#NEWLINE# def output( self , dropout_active = True , * args , **kwargs ) : #NEWLINE# #INDENT# input = self . input_layer . output ( * args , dropout_active = dropout_active , ** kwargs ) #NEWLINE# contiguous_input = gpu_contiguous ( input ) #NEWLINE# if dropout_active : #NEWLINE# #INDENT# return self . stochastic_pool_op ( contiguous_input ) #NEWLINE# #UNINDENT# else : #NEWLINE# #INDENT# return self . weighted_pool_op ( contiguous_input )