# HG changeset patch
# User Xavier Glorot <glorotxa@iro.umontreal.ca>
# Date 1266441774 18000
# Node ID 3bec123dd75d58bd7435e1b8af065f53172762b3
# Parent  b84a0d009af8370c60cdbc96c5d741e2e05b2620
changes on pipeline mecanism: we now sample a different complexity for each transformations, this because when we use the same sampled complexity for all the modules 1/8 of the time we are close to 0 and we obtain an image very close to the source, we now save a complexity for each module in the parameters array

diff -r b84a0d009af8 -r 3bec123dd75d transformations/pipeline.py
--- a/transformations/pipeline.py	Wed Feb 17 16:20:15 2010 -0500
+++ b/transformations/pipeline.py	Wed Feb 17 16:22:54 2010 -0500
@@ -120,8 +120,6 @@
 
             param_idx = 0
             mod_idx = 0
-            # store complexity along with other params
-            self.params[global_idx, 0] = complexity
             for mod in self.modules:
                 # This used to be done _per batch_,
                 # ie. out of the "for img" loop