Index: lib/Transforms/Vectorize/SLPVectorizer.cpp
===================================================================
--- lib/Transforms/Vectorize/SLPVectorizer.cpp
+++ lib/Transforms/Vectorize/SLPVectorizer.cpp
@@ -1793,7 +1793,10 @@
   DEBUG(dbgs() << "SLP: Check whether the tree with height " <<
         VectorizableTree.size() << " is fully vectorizable .\n");
 
-  // We only handle trees of height 2.
+  // We only handle trees of heights 1 and 2.
+  if (VectorizableTree.size() == 1 && !VectorizableTree[0].NeedToGather)
+    return true;
+
   if (VectorizableTree.size() != 2)
     return false;
 
@@ -4167,7 +4170,8 @@
       Value *NextV = TreeN->getOperand(EdgeToVist);
       // We currently only allow BinaryOperator's and SelectInst's as reduction
       // values in our tree.
-      if (isa<BinaryOperator>(NextV) || isa<SelectInst>(NextV))
+      if (isa<BinaryOperator>(NextV) || isa<SelectInst>(NextV) ||
+          isa<LoadInst>(NextV))
         Stack.push_back(std::make_pair(cast<Instruction>(NextV), 0));
       else if (NextV != Phi)
         return false;
@@ -4571,8 +4575,10 @@
         if (BinaryOperator *BinOp =
                 dyn_cast<BinaryOperator>(RI->getOperand(0))) {
           DEBUG(dbgs() << "SLP: Found a return to vectorize.\n");
-          if (tryToVectorizePair(BinOp->getOperand(0),
-                                 BinOp->getOperand(1), R)) {
+          if (canMatchHorizontalReduction(nullptr, BinOp, R, TTI,
+                                          R.getMinVecRegSize()) ||
+              tryToVectorizePair(BinOp->getOperand(0), BinOp->getOperand(1),
+                                 R)) {
             Changed = true;
             it = BB->begin();
             e = BB->end();
Index: test/Transforms/SLPVectorizer/X86/reduction_unrolled.ll
===================================================================
--- /dev/null
+++ test/Transforms/SLPVectorizer/X86/reduction_unrolled.ll
@@ -0,0 +1,48 @@
+; NOTE: Assertions have been autogenerated by utils/update_test_checks.py
+; RUN: opt -slp-vectorizer -slp-vectorize-hor -S -mtriple=x86_64-unknown-linux-gnu -mcpu=bdver2 < %s | FileCheck %s
+
+; int test(unsigned int *p) {
+;   int sum = 0;
+;   for (int i = 0; i < 8; i++)
+;     sum += p[i];
+;   return sum;
+; }
+
+define i32 @test(i32* nocapture readonly %p) {
+; CHECK-LABEL: @test(
+; CHECK:         [[BC:%.*]] = bitcast i32* %p to <8 x i32>*
+; CHECK-NEXT:    [[LD:%.*]] = load <8 x i32>, <8 x i32>* [[BC]], align 4
+; CHECK:         [[RDX_SHUF:%.*]] = shufflevector <8 x i32> [[LD]], <8 x i32> undef, <8 x i32> <i32 4, i32 5, i32 6, i32 7, i32 undef, i32 undef, i32 undef, i32 undef>
+; CHECK-NEXT:    [[BIN_RDX:%.*]] = add <8 x i32> [[LD]], [[RDX_SHUF]]
+; CHECK-NEXT:    [[RDX_SHUF1:%.*]] = shufflevector <8 x i32> [[BIN_RDX]], <8 x i32> undef, <8 x i32> <i32 2, i32 3, i32 undef, i32 undef, i32 undef, i32 undef, i32 undef, i32 undef>
+; CHECK-NEXT:    [[BIN_RDX2:%.*]] = add <8 x i32> [[BIN_RDX]], [[RDX_SHUF1]]
+; CHECK-NEXT:    [[RDX_SHUF3:%.*]] = shufflevector <8 x i32> [[BIN_RDX2]], <8 x i32> undef, <8 x i32> <i32 1, i32 undef, i32 undef, i32 undef, i32 undef, i32 undef, i32 undef, i32 undef>
+; CHECK-NEXT:    [[BIN_RDX4:%.*]] = add <8 x i32> [[BIN_RDX2]], [[RDX_SHUF3]]
+; CHECK-NEXT:    [[TMP2:%.*]] = extractelement <8 x i32> [[BIN_RDX4]], i32 0
+; CHECK:         ret i32 [[TMP2]]
+;
+entry:
+  %0 = load i32, i32* %p, align 4
+  %arrayidx.1 = getelementptr inbounds i32, i32* %p, i64 1
+  %1 = load i32, i32* %arrayidx.1, align 4
+  %mul.18 = add i32 %1, %0
+  %arrayidx.2 = getelementptr inbounds i32, i32* %p, i64 2
+  %2 = load i32, i32* %arrayidx.2, align 4
+  %mul.29 = add i32 %2, %mul.18
+  %arrayidx.3 = getelementptr inbounds i32, i32* %p, i64 3
+  %3 = load i32, i32* %arrayidx.3, align 4
+  %mul.310 = add i32 %3, %mul.29
+  %arrayidx.4 = getelementptr inbounds i32, i32* %p, i64 4
+  %4 = load i32, i32* %arrayidx.4, align 4
+  %mul.411 = add i32 %4, %mul.310
+  %arrayidx.5 = getelementptr inbounds i32, i32* %p, i64 5
+  %5 = load i32, i32* %arrayidx.5, align 4
+  %mul.512 = add i32 %5, %mul.411
+  %arrayidx.6 = getelementptr inbounds i32, i32* %p, i64 6
+  %6 = load i32, i32* %arrayidx.6, align 4
+  %mul.613 = add i32 %6, %mul.512
+  %arrayidx.7 = getelementptr inbounds i32, i32* %p, i64 7
+  %7 = load i32, i32* %arrayidx.7, align 4
+  %mul.714 = add i32 %7, %mul.613
+  ret i32 %mul.714
+}