Index: lib/Target/NVPTX/NVPTXAsmPrinter.cpp
===================================================================
--- lib/Target/NVPTX/NVPTXAsmPrinter.cpp
+++ lib/Target/NVPTX/NVPTXAsmPrinter.cpp
@@ -880,8 +880,22 @@
   if (NTM.getDrvInterface() == NVPTX::NVCL)
     O << ", texmode_independent";
 
+  bool HasFullDebugInfo = false;
+  for (DICompileUnit *CU : M.debug_compile_units()) {
+    switch(CU->getEmissionKind()) {
+    case DICompileUnit::NoDebug:
+    case DICompileUnit::DebugDirectivesOnly:
+      break;
+    case DICompileUnit::LineTablesOnly:
+    case DICompileUnit::FullDebug:
+      HasFullDebugInfo = true;
+      break;
+    }
+    if (HasFullDebugInfo)
+      break;
+  }
   // FIXME: remove comment once debug info is properly supported.
-  if (MMI && MMI->hasDebugInfo())
+  if (MMI && MMI->hasDebugInfo() && HasFullDebugInfo)
     O << "//, debug";
 
   O << "\n";
Index: test/DebugInfo/NVPTX/debug-file-loc-only.ll
===================================================================
--- /dev/null
+++ test/DebugInfo/NVPTX/debug-file-loc-only.ll
@@ -0,0 +1,45 @@
+; RUN: llc < %s -mtriple=nvptx64-nvidia-cuda | FileCheck %s
+
+; // Bitcode int this test case is reduced version of compiled code below:
+;extern "C" {
+;#line 1 "/source/dir/foo.h"
+;__device__ void foo() {}
+;#line 2 "/source/dir/bar.cu"
+;__device__ void bar() {}
+;}
+
+; CHECK: .target sm_{{[0-9]+$}}
+
+; CHECK: .visible .func foo()
+; CHECK: .loc [[FOO:[0-9]+]] 1 31
+; CHECK:  ret;
+; CHECK: .visible .func bar()
+; CHECK: .loc [[BAR:[0-9]+]] 2 31
+; CHECK:  ret;
+
+define void @foo() !dbg !4 {
+bb:
+  ret void, !dbg !10
+}
+
+define void @bar() !dbg !7 {
+bb:
+  ret void, !dbg !11
+}
+
+; CHECK-NOT: .section .debug{{.*}}
+
+!llvm.dbg.cu = !{!0}
+!llvm.module.flags = !{!8, !9}
+
+!0 = distinct !DICompileUnit(language: DW_LANG_C_plus_plus, file: !1, producer: "", isOptimized: false, runtimeVersion: 0, emissionKind: DebugDirectivesOnly, enums: !2)
+!1 = !DIFile(filename: "bar.cu", directory: "/source/dir")
+!2 = !{}
+!4 = distinct !DISubprogram(name: "foo", scope: !5, file: !5, line: 1, type: !6, isLocal: false, isDefinition: true, scopeLine: 1, flags: DIFlagPrototyped, isOptimized: false, unit: !0, retainedNodes: !2)
+!5 = !DIFile(filename: "foo.h", directory: "/source/dir")
+!6 = !DISubroutineType(types: !2)
+!7 = distinct !DISubprogram(name: "bar", scope: !1, file: !1, line: 2, type: !6, isLocal: false, isDefinition: true, scopeLine: 2, flags: DIFlagPrototyped, isOptimized: false, unit: !0, retainedNodes: !2)
+!8 = !{i32 2, !"Dwarf Version", i32 2}
+!9 = !{i32 2, !"Debug Info Version", i32 3}
+!10 = !DILocation(line: 1, column: 31, scope: !4)
+!11 = !DILocation(line: 2, column: 31, scope: !7)