Update gradient in the order in which parameters are represented in the
        kernel

def sde_update_gradient_full(self, gradients):
        """
        Update gradient in the order in which parameters are represented in the
        kernel
        """
    
        self.variance.gradient = gradients[0]
        self.lengthscale.gradient = gradients[1]