import tensorflow as tf

    params_size_t = self._cell.params_size()
    self._rnn_params = tf.get_variable(
        "lstm_params",
        initializer=tf.random_uniform(
            [params_size_t], -config.init_scale, config.init_scale),
        validate_shape=False)
