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

Jacob Crawley via llvm-commits llvm-commits at lists.llvm.org
Mon Jun 29 03:44:07 PDT 2026


================
@@ -0,0 +1,899 @@
+; NOTE: Assertions have been autogenerated by utils/update_test_checks.py UTC_ARGS: --check-globals none --filter-out-after "^scalar.ph" --version 6
+; RUN: opt -passes=loop-vectorize -enable-epilogue-vectorization=false -S < %s | FileCheck %s --check-prefixes=CHECK
+; RUN: opt -passes=loop-vectorize -enable-epilogue-vectorization=false -tail-folding-policy=must-fold-tail -S < %s | FileCheck %s --check-prefixes=CHECK-TAILFOLD
+
+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-LABEL: define i32 @pred_reduction(
+; CHECK-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0:[0-9]+]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP2:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 1
+; CHECK-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK:       [[VECTOR_BODY]]:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE4:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP4]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-NEXT:    [[TMP8:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[TMP8]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP8]], <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = 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-NEXT:    [[TMP10:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP11:%.*]] = select <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i32> [[TMP10]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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-NEXT:    [[TMP12:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP13:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP12]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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> [[TMP13]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-NEXT:    [[TMP14:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP14]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE4]], [[PARTIAL_REDUCE]]
+; CHECK-NEXT:    [[TMP15:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+; CHECK-TAILFOLD-LABEL: define i32 @pred_reduction(
+; CHECK-TAILFOLD-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0:[0-9]+]] {
+; CHECK-TAILFOLD-NEXT:  [[ENTRY:.*:]]
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_PH:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_PH]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-TAILFOLD-NEXT:    [[TMP1:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_ENTRY:%.*]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 0, i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_BODY]]:
+; CHECK-TAILFOLD-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = phi <vscale x 16 x i1> [ [[ACTIVE_LANE_MASK_ENTRY]], %[[VECTOR_PH]] ], [ [[ACTIVE_LANE_MASK_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[TMP2:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP2]], <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP3:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_MASKED_LOAD]], zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP4:%.*]] = select <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i1> [[TMP3]], <vscale x 16 x i1> zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP5:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP5]], <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP6:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP7:%.*]] = select <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i32> [[TMP6]], <vscale x 16 x i32> zeroinitializer
+; CHECK-TAILFOLD-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> [[TMP7]])
+; CHECK-TAILFOLD-NEXT:    [[INDEX_NEXT]] = add i64 [[INDEX]], [[TMP1]]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_NEXT]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 [[INDEX_NEXT]], i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    [[TMP9:%.*]] = extractelement <vscale x 16 x i1> [[ACTIVE_LANE_MASK_NEXT]], i64 0
+; CHECK-TAILFOLD-NEXT:    [[TMP10:%.*]] = xor i1 [[TMP9]], true
+; CHECK-TAILFOLD-NEXT:    br i1 [[TMP10]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]]
+; CHECK-TAILFOLD:       [[MIDDLE_BLOCK]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP11:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-TAILFOLD-NEXT:    br label %[[EXIT:.*]]
+; CHECK-TAILFOLD:       [[EXIT]]:
+; CHECK-TAILFOLD-NEXT:    ret i32 [[TMP11]]
+;
+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-LABEL: define i32 @pred_reduction_sext(
+; CHECK-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP2:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 1
+; CHECK-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK:       [[VECTOR_BODY]]:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE4:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP4]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-NEXT:    [[TMP8:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[TMP8]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP8]], <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = 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-NEXT:    [[TMP10:%.*]] = sext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP11:%.*]] = select <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i32> [[TMP10]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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-NEXT:    [[TMP12:%.*]] = sext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP13:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP12]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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> [[TMP13]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-NEXT:    [[TMP14:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP14]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE4]], [[PARTIAL_REDUCE]]
+; CHECK-NEXT:    [[TMP15:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+; CHECK-TAILFOLD-LABEL: define i32 @pred_reduction_sext(
+; CHECK-TAILFOLD-SAME: ptr [[SRC:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-TAILFOLD-NEXT:  [[ENTRY:.*:]]
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_PH:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_PH]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-TAILFOLD-NEXT:    [[TMP1:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_ENTRY:%.*]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 0, i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_BODY]]:
+; CHECK-TAILFOLD-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = phi <vscale x 16 x i1> [ [[ACTIVE_LANE_MASK_ENTRY]], %[[VECTOR_PH]] ], [ [[ACTIVE_LANE_MASK_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[TMP2:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP2]], <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP3:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_MASKED_LOAD]], zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP4:%.*]] = select <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i1> [[TMP3]], <vscale x 16 x i1> zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP5:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP5]], <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP6:%.*]] = sext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP7:%.*]] = select <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i32> [[TMP6]], <vscale x 16 x i32> zeroinitializer
+; CHECK-TAILFOLD-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> [[TMP7]])
+; CHECK-TAILFOLD-NEXT:    [[INDEX_NEXT]] = add i64 [[INDEX]], [[TMP1]]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_NEXT]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 [[INDEX_NEXT]], i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    [[TMP9:%.*]] = extractelement <vscale x 16 x i1> [[ACTIVE_LANE_MASK_NEXT]], i64 0
+; CHECK-TAILFOLD-NEXT:    [[TMP10:%.*]] = xor i1 [[TMP9]], true
+; CHECK-TAILFOLD-NEXT:    br i1 [[TMP10]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP3:![0-9]+]]
+; CHECK-TAILFOLD:       [[MIDDLE_BLOCK]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP11:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-TAILFOLD-NEXT:    br label %[[EXIT:.*]]
+; CHECK-TAILFOLD:       [[EXIT]]:
+; CHECK-TAILFOLD-NEXT:    ret i32 [[TMP11]]
+;
+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-LABEL: define i32 @pred_reduction_dotprod(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP2:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 1
+; CHECK-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK:       [[VECTOR_BODY]]:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE6:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP4]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-NEXT:    [[TMP8:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[TMP8]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP8]], <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = 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-NEXT:    [[TMP10:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP11:%.*]] = getelementptr i8, ptr [[TMP10]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD4:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP10]], <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD5:%.*]] = 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-NEXT:    [[TMP12:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP13:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD4]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP14:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP12]], [[TMP13]]
+; CHECK-NEXT:    [[TMP15:%.*]] = select <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i32> [[TMP14]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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> [[TMP15]])
+; CHECK-NEXT:    [[TMP16:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP17:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD5]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP18:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP16]], [[TMP17]]
+; CHECK-NEXT:    [[TMP19:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP18]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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> [[TMP19]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-NEXT:    [[TMP20:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP20]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE6]], [[PARTIAL_REDUCE]]
+; CHECK-NEXT:    [[TMP21:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+; CHECK-TAILFOLD-LABEL: define i32 @pred_reduction_dotprod(
+; CHECK-TAILFOLD-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-TAILFOLD-NEXT:  [[ENTRY:.*:]]
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_PH:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_PH]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-TAILFOLD-NEXT:    [[TMP1:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_ENTRY:%.*]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 0, i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_BODY]]:
+; CHECK-TAILFOLD-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = phi <vscale x 16 x i1> [ [[ACTIVE_LANE_MASK_ENTRY]], %[[VECTOR_PH]] ], [ [[ACTIVE_LANE_MASK_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[TMP2:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP2]], <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP3:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_MASKED_LOAD]], zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP4:%.*]] = select <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i1> [[TMP3]], <vscale x 16 x i1> zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP5:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP5]], <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD2:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP7:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP8:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD2]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP9:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP7]], [[TMP8]]
+; CHECK-TAILFOLD-NEXT:    [[TMP10:%.*]] = select <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i32> [[TMP9]], <vscale x 16 x i32> zeroinitializer
+; CHECK-TAILFOLD-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> [[TMP10]])
+; CHECK-TAILFOLD-NEXT:    [[INDEX_NEXT]] = add i64 [[INDEX]], [[TMP1]]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_NEXT]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 [[INDEX_NEXT]], i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    [[TMP12:%.*]] = extractelement <vscale x 16 x i1> [[ACTIVE_LANE_MASK_NEXT]], i64 0
+; CHECK-TAILFOLD-NEXT:    [[TMP13:%.*]] = xor i1 [[TMP12]], true
+; CHECK-TAILFOLD-NEXT:    br i1 [[TMP13]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]]
+; CHECK-TAILFOLD:       [[MIDDLE_BLOCK]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP14:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-TAILFOLD-NEXT:    br label %[[EXIT:.*]]
+; CHECK-TAILFOLD:       [[EXIT]]:
+; CHECK-TAILFOLD-NEXT:    ret i32 [[TMP14]]
+;
+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-LABEL: define i32 @pred_sub_reduction(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP2:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 1
+; CHECK-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK:       [[VECTOR_BODY]]:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE6:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP4]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-NEXT:    [[TMP8:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[TMP8]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP8]], <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = 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-NEXT:    [[TMP10:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP11:%.*]] = getelementptr i8, ptr [[TMP10]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD4:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP10]], <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD5:%.*]] = 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-NEXT:    [[TMP12:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP13:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD4]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP14:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP12]], [[TMP13]]
+; CHECK-NEXT:    [[TMP15:%.*]] = select <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i32> [[TMP14]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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> [[TMP15]])
+; CHECK-NEXT:    [[TMP16:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP17:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD5]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP18:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP16]], [[TMP17]]
+; CHECK-NEXT:    [[TMP19:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP18]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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> [[TMP19]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-NEXT:    [[TMP20:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP20]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP8:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE6]], [[PARTIAL_REDUCE]]
+; CHECK-NEXT:    [[TMP21:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-NEXT:    [[TMP22:%.*]] = sub i32 0, [[TMP21]]
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+; CHECK-TAILFOLD-LABEL: define i32 @pred_sub_reduction(
+; CHECK-TAILFOLD-SAME: ptr [[A:%.*]], ptr [[B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-TAILFOLD-NEXT:  [[ENTRY:.*:]]
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_PH:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_PH]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-TAILFOLD-NEXT:    [[TMP1:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_ENTRY:%.*]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 0, i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_BODY]]:
+; CHECK-TAILFOLD-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = phi <vscale x 16 x i1> [ [[ACTIVE_LANE_MASK_ENTRY]], %[[VECTOR_PH]] ], [ [[ACTIVE_LANE_MASK_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[TMP2:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP2]], <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP3:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_MASKED_LOAD]], zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP4:%.*]] = select <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i1> [[TMP3]], <vscale x 16 x i1> zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP5:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP5]], <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP6:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD2:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP6]], <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP7:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP8:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD2]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP9:%.*]] = mul nuw nsw <vscale x 16 x i32> [[TMP7]], [[TMP8]]
+; CHECK-TAILFOLD-NEXT:    [[TMP10:%.*]] = select <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i32> [[TMP9]], <vscale x 16 x i32> zeroinitializer
+; CHECK-TAILFOLD-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> [[TMP10]])
+; CHECK-TAILFOLD-NEXT:    [[INDEX_NEXT]] = add i64 [[INDEX]], [[TMP1]]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_NEXT]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 [[INDEX_NEXT]], i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    [[TMP12:%.*]] = extractelement <vscale x 16 x i1> [[ACTIVE_LANE_MASK_NEXT]], i64 0
+; CHECK-TAILFOLD-NEXT:    [[TMP13:%.*]] = xor i1 [[TMP12]], true
+; CHECK-TAILFOLD-NEXT:    br i1 [[TMP13]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP5:![0-9]+]]
+; CHECK-TAILFOLD:       [[MIDDLE_BLOCK]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP15:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-TAILFOLD-NEXT:    [[TMP14:%.*]] = sub i32 0, [[TMP15]]
+; CHECK-TAILFOLD-NEXT:    br label %[[EXIT:.*]]
+; CHECK-TAILFOLD:       [[EXIT]]:
+; CHECK-TAILFOLD-NEXT:    ret i32 [[TMP14]]
+;
+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
+}
+
+define i32 @chained_pred_reduction(ptr %src, ptr noalias %src_b, ptr %cond, i64 %N) #0 {
+; CHECK-LABEL: define i32 @chained_pred_reduction(
+; CHECK-SAME: ptr [[SRC:%.*]], ptr noalias [[SRC_B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP2:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 1
+; CHECK-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK:       [[VECTOR_BODY]]:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE8:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP4]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD]], zeroinitializer
+; CHECK-NEXT:    [[TMP7:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD2]], zeroinitializer
+; CHECK-NEXT:    [[TMP8:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP9:%.*]] = getelementptr i8, ptr [[TMP8]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP8]], <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD3:%.*]] = 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-NEXT:    [[TMP10:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP11:%.*]] = select <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i32> [[TMP10]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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-NEXT:    [[TMP12:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD3]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP13:%.*]] = select <vscale x 16 x i1> [[TMP7]], <vscale x 16 x i32> [[TMP12]], <vscale x 16 x i32> zeroinitializer
+; CHECK-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> [[TMP13]])
+; CHECK-NEXT:    [[TMP14:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC_B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP15:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP14]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_LOAD5:%.*]] = load <vscale x 16 x i8>, ptr [[TMP14]], align 1
+; CHECK-NEXT:    [[WIDE_LOAD6:%.*]] = load <vscale x 16 x i8>, ptr [[TMP15]], align 1
+; CHECK-NEXT:    [[TMP16:%.*]] = zext <vscale x 16 x i8> [[WIDE_LOAD5]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[PARTIAL_REDUCE7]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]], <vscale x 16 x i32> [[TMP16]])
+; CHECK-NEXT:    [[TMP17:%.*]] = zext <vscale x 16 x i8> [[WIDE_LOAD6]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[PARTIAL_REDUCE8]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[PARTIAL_REDUCE4]], <vscale x 16 x i32> [[TMP17]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-NEXT:    [[TMP18:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP18]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP10:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE8]], [[PARTIAL_REDUCE7]]
+; CHECK-NEXT:    [[TMP19:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+; CHECK-TAILFOLD-LABEL: define i32 @chained_pred_reduction(
+; CHECK-TAILFOLD-SAME: ptr [[SRC:%.*]], ptr noalias [[SRC_B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-TAILFOLD-NEXT:  [[ENTRY:.*:]]
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_PH:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_PH]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-TAILFOLD-NEXT:    [[TMP1:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_ENTRY:%.*]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 0, i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_BODY]]:
+; CHECK-TAILFOLD-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = phi <vscale x 16 x i1> [ [[ACTIVE_LANE_MASK_ENTRY]], %[[VECTOR_PH]] ], [ [[ACTIVE_LANE_MASK_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE3:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[TMP2:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP2]], <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP3:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_MASKED_LOAD]], zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP4:%.*]] = select <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i1> [[TMP3]], <vscale x 16 x i1> zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP5:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP5]], <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP6:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP7:%.*]] = select <vscale x 16 x i1> [[TMP4]], <vscale x 16 x i32> [[TMP6]], <vscale x 16 x i32> zeroinitializer
+; CHECK-TAILFOLD-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> [[TMP7]])
+; CHECK-TAILFOLD-NEXT:    [[TMP8:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC_B]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD2:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP8]], <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP9:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD2]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP10:%.*]] = select <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i32> [[TMP9]], <vscale x 16 x i32> zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[PARTIAL_REDUCE3]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]], <vscale x 16 x i32> [[TMP10]])
+; CHECK-TAILFOLD-NEXT:    [[INDEX_NEXT]] = add i64 [[INDEX]], [[TMP1]]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_NEXT]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 [[INDEX_NEXT]], i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    [[TMP11:%.*]] = extractelement <vscale x 16 x i1> [[ACTIVE_LANE_MASK_NEXT]], i64 0
+; CHECK-TAILFOLD-NEXT:    [[TMP12:%.*]] = xor i1 [[TMP11]], true
+; CHECK-TAILFOLD-NEXT:    br i1 [[TMP12]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]]
+; CHECK-TAILFOLD:       [[MIDDLE_BLOCK]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP13:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE3]])
+; CHECK-TAILFOLD-NEXT:    br label %[[EXIT:.*]]
+; CHECK-TAILFOLD:       [[EXIT]]:
+; CHECK-TAILFOLD-NEXT:    ret i32 [[TMP13]]
+;
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.inc ]
+  %sum = phi i32 [ 0, %entry ], [ %sum.2, %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 ]
+  %b.gep = getelementptr inbounds nuw i8, ptr %src_b, i64 %iv
+  %bval = load i8, ptr %b.gep, align 1
+  %bconv = zext i8 %bval to i32
+  %sum.2 = add nsw i32 %sum.1, %bconv
+  %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.2
+}
+
+define i32 @reduction_before_pred(ptr %src, ptr noalias %src_b, ptr %cond, i64 %N) #0 {
+; CHECK-LABEL: define i32 @reduction_before_pred(
+; CHECK-SAME: ptr [[SRC:%.*]], ptr noalias [[SRC_B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-NEXT:    [[TMP1:%.*]] = shl nuw nsw i64 [[TMP0]], 5
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], [[TMP1]]
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP2:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-NEXT:    [[TMP3:%.*]] = shl nuw i64 [[TMP2]], 1
+; CHECK-NEXT:    [[N_MOD_VF:%.*]] = urem i64 [[N]], [[TMP3]]
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]]
+; CHECK-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK:       [[VECTOR_BODY]]:
+; CHECK-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[VEC_PHI1:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE8:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC_B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP5:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP4]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <vscale x 16 x i8>, ptr [[TMP4]], align 1
+; CHECK-NEXT:    [[WIDE_LOAD2:%.*]] = load <vscale x 16 x i8>, ptr [[TMP5]], align 1
+; CHECK-NEXT:    [[TMP6:%.*]] = zext <vscale x 16 x i8> [[WIDE_LOAD]] to <vscale x 16 x i32>
+; CHECK-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> [[TMP6]])
+; CHECK-NEXT:    [[TMP7:%.*]] = zext <vscale x 16 x i8> [[WIDE_LOAD2]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[PARTIAL_REDUCE3:%.*]] = 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> [[TMP7]])
+; CHECK-NEXT:    [[TMP8:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP9:%.*]] = getelementptr inbounds nuw i8, ptr [[TMP8]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_LOAD4:%.*]] = load <vscale x 16 x i8>, ptr [[TMP8]], align 1
+; CHECK-NEXT:    [[WIDE_LOAD5:%.*]] = load <vscale x 16 x i8>, ptr [[TMP9]], align 1
+; CHECK-NEXT:    [[TMP10:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD4]], zeroinitializer
+; CHECK-NEXT:    [[TMP11:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_LOAD5]], zeroinitializer
+; CHECK-NEXT:    [[TMP12:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-NEXT:    [[TMP13:%.*]] = getelementptr i8, ptr [[TMP12]], i64 [[TMP2]]
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP12]], <vscale x 16 x i1> [[TMP10]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[WIDE_MASKED_LOAD6:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP13]], <vscale x 16 x i1> [[TMP11]], <vscale x 16 x i8> poison)
+; CHECK-NEXT:    [[TMP14:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP15:%.*]] = select <vscale x 16 x i1> [[TMP10]], <vscale x 16 x i32> [[TMP14]], <vscale x 16 x i32> zeroinitializer
+; CHECK-NEXT:    [[PARTIAL_REDUCE7]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]], <vscale x 16 x i32> [[TMP15]])
+; CHECK-NEXT:    [[TMP16:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD6]] to <vscale x 16 x i32>
+; CHECK-NEXT:    [[TMP17:%.*]] = select <vscale x 16 x i1> [[TMP11]], <vscale x 16 x i32> [[TMP16]], <vscale x 16 x i32> zeroinitializer
+; CHECK-NEXT:    [[PARTIAL_REDUCE8]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[PARTIAL_REDUCE3]], <vscale x 16 x i32> [[TMP17]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], [[TMP3]]
+; CHECK-NEXT:    [[TMP18:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP18]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP12:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[BIN_RDX:%.*]] = add <vscale x 4 x i32> [[PARTIAL_REDUCE8]], [[PARTIAL_REDUCE7]]
+; CHECK-NEXT:    [[TMP19:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[BIN_RDX]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+; CHECK-TAILFOLD-LABEL: define i32 @reduction_before_pred(
+; CHECK-TAILFOLD-SAME: ptr [[SRC:%.*]], ptr noalias [[SRC_B:%.*]], ptr [[COND:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-TAILFOLD-NEXT:  [[ENTRY:.*:]]
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_PH:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_PH]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP0:%.*]] = call i64 @llvm.vscale.i64()
+; CHECK-TAILFOLD-NEXT:    [[TMP1:%.*]] = shl nuw i64 [[TMP0]], 4
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_ENTRY:%.*]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 0, i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    br label %[[VECTOR_BODY:.*]]
+; CHECK-TAILFOLD:       [[VECTOR_BODY]]:
+; CHECK-TAILFOLD-NEXT:    [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK:%.*]] = phi <vscale x 16 x i1> [ [[ACTIVE_LANE_MASK_ENTRY]], %[[VECTOR_PH]] ], [ [[ACTIVE_LANE_MASK_NEXT:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[VEC_PHI:%.*]] = phi <vscale x 4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE3:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-TAILFOLD-NEXT:    [[TMP2:%.*]] = getelementptr inbounds nuw i8, ptr [[SRC_B]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP2]], <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP3:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-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> [[TMP3]])
+; CHECK-TAILFOLD-NEXT:    [[TMP4:%.*]] = getelementptr inbounds nuw i8, ptr [[COND]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD1:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP4]], <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP5:%.*]] = icmp ne <vscale x 16 x i8> [[WIDE_MASKED_LOAD1]], zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP6:%.*]] = select <vscale x 16 x i1> [[ACTIVE_LANE_MASK]], <vscale x 16 x i1> [[TMP5]], <vscale x 16 x i1> zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[TMP7:%.*]] = getelementptr i8, ptr [[SRC]], i64 [[INDEX]]
+; CHECK-TAILFOLD-NEXT:    [[WIDE_MASKED_LOAD2:%.*]] = call <vscale x 16 x i8> @llvm.masked.load.nxv16i8.p0(ptr align 1 [[TMP7]], <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i8> poison)
+; CHECK-TAILFOLD-NEXT:    [[TMP8:%.*]] = zext <vscale x 16 x i8> [[WIDE_MASKED_LOAD2]] to <vscale x 16 x i32>
+; CHECK-TAILFOLD-NEXT:    [[TMP9:%.*]] = select <vscale x 16 x i1> [[TMP6]], <vscale x 16 x i32> [[TMP8]], <vscale x 16 x i32> zeroinitializer
+; CHECK-TAILFOLD-NEXT:    [[PARTIAL_REDUCE3]] = call <vscale x 4 x i32> @llvm.vector.partial.reduce.add.nxv4i32.nxv16i32(<vscale x 4 x i32> [[PARTIAL_REDUCE]], <vscale x 16 x i32> [[TMP9]])
+; CHECK-TAILFOLD-NEXT:    [[INDEX_NEXT]] = add i64 [[INDEX]], [[TMP1]]
+; CHECK-TAILFOLD-NEXT:    [[ACTIVE_LANE_MASK_NEXT]] = call <vscale x 16 x i1> @llvm.get.active.lane.mask.nxv16i1.i64(i64 [[INDEX_NEXT]], i64 [[N]])
+; CHECK-TAILFOLD-NEXT:    [[TMP11:%.*]] = extractelement <vscale x 16 x i1> [[ACTIVE_LANE_MASK_NEXT]], i64 0
+; CHECK-TAILFOLD-NEXT:    [[TMP12:%.*]] = xor i1 [[TMP11]], true
+; CHECK-TAILFOLD-NEXT:    br i1 [[TMP12]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP7:![0-9]+]]
+; CHECK-TAILFOLD:       [[MIDDLE_BLOCK]]:
+; CHECK-TAILFOLD-NEXT:    [[TMP13:%.*]] = call i32 @llvm.vector.reduce.add.nxv4i32(<vscale x 4 x i32> [[PARTIAL_REDUCE3]])
+; CHECK-TAILFOLD-NEXT:    br label %[[EXIT:.*]]
+; CHECK-TAILFOLD:       [[EXIT]]:
+; CHECK-TAILFOLD-NEXT:    ret i32 [[TMP13]]
+;
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.inc ]
+  %sum = phi i32 [ 0, %entry ], [ %sum.2, %for.inc ]
+
+  %b.gep = getelementptr inbounds nuw i8, ptr %src_b, i64 %iv
+  %bval = load i8, ptr %b.gep, align 1
+  %bconv = zext i8 %bval to i32
+  %sum.1 = add nsw i32 %sum, %bconv
+
+  %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.1, %conv
+  br label %for.inc
+
+for.inc:
+  %sum.2 = phi i32 [ %sum.1, %for.body ], [ %add, %if.then ]
+  %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.2
+}
+
+; Negative test - expect not to generate a partial reduction as phi
+; has two update values
+define i32 @partial_reduce_if_else(ptr %a, ptr %b, ptr %cond, i64 %N) #0 {
+; CHECK-LABEL: define i32 @partial_reduce_if_else(
+; CHECK-NOT: llvm.vector.partial.reduce
+; CHECK: call i32 @llvm.vector.reduce.add
+;
+; CHECK-TAILFOLD-LABEL: define i32 @partial_reduce_if_else(
+; CHECK-TAILFOLD-NOT: llvm.vector.partial.reduce
+; CHECK-TAILFOLD: call i32 @llvm.vector.reduce.add
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.inc ]
+  %sum = phi i32 [ 0, %entry ], [ %sum.next, %for.inc ]
+
+  %arrayidx.cond = getelementptr inbounds nuw i8, ptr %cond, i64 %iv
+  %c = load i8, ptr %arrayidx.cond, align 1
+  %tobool.not = icmp eq i8 %c, 0
+  br i1 %tobool.not, label %if.else, label %if.then
+
+if.then:
+  %arrayidx.a = getelementptr inbounds nuw i8, ptr %a, i64 %iv
+  %aval = load i8, ptr %arrayidx.a, align 1
+  %a.ext = zext i8 %aval to i32
+  %add.a = add nsw i32 %sum, %a.ext
+  br label %for.inc
+
+if.else:
+  %arrayidx.b = getelementptr inbounds nuw i8, ptr %b, i64 %iv
+  %bval = load i8, ptr %arrayidx.b, align 1
+  %b.ext = zext i8 %bval to i32
+  %add.b = add nsw i32 %sum, %b.ext
+  br label %for.inc
+
+for.inc:
+  %sum.next = phi i32 [ %add.a, %if.then ], [ %add.b, %if.else ]
+  %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.next
+}
+
+; Negative test - expect not to generate the partial reduction as
+; there are more than two incomng values to the predicated phi.
+define i32 @partial_reduce_three_incoming(ptr %a, ptr %b, ptr %cond_a, ptr %cond_b, i64 %N) #0 {
+; CHECK-LABEL: define i32  @partial_reduce_three_incoming(
+; CHECK-NOT: llvm.vector.partial.reduce
+; CHECK: call i32 @llvm.vector.reduce.add
+;
+; CHECK-TAILFOLD-LABEL: define i32  @partial_reduce_three_incoming(
+; CHECK-TAILFOLD-NOT: llvm.vector.partial.reduce
+; CHECK-TAILFOLD: call i32 @llvm.vector.reduce.add
----------------
jacob-crawley wrote:

Added `UTC_ARGS: --disable` before the set of negatives tests with manual FileCheck so the auto generate script wont affect these tests if the others need to be updated. 

https://github.com/llvm/llvm-project/pull/194859


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