import tensorflow as tf

                regularizer=regularizer)
            b = tf.get_variable('b', [2048], initializer=tf.constant_initializer(1.0))
            out = tf.matmul(self.flatten, w) + b
            self.fc1 = tf.nn.relu(out)

        # fc2
