DL_logistic_sgd.py 文件源码

def setParams(self, W_IN, b_IN):
    # controllo sulle dimensioni
        if (    W_IN.shape[0] == self.W.shape.eval()[0] and
            W_IN.shape[1] == self.W.shape.eval()[1] and
            len(b_IN) == self.b.shape.eval()[0] ):

            self.W.set_value(W_IN)
            self.b.set_value(b_IN)
            #self.W = theano.shared(value=W_IN, name='W', borrow=True)

            # initialize the baises b as a vector of n_out 0s           
            #self.b = theano.shared(value=b_IN, name='b', borrow=True)
        else : 
            print "NEW_logistic_sgd:Errore nelle dimensioni delle matrici passate"
            print "W(input) shape", W_IN.shape, "W shape", self.W.shape.eval()
            print "b(input) shape", len(b_IN), "b shape", self.b.shape.eval()