--- numpy/distutils/fcompiler/gnu.py.orig
+++ numpy/distutils/fcompiler/gnu.py
@@ -265,13 +265,7 @@
         return []
 
     def runtime_library_dir_option(self, dir):
-        if sys.platform[:3] == 'aix' or sys.platform == 'win32':
-            # Linux/Solaris/Unix support RPATH, Windows and AIX do not
-            raise NotImplementedError
-
-        sep = ',' if sys.platform == 'darwin' else '='
-        return '-Wl,-rpath%s"%s"' % (sep, dir)
-
+        return '-Wl,-rpath -Wl,"%s"' % dir
 
 class Gnu95FCompiler(GnuFCompiler):
     compiler_type = 'gnu95'