diff --git a/llvm/lib/Target/NVPTX/NVPTXTargetTransformInfo.cpp b/llvm/lib/Target/NVPTX/NVPTXTargetTransformInfo.cpp
index 241b145f7196..232148d2f8a3 100644
--- a/llvm/lib/Target/NVPTX/NVPTXTargetTransformInfo.cpp
+++ b/llvm/lib/Target/NVPTX/NVPTXTargetTransformInfo.cpp
@@ -117,3 +117,9 @@ unsigned NVPTXTTIImpl::getArithmeticInstrCost(
                                          Opd1PropInfo, Opd2PropInfo);
   }
 }
+
+unsigned NVPTXTTIImpl::getNumberOfRegisters(bool Vector) {
+  if (Vector)
+    return 0;
+  return BaseT::getNumberOfRegisters(Vector);
+}
diff --git a/llvm/lib/Target/NVPTX/NVPTXTargetTransformInfo.h b/llvm/lib/Target/NVPTX/NVPTXTargetTransformInfo.h
index c8a855ae8b0a..18c9fa985aeb 100644
--- a/llvm/lib/Target/NVPTX/NVPTXTargetTransformInfo.h
+++ b/llvm/lib/Target/NVPTX/NVPTXTargetTransformInfo.h
@@ -58,6 +58,8 @@ public:
       TTI::OperandValueKind Opd2Info = TTI::OK_AnyValue,
       TTI::OperandValueProperties Opd1PropInfo = TTI::OP_None,
       TTI::OperandValueProperties Opd2PropInfo = TTI::OP_None);
+
+  unsigned getNumberOfRegisters(bool Vector);
 };
 
 } // end namespace llvm
diff --git a/llvm/test/CodeGen/NVPTX/loop-vectorize.ll b/llvm/test/CodeGen/NVPTX/loop-vectorize.ll
new file mode 100644
index 000000000000..1b337441ac96
--- /dev/null
+++ b/llvm/test/CodeGen/NVPTX/loop-vectorize.ll
@@ -0,0 +1,39 @@
+; RUN: opt < %s -O3 -S | FileCheck %s
+
+target datalayout = "e-i64:64-v16:16-v32:32-n16:32:64"
+target triple = "nvptx64-nvidia-cuda"
+
+define void @no_vectorization(i32 %n, i32 %a, i32 %b) {
+; CHECK-LABEL: no_vectorization(
+; CHECK-NOT: <4 x i32>
+; CHECK-NOT: <4 x i1>
+entry:
+  %cmp.5 = icmp sgt i32 %n, 0
+  br i1 %cmp.5, label %for.body.preheader, label %for.cond.cleanup
+
+for.body.preheader:                               ; preds = %entry
+  br label %for.body
+
+for.cond.cleanup.loopexit:                        ; preds = %for.body
+  br label %for.cond.cleanup
+
+for.cond.cleanup:                                 ; preds = %for.cond.cleanup.loopexit, %entry
+  ret void
+
+for.body:                                         ; preds = %for.body.preheader, %for.body
+  %i.06 = phi i32 [ %inc, %for.body ], [ 0, %for.body.preheader ]
+  %add = add nsw i32 %i.06, %a
+  %mul = mul nsw i32 %add, %b
+  %cmp1 = icmp sgt i32 %mul, -1
+  tail call void @llvm.assume(i1 %cmp1)
+  %inc = add nuw nsw i32 %i.06, 1
+  %exitcond = icmp eq i32 %inc, %n
+  br i1 %exitcond, label %for.cond.cleanup.loopexit, label %for.body
+}
+
+declare void @llvm.assume(i1) #0
+
+attributes #0 = { nounwind }
+
+!nvvm.annotations = !{!0}
+!0 = !{void (i32, i32, i32)* @no_vectorization, !"kernel", i32 1}