convnade.py 文件源码

def fprop(self, input, return_output_preactivation=False):
        conv_out = conv.conv2d(input, filters=self.W, border_mode=self.border_mode)
        # TODO: Could be faster if pooling was done here instead
        pre_output = conv_out + self.b.dimshuffle('x', 0, 'x', 'x')
        output = self.activation_fct(pre_output)

        if return_output_preactivation:
            return output, pre_output

        return output