changed default from None to the actual value used in conv.

theano/tensor/nnet/conv.py

@@ -238,7 +238,7 @@ class ConvOp(Op):
 
 
     def __init__(self, imshp=None, kshp=None, nkern=None, bsize=None,
-            dx=None, dy=None,
+            dx=1, dy=1,
             output_mode='valid',
 
             unroll_batch=None,
@@ -316,12 +316,14 @@ class ConvOp(Op):
         :param kshp_logical: idem
         :param kshp_logical_top_aligned: idem
         """
+        # We must continue to consider None as 1 for backward compatibility.
+        if dx is None: dx = 1
+        if dy is None: dy = 1
 
-        if dx is not None:
         if  int(dx) != dx:
             raise TypeError('ConvOp.__init__ param dx must be an int', dx)
         dx = int(dx)
-        if dy is not None:
+
         if  int(dy) != dy:
             raise TypeError('ConvOp.__init__ param dy must be an int', dy)
         dy = int(dy)
@@ -355,8 +357,6 @@ class ConvOp(Op):
         self.bsize=bsize
         self.dx=dx
         self.dy=dy
-        if self.dx is None: self.dx=1
-        if self.dy is None: self.dy=1
         self.verbose=verbose
         self.version=version