Mercurial > ift6266

comparison deep/stacked_dae/v_sylvain/stacked_dae.py @ 235:ecb69e17950b

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correction de bugs
author SylvainPL <sylvain.pannetier.lebeuf@umontreal.ca>
date Sun, 14 Mar 2010 20:25:12 -0400
parents 02ed13244133
children 02b141a466b4
comparison
equal deleted inserted replaced
234:c452e3a0a3b1 235:ecb69e17950b
202 # allocate symbolic variables for the data 202 # allocate symbolic variables for the data
203 ##index = T.lscalar() # index to a [mini]batch 203 ##index = T.lscalar() # index to a [mini]batch
204 self.x = T.matrix('x') # the data is presented as rasterized images 204 self.x = T.matrix('x') # the data is presented as rasterized images
205 self.y = T.ivector('y') # the labels are presented as 1D vector of 205 self.y = T.ivector('y') # the labels are presented as 1D vector of
206 # [int] labels 206 # [int] labels
207 ensemble = T.matrix('ensemble')
208 ensemble_x = T.matrix('ensemble_x')
209 ensemble_y = T.ivector('ensemble_y')
207 210
208 for i in xrange( self.n_layers ): 211 for i in xrange( self.n_layers ):
209 # construct the sigmoidal layer 212 # construct the sigmoidal layer
210 213
211 # the size of the input is either the number of hidden units of 214 # the size of the input is either the number of hidden units of