--- doc/tutorial/using_gpu.txt.orig	2017-03-20 08:06:30.000000000 -0600
+++ doc/tutorial/using_gpu.txt	2017-03-21 19:30:15.670418123 -0600
@@ -574,7 +574,7 @@ Modify and execute to work for a matrix
 
 
 
-.. _pyCUDA_theano:
+.. _pyCUDA_theano_example:
 
 **Example: Theano + PyCUDA**
 
--- theano/sandbox/cuda/basic_ops.py.orig	2017-03-20 08:06:30.000000000 -0600
+++ theano/sandbox/cuda/basic_ops.py	2017-03-21 19:30:15.682418047 -0600
@@ -1238,8 +1238,8 @@ class GpuCAReduce(GpuOp):
         Parameters
         ----------
         N : int
-            The number of 1 in the pattern
-            N=1 -> 01, N=2 -> 011 N=3 ->0111
+            The number of 1s in the pattern.
+            N=1 -> 01, N=2 -> 011, N=3 ->0111.
             Works for N=1,2,3.
 
         """