[llvm] [LV] Add tests for reductions of ext(mul) with narrow wrapping mul (NFC) (PR #228943)

Florian Hahn via llvm-commits llvm-commits at lists.llvm.org
Sun Oct 4 14:50:35 PDT 2026


https://github.com/fhahn created https://github.com/llvm/llvm-project/pull/228943

Add tests for partial reductions and in-loop multiply-accumulate reductions of ext(mul(ext(A), ext(B))) where the narrow mul may or may not wrap with respect to the extend kinds.

Some of those combinations are currently miscompiled.

https://alive2.llvm.org/ce/z/Ys8bNn

>From d261dfc97f4265c1d9656a15e89dee561e5a3caf Mon Sep 17 00:00:00 2001
From: Florian Hahn <flo at fhahn.com>
Date: Sun, 4 Oct 2026 15:50:33 +0100
Subject: [PATCH] [LV] Add tests for reductions of ext(mul) with narrow
 wrapping mul (NFC)

Add tests for partial reductions and in-loop multiply-accumulate
reductions of ext(mul(ext(A), ext(B))) where the narrow mul may or may
not wrap with respect to the extend kinds.

Some of those combinations are currently miscompiled.

https://alive2.llvm.org/ce/z/Ys8bNn
---
 .../inloop-mla-reduction-narrow-mul.ll        | 212 +++++
 .../AArch64/partial-reduce-narrow-mul.ll      | 618 ++++++++++++
 .../ARM/mve-reduction-mla-narrow-mul.ll       | 883 ++++++++++++++++++
 3 files changed, 1713 insertions(+)
 create mode 100644 llvm/test/Transforms/LoopVectorize/AArch64/inloop-mla-reduction-narrow-mul.ll
 create mode 100644 llvm/test/Transforms/LoopVectorize/AArch64/partial-reduce-narrow-mul.ll
 create mode 100644 llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-mla-narrow-mul.ll

diff --git a/llvm/test/Transforms/LoopVectorize/AArch64/inloop-mla-reduction-narrow-mul.ll b/llvm/test/Transforms/LoopVectorize/AArch64/inloop-mla-reduction-narrow-mul.ll
new file mode 100644
index 0000000000000..c89ea0e847258
--- /dev/null
+++ b/llvm/test/Transforms/LoopVectorize/AArch64/inloop-mla-reduction-narrow-mul.ll
@@ -0,0 +1,212 @@
+; 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 -prefer-inloop-reductions \
+; RUN:   -mattr=+neon,+dotprod -enable-epilogue-vectorization=false \
+; RUN:   -force-vector-interleave=1 -S %s | FileCheck %s
+
+target triple = "aarch64"
+
+; The i16 square of a zero-extended i8 can be negative, e.g. 200 * 200, so
+; the outer sext cannot be folded.
+define i32 @zext_i8_square_i16_sext_i32(ptr %a, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_square_i16_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0:[0-9]+]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i16
+  %mul = mul i16 %ext.a, %ext.a
+  %mul.ext = sext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i12 mul can wrap, e.g. 255 * 255.
+define i32 @zext_i8_mul_i12_zext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_mul_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i12
+  %mul = mul i12 %ext.a, %ext.b
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i16 mul cannot wrap.
+define i32 @zext_i8_mul_i16_zext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_mul_i16_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i16
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i16
+  %mul = mul i16 %ext.a, %ext.b
+  %mul.ext = zext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i16 square of a sign-extended i8 cannot wrap and is non-negative, so
+; the outer zext is equivalent to a sext.
+define i32 @sext_i8_square_i16_zext_i32(ptr %a, i64 %n) {
+; CHECK-LABEL: define i32 @sext_i8_square_i16_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP8:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i16
+  %mul = mul i16 %ext.a, %ext.a
+  %mul.ext = zext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
diff --git a/llvm/test/Transforms/LoopVectorize/AArch64/partial-reduce-narrow-mul.ll b/llvm/test/Transforms/LoopVectorize/AArch64/partial-reduce-narrow-mul.ll
new file mode 100644
index 0000000000000..01dc2357d9e43
--- /dev/null
+++ b/llvm/test/Transforms/LoopVectorize/AArch64/partial-reduce-narrow-mul.ll
@@ -0,0 +1,618 @@
+; 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 -mattr=+neon,+dotprod -force-vector-interleave=1 -S %s | FileCheck %s
+
+target triple = "aarch64"
+
+define i32 @zext_i8_mul_i12_zext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_mul_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0:[0-9]+]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i12
+  %mul = mul i12 %ext.a, %ext.b
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @sext_i8_mul_i12_sext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @sext_i8_mul_i12_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i12
+  %mul = mul i12 %ext.a, %ext.b
+  %mul.ext = sext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @zext_i8_square_i12_zext_i32(ptr %a, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_square_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP4:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP4]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP5:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %mul = mul i12 %ext.a, %ext.a
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @sext_i8_mul_nuw_i12_sext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @sext_i8_mul_nuw_i12_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul nuw <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP8:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i12
+  %mul = mul nuw i12 %ext.a, %ext.b
+  %mul.ext = sext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @zext_i8_mul_nuw_i12_zext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_mul_nuw_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul nuw <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP10:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i12
+  %mul = mul nuw i12 %ext.a, %ext.b
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @zext_i8_mul_nsw_i12_zext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_mul_nsw_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul nsw <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP12:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i12
+  %mul = mul nsw i12 %ext.a, %ext.b
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @sext_i8_mul_nsw_i12_sext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @sext_i8_mul_nsw_i12_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul nsw <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP14:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i12
+  %mul = mul nsw i12 %ext.a, %ext.b
+  %mul.ext = sext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @sext_i8_mul_i15_sext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @sext_i8_mul_i15_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP16:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i15
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i15
+  %mul = mul i15 %ext.a, %ext.b
+  %mul.ext = sext i15 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @sext_i8_mul_i16_sext_i32(ptr %a, ptr %b, i64 %n) {
+; CHECK-LABEL: define i32 @sext_i8_mul_i16_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP18:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i16
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i16
+  %mul = mul i16 %ext.a, %ext.b
+  %mul.ext = sext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @zext_i8_square_i16_zext_i32(ptr %a, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_square_i16_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP4:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP4]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP20:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP5:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i16
+  %mul = mul i16 %ext.a, %ext.a
+  %mul.ext = zext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @zext_i8_mul_const_i12_zext_i32(ptr %a, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_mul_const_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i12>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i12> [[TMP2]], splat (i12 255)
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i12> [[TMP3]] to <16 x i32>
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP4]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP5:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP5]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP22:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %mul = mul i12 %ext.a, 255
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+define i32 @zext_i8_mul_nuw_const_i12_zext_i32(ptr %a, i64 %n) {
+; CHECK-LABEL: define i32 @zext_i8_mul_nuw_const_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 <4 x i32> [ zeroinitializer, %[[VECTOR_PH]] ], [ [[PARTIAL_REDUCE:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i12>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul nuw <16 x i12> [[TMP2]], splat (i12 255)
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i12> [[TMP3]] to <16 x i32>
+; CHECK-NEXT:    [[PARTIAL_REDUCE]] = call <4 x i32> @llvm.vector.partial.reduce.add.v4i32.v16i32(<4 x i32> [[VEC_PHI]], <16 x i32> [[TMP4]])
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP5:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP5]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP24:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v4i32(<4 x i32> [[PARTIAL_REDUCE]])
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %mul = mul nuw i12 %ext.a, 255
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
diff --git a/llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-mla-narrow-mul.ll b/llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-mla-narrow-mul.ll
new file mode 100644
index 0000000000000..d244381c4862d
--- /dev/null
+++ b/llvm/test/Transforms/LoopVectorize/ARM/mve-reduction-mla-narrow-mul.ll
@@ -0,0 +1,883 @@
+; 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 -S %s | FileCheck %s
+
+target triple = "thumbv8.1m.main-none-unknown-eabi"
+
+; The i16 square of a zero-extended i8 can be negative, e.g. 200 * 200, so
+; the outer sext cannot be folded.
+define i32 @zext_i8_square_i16_sext_i32(ptr %a, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_square_i16_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0:[0-9]+]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i16
+  %mul = mul i16 %ext.a, %ext.a
+  %mul.ext = sext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i16 square cannot wrap due to nsw, so it is non-negative and the outer
+; sext is equivalent to a zext and could be folded.
+define i32 @zext_i8_square_nsw_i16_sext_i32(ptr %a, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_square_nsw_i16_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul nsw <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i16
+  %mul = mul nsw i16 %ext.a, %ext.a
+  %mul.ext = sext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i16 product of zero-extended i8 values can be negative, e.g. 200 * 200,
+; so the outer sext cannot be folded.
+define i32 @zext_i8_mul_i16_sext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_mul_i16_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 8
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 7
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP8:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <8 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <8 x i8> [[WIDE_LOAD]] to <8 x i16>
+; CHECK-NEXT:    [[TMP3:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <8 x i8>, ptr [[TMP3]], align 1
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <8 x i8> [[WIDE_LOAD1]] to <8 x i16>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <8 x i16> [[TMP2]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = sext <8 x i16> [[TMP5]] to <8 x i32>
+; CHECK-NEXT:    [[TMP7:%.*]] = call i32 @llvm.vector.reduce.add.v8i32(<8 x i32> [[TMP6]])
+; CHECK-NEXT:    [[TMP8]] = add i32 [[VEC_PHI]], [[TMP7]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 8
+; CHECK-NEXT:    [[TMP9:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP9]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i16
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i16
+  %mul = mul i16 %ext.a, %ext.b
+  %mul.ext = sext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i14 square can wrap, e.g. -128 * -128.
+define i32 @sext_i8_square_i14_zext_i32(ptr %a, i64 %n) #0 {
+; CHECK-LABEL: define i32 @sext_i8_square_i14_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP8:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i14
+  %mul = mul i14 %ext.a, %ext.a
+  %mul.ext = zext i14 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i14 square cannot wrap due to nsw, so it is non-negative and the outer
+; zext is equivalent to a sext.
+define i32 @sext_i8_square_nsw_i14_zext_i32(ptr %a, i64 %n) #0 {
+; CHECK-LABEL: define i32 @sext_i8_square_nsw_i14_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul nsw <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP10:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i14
+  %mul = mul nsw i14 %ext.a, %ext.a
+  %mul.ext = zext i14 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; nuw implies the sign-extended i8 is non-negative, so the i14 square cannot
+; wrap and the outer zext could be folded.
+define i32 @sext_i8_square_nuw_i14_zext_i32(ptr %a, i64 %n) #0 {
+; CHECK-LABEL: define i32 @sext_i8_square_nuw_i14_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul nuw <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP12:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i14
+  %mul = mul nuw i14 %ext.a, %ext.a
+  %mul.ext = zext i14 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i16 square of a sign-extended i8 cannot wrap and is non-negative, so
+; the outer zext is equivalent to a sext.
+define i32 @sext_i8_square_i16_zext_i32(ptr %a, i64 %n) #0 {
+; CHECK-LABEL: define i32 @sext_i8_square_i16_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP14:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i16
+  %mul = mul i16 %ext.a, %ext.a
+  %mul.ext = zext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i12 square can wrap, e.g. 255 * 255.
+define i32 @zext_i8_square_i12_zext_i32(ptr %a, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_square_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP16:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %mul = mul i12 %ext.a, %ext.a
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i12 mul can wrap, e.g. 255 * 255.
+define i32 @zext_i8_mul_i12_zext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_mul_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP18:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i12
+  %mul = mul i12 %ext.a, %ext.b
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i12 mul can wrap, e.g. -128 * -128.
+define i32 @sext_i8_mul_i12_sext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @sext_i8_mul_i12_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP20:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i12
+  %mul = mul i12 %ext.a, %ext.b
+  %mul.ext = sext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; nuw is not sufficient for sext, e.g. mul nuw i12 64, 32 is -2048.
+define i32 @sext_i8_mul_nuw_i12_sext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @sext_i8_mul_nuw_i12_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul nuw <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP22:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i12
+  %mul = mul nuw i12 %ext.a, %ext.b
+  %mul.ext = sext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i16 mul cannot wrap.
+define i32 @zext_i8_mul_i16_zext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_mul_i16_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP24:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i16
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i16
+  %mul = mul i16 %ext.a, %ext.b
+  %mul.ext = zext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i16 mul cannot wrap.
+define i32 @sext_i8_mul_i16_sext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @sext_i8_mul_i16_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP26:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i16
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i16
+  %mul = mul i16 %ext.a, %ext.b
+  %mul.ext = sext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i16 square cannot wrap.
+define i32 @zext_i8_square_i16_zext_i32(ptr %a, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_square_i16_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP5:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP3:%.*]] = mul <16 x i32> [[TMP2]], [[TMP2]]
+; CHECK-NEXT:    [[TMP4:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP3]])
+; CHECK-NEXT:    [[TMP5]] = add i32 [[VEC_PHI]], [[TMP4]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP6:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP6]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP28:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i16
+  %mul = mul i16 %ext.a, %ext.a
+  %mul.ext = zext i16 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i12 mul cannot wrap due to nuw.
+define i32 @zext_i8_mul_nuw_i12_zext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_mul_nuw_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul nuw <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP30:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i12
+  %mul = mul nuw i12 %ext.a, %ext.b
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i12 mul cannot wrap due to nsw, as the operands are non-negative.
+define i32 @zext_i8_mul_nsw_i12_zext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @zext_i8_mul_nsw_i12_zext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = zext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = zext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul nsw <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP32:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = zext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = zext i8 %load.b to i12
+  %mul = mul nsw i12 %ext.a, %ext.b
+  %mul.ext = zext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+; The i12 mul cannot wrap due to nsw.
+define i32 @sext_i8_mul_nsw_i12_sext_i32(ptr %a, ptr %b, i64 %n) #0 {
+; CHECK-LABEL: define i32 @sext_i8_mul_nsw_i12_sext_i32(
+; CHECK-SAME: ptr [[A:%.*]], ptr [[B:%.*]], i64 [[N:%.*]]) #[[ATTR0]] {
+; CHECK-NEXT:  [[ENTRY:.*:]]
+; CHECK-NEXT:    [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 16
+; CHECK-NEXT:    br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]]
+; CHECK:       [[VECTOR_PH]]:
+; CHECK-NEXT:    [[TMP0:%.*]] = and i64 [[N]], 15
+; CHECK-NEXT:    [[N_VEC:%.*]] = sub i64 [[N]], [[TMP0]]
+; 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 i32 [ 0, %[[VECTOR_PH]] ], [ [[TMP7:%.*]], %[[VECTOR_BODY]] ]
+; CHECK-NEXT:    [[TMP1:%.*]] = getelementptr i8, ptr [[A]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD:%.*]] = load <16 x i8>, ptr [[TMP1]], align 1
+; CHECK-NEXT:    [[TMP2:%.*]] = getelementptr i8, ptr [[B]], i64 [[INDEX]]
+; CHECK-NEXT:    [[WIDE_LOAD1:%.*]] = load <16 x i8>, ptr [[TMP2]], align 1
+; CHECK-NEXT:    [[TMP3:%.*]] = sext <16 x i8> [[WIDE_LOAD]] to <16 x i32>
+; CHECK-NEXT:    [[TMP4:%.*]] = sext <16 x i8> [[WIDE_LOAD1]] to <16 x i32>
+; CHECK-NEXT:    [[TMP5:%.*]] = mul nsw <16 x i32> [[TMP3]], [[TMP4]]
+; CHECK-NEXT:    [[TMP6:%.*]] = call i32 @llvm.vector.reduce.add.v16i32(<16 x i32> [[TMP5]])
+; CHECK-NEXT:    [[TMP7]] = add i32 [[VEC_PHI]], [[TMP6]]
+; CHECK-NEXT:    [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 16
+; CHECK-NEXT:    [[TMP8:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[TMP8]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP34:![0-9]+]]
+; CHECK:       [[MIDDLE_BLOCK]]:
+; CHECK-NEXT:    [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]]
+; CHECK-NEXT:    br i1 [[CMP_N]], [[EXIT:label %.*]], label %[[SCALAR_PH]]
+; CHECK:       [[SCALAR_PH]]:
+;
+entry:
+  br label %loop
+
+loop:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %loop ]
+  %acc = phi i32 [ 0, %entry ], [ %add, %loop ]
+  %gep.a = getelementptr i8, ptr %a, i64 %iv
+  %load.a = load i8, ptr %gep.a, align 1
+  %ext.a = sext i8 %load.a to i12
+  %gep.b = getelementptr i8, ptr %b, i64 %iv
+  %load.b = load i8, ptr %gep.b, align 1
+  %ext.b = sext i8 %load.b to i12
+  %mul = mul nsw i12 %ext.a, %ext.b
+  %mul.ext = sext i12 %mul to i32
+  %add = add i32 %acc, %mul.ext
+  %iv.next = add i64 %iv, 1
+  %ec = icmp eq i64 %iv.next, %n
+  br i1 %ec, label %exit, label %loop
+
+exit:
+  ret i32 %add
+}
+
+attributes #0 = { "target-features"="+mve" }



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