# HG changeset patch
# User Eric Thibodeau-Laufer <thiboeri@iro.umontreal.ca>
# Date 1309890670 14400
# Node ID cb2e07d99f5a1268a169a680b2911e9e9c704557
# Parent  f7b348e6a98e97c2fe65badace275216a270d26b
switched inp==0 to T.eq(inp,0) in peppersalt noise

diff -r f7b348e6a98e -r cb2e07d99f5a pylearn/formulas/noise.py
--- a/pylearn/formulas/noise.py	Tue Jul 05 11:02:15 2011 -0400
+++ b/pylearn/formulas/noise.py	Tue Jul 05 14:31:10 2011 -0400
@@ -63,7 +63,7 @@
     """
     assert inp.dtype in ['float32','float64']
     return theano_rng.binomial( size = inp.shape, n = 1, p =  1 - noise_lvl[0], dtype=inp.dtype) * inp \
-                        + (inp==0) * theano_rng.binomial( size = inp.shape, n = 1, p =  noise_lvl[1], dtype=inp.dtype)
+                        + (theano.tensor.eq(inp,0)) * theano_rng.binomial( size = inp.shape, n = 1, p =  noise_lvl[1], dtype=inp.dtype)
 
 @tags.tags('noise','gauss','gaussian')
 def gaussian_noise(theano_rng,inp,noise_lvl):