[llvm] [LV] Handle partial reductions with predication (PR #194859)

Jacob Crawley via llvm-commits llvm-commits at lists.llvm.org
Wed Apr 29 07:42:07 PDT 2026


https://github.com/jacob-crawley updated https://github.com/llvm/llvm-project/pull/194859

>From 2d09faacf6f2de17b0f9682e55904616f8a0604d Mon Sep 17 00:00:00 2001
From: Jacob Crawley <jacob.crawley at arm.com>
Date: Fri, 24 Apr 2026 14:49:09 +0000
Subject: [PATCH 1/2] [LV] Handle partial reductions with predication

Enables partial reductions to be used when a reduction is
gated by a condition inside a loop.

Previously when a loop contained a condition, this would introduce a
BLEND as the backedge of the phi, which prevented a partial
reduction from being used in a pattern where it would normally be
created.

This patch checks for a BLEND in the VPlan to determine whether
one of its operands can be transformed into a partial reduction.
---
 .../Transforms/Vectorize/VPlanTransforms.cpp  |  48 +
 llvm/lib/Transforms/Vectorize/VPlanUtils.cpp  |  26 +-
 .../AArch64/partial-reduce-with-predicate.ll  | 920 ++++++++++++++++++
 3 files changed, 982 insertions(+), 12 deletions(-)
 create mode 100644 llvm/test/Transforms/LoopVectorize/AArch64/partial-reduce-with-predicate.ll

diff --git a/llvm/lib/Transforms/Vectorize/VPlanTransforms.cpp b/llvm/lib/Transforms/Vectorize/VPlanTransforms.cpp
index 7eab86e8fd7ca..ea601f7c4e9d8 100644
--- a/llvm/lib/Transforms/Vectorize/VPlanTransforms.cpp
+++ b/llvm/lib/Transforms/Vectorize/VPlanTransforms.cpp
@@ -5974,6 +5974,28 @@ static void transformToPartialReduction(const VPPartialReductionChain &Chain,
   VPValue *ExitValue = cast_or_null<VPInstruction>(vputils::findUserOf(
       WidenRecipe,
       m_Select(m_VPValue(Cond), m_Specific(WidenRecipe), m_Specific(RdxPhi))));
+
+  // Look for a VPBlendRecipe user of the WidenRecipe. When the reduction is
+  // gated by an `if` in the loop body, the blend merges the updated value
+  // (WidenRecipe) and the unchanged phi value (RdxPhi).
+  if (!ExitValue) {
+    for (VPUser *U : WidenRecipe->users()) {
+      auto *Blend = dyn_cast<VPBlendRecipe>(cast<VPRecipeBase>(U));
+      if (!Blend || Blend->getNumIncomingValues() != 2)
+        continue;
+      VPValue *V0 = Blend->getIncomingValue(0);
+      VPValue *V1 = Blend->getIncomingValue(1);
+
+      if (V0 == WidenRecipe && V1 == RdxPhi || V1 == WidenRecipe && V0 == RdxPhi) {
+        // Use the mask of the WidenRecipe incoming as the reduction condition.
+        unsigned maskIdx = (V0 == WidenRecipe) ? 0 : 1;
+        Cond = Blend->getMask(maskIdx);
+        ExitValue = Blend;
+        break;
+      }
+    }
+  }
+
   bool IsLastInChain = RdxPhi->getBackedgeValue() == WidenRecipe ||
                        RdxPhi->getBackedgeValue() == ExitValue;
   assert((!ExitValue || IsLastInChain) &&
@@ -6202,6 +6224,19 @@ getScaledReductions(VPReductionPHIRecipe *RedPhiR, VPCostContext &CostCtx,
   VPValue *ExitValue = RdxResult->getOperand(0);
   match(ExitValue, m_Select(m_VPValue(), m_VPValue(ExitValue), m_VPValue()));
 
+  // Check for a reduction in the operand of a Blend.
+  if (auto *Blend = dyn_cast<VPBlendRecipe>(ExitValue)) {
+    if(Blend->getNumIncomingValues() == 2) {
+      VPValue *V0 = Blend->getIncomingValue(0);
+      VPValue *V1 = Blend->getIncomingValue(1);
+
+      if (V0 == RedPhiR)
+        ExitValue = V1;
+      if (V1 == RedPhiR)
+        ExitValue = V0;
+    }
+  }
+
   VPTypeAnalysis &TypeInfo = CostCtx.Types;
   SmallVector<VPPartialReductionChain> Chain;
   RecurKind RK = RedPhiR->getRecurrenceKind();
@@ -6331,6 +6366,19 @@ void VPlanTransforms::createPartialReductions(VPlan &Plan,
       auto UseIsValid = [&, RedPhiR = RedPhiR](VPUser *U) {
         if (auto *PhiR = dyn_cast<VPReductionPHIRecipe>(U))
           return PhiR == RedPhiR;
+
+        // Predicated reductions introduced by an 'if' inside the loop
+        // will be represented by a VPBlendRecipe with two incoming values,
+        // the reduction PHI and the reduction Bin Op.
+        if (auto *Blend = dyn_cast<VPBlendRecipe>(U)) {
+          if (Blend->getNumIncomingValues() != 2)
+            return false;
+
+          VPValue *V0 = Blend->getIncomingValue(0);
+          VPValue *V1 = Blend->getIncomingValue(1);
+          return (V0 == Chain.ReductionBinOp && V1 == RedPhiR) || (V1 == Chain.ReductionBinOp && V0 == RedPhiR);
+        }
+
         auto *R = cast<VPSingleDefRecipe>(U);
         return Chain.ScaleFactor == ScaledReductionMap.lookup_or(R, 0) ||
                match(R, m_ComputeReductionResult(
diff --git a/llvm/lib/Transforms/Vectorize/VPlanUtils.cpp b/llvm/lib/Transforms/Vectorize/VPlanUtils.cpp
index 0cb64b66e5ccd..05fbae5a3deef 100644
--- a/llvm/lib/Transforms/Vectorize/VPlanUtils.cpp
+++ b/llvm/lib/Transforms/Vectorize/VPlanUtils.cpp
@@ -747,16 +747,18 @@ VPInstruction *vputils::findCanonicalIVIncrement(VPlan &Plan) {
 /// Find the ComputeReductionResult recipe for \p PhiR, looking through selects
 /// inserted for predicated reductions or tail folding.
 VPInstruction *vputils::findComputeReductionResult(VPReductionPHIRecipe *PhiR) {
-  VPValue *BackedgeVal = PhiR->getBackedgeValue();
-  if (auto *Res = vputils::findUserOf<VPInstruction::ComputeReductionResult>(
-          BackedgeVal))
-    return Res;
-
-  // Look through selects inserted for tail folding or predicated reductions.
-  VPRecipeBase *SelR = vputils::findUserOf(
-      BackedgeVal, m_Select(m_VPValue(), m_VPValue(), m_VPValue()));
-  if (!SelR)
-    return nullptr;
-  return vputils::findUserOf<VPInstruction::ComputeReductionResult>(
-      cast<VPSingleDefRecipe>(SelR));
+   VPValue *BackedgeVal = PhiR->getBackedgeValue();
+   if (auto *Res = vputils::findUserOf<VPInstruction::ComputeReductionResult>(
+           BackedgeVal))
+     return Res;
+
+   // Look through selects inserted for tail folding or predicated reductions.
+   VPRecipeBase *SelR = vputils::findUserOf(
+       BackedgeVal, m_Select(m_VPValue(), m_VPValue(), m_VPValue()));
+   if (!SelR)
+     SelR = dyn_cast_or_null<VPBlendRecipe>(BackedgeVal->getDefiningRecipe());
+   if (!SelR)
+     return nullptr;
+   return vputils::findUserOf<VPInstruction::ComputeReductionResult>(
+       cast<VPSingleDefRecipe>(SelR));
 }
diff --git a/llvm/test/Transforms/LoopVectorize/AArch64/partial-reduce-with-predicate.ll b/llvm/test/Transforms/LoopVectorize/AArch64/partial-reduce-with-predicate.ll
new file mode 100644
index 0000000000000..7d53745b693d4
--- /dev/null
+++ b/llvm/test/Transforms/LoopVectorize/AArch64/partial-reduce-with-predicate.ll
@@ -0,0 +1,920 @@
+; NOTE: Assertions have been autogenerated by utils/update_test_checks.py UTC_ARGS: --check-globals none --version 6
+; RUN: opt -passes=loop-vectorize -force-vector-interleave=1 -enable-epilogue-vectorization=false -S < %s | FileCheck %s --check-prefixes=CHECK-INTERLEAVE1
+; RUN: opt -passes=loop-vectorize -enable-epilogue-vectorization=false -S < %s | FileCheck %s --check-prefixes=CHECK-INTERLEAVED
+; RUN: opt -passes=loop-vectorize -force-vector-interleave=1 -vectorizer-maximize-bandwidth -enable-epilogue-vectorization=false -S < %s | FileCheck %s --check-prefixes=CHECK-MAXBW
+
+target datalayout = "e-m:e-i8:8:32-i16:16:32-i64:64-i128:128-n32:64-S128"
+target triple = "aarch64-none-unknown-elf"
+
+define i32 @pred_reduction(ptr %src, ptr %cond, i64 %N) #0 {
+; CHECK-INTERLEAVE1-LABEL: define i32 @pred_reduction(
+; CHECK-INTERLEAVE1-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0:[0-9]+]] {
+; CHECK-INTERLEAVE1-NEXT:  [[FOR_BODY_PREHEADER:.*]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVE1-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 4
+; CHECK-INTERLEAVE1-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-INTERLEAVE1:       [[VECTOR_PH]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVE1-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-INTERLEAVE1-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-INTERLEAVE1-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-INTERLEAVE1:       [[VECTOR_BODY]]:
+; CHECK-INTERLEAVE1-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-INTERLEAVE1-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVE1-NEXT:    [[TMP7:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVE1-NEXT:    [[TMP8:%.*]] = select <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i32> [[TMP7]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVE1-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP8]])
+; CHECK-INTERLEAVE1-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP9:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[TMP9]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]]
+; CHECK-INTERLEAVE1:       [[MIDDLE_BLOCK]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP10:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-INTERLEAVE1-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[CMP_N]], label %[[FOR_COND_CLEANUP_LOOPEXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-INTERLEAVE1:       [[SCALAR_PH]]:
+; CHECK-INTERLEAVE1-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[FOR_BODY_PREHEADER]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP10]], %[[MIDDLE_BLOCK]] ], [ 0, %[[FOR_BODY_PREHEADER]] ]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[FOR_COND_CLEANUP:.*]]
+; CHECK-INTERLEAVE1:       [[FOR_COND_CLEANUP]]:
+; CHECK-INTERLEAVE1-NEXT:    [[INDVARS_IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[INDVARS_IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_08:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDVARS_IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP11:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[TMP11]], 0
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-INTERLEAVE1:       [[IF_THEN]]:
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC]], i64 [[INDVARS_IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP12:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[CONV:%.*]] = zext i8 [[TMP12]] to i32
+; CHECK-INTERLEAVE1-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM_08]], [[CONV]]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[FOR_INC]]
+; CHECK-INTERLEAVE1:       [[FOR_INC]]:
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM_08]], %[[FOR_COND_CLEANUP]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[INDVARS_IV_NEXT]] = add nuw nsw i64 [[INDVARS_IV]], 1
+; CHECK-INTERLEAVE1-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[INDVARS_IV_NEXT]], [[N]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[EXITCOND_NOT]], label %[[FOR_COND_CLEANUP_LOOPEXIT]], label %[[FOR_COND_CLEANUP]], !llvm.loop [[LOOP3:![0-9]+]]
+; CHECK-INTERLEAVE1:       [[FOR_COND_CLEANUP_LOOPEXIT]]:
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP10]], %[[MIDDLE_BLOCK]] ]
+; CHECK-INTERLEAVE1-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+; CHECK-INTERLEAVED-LABEL: define i32 @pred_reduction(
+; CHECK-INTERLEAVED-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0:[0-9]+]] {
+; CHECK-INTERLEAVED-NEXT:  [[FOR_BODY_PREHEADER:.*]]:
+; CHECK-INTERLEAVED-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVED-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-INTERLEAVED-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-INTERLEAVED:       [[VECTOR_PH]]:
+; CHECK-INTERLEAVED-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVED-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-INTERLEAVED-NEXT:    [[TMP4:%.*]] = shl nuw i64 [[TMP3]], 1
+; CHECK-INTERLEAVED-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP4]]
+; CHECK-INTERLEAVED-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-INTERLEAVED-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-INTERLEAVED:       [[VECTOR_BODY]]:
+; CHECK-INTERLEAVED-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE4:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP6:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP5]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP6]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[TMP8:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP10:%.*]] = getelementptr i8, ptr [[TMP9]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP9]], <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP10]], <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[TMP11:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP12:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP11]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP12]])
+; CHECK-INTERLEAVED-NEXT:    [[TMP13:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP14:%.*]] = select <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i32> [[TMP13]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[PARTIAL_REDUCE4]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI1]], <vscale x 16 x i32> [[TMP14]])
+; CHECK-INTERLEAVED-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP4]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP15:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[TMP15]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]]
+; CHECK-INTERLEAVED:       [[MIDDLE_BLOCK]]:
+; CHECK-INTERLEAVED-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE4]], [[PARTIAL_REDUCE]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP16:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-INTERLEAVED-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[CMP_N]], label %[[FOR_COND_CLEANUP_LOOPEXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-INTERLEAVED:       [[SCALAR_PH]]:
+; CHECK-INTERLEAVED-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[FOR_BODY_PREHEADER]] ]
+; CHECK-INTERLEAVED-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP16]], %[[MIDDLE_BLOCK]] ], [ 0, %[[FOR_BODY_PREHEADER]] ]
+; CHECK-INTERLEAVED-NEXT:    br label %[[FOR_COND_CLEANUP:.*]]
+; CHECK-INTERLEAVED:       [[FOR_COND_CLEANUP]]:
+; CHECK-INTERLEAVED-NEXT:    [[INDVARS_IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[INDVARS_IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-INTERLEAVED-NEXT:    [[SUM_08:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDVARS_IV]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP17:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[TMP17]], 0
+; CHECK-INTERLEAVED-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-INTERLEAVED:       [[IF_THEN]]:
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC]], i64 [[INDVARS_IV]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP18:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[CONV:%.*]] = zext i8 [[TMP18]] to i32
+; CHECK-INTERLEAVED-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM_08]], [[CONV]]
+; CHECK-INTERLEAVED-NEXT:    br label %[[FOR_INC]]
+; CHECK-INTERLEAVED:       [[FOR_INC]]:
+; CHECK-INTERLEAVED-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM_08]], %[[FOR_COND_CLEANUP]] ]
+; CHECK-INTERLEAVED-NEXT:    [[INDVARS_IV_NEXT]] = add nuw nsw i64 [[INDVARS_IV]], 1
+; CHECK-INTERLEAVED-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[INDVARS_IV_NEXT]], [[N]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[EXITCOND_NOT]], label %[[FOR_COND_CLEANUP_LOOPEXIT]], label %[[FOR_COND_CLEANUP]], !llvm.loop [[LOOP3:![0-9]+]]
+; CHECK-INTERLEAVED:       [[FOR_COND_CLEANUP_LOOPEXIT]]:
+; CHECK-INTERLEAVED-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP16]], %[[MIDDLE_BLOCK]] ]
+; CHECK-INTERLEAVED-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+; CHECK-MAXBW-LABEL: define i32 @pred_reduction(
+; CHECK-MAXBW-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0:[0-9]+]] {
+; CHECK-MAXBW-NEXT:  [[FOR_BODY_PREHEADER:.*]]:
+; CHECK-MAXBW-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-MAXBW-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 4
+; CHECK-MAXBW-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-MAXBW-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-MAXBW:       [[VECTOR_PH]]:
+; CHECK-MAXBW-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-MAXBW-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-MAXBW-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-MAXBW-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-MAXBW-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-MAXBW:       [[VECTOR_BODY]]:
+; CHECK-MAXBW-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-MAXBW-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-MAXBW-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-MAXBW-NEXT:    [[TMP7:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-MAXBW-NEXT:    [[TMP8:%.*]] = select <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i32> [[TMP7]], <vscale x 16 x i32> zeroinitializer
+; CHECK-MAXBW-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP8]])
+; CHECK-MAXBW-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-MAXBW-NEXT:    [[TMP9:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-MAXBW-NEXT:    br i1 [[TMP9]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]]
+; CHECK-MAXBW:       [[MIDDLE_BLOCK]]:
+; CHECK-MAXBW-NEXT:    [[TMP10:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-MAXBW-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-MAXBW-NEXT:    br i1 [[CMP_N]], label %[[FOR_COND_CLEANUP_LOOPEXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-MAXBW:       [[SCALAR_PH]]:
+; CHECK-MAXBW-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[FOR_BODY_PREHEADER]] ]
+; CHECK-MAXBW-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP10]], %[[MIDDLE_BLOCK]] ], [ 0, %[[FOR_BODY_PREHEADER]] ]
+; CHECK-MAXBW-NEXT:    br label %[[FOR_COND_CLEANUP:.*]]
+; CHECK-MAXBW:       [[FOR_COND_CLEANUP]]:
+; CHECK-MAXBW-NEXT:    [[INDVARS_IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[INDVARS_IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-MAXBW-NEXT:    [[SUM_08:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDVARS_IV]]
+; CHECK-MAXBW-NEXT:    [[TMP11:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-MAXBW-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[TMP11]], 0
+; CHECK-MAXBW-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-MAXBW:       [[IF_THEN]]:
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC]], i64 [[INDVARS_IV]]
+; CHECK-MAXBW-NEXT:    [[TMP12:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-MAXBW-NEXT:    [[CONV:%.*]] = zext i8 [[TMP12]] to i32
+; CHECK-MAXBW-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM_08]], [[CONV]]
+; CHECK-MAXBW-NEXT:    br label %[[FOR_INC]]
+; CHECK-MAXBW:       [[FOR_INC]]:
+; CHECK-MAXBW-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM_08]], %[[FOR_COND_CLEANUP]] ]
+; CHECK-MAXBW-NEXT:    [[INDVARS_IV_NEXT]] = add nuw nsw i64 [[INDVARS_IV]], 1
+; CHECK-MAXBW-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[INDVARS_IV_NEXT]], [[N]]
+; CHECK-MAXBW-NEXT:    br i1 [[EXITCOND_NOT]], label %[[FOR_COND_CLEANUP_LOOPEXIT]], label %[[FOR_COND_CLEANUP]], !llvm.loop [[LOOP3:![0-9]+]]
+; CHECK-MAXBW:       [[FOR_COND_CLEANUP_LOOPEXIT]]:
+; CHECK-MAXBW-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP10]], %[[MIDDLE_BLOCK]] ]
+; CHECK-MAXBW-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.inc ]
+  %sum = phi i32 [ 0, %entry ], [ %sum.1, %for.inc ]
+  %arrayidx = getelementptr inbounds nuw i8, ptr %cond, i64 %iv
+  %c = load i8, ptr %arrayidx, align 1
+  %tobool.not = icmp eq i8 %c, 0
+  br i1 %tobool.not, label %for.inc, label %if.then
+
+if.then:
+  %arrayidx2 = getelementptr inbounds nuw i8, ptr %src, i64 %iv
+  %val = load i8, ptr %arrayidx2, align 1
+  %conv = zext i8 %val to i32
+  %add = add nsw i32 %sum, %conv
+  br label %for.inc
+
+for.inc:
+  %sum.1 = phi i32 [ %add, %if.then ], [ %sum, %for.body ]
+  %iv.next = add nuw nsw i64 %iv, 1
+  %exitcond.not = icmp eq i64 %iv.next, %N
+  br i1 %exitcond.not, label %exit, label %for.body
+
+exit:
+  ret i32 %sum.1
+}
+
+define i32 @pred_reduction_sext(ptr %src, ptr %cond, i64 %N) #0 {
+; CHECK-INTERLEAVE1-LABEL: define i32 @pred_reduction_sext(
+; CHECK-INTERLEAVE1-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-INTERLEAVE1-NEXT:  [[ENTRY:.*]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVE1-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 4
+; CHECK-INTERLEAVE1-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-INTERLEAVE1:       [[VECTOR_PH]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVE1-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-INTERLEAVE1-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-INTERLEAVE1-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-INTERLEAVE1:       [[VECTOR_BODY]]:
+; CHECK-INTERLEAVE1-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-INTERLEAVE1-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVE1-NEXT:    [[TMP7:%.*]] = sext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVE1-NEXT:    [[TMP8:%.*]] = select <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i32> [[TMP7]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVE1-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP8]])
+; CHECK-INTERLEAVE1-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP9:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[TMP9]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]]
+; CHECK-INTERLEAVE1:       [[MIDDLE_BLOCK]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP10:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-INTERLEAVE1-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-INTERLEAVE1:       [[SCALAR_PH]]:
+; CHECK-INTERLEAVE1-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP10]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-INTERLEAVE1:       [[FOR_BODY]]:
+; CHECK-INTERLEAVE1-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-INTERLEAVE1:       [[IF_THEN]]:
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC]], i64 [[IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[VAL:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[CONV:%.*]] = sext i8 [[VAL]] to i32
+; CHECK-INTERLEAVE1-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM]], [[CONV]]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[FOR_INC]]
+; CHECK-INTERLEAVE1:       [[FOR_INC]]:
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-INTERLEAVE1-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP5:![0-9]+]]
+; CHECK-INTERLEAVE1:       [[EXIT]]:
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP10]], %[[MIDDLE_BLOCK]] ]
+; CHECK-INTERLEAVE1-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+; CHECK-INTERLEAVED-LABEL: define i32 @pred_reduction_sext(
+; CHECK-INTERLEAVED-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-INTERLEAVED-NEXT:  [[ENTRY:.*]]:
+; CHECK-INTERLEAVED-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVED-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-INTERLEAVED-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-INTERLEAVED:       [[VECTOR_PH]]:
+; CHECK-INTERLEAVED-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVED-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-INTERLEAVED-NEXT:    [[TMP4:%.*]] = shl nuw i64 [[TMP3]], 1
+; CHECK-INTERLEAVED-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP4]]
+; CHECK-INTERLEAVED-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-INTERLEAVED-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-INTERLEAVED:       [[VECTOR_BODY]]:
+; CHECK-INTERLEAVED-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE4:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP6:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP5]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP6]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[TMP8:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP10:%.*]] = getelementptr i8, ptr [[TMP9]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP9]], <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP10]], <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[TMP11:%.*]] = sext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP12:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP11]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP12]])
+; CHECK-INTERLEAVED-NEXT:    [[TMP13:%.*]] = sext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP14:%.*]] = select <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i32> [[TMP13]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[PARTIAL_REDUCE4]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI1]], <vscale x 16 x i32> [[TMP14]])
+; CHECK-INTERLEAVED-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP4]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP15:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[TMP15]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]]
+; CHECK-INTERLEAVED:       [[MIDDLE_BLOCK]]:
+; CHECK-INTERLEAVED-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE4]], [[PARTIAL_REDUCE]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP16:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-INTERLEAVED-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-INTERLEAVED:       [[SCALAR_PH]]:
+; CHECK-INTERLEAVED-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP16]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVED-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-INTERLEAVED:       [[FOR_BODY]]:
+; CHECK-INTERLEAVED-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-INTERLEAVED-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-INTERLEAVED-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-INTERLEAVED-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-INTERLEAVED:       [[IF_THEN]]:
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC]], i64 [[IV]]
+; CHECK-INTERLEAVED-NEXT:    [[VAL:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[CONV:%.*]] = sext i8 [[VAL]] to i32
+; CHECK-INTERLEAVED-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM]], [[CONV]]
+; CHECK-INTERLEAVED-NEXT:    br label %[[FOR_INC]]
+; CHECK-INTERLEAVED:       [[FOR_INC]]:
+; CHECK-INTERLEAVED-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-INTERLEAVED-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP5:![0-9]+]]
+; CHECK-INTERLEAVED:       [[EXIT]]:
+; CHECK-INTERLEAVED-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP16]], %[[MIDDLE_BLOCK]] ]
+; CHECK-INTERLEAVED-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+; CHECK-MAXBW-LABEL: define i32 @pred_reduction_sext(
+; CHECK-MAXBW-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-MAXBW-NEXT:  [[ENTRY:.*]]:
+; CHECK-MAXBW-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-MAXBW-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 4
+; CHECK-MAXBW-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-MAXBW-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-MAXBW:       [[VECTOR_PH]]:
+; CHECK-MAXBW-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-MAXBW-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-MAXBW-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-MAXBW-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-MAXBW-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-MAXBW:       [[VECTOR_BODY]]:
+; CHECK-MAXBW-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-MAXBW-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-MAXBW-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-MAXBW-NEXT:    [[TMP7:%.*]] = sext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-MAXBW-NEXT:    [[TMP8:%.*]] = select <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i32> [[TMP7]], <vscale x 16 x i32> zeroinitializer
+; CHECK-MAXBW-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP8]])
+; CHECK-MAXBW-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-MAXBW-NEXT:    [[TMP9:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-MAXBW-NEXT:    br i1 [[TMP9]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]]
+; CHECK-MAXBW:       [[MIDDLE_BLOCK]]:
+; CHECK-MAXBW-NEXT:    [[TMP10:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-MAXBW-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-MAXBW-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-MAXBW:       [[SCALAR_PH]]:
+; CHECK-MAXBW-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-MAXBW-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP10]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-MAXBW-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-MAXBW:       [[FOR_BODY]]:
+; CHECK-MAXBW-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-MAXBW-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-MAXBW-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-MAXBW-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-MAXBW-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-MAXBW:       [[IF_THEN]]:
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC]], i64 [[IV]]
+; CHECK-MAXBW-NEXT:    [[VAL:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-MAXBW-NEXT:    [[CONV:%.*]] = sext i8 [[VAL]] to i32
+; CHECK-MAXBW-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM]], [[CONV]]
+; CHECK-MAXBW-NEXT:    br label %[[FOR_INC]]
+; CHECK-MAXBW:       [[FOR_INC]]:
+; CHECK-MAXBW-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-MAXBW-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-MAXBW-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP5:![0-9]+]]
+; CHECK-MAXBW:       [[EXIT]]:
+; CHECK-MAXBW-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP10]], %[[MIDDLE_BLOCK]] ]
+; CHECK-MAXBW-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.inc ]
+  %sum = phi i32 [ 0, %entry ], [ %sum.1, %for.inc ]
+  %arrayidx = getelementptr inbounds nuw i8, ptr %cond, i64 %iv
+  %c = load i8, ptr %arrayidx, align 1
+  %tobool.not = icmp eq i8 %c, 0
+  br i1 %tobool.not, label %for.inc, label %if.then
+
+if.then:
+  %arrayidx2 = getelementptr inbounds nuw i8, ptr %src, i64 %iv
+  %val = load i8, ptr %arrayidx2, align 1
+  %conv = sext i8 %val to i32
+  %add = add nsw i32 %sum, %conv
+  br label %for.inc
+
+for.inc:
+  %sum.1 = phi i32 [ %add, %if.then ], [ %sum, %for.body ]
+  %iv.next = add nuw nsw i64 %iv, 1
+  %exitcond.not = icmp eq i64 %iv.next, %N
+  br i1 %exitcond.not, label %exit, label %for.body
+
+exit:
+  ret i32 %sum.1
+}
+
+define i32 @pred_reduction_dotprod(ptr %a, ptr %b, ptr %cond, i64 %N) #0 {
+; CHECK-INTERLEAVE1-LABEL: define i32 @pred_reduction_dotprod(
+; CHECK-INTERLEAVE1-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-INTERLEAVE1-NEXT:  [[ENTRY:.*]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVE1-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 4
+; CHECK-INTERLEAVE1-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-INTERLEAVE1:       [[VECTOR_PH]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVE1-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-INTERLEAVE1-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-INTERLEAVE1-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-INTERLEAVE1:       [[VECTOR_BODY]]:
+; CHECK-INTERLEAVE1-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-INTERLEAVE1-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVE1-NEXT:    [[TMP7:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP7]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVE1-NEXT:    [[TMP8:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVE1-NEXT:    [[TMP9:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVE1-NEXT:    [[TMP10:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP8]], [[TMP9]]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP11:%.*]] = select <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i32> [[TMP10]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVE1-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP11]])
+; CHECK-INTERLEAVE1-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP12:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[TMP12]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]]
+; CHECK-INTERLEAVE1:       [[MIDDLE_BLOCK]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP13:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-INTERLEAVE1-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-INTERLEAVE1:       [[SCALAR_PH]]:
+; CHECK-INTERLEAVE1-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP13]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-INTERLEAVE1:       [[FOR_BODY]]:
+; CHECK-INTERLEAVE1-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-INTERLEAVE1:       [[IF_THEN]]:
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[A]], i64 [[IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[VA:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX4:%.*]] = getelementptr inbounds nuw i8, ptr [[B]], i64 [[IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[VB:%.*]] = load i8, ptr [[ARRAYIDX4]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[CONV_A:%.*]] = zext i8 [[VA]] to i32
+; CHECK-INTERLEAVE1-NEXT:    [[CONV_B:%.*]] = zext i8 [[VB]] to i32
+; CHECK-INTERLEAVE1-NEXT:    [[MUL:%.*]] = mul nuw nsw i32 [[CONV_A]], [[CONV_B]]
+; CHECK-INTERLEAVE1-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM]], [[MUL]]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[FOR_INC]]
+; CHECK-INTERLEAVE1:       [[FOR_INC]]:
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-INTERLEAVE1-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP7:![0-9]+]]
+; CHECK-INTERLEAVE1:       [[EXIT]]:
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP13]], %[[MIDDLE_BLOCK]] ]
+; CHECK-INTERLEAVE1-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+; CHECK-INTERLEAVED-LABEL: define i32 @pred_reduction_dotprod(
+; CHECK-INTERLEAVED-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-INTERLEAVED-NEXT:  [[ENTRY:.*]]:
+; CHECK-INTERLEAVED-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVED-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-INTERLEAVED-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-INTERLEAVED:       [[VECTOR_PH]]:
+; CHECK-INTERLEAVED-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVED-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-INTERLEAVED-NEXT:    [[TMP4:%.*]] = shl nuw i64 [[TMP3]], 1
+; CHECK-INTERLEAVED-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP4]]
+; CHECK-INTERLEAVED-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-INTERLEAVED-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-INTERLEAVED:       [[VECTOR_BODY]]:
+; CHECK-INTERLEAVED-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE6:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP6:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP5]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP6]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[TMP8:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP10:%.*]] = getelementptr i8, ptr [[TMP9]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP9]], <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP10]], <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[TMP11:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP12:%.*]] = getelementptr i8, ptr [[TMP11]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD4:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP11]], <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD5:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP12]], <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[TMP13:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP14:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD4]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP15:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP13]], [[TMP14]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP16:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP15]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP16]])
+; CHECK-INTERLEAVED-NEXT:    [[TMP17:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP18:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD5]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP19:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP17]], [[TMP18]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP20:%.*]] = select <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i32> [[TMP19]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[PARTIAL_REDUCE6]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI1]], <vscale x 16 x i32> [[TMP20]])
+; CHECK-INTERLEAVED-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP4]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP21:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[TMP21]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]]
+; CHECK-INTERLEAVED:       [[MIDDLE_BLOCK]]:
+; CHECK-INTERLEAVED-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE6]], [[PARTIAL_REDUCE]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP22:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-INTERLEAVED-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-INTERLEAVED:       [[SCALAR_PH]]:
+; CHECK-INTERLEAVED-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP22]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVED-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-INTERLEAVED:       [[FOR_BODY]]:
+; CHECK-INTERLEAVED-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-INTERLEAVED-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-INTERLEAVED-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-INTERLEAVED-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-INTERLEAVED:       [[IF_THEN]]:
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[A]], i64 [[IV]]
+; CHECK-INTERLEAVED-NEXT:    [[VA:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX4:%.*]] = getelementptr inbounds nuw i8, ptr [[B]], i64 [[IV]]
+; CHECK-INTERLEAVED-NEXT:    [[VB:%.*]] = load i8, ptr [[ARRAYIDX4]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[CONV_A:%.*]] = zext i8 [[VA]] to i32
+; CHECK-INTERLEAVED-NEXT:    [[CONV_B:%.*]] = zext i8 [[VB]] to i32
+; CHECK-INTERLEAVED-NEXT:    [[MUL:%.*]] = mul nuw nsw i32 [[CONV_A]], [[CONV_B]]
+; CHECK-INTERLEAVED-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM]], [[MUL]]
+; CHECK-INTERLEAVED-NEXT:    br label %[[FOR_INC]]
+; CHECK-INTERLEAVED:       [[FOR_INC]]:
+; CHECK-INTERLEAVED-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-INTERLEAVED-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP7:![0-9]+]]
+; CHECK-INTERLEAVED:       [[EXIT]]:
+; CHECK-INTERLEAVED-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP22]], %[[MIDDLE_BLOCK]] ]
+; CHECK-INTERLEAVED-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+; CHECK-MAXBW-LABEL: define i32 @pred_reduction_dotprod(
+; CHECK-MAXBW-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-MAXBW-NEXT:  [[ENTRY:.*]]:
+; CHECK-MAXBW-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-MAXBW-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 4
+; CHECK-MAXBW-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-MAXBW-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-MAXBW:       [[VECTOR_PH]]:
+; CHECK-MAXBW-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-MAXBW-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-MAXBW-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-MAXBW-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-MAXBW-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-MAXBW:       [[VECTOR_BODY]]:
+; CHECK-MAXBW-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-MAXBW-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-MAXBW-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-MAXBW-NEXT:    [[TMP7:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP7]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-MAXBW-NEXT:    [[TMP8:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-MAXBW-NEXT:    [[TMP9:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-MAXBW-NEXT:    [[TMP10:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP8]], [[TMP9]]
+; CHECK-MAXBW-NEXT:    [[TMP11:%.*]] = select <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i32> [[TMP10]], <vscale x 16 x i32> zeroinitializer
+; CHECK-MAXBW-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP11]])
+; CHECK-MAXBW-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-MAXBW-NEXT:    [[TMP12:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-MAXBW-NEXT:    br i1 [[TMP12]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]]
+; CHECK-MAXBW:       [[MIDDLE_BLOCK]]:
+; CHECK-MAXBW-NEXT:    [[TMP13:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-MAXBW-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-MAXBW-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-MAXBW:       [[SCALAR_PH]]:
+; CHECK-MAXBW-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-MAXBW-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP13]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-MAXBW-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-MAXBW:       [[FOR_BODY]]:
+; CHECK-MAXBW-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-MAXBW-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-MAXBW-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-MAXBW-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-MAXBW-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-MAXBW:       [[IF_THEN]]:
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[A]], i64 [[IV]]
+; CHECK-MAXBW-NEXT:    [[VA:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX4:%.*]] = getelementptr inbounds nuw i8, ptr [[B]], i64 [[IV]]
+; CHECK-MAXBW-NEXT:    [[VB:%.*]] = load i8, ptr [[ARRAYIDX4]], align 1
+; CHECK-MAXBW-NEXT:    [[CONV_A:%.*]] = zext i8 [[VA]] to i32
+; CHECK-MAXBW-NEXT:    [[CONV_B:%.*]] = zext i8 [[VB]] to i32
+; CHECK-MAXBW-NEXT:    [[MUL:%.*]] = mul nuw nsw i32 [[CONV_A]], [[CONV_B]]
+; CHECK-MAXBW-NEXT:    [[ADD:%.*]] = add nsw i32 [[SUM]], [[MUL]]
+; CHECK-MAXBW-NEXT:    br label %[[FOR_INC]]
+; CHECK-MAXBW:       [[FOR_INC]]:
+; CHECK-MAXBW-NEXT:    [[SUM_1]] = phi i32 [ [[ADD]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-MAXBW-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-MAXBW-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP7:![0-9]+]]
+; CHECK-MAXBW:       [[EXIT]]:
+; CHECK-MAXBW-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP13]], %[[MIDDLE_BLOCK]] ]
+; CHECK-MAXBW-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.inc ]
+  %sum = phi i32 [ 0, %entry ], [ %sum.1, %for.inc ]
+  %arrayidx = getelementptr inbounds nuw i8, ptr %cond, i64 %iv
+  %c = load i8, ptr %arrayidx, align 1
+  %tobool.not = icmp eq i8 %c, 0
+  br i1 %tobool.not, label %for.inc, label %if.then
+
+if.then:
+  %arrayidx2 = getelementptr inbounds nuw i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %arrayidx2, align 1
+  %arrayidx4 = getelementptr inbounds nuw i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %arrayidx4, align 1
+  %ext.a = zext i8 %load.a to i32
+  %ext.b = zext i8 %load.b to i32
+  %mul = mul nuw nsw i32 %ext.a, %ext.b
+  %add = add nsw i32 %sum, %mul
+  br label %for.inc
+
+for.inc:
+  %sum.1 = phi i32 [ %add, %if.then ], [ %sum, %for.body ]
+  %iv.next = add nuw nsw i64 %iv, 1
+  %exitcond.not = icmp eq i64 %iv.next, %N
+  br i1 %exitcond.not, label %exit, label %for.body
+
+exit:
+  ret i32 %sum.1
+}
+
+define i32 @pred_sub_reduction(ptr %a, ptr %b, ptr %cond, i64 %N) #0 {
+; CHECK-INTERLEAVE1-LABEL: define i32 @pred_sub_reduction(
+; CHECK-INTERLEAVE1-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-INTERLEAVE1-NEXT:  [[ENTRY:.*]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVE1-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 4
+; CHECK-INTERLEAVE1-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-INTERLEAVE1:       [[VECTOR_PH]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVE1-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-INTERLEAVE1-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-INTERLEAVE1-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-INTERLEAVE1:       [[VECTOR_BODY]]:
+; CHECK-INTERLEAVE1-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-INTERLEAVE1-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVE1-NEXT:    [[TMP7:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-INTERLEAVE1-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP7]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVE1-NEXT:    [[TMP8:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVE1-NEXT:    [[TMP9:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVE1-NEXT:    [[TMP10:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP8]], [[TMP9]]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP11:%.*]] = select <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i32> [[TMP10]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVE1-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP11]])
+; CHECK-INTERLEAVE1-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-INTERLEAVE1-NEXT:    [[TMP12:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[TMP12]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP8:![0-9]+]]
+; CHECK-INTERLEAVE1:       [[MIDDLE_BLOCK]]:
+; CHECK-INTERLEAVE1-NEXT:    [[TMP13:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-INTERLEAVE1-NEXT:    [[TMP14:%.*]] = sub i32 0, [[TMP13]]
+; CHECK-INTERLEAVE1-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-INTERLEAVE1:       [[SCALAR_PH]]:
+; CHECK-INTERLEAVE1-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP14]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-INTERLEAVE1:       [[FOR_BODY]]:
+; CHECK-INTERLEAVE1-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-INTERLEAVE1:       [[IF_THEN]]:
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[A]], i64 [[IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[LOAD_A:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[ARRAYIDX4:%.*]] = getelementptr inbounds nuw i8, ptr [[B]], i64 [[IV]]
+; CHECK-INTERLEAVE1-NEXT:    [[LOAD_B:%.*]] = load i8, ptr [[ARRAYIDX4]], align 1
+; CHECK-INTERLEAVE1-NEXT:    [[EXT_A:%.*]] = zext i8 [[LOAD_A]] to i32
+; CHECK-INTERLEAVE1-NEXT:    [[EXT_B:%.*]] = zext i8 [[LOAD_B]] to i32
+; CHECK-INTERLEAVE1-NEXT:    [[MUL:%.*]] = mul nuw nsw i32 [[EXT_A]], [[EXT_B]]
+; CHECK-INTERLEAVE1-NEXT:    [[SUB:%.*]] = sub nsw i32 [[SUM]], [[MUL]]
+; CHECK-INTERLEAVE1-NEXT:    br label %[[FOR_INC]]
+; CHECK-INTERLEAVE1:       [[FOR_INC]]:
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_1]] = phi i32 [ [[SUB]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-INTERLEAVE1-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-INTERLEAVE1-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-INTERLEAVE1-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP9:![0-9]+]]
+; CHECK-INTERLEAVE1:       [[EXIT]]:
+; CHECK-INTERLEAVE1-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP14]], %[[MIDDLE_BLOCK]] ]
+; CHECK-INTERLEAVE1-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+; CHECK-INTERLEAVED-LABEL: define i32 @pred_sub_reduction(
+; CHECK-INTERLEAVED-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-INTERLEAVED-NEXT:  [[ENTRY:.*]]:
+; CHECK-INTERLEAVED-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVED-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-INTERLEAVED-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-INTERLEAVED:       [[VECTOR_PH]]:
+; CHECK-INTERLEAVED-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-INTERLEAVED-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-INTERLEAVED-NEXT:    [[TMP4:%.*]] = shl nuw i64 [[TMP3]], 1
+; CHECK-INTERLEAVED-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP4]]
+; CHECK-INTERLEAVED-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-INTERLEAVED-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-INTERLEAVED:       [[VECTOR_BODY]]:
+; CHECK-INTERLEAVED-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE6:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP6:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP5]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP6]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[TMP8:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP10:%.*]] = getelementptr i8, ptr [[TMP9]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP9]], <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP10]], <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[TMP11:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP12:%.*]] = getelementptr i8, ptr [[TMP11]], i64 [[TMP3]]
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD4:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP11]], <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[WIDE_MASKED_LOAD5:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP12]], <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i8> poison)
+; CHECK-INTERLEAVED-NEXT:    [[TMP13:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP14:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD4]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP15:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP13]], [[TMP14]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP16:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP15]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP16]])
+; CHECK-INTERLEAVED-NEXT:    [[TMP17:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP18:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD5]] to <vscale x 16 x i32>
+; CHECK-INTERLEAVED-NEXT:    [[TMP19:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP17]], [[TMP18]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP20:%.*]] = select <vscale x 16 x i1> [[TMP8]], <vscale x 16 x i32> [[TMP19]], <vscale x 16 x i32> zeroinitializer
+; CHECK-INTERLEAVED-NEXT:    [[PARTIAL_REDUCE6]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI1]], <vscale x 16 x i32> [[TMP20]])
+; CHECK-INTERLEAVED-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP4]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP21:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[TMP21]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP8:![0-9]+]]
+; CHECK-INTERLEAVED:       [[MIDDLE_BLOCK]]:
+; CHECK-INTERLEAVED-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE6]], [[PARTIAL_REDUCE]]
+; CHECK-INTERLEAVED-NEXT:    [[TMP22:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-INTERLEAVED-NEXT:    [[TMP23:%.*]] = sub i32 0, [[TMP22]]
+; CHECK-INTERLEAVED-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-INTERLEAVED:       [[SCALAR_PH]]:
+; CHECK-INTERLEAVED-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP23]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-INTERLEAVED-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-INTERLEAVED:       [[FOR_BODY]]:
+; CHECK-INTERLEAVED-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-INTERLEAVED-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-INTERLEAVED-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-INTERLEAVED-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-INTERLEAVED:       [[IF_THEN]]:
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[A]], i64 [[IV]]
+; CHECK-INTERLEAVED-NEXT:    [[LOAD_A:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[ARRAYIDX4:%.*]] = getelementptr inbounds nuw i8, ptr [[B]], i64 [[IV]]
+; CHECK-INTERLEAVED-NEXT:    [[LOAD_B:%.*]] = load i8, ptr [[ARRAYIDX4]], align 1
+; CHECK-INTERLEAVED-NEXT:    [[EXT_A:%.*]] = zext i8 [[LOAD_A]] to i32
+; CHECK-INTERLEAVED-NEXT:    [[EXT_B:%.*]] = zext i8 [[LOAD_B]] to i32
+; CHECK-INTERLEAVED-NEXT:    [[MUL:%.*]] = mul nuw nsw i32 [[EXT_A]], [[EXT_B]]
+; CHECK-INTERLEAVED-NEXT:    [[SUB:%.*]] = sub nsw i32 [[SUM]], [[MUL]]
+; CHECK-INTERLEAVED-NEXT:    br label %[[FOR_INC]]
+; CHECK-INTERLEAVED:       [[FOR_INC]]:
+; CHECK-INTERLEAVED-NEXT:    [[SUM_1]] = phi i32 [ [[SUB]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-INTERLEAVED-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-INTERLEAVED-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-INTERLEAVED-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP9:![0-9]+]]
+; CHECK-INTERLEAVED:       [[EXIT]]:
+; CHECK-INTERLEAVED-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP23]], %[[MIDDLE_BLOCK]] ]
+; CHECK-INTERLEAVED-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+; CHECK-MAXBW-LABEL: define i32 @pred_sub_reduction(
+; CHECK-MAXBW-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-MAXBW-NEXT:  [[ENTRY:.*]]:
+; CHECK-MAXBW-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-MAXBW-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 4
+; CHECK-MAXBW-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-MAXBW-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK-MAXBW:       [[VECTOR_PH]]:
+; CHECK-MAXBW-NEXT:    [[TMP2:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-MAXBW-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 4
+; CHECK-MAXBW-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-MAXBW-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-MAXBW-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-MAXBW:       [[VECTOR_BODY]]:
+; CHECK-MAXBW-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-MAXBW-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-MAXBW-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-MAXBW-NEXT:    [[TMP7:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-MAXBW-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP7]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i8> poison)
+; CHECK-MAXBW-NEXT:    [[TMP8:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-MAXBW-NEXT:    [[TMP9:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-MAXBW-NEXT:    [[TMP10:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP8]], [[TMP9]]
+; CHECK-MAXBW-NEXT:    [[TMP11:%.*]] = select <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i32> [[TMP10]], <vscale x 16 x i32> zeroinitializer
+; CHECK-MAXBW-NEXT:    [[PARTIAL_REDUCE]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[VEC_PHI]], <vscale x 16 x i32> [[TMP11]])
+; CHECK-MAXBW-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-MAXBW-NEXT:    [[TMP12:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-MAXBW-NEXT:    br i1 [[TMP12]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP8:![0-9]+]]
+; CHECK-MAXBW:       [[MIDDLE_BLOCK]]:
+; CHECK-MAXBW-NEXT:    [[TMP13:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-MAXBW-NEXT:    [[TMP14:%.*]] = sub i32 0, [[TMP13]]
+; CHECK-MAXBW-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-MAXBW-NEXT:    br i1 [[CMP_N]], label %[[EXIT:.*]], label %[[SCALAR_PH]]
+; CHECK-MAXBW:       [[SCALAR_PH]]:
+; CHECK-MAXBW-NEXT:    [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-MAXBW-NEXT:    [[BC_MERGE_RDX:%.*]] = phi i32 [ [[TMP14]], %[[MIDDLE_BLOCK]] ], [ 0, %[[ENTRY]] ]
+; CHECK-MAXBW-NEXT:    br label %[[FOR_BODY:.*]]
+; CHECK-MAXBW:       [[FOR_BODY]]:
+; CHECK-MAXBW-NEXT:    [[IV:%.*]] = phi i64 [ [[BC_RESUME_VAL]], %[[SCALAR_PH]] ], [ [[IV_NEXT:%.*]], %[[FOR_INC:.*]] ]
+; CHECK-MAXBW-NEXT:    [[SUM:%.*]] = phi i32 [ [[BC_MERGE_RDX]], %[[SCALAR_PH]] ], [ [[SUM_1:%.*]], %[[FOR_INC]] ]
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[IV]]
+; CHECK-MAXBW-NEXT:    [[C:%.*]] = load i8, ptr [[ARRAYIDX]], align 1
+; CHECK-MAXBW-NEXT:    [[TOBOOL_NOT:%.*]] = icmp eq i8 [[C]], 0
+; CHECK-MAXBW-NEXT:    br i1 [[TOBOOL_NOT]], label %[[FOR_INC]], label %[[IF_THEN:.*]]
+; CHECK-MAXBW:       [[IF_THEN]]:
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX2:%.*]] = getelementptr inbounds nuw i8, ptr [[A]], i64 [[IV]]
+; CHECK-MAXBW-NEXT:    [[LOAD_A:%.*]] = load i8, ptr [[ARRAYIDX2]], align 1
+; CHECK-MAXBW-NEXT:    [[ARRAYIDX4:%.*]] = getelementptr inbounds nuw i8, ptr [[B]], i64 [[IV]]
+; CHECK-MAXBW-NEXT:    [[LOAD_B:%.*]] = load i8, ptr [[ARRAYIDX4]], align 1
+; CHECK-MAXBW-NEXT:    [[EXT_A:%.*]] = zext i8 [[LOAD_A]] to i32
+; CHECK-MAXBW-NEXT:    [[EXT_B:%.*]] = zext i8 [[LOAD_B]] to i32
+; CHECK-MAXBW-NEXT:    [[MUL:%.*]] = mul nuw nsw i32 [[EXT_A]], [[EXT_B]]
+; CHECK-MAXBW-NEXT:    [[SUB:%.*]] = sub nsw i32 [[SUM]], [[MUL]]
+; CHECK-MAXBW-NEXT:    br label %[[FOR_INC]]
+; CHECK-MAXBW:       [[FOR_INC]]:
+; CHECK-MAXBW-NEXT:    [[SUM_1]] = phi i32 [ [[SUB]], %[[IF_THEN]] ], [ [[SUM]], %[[FOR_BODY]] ]
+; CHECK-MAXBW-NEXT:    [[IV_NEXT]] = add nuw nsw i64 [[IV]], 1
+; CHECK-MAXBW-NEXT:    [[EXITCOND_NOT:%.*]] = icmp eq i64 [[IV_NEXT]], [[N]]
+; CHECK-MAXBW-NEXT:    br i1 [[EXITCOND_NOT]], label %[[EXIT]], label %[[FOR_BODY]], !llvm.loop [[LOOP9:![0-9]+]]
+; CHECK-MAXBW:       [[EXIT]]:
+; CHECK-MAXBW-NEXT:    [[SUM_1_LCSSA:%.*]] = phi i32 [ [[SUM_1]], %[[FOR_INC]] ], [ [[TMP14]], %[[MIDDLE_BLOCK]] ]
+; CHECK-MAXBW-NEXT:    ret i32 [[SUM_1_LCSSA]]
+;
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.inc ]
+  %sum = phi i32 [ 0, %entry ], [ %sum.1, %for.inc ]
+  %arrayidx = getelementptr inbounds nuw i8, ptr %cond, i64 %iv
+  %c = load i8, ptr %arrayidx, align 1
+  %tobool.not = icmp eq i8 %c, 0
+  br i1 %tobool.not, label %for.inc, label %if.then
+
+if.then:
+  %arrayidx2 = getelementptr inbounds nuw i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %arrayidx2, align 1
+  %arrayidx4 = getelementptr inbounds nuw i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %arrayidx4, align 1
+  %ext.a = zext i8 %load.a to i32
+  %ext.b = zext i8 %load.b to i32
+  %mul = mul nuw nsw i32 %ext.a, %ext.b
+  %sub = sub nsw i32 %sum, %mul
+  br label %for.inc
+
+for.inc:
+  %sum.1 = phi i32 [ %sub, %if.then ], [ %sum, %for.body ]
+  %iv.next = add nuw nsw i64 %iv, 1
+  %exitcond.not = icmp eq i64 %iv.next, %N
+  br i1 %exitcond.not, label %exit, label %for.body
+
+exit:
+  ret i32 %sum.1
+}
+
+attributes #0 = { vscale_range(1,16) "target-features"="+sve" }

>From 2121c2c14a7c3a8b8e57c4da7ee92c436e7c4c6f Mon Sep 17 00:00:00 2001
From: Jacob Crawley <jacob.crawley at arm.com>
Date: Wed, 29 Apr 2026 13:41:03 +0000
Subject: [PATCH 2/2] update formatting

---
 .../Transforms/Vectorize/VPlanTransforms.cpp  |  8 ++++--
 llvm/lib/Transforms/Vectorize/VPlanUtils.cpp  | 28 +++++++++----------
 2 files changed, 19 insertions(+), 17 deletions(-)

diff --git a/llvm/lib/Transforms/Vectorize/VPlanTransforms.cpp b/llvm/lib/Transforms/Vectorize/VPlanTransforms.cpp
index ea601f7c4e9d8..a290e3e4103a6 100644
--- a/llvm/lib/Transforms/Vectorize/VPlanTransforms.cpp
+++ b/llvm/lib/Transforms/Vectorize/VPlanTransforms.cpp
@@ -5986,7 +5986,8 @@ static void transformToPartialReduction(const VPPartialReductionChain &Chain,
       VPValue *V0 = Blend->getIncomingValue(0);
       VPValue *V1 = Blend->getIncomingValue(1);
 
-      if (V0 == WidenRecipe && V1 == RdxPhi || V1 == WidenRecipe && V0 == RdxPhi) {
+      if (V0 == WidenRecipe && V1 == RdxPhi ||
+          V1 == WidenRecipe && V0 == RdxPhi) {
         // Use the mask of the WidenRecipe incoming as the reduction condition.
         unsigned maskIdx = (V0 == WidenRecipe) ? 0 : 1;
         Cond = Blend->getMask(maskIdx);
@@ -6226,7 +6227,7 @@ getScaledReductions(VPReductionPHIRecipe *RedPhiR, VPCostContext &CostCtx,
 
   // Check for a reduction in the operand of a Blend.
   if (auto *Blend = dyn_cast<VPBlendRecipe>(ExitValue)) {
-    if(Blend->getNumIncomingValues() == 2) {
+    if (Blend->getNumIncomingValues() == 2) {
       VPValue *V0 = Blend->getIncomingValue(0);
       VPValue *V1 = Blend->getIncomingValue(1);
 
@@ -6376,7 +6377,8 @@ void VPlanTransforms::createPartialReductions(VPlan &Plan,
 
           VPValue *V0 = Blend->getIncomingValue(0);
           VPValue *V1 = Blend->getIncomingValue(1);
-          return (V0 == Chain.ReductionBinOp && V1 == RedPhiR) || (V1 == Chain.ReductionBinOp && V0 == RedPhiR);
+          return (V0 == Chain.ReductionBinOp && V1 == RedPhiR) ||
+                 (V1 == Chain.ReductionBinOp && V0 == RedPhiR);
         }
 
         auto *R = cast<VPSingleDefRecipe>(U);
diff --git a/llvm/lib/Transforms/Vectorize/VPlanUtils.cpp b/llvm/lib/Transforms/Vectorize/VPlanUtils.cpp
index 05fbae5a3deef..b0cf5a9529a57 100644
--- a/llvm/lib/Transforms/Vectorize/VPlanUtils.cpp
+++ b/llvm/lib/Transforms/Vectorize/VPlanUtils.cpp
@@ -747,18 +747,18 @@ VPInstruction *vputils::findCanonicalIVIncrement(VPlan &Plan) {
 /// Find the ComputeReductionResult recipe for \p PhiR, looking through selects
 /// inserted for predicated reductions or tail folding.
 VPInstruction *vputils::findComputeReductionResult(VPReductionPHIRecipe *PhiR) {
-   VPValue *BackedgeVal = PhiR->getBackedgeValue();
-   if (auto *Res = vputils::findUserOf<VPInstruction::ComputeReductionResult>(
-           BackedgeVal))
-     return Res;
-
-   // Look through selects inserted for tail folding or predicated reductions.
-   VPRecipeBase *SelR = vputils::findUserOf(
-       BackedgeVal, m_Select(m_VPValue(), m_VPValue(), m_VPValue()));
-   if (!SelR)
-     SelR = dyn_cast_or_null<VPBlendRecipe>(BackedgeVal->getDefiningRecipe());
-   if (!SelR)
-     return nullptr;
-   return vputils::findUserOf<VPInstruction::ComputeReductionResult>(
-       cast<VPSingleDefRecipe>(SelR));
+  VPValue *BackedgeVal = PhiR->getBackedgeValue();
+  if (auto *Res = vputils::findUserOf<VPInstruction::ComputeReductionResult>(
+          BackedgeVal))
+    return Res;
+
+  // Look through selects inserted for tail folding or predicated reductions.
+  VPRecipeBase *SelR = vputils::findUserOf(
+      BackedgeVal, m_Select(m_VPValue(), m_VPValue(), m_VPValue()));
+  if (!SelR)
+    SelR = dyn_cast_or_null<VPBlendRecipe>(BackedgeVal->getDefiningRecipe());
+  if (!SelR)
+    return nullptr;
+  return vputils::findUserOf<VPInstruction::ComputeReductionResult>(
+      cast<VPSingleDefRecipe>(SelR));
 }



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