Get lr minimizing the surrogate.

    Returns:
      The lr_t.

def _get_lr_tensor(self):
    """Get lr minimizing the surrogate.

    Returns:
      The lr_t.
    """
    lr = tf.squared_difference(1.0, tf.sqrt(self._mu)) / self._h_min
    return lr