diff --git a/doc/tutorial.rst b/doc/tutorial.rst
index 6880db26730571259dcf6976be4652a4d834a9c3..229ed84746fbf9b3e32c148260a6d8b72f6166b7 100644
--- a/doc/tutorial.rst
+++ b/doc/tutorial.rst
@@ -228,7 +228,7 @@ inspect that code, too, using :attr:`loopy.Options.write_wrapper`:
     >>> evt, (out,) = knl(queue, a=x_vec_host)
     from __future__ import division
     ...
-    def invoke_loopy_kernel_loopy_kernel(_lpy_cl_kernels, queue, allocator=None, wait_for=None, out_host=None, a=None, n=None, out=None, **kw_args):
+    def invoke_loopy_kernel_loopy_kernel(_lpy_cl_kernels, queue, allocator=None, wait_for=None, out_host=None, a=None, n=None, out=None, **kwargs):
         if allocator is None:
             allocator = _lpy_cl_tools.DeferredAllocator(queue.context)
     <BLANKLINE>