import tensorflow as tf

            name="{}2b".format(conv_name_base),
            inputs=x, filter_depth=filter_depth2, kernel_size=kernel_size,
            padding="same", stride=1
        )
        x = self.__batch_norm("{}2b".format(bn_name_base), x)
        x = tf.nn.relu(x)

        x = self.__conv2d(
            name="{}2c".format(conv_name_base),
            inputs=x, filter_depth=filter_depth3, kernel_size=1,
