def __init__(self, filename=None):
        self.filename = None
        if filename:
            self.load(filename)
def _cost_gp(self,x):
        """
        Predicts the time cost of evaluating the function at x.
        """
        m, _, _, _ = self.cost_model.predict_withGradients(x)
        return np.exp(m)