);
 }
 
+InstructionCost
+ARMTTIImpl::getExtendedAddReductionCost(bool IsMLA, bool IsUnsigned,
+                                        Type *ResTy, VectorType *ValTy,
+                                        TTI::TargetCostKind CostKind) {
+  EVT ValVT = TLI->getValueType(DL, ValTy);
+  EVT ResVT = TLI->getValueType(DL, ResTy);
+  if (ST->hasMVEIntegerOps() && ValVT.isSimple() && ResVT.isSimple()) {
+    std::pair<int, MVT> LT = TLI->getTypeLegalizationCost(DL, ValTy);
+    if ((LT.second == MVT::v16i8 && ResVT.getSizeInBits() <= 32) ||
+        (LT.second == MVT::v8i16 &&
+         ResVT.getSizeInBits() <= (IsMLA ? 64 : 32)) ||
+        (LT.second == MVT::v4i32 && ResVT.getSizeInBits() <= 64))
+      return ST->getMVEVectorCostFactor() * LT.first;
+  }
+
+  return BaseT::getExtendedAddReductionCost(IsMLA, IsUnsigned, ResTy, ValTy,
+                                            CostKind);
+}
+
 int ARMTTIImpl::getIntrinsicInstrCost(const IntrinsicCostAttributes &ICA,
                                       TTI::TargetCostKind CostKind) {
   switch (ICA.getID()) {
@@ -2082,7 +2101,7 @@ bool ARMTTIImpl::preferInLoopReduction(unsigned Opcode, Type *Ty,
   unsigned ScalarBits = Ty->getScalarSizeInBits();
   switch (Opcode) {
   case Instruction::Add:
-    return ScalarBits <= 32;
+    return ScalarBits <= 64;
   default:
     return false;
   }

diff  --git a/llvm/lib/Target/ARM/ARMTargetTransformInfo.h b/llvm/lib/Target/ARM/ARMTargetTransformInfo.h
index 107f7a2a7127..7f045080e320 100644
--- a/llvm/lib/Target/ARM/ARMTargetTransformInfo.h
+++ b/llvm/lib/Target/ARM/ARMTargetTransformInfo.h
@@ -247,6 +247,9 @@ class ARMTTIImpl : public BasicTTIImplBase<ARMTTIImpl> {
   int getArithmeticReductionCost(unsigned Opcode, VectorType *ValTy,
                                  bool IsPairwiseForm,
                                  TTI::TargetCostKind CostKind);
+  InstructionCost getExtendedAddReductionCost(bool IsMLA, bool IsUnsigned,
+                                              Type *ResTy, VectorType *ValTy,
+                                              TTI::TargetCostKind CostKind);
 
   int getIntrinsicInstrCost(const IntrinsicCostAttributes &ICA,
                             TTI::TargetCostKind CostKind);

diff  --git a/llvm/lib/Transforms/Vectorize/LoopVectorize.cpp b/llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
index da7d7616f6bd..1bc4afeae5f9 100644
--- a/llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
+++ b/llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
@@ -1655,6 +1655,12 @@ class LoopVectorizationCostModel {
   InstructionCost getInstructionCost(Instruction *I, ElementCount VF,
                                      Type *&VectorTy);
 
+  /// Return the cost of instructions in an inloop reduction pattern, if I is
+  /// part of that pattern.
+  InstructionCost getReductionPatternCost(Instruction *I, ElementCount VF,
+                                          Type *VectorTy,
+                                          TTI::TargetCostKind CostKind);
+
   /// Calculate vectorization cost of memory instruction \p I.
   InstructionCost getMemoryInstructionCost(Instruction *I, ElementCount VF);
 
@@ -1738,6 +1744,12 @@ class LoopVectorizationCostModel {
   /// (PHI) to bottom
   ReductionChainMap InLoopReductionChains;
 
+  /// A Map of inloop reduction operations and their immediate chain operand.
+  /// FIXME: This can be removed once reductions can be costed correctly in
+  /// vplan. This was added to allow quick lookup to the inloop operations,
+  /// without having to loop through InLoopReductionChains.
+  DenseMap<Instruction *, Instruction *> InLoopReductionImmediateChains;
+
   /// Returns the expected 
diff erence in cost from scalarizing the expression
   /// feeding a predicated instruction \p PredInst. The instructions to
   /// scalarize and their scalar costs are collected in \p ScalarCosts. A
@@ -5983,6 +5995,11 @@ LoopVectorizationCostModel::getSmallestAndWidestTypes() {
         if (!Legal->isReductionVariable(PN))
           continue;
         RecurrenceDescriptor RdxDesc = Legal->getReductionVars()[PN];
+        if (PreferInLoopReductions ||
+            TTI.preferInLoopReduction(RdxDesc.getOpcode(),
+                                      RdxDesc.getRecurrenceType(),
+                                      TargetTransformInfo::ReductionFlags()))
+          continue;
         T = RdxDesc.getRecurrenceType();
       }
 
@@ -6815,6 +6832,116 @@ LoopVectorizationCostModel::getInterleaveGroupCost(Instruction *I,
   return Cost;
 }
 
+InstructionCost LoopVectorizationCostModel::getReductionPatternCost(
+    Instruction *I, ElementCount VF, Type *Ty, TTI::TargetCostKind CostKind) {
+  // Early exit for no inloop reductions
+  if (InLoopReductionChains.empty() || VF.isScalar() || !isa<VectorType>(Ty))
+    return InstructionCost::getInvalid();
+  auto *VectorTy = cast<VectorType>(Ty);
+
+  // We are looking for a pattern of, and finding the minimal acceptable cost:
+  //  reduce(mul(ext(A), ext(B))) or
+  //  reduce(mul(A, B)) or
+  //  reduce(ext(A)) or
+  //  reduce(A).
+  // The basic idea is that we walk down the tree to do that, finding the root
+  // reduction instruction in InLoopReductionImmediateChains. From there we find
+  // the pattern of mul/ext and test the cost of the entire pattern vs the cost
+  // of the components. If the reduction cost is lower then we return it for the
+  // reduction instruction and 0 for the other instructions in the pattern. If
+  // it is not we return an invalid cost specifying the orignal cost method
+  // should be used.
+  Instruction *RetI = I;
+  if ((RetI->getOpcode() == Instruction::SExt ||
+       RetI->getOpcode() == Instruction::ZExt)) {
+    if (!RetI->hasOneUser())
+      return InstructionCost::getInvalid();
+    RetI = RetI->user_back();
+  }
+  if (RetI->getOpcode() == Instruction::Mul &&
+      RetI->user_back()->getOpcode() == Instruction::Add) {
+    if (!RetI->hasOneUser())
+      return InstructionCost::getInvalid();
+    RetI = RetI->user_back();
+  }
+
+  // Test if the found instruction is a reduction, and if not return an invalid
+  // cost specifying the parent to use the original cost modelling.
+  if (!InLoopReductionImmediateChains.count(RetI))
+    return InstructionCost::getInvalid();
+
+  // Find the reduction this chain is a part of and calculate the basic cost of
+  // the reduction on its own.
+  Instruction *LastChain = InLoopReductionImmediateChains[RetI];
+  Instruction *ReductionPhi = LastChain;
+  while (!isa<PHINode>(ReductionPhi))
+    ReductionPhi = InLoopReductionImmediateChains[ReductionPhi];
+
+  RecurrenceDescriptor RdxDesc =
+      Legal->getReductionVars()[cast<PHINode>(ReductionPhi)];
+  unsigned BaseCost = TTI.getArithmeticReductionCost(RdxDesc.getOpcode(),
+                                                     VectorTy, false, CostKind);
+
+  // Get the operand that was not the reduction chain and match it to one of the
+  // patterns, returning the better cost if it is found.
+  Instruction *RedOp = RetI->getOperand(1) == LastChain
+                           ? dyn_cast<Instruction>(RetI->getOperand(0))
+                           : dyn_cast<Instruction>(RetI->getOperand(1));
+
+  VectorTy = VectorType::get(I->getOperand(0)->getType(), VectorTy);
+
+  if (RedOp && (isa<SExtInst>(RedOp) || isa<ZExtInst>(RedOp)) &&
+      !TheLoop->isLoopInvariant(RedOp)) {
+    bool IsUnsigned = isa<ZExtInst>(RedOp);
+    auto *ExtType = VectorType::get(RedOp->getOperand(0)->getType(), VectorTy);
+    InstructionCost RedCost = TTI.getExtendedAddReductionCost(
+        /*IsMLA=*/false, IsUnsigned, RdxDesc.getRecurrenceType(), ExtType,
+        CostKind);
+
+    unsigned ExtCost =
+        TTI.getCastInstrCost(RedOp->getOpcode(), VectorTy, ExtType,
+                             TTI::CastContextHint::None, CostKind, RedOp);
+    if (RedCost.isValid() && RedCost < BaseCost + ExtCost)
+      return I == RetI ? *RedCost.getValue() : 0;
+  } else if (RedOp && RedOp->getOpcode() == Instruction::Mul) {
+    Instruction *Mul = RedOp;
+    Instruction *Op0 = dyn_cast<Instruction>(Mul->getOperand(0));
+    Instruction *Op1 = dyn_cast<Instruction>(Mul->getOperand(1));
+    if (Op0 && Op1 && (isa<SExtInst>(Op0) || isa<ZExtInst>(Op0)) &&
+        Op0->getOpcode() == Op1->getOpcode() &&
+        Op0->getOperand(0)->getType() == Op1->getOperand(0)->getType() &&
+        !TheLoop->isLoopInvariant(Op0) && !TheLoop->isLoopInvariant(Op1)) {
+      bool IsUnsigned = isa<ZExtInst>(Op0);
+      auto *ExtType = VectorType::get(Op0->getOperand(0)->getType(), VectorTy);
+      // reduce(mul(ext, ext))
+      unsigned ExtCost =
+          TTI.getCastInstrCost(Op0->getOpcode(), VectorTy, ExtType,
+                               TTI::CastContextHint::None, CostKind, Op0);
+      unsigned MulCost =
+          TTI.getArithmeticInstrCost(Mul->getOpcode(), VectorTy, CostKind);
+
+      InstructionCost RedCost = TTI.getExtendedAddReductionCost(
+          /*IsMLA=*/true, IsUnsigned, RdxDesc.getRecurrenceType(), ExtType,
+          CostKind);
+
+      if (RedCost.isValid() && RedCost < ExtCost * 2 + MulCost + BaseCost)
+        return I == RetI ? *RedCost.getValue() : 0;
+    } else {
+      unsigned MulCost =
+          TTI.getArithmeticInstrCost(Mul->getOpcode(), VectorTy, CostKind);
+
+      InstructionCost RedCost = TTI.getExtendedAddReductionCost(
+          /*IsMLA=*/true, true, RdxDesc.getRecurrenceType(), VectorTy,
+          CostKind);
+
+      if (RedCost.isValid() && RedCost < MulCost + BaseCost)
+        return I == RetI ? *RedCost.getValue() : 0;
+    }
+  }
+
+  return I == RetI ? BaseCost : InstructionCost::getInvalid();
+}
+
 InstructionCost
 LoopVectorizationCostModel::getMemoryInstructionCost(Instruction *I,
                                                      ElementCount VF) {
@@ -7169,6 +7296,13 @@ LoopVectorizationCostModel::getInstructionCost(Instruction *I, ElementCount VF,
     // Since we will replace the stride by 1 the multiplication should go away.
     if (I->getOpcode() == Instruction::Mul && isStrideMul(I, Legal))
       return 0;
+
+    // Detect reduction patterns
+    InstructionCost RedCost;
+    if ((RedCost = getReductionPatternCost(I, VF, VectorTy, CostKind))
+            .isValid())
+      return RedCost;
+
     // Certain instructions can be cheaper to vectorize if they have a constant
     // second vector operand. One example of this are shifts on x86.
     Value *Op2 = I->getOperand(1);
@@ -7292,6 +7426,12 @@ LoopVectorizationCostModel::getInstructionCost(Instruction *I, ElementCount VF,
                                   Trunc->getSrcTy(), CCH, CostKind, Trunc);
     }
 
+    // Detect reduction patterns
+    InstructionCost RedCost;
+    if ((RedCost = getReductionPatternCost(I, VF, VectorTy, CostKind))
+            .isValid())
+      return RedCost;
+
     Type *SrcScalarTy = I->getOperand(0)->getType();
     Type *SrcVecTy =
         VectorTy->isVectorTy() ? ToVectorTy(SrcScalarTy, VF) : SrcScalarTy;
@@ -7422,8 +7562,15 @@ void LoopVectorizationCostModel::collectInLoopReductions() {
     SmallVector<Instruction *, 4> ReductionOperations =
         RdxDesc.getReductionOpChain(Phi, TheLoop);
     bool InLoop = !ReductionOperations.empty();
-    if (InLoop)
+    if (InLoop) {
       InLoopReductionChains[Phi] = ReductionOperations;
+      // Add the elements to InLoopReductionImmediateChains for cost modelling.
+      Instruction *LastChain = Phi;
+      for (auto *I : ReductionOperations) {
+        InLoopReductionImmediateChains[I] = LastChain;
+        LastChain = I;
+      }
+    }
     LLVM_DEBUG(dbgs() << "LV: Using " << (InLoop ? "inloop" : "out of loop")
                       << " reduction for phi: " << *Phi << "\n");
   }

diff  --git a/llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-types.ll b/llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-types.ll
index 5b97fef2bdcc..04fb6cc39ee9 100644
--- a/llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-types.ll
+++ b/llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-types.ll
@@ -12,33 +12,33 @@ define i32 @mla_i32(i8* noalias nocapture readonly %A, i8* noalias nocapture rea
 ; CHECK:       for.body.preheader:
 ; CHECK-NEXT:    br i1 false, label [[SCALAR_PH:%.*]], label [[VECTOR_PH:%.*]]
 ; CHECK:       vector.ph:
-; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 3
-; CHECK-NEXT:    [[N_MOD_VF:%.*]] = urem i32 [[N_RND_UP]], 4
+; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 15
+; CHECK-NEXT:    [[N_MOD_VF:%.*]] = urem i32 [[N_RND_UP]], 16
 ; CHECK-NEXT:    [[N_VEC:%.*]] = sub i32 [[N_RND_UP]], [[N_MOD_VF]]
 ; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
 ; CHECK:       vector.body:
 ; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[TMP12:%.*]], [[VECTOR_BODY]] ]
-; CHECK-NEXT:    [[BROADCAST_SPLATINSERT:%.*]] = insertelement <4 x i32> poison, i32 [[INDEX]], i32 0
-; CHECK-NEXT:    [[BROADCAST_SPLAT:%.*]] = shufflevector <4 x i32> [[BROADCAST_SPLATINSERT]], <4 x i32> poison, <4 x i32> zeroinitializer
-; CHECK-NEXT:    [[INDUCTION:%.*]] = add <4 x i32> [[BROADCAST_SPLAT]], <i32 0, i32 1, i32 2, i32 3>
+; CHECK-NEXT:    [[BROADCAST_SPLATINSERT:%.*]] = insertelement <16 x i32> poison, i32 [[INDEX]], i32 0
+; CHECK-NEXT:    [[BROADCAST_SPLAT:%.*]] = shufflevector <16 x i32> [[BROADCAST_SPLATINSERT]], <16 x i32> poison, <16 x i32> zeroinitializer
+; CHECK-NEXT:    [[INDUCTION:%.*]] = add <16 x i32> [[BROADCAST_SPLAT]], <i32 0, i32 1, i32 2, i32 3, i32 4, i32 5, i32 6, i32 7, i32 8, i32 9, i32 10, i32 11, i32 12, i32 13, i32 14, i32 15>
 ; CHECK-NEXT:    [[TMP0:%.*]] = add i32 [[INDEX]], 0
-; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <4 x i1> @llvm.get.active.lane.mask.v4i1.i32(i32 [[TMP0]], i32 [[N]])
+; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <16 x i1> @llvm.get.active.lane.mask.v16i1.i32(i32 [[TMP0]], i32 [[N]])
 ; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr inbounds i8, i8* [[A:%.*]], i32 [[TMP0]]
 ; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr inbounds i8, i8* [[TMP1]], i32 0
-; CHECK-NEXT:    [[TMP3:%.*]] = bitcast i8* [[TMP2]] to <4 x i8>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <4 x i8> @llvm.masked.load.v4i8.p0v4i8(<4 x i8>* [[TMP3]], i32 1, <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i8> poison)
-; CHECK-NEXT:    [[TMP4:%.*]] = sext <4 x i8> [[WIDE_MASKED_LOAD]] to <4 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = bitcast i8* [[TMP2]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <16 x i8> @llvm.masked.load.v16i8.p0v16i8(<16 x i8>* [[TMP3]], i32 1, <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i8> poison)
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_MASKED_LOAD]] to <16 x i32>
 ; CHECK-NEXT:    [[TMP5:%.*]] = getelementptr inbounds i8, i8* [[B:%.*]], i32 [[TMP0]]
 ; CHECK-NEXT:    [[TMP6:%.*]] = getelementptr inbounds i8, i8* [[TMP5]], i32 0
-; CHECK-NEXT:    [[TMP7:%.*]] = bitcast i8* [[TMP6]] to <4 x i8>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <4 x i8> @llvm.masked.load.v4i8.p0v4i8(<4 x i8>* [[TMP7]], i32 1, <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i8> poison)
-; CHECK-NEXT:    [[TMP8:%.*]] = sext <4 x i8> [[WIDE_MASKED_LOAD1]] to <4 x i32>
-; CHECK-NEXT:    [[TMP9:%.*]] = mul nsw <4 x i32> [[TMP8]], [[TMP4]]
-; CHECK-NEXT:    [[TMP10:%.*]] = select <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i32> [[TMP9]], <4 x i32> zeroinitializer
-; CHECK-NEXT:    [[TMP11:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[TMP10]])
+; CHECK-NEXT:    [[TMP7:%.*]] = bitcast i8* [[TMP6]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <16 x i8> @llvm.masked.load.v16i8.p0v16i8(<16 x i8>* [[TMP7]], i32 1, <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i8> poison)
+; CHECK-NEXT:    [[TMP8:%.*]] = sext <16 x i8> [[WIDE_MASKED_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP9:%.*]] = mul nsw <16 x i32> [[TMP8]], [[TMP4]]
+; CHECK-NEXT:    [[TMP10:%.*]] = select <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i32> [[TMP9]], <16 x i32> zeroinitializer
+; CHECK-NEXT:    [[TMP11:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP10]])
 ; CHECK-NEXT:    [[TMP12]] = add i32 [[TMP11]], [[VEC_PHI]]
-; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 16
 ; CHECK-NEXT:    [[TMP13:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
 ; CHECK-NEXT:    br i1 [[TMP13]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP0:!llvm.loop !.*]]
 ; CHECK:       middle.block:

diff  --git a/llvm/test/Transforms/LoopVectorize/ARM/mve-reductions.ll b/llvm/test/Transforms/LoopVectorize/ARM/mve-reductions.ll
index 3b3f57588ba6..399b172a0692 100644
--- a/llvm/test/Transforms/LoopVectorize/ARM/mve-reductions.ll
+++ b/llvm/test/Transforms/LoopVectorize/ARM/mve-reductions.ll
@@ -4,6 +4,7 @@
 target datalayout = "e-m:e-p:32:32-Fi8-i64:64-v128:64:128-a:0:32-n32-S64"
 target triple = "thumbv8.1m.main-arm-none-eabi"
 
+; Should not be vectorized
 define i64 @add_i64_i64(i64* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i64_i64(
 ; CHECK-NEXT:  entry:
@@ -41,24 +42,50 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i64 %r.0.lcssa
 }
 
-; FIXME: 4x
+; 4x to use VADDLV
+; FIXME: TailPredicate
 define i64 @add_i32_i64(i32* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i32_i64(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP6:%.*]] = icmp sgt i32 [[N:%.*]], 0
-; CHECK-NEXT:    br i1 [[CMP6]], label [[FOR_BODY:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK-NEXT:    br i1 [[CMP6]], label [[FOR_BODY_PREHEADER:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK:       for.body.preheader:
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i32 [[N]], 4
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label [[SCALAR_PH:%.*]], label [[VECTOR_PH:%.*]]
+; CHECK:       vector.ph:
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N]], -4
+; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
+; CHECK:       vector.body:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i64 [ 0, [[VECTOR_PH]] ], [ [[TMP4:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i32, i32* [[X:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i32* [[TMP0]] to <4 x i32>*
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <4 x i32>, <4 x i32>* [[TMP1]], align 4
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <4 x i32> [[WIDE_LOAD]] to <4 x i64>
+; CHECK-NEXT:    [[TMP3:%.*]] = call i64 @llvm.vector.reduce.add.v4i64(<4 x i64> [[TMP2]])
+; CHECK-NEXT:    [[TMP4]] = add i64 [[TMP3]], [[VEC_PHI]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[TMP5:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP5]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP0:!llvm.loop !.*]]
+; CHECK:       middle.block:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i32 [[N_VEC]], [[N]]
+; CHECK-NEXT:    br i1 [[CMP_N]], label [[FOR_COND_CLEANUP]], label [[SCALAR_PH]]
+; CHECK:       scalar.ph:
+; CHECK-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i32 [ [[N_VEC]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i64 [ [[TMP4]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    br label [[FOR_BODY:%.*]]
 ; CHECK:       for.body:
-; CHECK-NEXT:    [[I_08:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY:%.*]] ]
-; CHECK-NEXT:    [[R_07:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY]] ]
-; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i32, i32* [[X:%.*]], i32 [[I_08]]
-; CHECK-NEXT:    [[TMP0:%.*]] = load i32, i32* [[ARRAYIDX]], align 4
-; CHECK-NEXT:    [[CONV:%.*]] = sext i32 [[TMP0]] to i64
+; CHECK-NEXT:    [[I_08:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ [[BC_RESUME_VAL]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[R_07:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ [[BC_MERGE_RDX]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i32, i32* [[X]], i32 [[I_08]]
+; CHECK-NEXT:    [[TMP6:%.*]] = load i32, i32* [[ARRAYIDX]], align 4
+; CHECK-NEXT:    [[CONV:%.*]] = sext i32 [[TMP6]] to i64
 ; CHECK-NEXT:    [[ADD]] = add nsw i64 [[R_07]], [[CONV]]
 ; CHECK-NEXT:    [[INC]] = add nuw nsw i32 [[I_08]], 1
 ; CHECK-NEXT:    [[EXITCOND:%.*]] = icmp eq i32 [[INC]], [[N]]
-; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]]
+; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]], [[LOOP2:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
-; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY]] ], [ [[ADD]], [[FOR_BODY]] ]
+; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY:%.*]] ], [ [[ADD]], [[FOR_BODY]] ], [ [[TMP4]], [[MIDDLE_BLOCK]] ]
 ; CHECK-NEXT:    ret i64 [[R_0_LCSSA]]
 ;
 entry:
@@ -81,24 +108,50 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i64 %r.0.lcssa
 }
 
-; FIXME: 4x ?
+; 4x to use VADDLV
+; FIXME: TailPredicate
 define i64 @add_i16_i64(i16* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i16_i64(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP6:%.*]] = icmp sgt i32 [[N:%.*]], 0
-; CHECK-NEXT:    br i1 [[CMP6]], label [[FOR_BODY:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK-NEXT:    br i1 [[CMP6]], label [[FOR_BODY_PREHEADER:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK:       for.body.preheader:
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i32 [[N]], 4
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label [[SCALAR_PH:%.*]], label [[VECTOR_PH:%.*]]
+; CHECK:       vector.ph:
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N]], -4
+; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
+; CHECK:       vector.body:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i64 [ 0, [[VECTOR_PH]] ], [ [[TMP4:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i16, i16* [[X:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i16* [[TMP0]] to <4 x i16>*
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <4 x i16>, <4 x i16>* [[TMP1]], align 2
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <4 x i16> [[WIDE_LOAD]] to <4 x i64>
+; CHECK-NEXT:    [[TMP3:%.*]] = call i64 @llvm.vector.reduce.add.v4i64(<4 x i64> [[TMP2]])
+; CHECK-NEXT:    [[TMP4]] = add i64 [[TMP3]], [[VEC_PHI]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[TMP5:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP5]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP4:!llvm.loop !.*]]
+; CHECK:       middle.block:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i32 [[N_VEC]], [[N]]
+; CHECK-NEXT:    br i1 [[CMP_N]], label [[FOR_COND_CLEANUP]], label [[SCALAR_PH]]
+; CHECK:       scalar.ph:
+; CHECK-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i32 [ [[N_VEC]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i64 [ [[TMP4]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    br label [[FOR_BODY:%.*]]
 ; CHECK:       for.body:
-; CHECK-NEXT:    [[I_08:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY:%.*]] ]
-; CHECK-NEXT:    [[R_07:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY]] ]
-; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i16, i16* [[X:%.*]], i32 [[I_08]]
-; CHECK-NEXT:    [[TMP0:%.*]] = load i16, i16* [[ARRAYIDX]], align 2
-; CHECK-NEXT:    [[CONV:%.*]] = sext i16 [[TMP0]] to i64
+; CHECK-NEXT:    [[I_08:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ [[BC_RESUME_VAL]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[R_07:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ [[BC_MERGE_RDX]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i16, i16* [[X]], i32 [[I_08]]
+; CHECK-NEXT:    [[TMP6:%.*]] = load i16, i16* [[ARRAYIDX]], align 2
+; CHECK-NEXT:    [[CONV:%.*]] = sext i16 [[TMP6]] to i64
 ; CHECK-NEXT:    [[ADD]] = add nsw i64 [[R_07]], [[CONV]]
 ; CHECK-NEXT:    [[INC]] = add nuw nsw i32 [[I_08]], 1
 ; CHECK-NEXT:    [[EXITCOND:%.*]] = icmp eq i32 [[INC]], [[N]]
-; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]]
+; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]], [[LOOP5:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
-; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY]] ], [ [[ADD]], [[FOR_BODY]] ]
+; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY:%.*]] ], [ [[ADD]], [[FOR_BODY]] ], [ [[TMP4]], [[MIDDLE_BLOCK]] ]
 ; CHECK-NEXT:    ret i64 [[R_0_LCSSA]]
 ;
 entry:
@@ -121,24 +174,50 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i64 %r.0.lcssa
 }
 
-; FIXME: 4x ?
+; 4x to use VADDLV
+; FIXME: TailPredicate
 define i64 @add_i8_i64(i8* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i8_i64(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP6:%.*]] = icmp sgt i32 [[N:%.*]], 0
-; CHECK-NEXT:    br i1 [[CMP6]], label [[FOR_BODY:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK-NEXT:    br i1 [[CMP6]], label [[FOR_BODY_PREHEADER:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK:       for.body.preheader:
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i32 [[N]], 4
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label [[SCALAR_PH:%.*]], label [[VECTOR_PH:%.*]]
+; CHECK:       vector.ph:
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N]], -4
+; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
+; CHECK:       vector.body:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i64 [ 0, [[VECTOR_PH]] ], [ [[TMP4:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i8, i8* [[X:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <4 x i8>*
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <4 x i8>, <4 x i8>* [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <4 x i8> [[WIDE_LOAD]] to <4 x i64>
+; CHECK-NEXT:    [[TMP3:%.*]] = call i64 @llvm.vector.reduce.add.v4i64(<4 x i64> [[TMP2]])
+; CHECK-NEXT:    [[TMP4]] = add i64 [[TMP3]], [[VEC_PHI]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[TMP5:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP5]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP6:!llvm.loop !.*]]
+; CHECK:       middle.block:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i32 [[N_VEC]], [[N]]
+; CHECK-NEXT:    br i1 [[CMP_N]], label [[FOR_COND_CLEANUP]], label [[SCALAR_PH]]
+; CHECK:       scalar.ph:
+; CHECK-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i32 [ [[N_VEC]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i64 [ [[TMP4]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    br label [[FOR_BODY:%.*]]
 ; CHECK:       for.body:
-; CHECK-NEXT:    [[I_08:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY:%.*]] ]
-; CHECK-NEXT:    [[R_07:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY]] ]
-; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i8, i8* [[X:%.*]], i32 [[I_08]]
-; CHECK-NEXT:    [[TMP0:%.*]] = load i8, i8* [[ARRAYIDX]], align 1
-; CHECK-NEXT:    [[CONV:%.*]] = zext i8 [[TMP0]] to i64
+; CHECK-NEXT:    [[I_08:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ [[BC_RESUME_VAL]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[R_07:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ [[BC_MERGE_RDX]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i8, i8* [[X]], i32 [[I_08]]
+; CHECK-NEXT:    [[TMP6:%.*]] = load i8, i8* [[ARRAYIDX]], align 1
+; CHECK-NEXT:    [[CONV:%.*]] = zext i8 [[TMP6]] to i64
 ; CHECK-NEXT:    [[ADD]] = add nuw nsw i64 [[R_07]], [[CONV]]
 ; CHECK-NEXT:    [[INC]] = add nuw nsw i32 [[I_08]], 1
 ; CHECK-NEXT:    [[EXITCOND:%.*]] = icmp eq i32 [[INC]], [[N]]
-; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]]
+; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]], [[LOOP7:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
-; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY]] ], [ [[ADD]], [[FOR_BODY]] ]
+; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY:%.*]] ], [ [[ADD]], [[FOR_BODY]] ], [ [[TMP4]], [[MIDDLE_BLOCK]] ]
 ; CHECK-NEXT:    ret i64 [[R_0_LCSSA]]
 ;
 entry:
@@ -161,6 +240,7 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i64 %r.0.lcssa
 }
 
+; 4x to use VADDV.u32
 define i32 @add_i32_i32(i32* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i32_i32(
 ; CHECK-NEXT:  entry:
@@ -182,7 +262,7 @@ define i32 @add_i32_i32(i32* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-NEXT:    [[TMP4]] = add i32 [[TMP3]], [[VEC_PHI]]
 ; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
 ; CHECK-NEXT:    [[TMP5:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP5]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP0:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP5]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP8:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i32 [ 0, [[ENTRY:%.*]] ], [ [[TMP4]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i32 [[R_0_LCSSA]]
@@ -206,30 +286,30 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i32 %r.0.lcssa
 }
 
-; FIXME: 8x
+; 8x to use VADDV.u16
 define i32 @add_i16_i32(i16* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i16_i32(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP6:%.*]] = icmp sgt i32 [[N:%.*]], 0
 ; CHECK-NEXT:    br i1 [[CMP6]], label [[VECTOR_PH:%.*]], label [[FOR_COND_CLEANUP:%.*]]
 ; CHECK:       vector.ph:
-; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 3
-; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -4
+; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 7
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -8
 ; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
 ; CHECK:       vector.body:
 ; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[TMP5:%.*]], [[VECTOR_BODY]] ]
-; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <4 x i1> @llvm.get.active.lane.mask.v4i1.i32(i32 [[INDEX]], i32 [[N]])
+; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <8 x i1> @llvm.get.active.lane.mask.v8i1.i32(i32 [[INDEX]], i32 [[N]])
 ; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i16, i16* [[X:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i16* [[TMP0]] to <4 x i16>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <4 x i16> @llvm.masked.load.v4i16.p0v4i16(<4 x i16>* [[TMP1]], i32 2, <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i16> poison)
-; CHECK-NEXT:    [[TMP2:%.*]] = sext <4 x i16> [[WIDE_MASKED_LOAD]] to <4 x i32>
-; CHECK-NEXT:    [[TMP3:%.*]] = select <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i32> [[TMP2]], <4 x i32> zeroinitializer
-; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i16* [[TMP0]] to <8 x i16>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <8 x i16> @llvm.masked.load.v8i16.p0v8i16(<8 x i16>* [[TMP1]], i32 2, <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i16> poison)
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <8 x i16> [[WIDE_MASKED_LOAD]] to <8 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = select <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i32> [[TMP2]], <8 x i32> zeroinitializer
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v8i32(<8 x i32> [[TMP3]])
 ; CHECK-NEXT:    [[TMP5]] = add i32 [[TMP4]], [[VEC_PHI]]
-; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 8
 ; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP6]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP2:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP6]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP9:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i32 [ 0, [[ENTRY:%.*]] ], [ [[TMP5]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i32 [[R_0_LCSSA]]
@@ -254,30 +334,30 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i32 %r.0.lcssa
 }
 
-; FIXME: 16x
+; 16x to use VADDV.u16
 define i32 @add_i8_i32(i8* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i8_i32(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP6:%.*]] = icmp sgt i32 [[N:%.*]], 0
 ; CHECK-NEXT:    br i1 [[CMP6]], label [[VECTOR_PH:%.*]], label [[FOR_COND_CLEANUP:%.*]]
 ; CHECK:       vector.ph:
-; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 3
-; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -4
+; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -16
 ; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
 ; CHECK:       vector.body:
 ; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[TMP5:%.*]], [[VECTOR_BODY]] ]
-; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <4 x i1> @llvm.get.active.lane.mask.v4i1.i32(i32 [[INDEX]], i32 [[N]])
+; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <16 x i1> @llvm.get.active.lane.mask.v16i1.i32(i32 [[INDEX]], i32 [[N]])
 ; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i8, i8* [[X:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <4 x i8>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <4 x i8> @llvm.masked.load.v4i8.p0v4i8(<4 x i8>* [[TMP1]], i32 1, <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i8> poison)
-; CHECK-NEXT:    [[TMP2:%.*]] = zext <4 x i8> [[WIDE_MASKED_LOAD]] to <4 x i32>
-; CHECK-NEXT:    [[TMP3:%.*]] = select <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i32> [[TMP2]], <4 x i32> zeroinitializer
-; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <16 x i8> @llvm.masked.load.v16i8.p0v16i8(<16 x i8>* [[TMP1]], i32 1, <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i8> poison)
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_MASKED_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = select <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i32> [[TMP2]], <16 x i32> zeroinitializer
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
 ; CHECK-NEXT:    [[TMP5]] = add i32 [[TMP4]], [[VEC_PHI]]
-; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 16
 ; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP6]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP3:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP6]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP10:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i32 [ 0, [[ENTRY:%.*]] ], [ [[TMP5]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i32 [[R_0_LCSSA]]
@@ -302,6 +382,7 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i32 %r.0.lcssa
 }
 
+; 8x to use VADDV.u16
 define signext i16 @add_i16_i16(i16* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i16_i16(
 ; CHECK-NEXT:  entry:
@@ -323,7 +404,7 @@ define signext i16 @add_i16_i16(i16* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-NEXT:    [[TMP4]] = add i16 [[TMP3]], [[VEC_PHI]]
 ; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 8
 ; CHECK-NEXT:    [[TMP5:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP5]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP4:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP5]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP11:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i16 [ 0, [[ENTRY:%.*]] ], [ [[TMP4]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i16 [[R_0_LCSSA]]
@@ -347,30 +428,30 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i16 %r.0.lcssa
 }
 
-; FIXME: 16x ?
+; 16x to use VADDV.u8
 define signext i16 @add_i8_i16(i8* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i8_i16(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP8:%.*]] = icmp sgt i32 [[N:%.*]], 0
 ; CHECK-NEXT:    br i1 [[CMP8]], label [[VECTOR_PH:%.*]], label [[FOR_COND_CLEANUP:%.*]]
 ; CHECK:       vector.ph:
-; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 7
-; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -8
+; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -16
 ; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
 ; CHECK:       vector.body:
 ; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i16 [ 0, [[VECTOR_PH]] ], [ [[TMP5:%.*]], [[VECTOR_BODY]] ]
-; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <8 x i1> @llvm.get.active.lane.mask.v8i1.i32(i32 [[INDEX]], i32 [[N]])
+; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <16 x i1> @llvm.get.active.lane.mask.v16i1.i32(i32 [[INDEX]], i32 [[N]])
 ; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i8, i8* [[X:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <8 x i8>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <8 x i8> @llvm.masked.load.v8i8.p0v8i8(<8 x i8>* [[TMP1]], i32 1, <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i8> poison)
-; CHECK-NEXT:    [[TMP2:%.*]] = zext <8 x i8> [[WIDE_MASKED_LOAD]] to <8 x i16>
-; CHECK-NEXT:    [[TMP3:%.*]] = select <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i16> [[TMP2]], <8 x i16> zeroinitializer
-; CHECK-NEXT:    [[TMP4:%.*]] = call i16 @llvm.vector.reduce.add.v8i16(<8 x i16> [[TMP3]])
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <16 x i8> @llvm.masked.load.v16i8.p0v16i8(<16 x i8>* [[TMP1]], i32 1, <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i8> poison)
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_MASKED_LOAD]] to <16 x i16>
+; CHECK-NEXT:    [[TMP3:%.*]] = select <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i16> [[TMP2]], <16 x i16> zeroinitializer
+; CHECK-NEXT:    [[TMP4:%.*]] = call i16 @llvm.vector.reduce.add.v16i16(<16 x i16> [[TMP3]])
 ; CHECK-NEXT:    [[TMP5]] = add i16 [[TMP4]], [[VEC_PHI]]
-; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 8
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 16
 ; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP6]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP5:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP6]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP12:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i16 [ 0, [[ENTRY:%.*]] ], [ [[TMP5]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i16 [[R_0_LCSSA]]
@@ -395,6 +476,7 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i16 %r.0.lcssa
 }
 
+; 16x to use VADDV.u8
 define zeroext i8 @add_i8_i8(i8* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-LABEL: @add_i8_i8(
 ; CHECK-NEXT:  entry:
@@ -416,7 +498,7 @@ define zeroext i8 @add_i8_i8(i8* nocapture readonly %x, i32 %n) #0 {
 ; CHECK-NEXT:    [[TMP4]] = add i8 [[TMP3]], [[VEC_PHI]]
 ; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 16
 ; CHECK-NEXT:    [[TMP5:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP5]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP6:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP5]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP13:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i8 [ 0, [[ENTRY:%.*]] ], [ [[TMP4]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i8 [[R_0_LCSSA]]
@@ -440,6 +522,7 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i8 %r.0.lcssa
 }
 
+; Not vectorized
 define i64 @mla_i64_i64(i64* nocapture readonly %x, i64* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i64_i64(
 ; CHECK-NEXT:  entry:
@@ -483,26 +566,57 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i64 %r.0.lcssa
 }
 
+; 4x to use VMLAL.u32
+; FIXME: TailPredicate
 define i64 @mla_i32_i64(i32* nocapture readonly %x, i32* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i32_i64(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP8:%.*]] = icmp sgt i32 [[N:%.*]], 0
-; CHECK-NEXT:    br i1 [[CMP8]], label [[FOR_BODY:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK-NEXT:    br i1 [[CMP8]], label [[FOR_BODY_PREHEADER:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK:       for.body.preheader:
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i32 [[N]], 4
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label [[SCALAR_PH:%.*]], label [[VECTOR_PH:%.*]]
+; CHECK:       vector.ph:
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N]], -4
+; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
+; CHECK:       vector.body:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i64 [ 0, [[VECTOR_PH]] ], [ [[TMP7:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i32, i32* [[X:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i32* [[TMP0]] to <4 x i32>*
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <4 x i32>, <4 x i32>* [[TMP1]], align 4
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr inbounds i32, i32* [[Y:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP3:%.*]] = bitcast i32* [[TMP2]] to <4 x i32>*
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <4 x i32>, <4 x i32>* [[TMP3]], align 4
+; CHECK-NEXT:    [[TMP4:%.*]] = mul nsw <4 x i32> [[WIDE_LOAD1]], [[WIDE_LOAD]]
+; CHECK-NEXT:    [[TMP5:%.*]] = sext <4 x i32> [[TMP4]] to <4 x i64>
+; CHECK-NEXT:    [[TMP6:%.*]] = call i64 @llvm.vector.reduce.add.v4i64(<4 x i64> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i64 [[TMP6]], [[VEC_PHI]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP14:!llvm.loop !.*]]
+; CHECK:       middle.block:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i32 [[N_VEC]], [[N]]
+; CHECK-NEXT:    br i1 [[CMP_N]], label [[FOR_COND_CLEANUP]], label [[SCALAR_PH]]
+; CHECK:       scalar.ph:
+; CHECK-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i32 [ [[N_VEC]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i64 [ [[TMP7]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    br label [[FOR_BODY:%.*]]
 ; CHECK:       for.body:
-; CHECK-NEXT:    [[I_010:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY:%.*]] ]
-; CHECK-NEXT:    [[R_09:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY]] ]
-; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i32, i32* [[X:%.*]], i32 [[I_010]]
-; CHECK-NEXT:    [[TMP0:%.*]] = load i32, i32* [[ARRAYIDX]], align 4
-; CHECK-NEXT:    [[ARRAYIDX1:%.*]] = getelementptr inbounds i32, i32* [[Y:%.*]], i32 [[I_010]]
-; CHECK-NEXT:    [[TMP1:%.*]] = load i32, i32* [[ARRAYIDX1]], align 4
-; CHECK-NEXT:    [[MUL:%.*]] = mul nsw i32 [[TMP1]], [[TMP0]]
+; CHECK-NEXT:    [[I_010:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ [[BC_RESUME_VAL]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[R_09:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ [[BC_MERGE_RDX]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i32, i32* [[X]], i32 [[I_010]]
+; CHECK-NEXT:    [[TMP9:%.*]] = load i32, i32* [[ARRAYIDX]], align 4
+; CHECK-NEXT:    [[ARRAYIDX1:%.*]] = getelementptr inbounds i32, i32* [[Y]], i32 [[I_010]]
+; CHECK-NEXT:    [[TMP10:%.*]] = load i32, i32* [[ARRAYIDX1]], align 4
+; CHECK-NEXT:    [[MUL:%.*]] = mul nsw i32 [[TMP10]], [[TMP9]]
 ; CHECK-NEXT:    [[CONV:%.*]] = sext i32 [[MUL]] to i64
 ; CHECK-NEXT:    [[ADD]] = add nsw i64 [[R_09]], [[CONV]]
 ; CHECK-NEXT:    [[INC]] = add nuw nsw i32 [[I_010]], 1
 ; CHECK-NEXT:    [[EXITCOND:%.*]] = icmp eq i32 [[INC]], [[N]]
-; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]]
+; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]], [[LOOP15:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
-; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY]] ], [ [[ADD]], [[FOR_BODY]] ]
+; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY:%.*]] ], [ [[ADD]], [[FOR_BODY]] ], [ [[TMP7]], [[MIDDLE_BLOCK]] ]
 ; CHECK-NEXT:    ret i64 [[R_0_LCSSA]]
 ;
 entry:
@@ -528,28 +642,61 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i64 %r.0.lcssa
 }
 
+; 8x to use VMLAL.u16
+; FIXME: TailPredicate
 define i64 @mla_i16_i64(i16* nocapture readonly %x, i16* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i16_i64(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP10:%.*]] = icmp sgt i32 [[N:%.*]], 0
-; CHECK-NEXT:    br i1 [[CMP10]], label [[FOR_BODY:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK-NEXT:    br i1 [[CMP10]], label [[FOR_BODY_PREHEADER:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK:       for.body.preheader:
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i32 [[N]], 8
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label [[SCALAR_PH:%.*]], label [[VECTOR_PH:%.*]]
+; CHECK:       vector.ph:
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N]], -8
+; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
+; CHECK:       vector.body:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i64 [ 0, [[VECTOR_PH]] ], [ [[TMP9:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i16, i16* [[X:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i16* [[TMP0]] to <8 x i16>*
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <8 x i16>, <8 x i16>* [[TMP1]], align 2
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <8 x i16> [[WIDE_LOAD]] to <8 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = getelementptr inbounds i16, i16* [[Y:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP4:%.*]] = bitcast i16* [[TMP3]] to <8 x i16>*
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <8 x i16>, <8 x i16>* [[TMP4]], align 2
+; CHECK-NEXT:    [[TMP5:%.*]] = sext <8 x i16> [[WIDE_LOAD1]] to <8 x i32>
+; CHECK-NEXT:    [[TMP6:%.*]] = mul nsw <8 x i32> [[TMP5]], [[TMP2]]
+; CHECK-NEXT:    [[TMP7:%.*]] = sext <8 x i32> [[TMP6]] to <8 x i64>
+; CHECK-NEXT:    [[TMP8:%.*]] = call i64 @llvm.vector.reduce.add.v8i64(<8 x i64> [[TMP7]])
+; CHECK-NEXT:    [[TMP9]] = add i64 [[TMP8]], [[VEC_PHI]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 8
+; CHECK-NEXT:    [[TMP10:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP10]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP16:!llvm.loop !.*]]
+; CHECK:       middle.block:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i32 [[N_VEC]], [[N]]
+; CHECK-NEXT:    br i1 [[CMP_N]], label [[FOR_COND_CLEANUP]], label [[SCALAR_PH]]
+; CHECK:       scalar.ph:
+; CHECK-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i32 [ [[N_VEC]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i64 [ [[TMP9]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    br label [[FOR_BODY:%.*]]
 ; CHECK:       for.body:
-; CHECK-NEXT:    [[I_012:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY:%.*]] ]
-; CHECK-NEXT:    [[R_011:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY]] ]
-; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i16, i16* [[X:%.*]], i32 [[I_012]]
-; CHECK-NEXT:    [[TMP0:%.*]] = load i16, i16* [[ARRAYIDX]], align 2
-; CHECK-NEXT:    [[CONV:%.*]] = sext i16 [[TMP0]] to i32
-; CHECK-NEXT:    [[ARRAYIDX1:%.*]] = getelementptr inbounds i16, i16* [[Y:%.*]], i32 [[I_012]]
-; CHECK-NEXT:    [[TMP1:%.*]] = load i16, i16* [[ARRAYIDX1]], align 2
-; CHECK-NEXT:    [[CONV2:%.*]] = sext i16 [[TMP1]] to i32
+; CHECK-NEXT:    [[I_012:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ [[BC_RESUME_VAL]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[R_011:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ [[BC_MERGE_RDX]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i16, i16* [[X]], i32 [[I_012]]
+; CHECK-NEXT:    [[TMP11:%.*]] = load i16, i16* [[ARRAYIDX]], align 2
+; CHECK-NEXT:    [[CONV:%.*]] = sext i16 [[TMP11]] to i32
+; CHECK-NEXT:    [[ARRAYIDX1:%.*]] = getelementptr inbounds i16, i16* [[Y]], i32 [[I_012]]
+; CHECK-NEXT:    [[TMP12:%.*]] = load i16, i16* [[ARRAYIDX1]], align 2
+; CHECK-NEXT:    [[CONV2:%.*]] = sext i16 [[TMP12]] to i32
 ; CHECK-NEXT:    [[MUL:%.*]] = mul nsw i32 [[CONV2]], [[CONV]]
 ; CHECK-NEXT:    [[CONV3:%.*]] = sext i32 [[MUL]] to i64
 ; CHECK-NEXT:    [[ADD]] = add nsw i64 [[R_011]], [[CONV3]]
 ; CHECK-NEXT:    [[INC]] = add nuw nsw i32 [[I_012]], 1
 ; CHECK-NEXT:    [[EXITCOND:%.*]] = icmp eq i32 [[INC]], [[N]]
-; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]]
+; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]], [[LOOP17:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
-; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY]] ], [ [[ADD]], [[FOR_BODY]] ]
+; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY:%.*]] ], [ [[ADD]], [[FOR_BODY]] ], [ [[TMP9]], [[MIDDLE_BLOCK]] ]
 ; CHECK-NEXT:    ret i64 [[R_0_LCSSA]]
 ;
 entry:
@@ -577,28 +724,61 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i64 %r.0.lcssa
 }
 
+; 8x to use VMLAL.u16
+; FIXME: 8x, TailPredicate, double-extended
 define i64 @mla_i8_i64(i8* nocapture readonly %x, i8* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i8_i64(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP10:%.*]] = icmp sgt i32 [[N:%.*]], 0
-; CHECK-NEXT:    br i1 [[CMP10]], label [[FOR_BODY:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK-NEXT:    br i1 [[CMP10]], label [[FOR_BODY_PREHEADER:%.*]], label [[FOR_COND_CLEANUP:%.*]]
+; CHECK:       for.body.preheader:
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i32 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label [[SCALAR_PH:%.*]], label [[VECTOR_PH:%.*]]
+; CHECK:       vector.ph:
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N]], -16
+; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
+; CHECK:       vector.body:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i64 [ 0, [[VECTOR_PH]] ], [ [[TMP9:%.*]], [[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i8, i8* [[X:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, <16 x i8>* [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = getelementptr inbounds i8, i8* [[Y:%.*]], i32 [[INDEX]]
+; CHECK-NEXT:    [[TMP4:%.*]] = bitcast i8* [[TMP3]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, <16 x i8>* [[TMP4]], align 1
+; CHECK-NEXT:    [[TMP5:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP6:%.*]] = mul nuw nsw <16 x i32> [[TMP5]], [[TMP2]]
+; CHECK-NEXT:    [[TMP7:%.*]] = zext <16 x i32> [[TMP6]] to <16 x i64>
+; CHECK-NEXT:    [[TMP8:%.*]] = call i64 @llvm.vector.reduce.add.v16i64(<16 x i64> [[TMP7]])
+; CHECK-NEXT:    [[TMP9]] = add i64 [[TMP8]], [[VEC_PHI]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP10:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP10]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP18:!llvm.loop !.*]]
+; CHECK:       middle.block:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i32 [[N_VEC]], [[N]]
+; CHECK-NEXT:    br i1 [[CMP_N]], label [[FOR_COND_CLEANUP]], label [[SCALAR_PH]]
+; CHECK:       scalar.ph:
+; CHECK-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i32 [ [[N_VEC]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i64 [ [[TMP9]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ]
+; CHECK-NEXT:    br label [[FOR_BODY:%.*]]
 ; CHECK:       for.body:
-; CHECK-NEXT:    [[I_012:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY:%.*]] ]
-; CHECK-NEXT:    [[R_011:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ 0, [[ENTRY]] ]
-; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i8, i8* [[X:%.*]], i32 [[I_012]]
-; CHECK-NEXT:    [[TMP0:%.*]] = load i8, i8* [[ARRAYIDX]], align 1
-; CHECK-NEXT:    [[CONV:%.*]] = zext i8 [[TMP0]] to i32
-; CHECK-NEXT:    [[ARRAYIDX1:%.*]] = getelementptr inbounds i8, i8* [[Y:%.*]], i32 [[I_012]]
-; CHECK-NEXT:    [[TMP1:%.*]] = load i8, i8* [[ARRAYIDX1]], align 1
-; CHECK-NEXT:    [[CONV2:%.*]] = zext i8 [[TMP1]] to i32
+; CHECK-NEXT:    [[I_012:%.*]] = phi i32 [ [[INC:%.*]], [[FOR_BODY]] ], [ [[BC_RESUME_VAL]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[R_011:%.*]] = phi i64 [ [[ADD:%.*]], [[FOR_BODY]] ], [ [[BC_MERGE_RDX]], [[SCALAR_PH]] ]
+; CHECK-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds i8, i8* [[X]], i32 [[I_012]]
+; CHECK-NEXT:    [[TMP11:%.*]] = load i8, i8* [[ARRAYIDX]], align 1
+; CHECK-NEXT:    [[CONV:%.*]] = zext i8 [[TMP11]] to i32
+; CHECK-NEXT:    [[ARRAYIDX1:%.*]] = getelementptr inbounds i8, i8* [[Y]], i32 [[I_012]]
+; CHECK-NEXT:    [[TMP12:%.*]] = load i8, i8* [[ARRAYIDX1]], align 1
+; CHECK-NEXT:    [[CONV2:%.*]] = zext i8 [[TMP12]] to i32
 ; CHECK-NEXT:    [[MUL:%.*]] = mul nuw nsw i32 [[CONV2]], [[CONV]]
 ; CHECK-NEXT:    [[CONV3:%.*]] = zext i32 [[MUL]] to i64
 ; CHECK-NEXT:    [[ADD]] = add nuw nsw i64 [[R_011]], [[CONV3]]
 ; CHECK-NEXT:    [[INC]] = add nuw nsw i32 [[I_012]], 1
 ; CHECK-NEXT:    [[EXITCOND:%.*]] = icmp eq i32 [[INC]], [[N]]
-; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]]
+; CHECK-NEXT:    br i1 [[EXITCOND]], label [[FOR_COND_CLEANUP]], label [[FOR_BODY]], [[LOOP19:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
-; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY]] ], [ [[ADD]], [[FOR_BODY]] ]
+; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i64 [ 0, [[ENTRY:%.*]] ], [ [[ADD]], [[FOR_BODY]] ], [ [[TMP9]], [[MIDDLE_BLOCK]] ]
 ; CHECK-NEXT:    ret i64 [[R_0_LCSSA]]
 ;
 entry:
@@ -626,6 +806,7 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i64 %r.0.lcssa
 }
 
+; 4x to use VMLA.u32
 define i32 @mla_i32_i32(i32* nocapture readonly %x, i32* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i32_i32(
 ; CHECK-NEXT:  entry:
@@ -651,7 +832,7 @@ define i32 @mla_i32_i32(i32* nocapture readonly %x, i32* nocapture readonly %y,
 ; CHECK-NEXT:    [[TMP7]] = add i32 [[TMP6]], [[VEC_PHI]]
 ; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
 ; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP8]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP7:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP8]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP20:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i32 [ 0, [[ENTRY:%.*]] ], [ [[TMP7]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i32 [[R_0_LCSSA]]
@@ -678,34 +859,35 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i32 %r.0.lcssa
 }
 
+; 8x to use VMLA.u16
 define i32 @mla_i16_i32(i16* nocapture readonly %x, i16* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i16_i32(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP9:%.*]] = icmp sgt i32 [[N:%.*]], 0
 ; CHECK-NEXT:    br i1 [[CMP9]], label [[VECTOR_PH:%.*]], label [[FOR_COND_CLEANUP:%.*]]
 ; CHECK:       vector.ph:
-; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 3
-; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -4
+; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 7
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -8
 ; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
 ; CHECK:       vector.body:
 ; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[TMP9:%.*]], [[VECTOR_BODY]] ]
-; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <4 x i1> @llvm.get.active.lane.mask.v4i1.i32(i32 [[INDEX]], i32 [[N]])
+; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <8 x i1> @llvm.get.active.lane.mask.v8i1.i32(i32 [[INDEX]], i32 [[N]])
 ; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i16, i16* [[X:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i16* [[TMP0]] to <4 x i16>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <4 x i16> @llvm.masked.load.v4i16.p0v4i16(<4 x i16>* [[TMP1]], i32 2, <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i16> poison)
-; CHECK-NEXT:    [[TMP2:%.*]] = sext <4 x i16> [[WIDE_MASKED_LOAD]] to <4 x i32>
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i16* [[TMP0]] to <8 x i16>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <8 x i16> @llvm.masked.load.v8i16.p0v8i16(<8 x i16>* [[TMP1]], i32 2, <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i16> poison)
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <8 x i16> [[WIDE_MASKED_LOAD]] to <8 x i32>
 ; CHECK-NEXT:    [[TMP3:%.*]] = getelementptr inbounds i16, i16* [[Y:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP4:%.*]] = bitcast i16* [[TMP3]] to <4 x i16>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <4 x i16> @llvm.masked.load.v4i16.p0v4i16(<4 x i16>* [[TMP4]], i32 2, <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i16> poison)
-; CHECK-NEXT:    [[TMP5:%.*]] = sext <4 x i16> [[WIDE_MASKED_LOAD1]] to <4 x i32>
-; CHECK-NEXT:    [[TMP6:%.*]] = mul nsw <4 x i32> [[TMP5]], [[TMP2]]
-; CHECK-NEXT:    [[TMP7:%.*]] = select <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i32> [[TMP6]], <4 x i32> zeroinitializer
-; CHECK-NEXT:    [[TMP8:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[TMP7]])
+; CHECK-NEXT:    [[TMP4:%.*]] = bitcast i16* [[TMP3]] to <8 x i16>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <8 x i16> @llvm.masked.load.v8i16.p0v8i16(<8 x i16>* [[TMP4]], i32 2, <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i16> poison)
+; CHECK-NEXT:    [[TMP5:%.*]] = sext <8 x i16> [[WIDE_MASKED_LOAD1]] to <8 x i32>
+; CHECK-NEXT:    [[TMP6:%.*]] = mul nsw <8 x i32> [[TMP5]], [[TMP2]]
+; CHECK-NEXT:    [[TMP7:%.*]] = select <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i32> [[TMP6]], <8 x i32> zeroinitializer
+; CHECK-NEXT:    [[TMP8:%.*]] = call i32 @llvm.vector.reduce.add.v8i32(<8 x i32> [[TMP7]])
 ; CHECK-NEXT:    [[TMP9]] = add i32 [[TMP8]], [[VEC_PHI]]
-; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 8
 ; CHECK-NEXT:    [[TMP10:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP10]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP8:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP10]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP21:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i32 [ 0, [[ENTRY:%.*]] ], [ [[TMP9]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i32 [[R_0_LCSSA]]
@@ -734,34 +916,35 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i32 %r.0.lcssa
 }
 
+; 16x to use VMLA.u8
 define i32 @mla_i8_i32(i8* nocapture readonly %x, i8* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i8_i32(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP9:%.*]] = icmp sgt i32 [[N:%.*]], 0
 ; CHECK-NEXT:    br i1 [[CMP9]], label [[VECTOR_PH:%.*]], label [[FOR_COND_CLEANUP:%.*]]
 ; CHECK:       vector.ph:
-; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 3
-; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -4
+; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -16
 ; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
 ; CHECK:       vector.body:
 ; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[TMP9:%.*]], [[VECTOR_BODY]] ]
-; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <4 x i1> @llvm.get.active.lane.mask.v4i1.i32(i32 [[INDEX]], i32 [[N]])
+; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <16 x i1> @llvm.get.active.lane.mask.v16i1.i32(i32 [[INDEX]], i32 [[N]])
 ; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i8, i8* [[X:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <4 x i8>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <4 x i8> @llvm.masked.load.v4i8.p0v4i8(<4 x i8>* [[TMP1]], i32 1, <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i8> poison)
-; CHECK-NEXT:    [[TMP2:%.*]] = zext <4 x i8> [[WIDE_MASKED_LOAD]] to <4 x i32>
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <16 x i8> @llvm.masked.load.v16i8.p0v16i8(<16 x i8>* [[TMP1]], i32 1, <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i8> poison)
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_MASKED_LOAD]] to <16 x i32>
 ; CHECK-NEXT:    [[TMP3:%.*]] = getelementptr inbounds i8, i8* [[Y:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP4:%.*]] = bitcast i8* [[TMP3]] to <4 x i8>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <4 x i8> @llvm.masked.load.v4i8.p0v4i8(<4 x i8>* [[TMP4]], i32 1, <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i8> poison)
-; CHECK-NEXT:    [[TMP5:%.*]] = zext <4 x i8> [[WIDE_MASKED_LOAD1]] to <4 x i32>
-; CHECK-NEXT:    [[TMP6:%.*]] = mul nuw nsw <4 x i32> [[TMP5]], [[TMP2]]
-; CHECK-NEXT:    [[TMP7:%.*]] = select <4 x i1> [[ACTIVE_LANE_MASK]], <4 x i32> [[TMP6]], <4 x i32> zeroinitializer
-; CHECK-NEXT:    [[TMP8:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[TMP7]])
+; CHECK-NEXT:    [[TMP4:%.*]] = bitcast i8* [[TMP3]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <16 x i8> @llvm.masked.load.v16i8.p0v16i8(<16 x i8>* [[TMP4]], i32 1, <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i8> poison)
+; CHECK-NEXT:    [[TMP5:%.*]] = zext <16 x i8> [[WIDE_MASKED_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP6:%.*]] = mul nuw nsw <16 x i32> [[TMP5]], [[TMP2]]
+; CHECK-NEXT:    [[TMP7:%.*]] = select <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i32> [[TMP6]], <16 x i32> zeroinitializer
+; CHECK-NEXT:    [[TMP8:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP7]])
 ; CHECK-NEXT:    [[TMP9]] = add i32 [[TMP8]], [[VEC_PHI]]
-; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 16
 ; CHECK-NEXT:    [[TMP10:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP10]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP9:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP10]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP22:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i32 [ 0, [[ENTRY:%.*]] ], [ [[TMP9]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i32 [[R_0_LCSSA]]
@@ -790,6 +973,7 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i32 %r.0.lcssa
 }
 
+; 8x to use VMLA.u16
 define signext i16 @mla_i16_i16(i16* nocapture readonly %x, i16* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i16_i16(
 ; CHECK-NEXT:  entry:
@@ -815,7 +999,7 @@ define signext i16 @mla_i16_i16(i16* nocapture readonly %x, i16* nocapture reado
 ; CHECK-NEXT:    [[TMP7]] = add i16 [[TMP6]], [[VEC_PHI]]
 ; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 8
 ; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP8]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP10:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP8]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP23:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i16 [ 0, [[ENTRY:%.*]] ], [ [[TMP7]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i16 [[R_0_LCSSA]]
@@ -842,34 +1026,35 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i16 %r.0.lcssa
 }
 
+; 16x to use VMLA.u8
 define signext i16 @mla_i8_i16(i8* nocapture readonly %x, i8* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i8_i16(
 ; CHECK-NEXT:  entry:
 ; CHECK-NEXT:    [[CMP11:%.*]] = icmp sgt i32 [[N:%.*]], 0
 ; CHECK-NEXT:    br i1 [[CMP11]], label [[VECTOR_PH:%.*]], label [[FOR_COND_CLEANUP:%.*]]
 ; CHECK:       vector.ph:
-; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 7
-; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -8
+; CHECK-NEXT:    [[N_RND_UP:%.*]] = add i32 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = and i32 [[N_RND_UP]], -16
 ; CHECK-NEXT:    br label [[VECTOR_BODY:%.*]]
 ; CHECK:       vector.body:
 ; CHECK-NEXT:    [[INDEX:%.*]] = phi i32 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi i16 [ 0, [[VECTOR_PH]] ], [ [[TMP9:%.*]], [[VECTOR_BODY]] ]
-; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <8 x i1> @llvm.get.active.lane.mask.v8i1.i32(i32 [[INDEX]], i32 [[N]])
+; CHECK-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = call <16 x i1> @llvm.get.active.lane.mask.v16i1.i32(i32 [[INDEX]], i32 [[N]])
 ; CHECK-NEXT:    [[TMP0:%.*]] = getelementptr inbounds i8, i8* [[X:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <8 x i8>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <8 x i8> @llvm.masked.load.v8i8.p0v8i8(<8 x i8>* [[TMP1]], i32 1, <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i8> poison)
-; CHECK-NEXT:    [[TMP2:%.*]] = zext <8 x i8> [[WIDE_MASKED_LOAD]] to <8 x i16>
+; CHECK-NEXT:    [[TMP1:%.*]] = bitcast i8* [[TMP0]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <16 x i8> @llvm.masked.load.v16i8.p0v16i8(<16 x i8>* [[TMP1]], i32 1, <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i8> poison)
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_MASKED_LOAD]] to <16 x i16>
 ; CHECK-NEXT:    [[TMP3:%.*]] = getelementptr inbounds i8, i8* [[Y:%.*]], i32 [[INDEX]]
-; CHECK-NEXT:    [[TMP4:%.*]] = bitcast i8* [[TMP3]] to <8 x i8>*
-; CHECK-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <8 x i8> @llvm.masked.load.v8i8.p0v8i8(<8 x i8>* [[TMP4]], i32 1, <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i8> poison)
-; CHECK-NEXT:    [[TMP5:%.*]] = zext <8 x i8> [[WIDE_MASKED_LOAD1]] to <8 x i16>
-; CHECK-NEXT:    [[TMP6:%.*]] = mul nuw <8 x i16> [[TMP5]], [[TMP2]]
-; CHECK-NEXT:    [[TMP7:%.*]] = select <8 x i1> [[ACTIVE_LANE_MASK]], <8 x i16> [[TMP6]], <8 x i16> zeroinitializer
-; CHECK-NEXT:    [[TMP8:%.*]] = call i16 @llvm.vector.reduce.add.v8i16(<8 x i16> [[TMP7]])
+; CHECK-NEXT:    [[TMP4:%.*]] = bitcast i8* [[TMP3]] to <16 x i8>*
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <16 x i8> @llvm.masked.load.v16i8.p0v16i8(<16 x i8>* [[TMP4]], i32 1, <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i8> poison)
+; CHECK-NEXT:    [[TMP5:%.*]] = zext <16 x i8> [[WIDE_MASKED_LOAD1]] to <16 x i16>
+; CHECK-NEXT:    [[TMP6:%.*]] = mul nuw <16 x i16> [[TMP5]], [[TMP2]]
+; CHECK-NEXT:    [[TMP7:%.*]] = select <16 x i1> [[ACTIVE_LANE_MASK]], <16 x i16> [[TMP6]], <16 x i16> zeroinitializer
+; CHECK-NEXT:    [[TMP8:%.*]] = call i16 @llvm.vector.reduce.add.v16i16(<16 x i16> [[TMP7]])
 ; CHECK-NEXT:    [[TMP9]] = add i16 [[TMP8]], [[VEC_PHI]]
-; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 8
+; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 16
 ; CHECK-NEXT:    [[TMP10:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP10]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP11:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP10]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP24:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i16 [ 0, [[ENTRY:%.*]] ], [ [[TMP9]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i16 [[R_0_LCSSA]]
@@ -898,6 +1083,7 @@ for.cond.cleanup:                                 ; preds = %for.body, %entry
   ret i16 %r.0.lcssa
 }
 
+; 16x to use VMLA.u8
 define zeroext i8 @mla_i8_i8(i8* nocapture readonly %x, i8* nocapture readonly %y, i32 %n) #0 {
 ; CHECK-LABEL: @mla_i8_i8(
 ; CHECK-NEXT:  entry:
@@ -923,7 +1109,7 @@ define zeroext i8 @mla_i8_i8(i8* nocapture readonly %x, i8* nocapture readonly %
 ; CHECK-NEXT:    [[TMP7]] = add i8 [[TMP6]], [[VEC_PHI]]
 ; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 16
 ; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP8]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP12:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP8]], label [[FOR_COND_CLEANUP]], label [[VECTOR_BODY]], [[LOOP25:!llvm.loop !.*]]
 ; CHECK:       for.cond.cleanup:
 ; CHECK-NEXT:    [[R_0_LCSSA:%.*]] = phi i8 [ 0, [[ENTRY:%.*]] ], [ [[TMP7]], [[VECTOR_BODY]] ]
 ; CHECK-NEXT:    ret i8 [[R_0_LCSSA]]
@@ -983,7 +1169,7 @@ define i32 @reduction_interleave_group(i32 %n, i32* %arr) #0 {
 ; CHECK-NEXT:    [[TMP10]] = add i32 [[TMP9]], [[TMP8]]
 ; CHECK-NEXT:    [[INDEX_NEXT]] = add i32 [[INDEX]], 4
 ; CHECK-NEXT:    [[TMP11:%.*]] = icmp eq i32 [[INDEX_NEXT]], [[N_VEC]]
-; CHECK-NEXT:    br i1 [[TMP11]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP13:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[TMP11]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[LOOP26:!llvm.loop !.*]]
 ; CHECK:       middle.block:
 ; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i32 [[TMP2]], [[N_VEC]]
 ; CHECK-NEXT:    br i1 [[CMP_N]], label [[EXIT]], label [[SCALAR_PH]]
@@ -1003,7 +1189,7 @@ define i32 @reduction_interleave_group(i32 %n, i32* %arr) #0 {
 ; CHECK-NEXT:    [[RED_2]] = add i32 [[RED_1]], [[L_1]]
 ; CHECK-NEXT:    [[IV_NEXT]] = add nuw nsw i32 [[IV]], 2
 ; CHECK-NEXT:    [[CMP:%.*]] = icmp slt i32 [[IV_NEXT]], [[N]]
-; CHECK-NEXT:    br i1 [[CMP]], label [[FOR_BODY]], label [[EXIT]], [[LOOP14:!llvm.loop !.*]]
+; CHECK-NEXT:    br i1 [[CMP]], label [[FOR_BODY]], label [[EXIT]], [[LOOP27:!llvm.loop !.*]]
 ; CHECK:       exit:
 ; CHECK-NEXT:    [[RET_LCSSA:%.*]] = phi i32 [ 0, [[ENTRY:%.*]] ], [ [[RED_2]], [[FOR_BODY]] ], [ [[TMP10]], [[MIDDLE_BLOCK]] ]
 ; CHECK-NEXT:    ret i32 [[RET_LCSSA]]


        


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