#NEWLINE# def __call__( self , ohist , ahist ) : #NEWLINE# #INDENT# h = F . relu ( self . l1 ( ohist ) ) #NEWLINE# h = F . relu ( self . l2 ( h ) ) #NEWLINE# h = self . bn1 ( ohist , test = ( not self . train ) ) #NEWLINE# h = F . relu ( self . l3 ( h ) ) #NEWLINE# h = F . relu ( self . l4 ( h ) ) #NEWLINE# h = self . bn2 ( h , test = ( not self . train ) ) #NEWLINE# output = self . lout ( h ) #NEWLINE# return output