Index: lib/Driver/ToolChains/AMDGPU.h
===================================================================
--- lib/Driver/ToolChains/AMDGPU.h
+++ lib/Driver/ToolChains/AMDGPU.h
@@ -61,6 +61,10 @@
   llvm::opt::DerivedArgList *
   TranslateArgs(const llvm::opt::DerivedArgList &Args, StringRef BoundArch,
                 Action::OffloadKind DeviceOffloadKind) const override;
+
+  void addClangTargetOptions(const llvm::opt::ArgList &DriverArgs,
+                             llvm::opt::ArgStringList &CC1Args,
+                             Action::OffloadKind DeviceOffloadKind) const override;
 };
 
 } // end namespace toolchains
Index: lib/Driver/ToolChains/AMDGPU.cpp
===================================================================
--- lib/Driver/ToolChains/AMDGPU.cpp
+++ lib/Driver/ToolChains/AMDGPU.cpp
@@ -98,3 +98,16 @@
 
   return DAL;
 }
+
+void AMDGPUToolChain::addClangTargetOptions(
+    const llvm::opt::ArgList &DriverArgs,
+    llvm::opt::ArgStringList &CC1Args,
+    Action::OffloadKind DeviceOffloadingKind) const {
+  // Default to "hidden" visibility, as object level linking will not be
+  // supported for the forseeable future.
+  if (!DriverArgs.hasArg(options::OPT_fvisibility_EQ,
+                         options::OPT_fvisibility_ms_compat)) {
+    CC1Args.push_back("-fvisibility");
+    CC1Args.push_back("hidden");
+  }
+}
Index: test/Driver/amdgpu-visibility.cl
===================================================================
--- /dev/null
+++ test/Driver/amdgpu-visibility.cl
@@ -0,0 +1,7 @@
+// RUN: %clang -### -target amdgcn-amd-amdhsa -x cl -c -emit-llvm %s 2>&1 | FileCheck -check-prefix=DEFAULT %s
+// RUN: %clang -### -target amdgcn-amd-amdhsa -x cl -c -emit-llvm -fvisibility=protected  %s 2>&1 | FileCheck -check-prefix=OVERRIDE-PROTECTED  %s
+// RUN: %clang -### -target amdgcn-amd-amdhsa -x cl -c -emit-llvm -fvisibility-ms-compat  %s 2>&1 | FileCheck -check-prefix=OVERRIDE-MS  %s
+
+// DEFAULT: "-fvisibility" "hidden"
+// OVERRIDE-PROTECTED: "-fvisibility" "protected"
+// OVERRIDE-MS:  "-fvisibility" "hidden" "-ftype-visibility" "default"