import tensorflow as tf

        """
        mu, var = self.build_prior_mean_var(test_points, num_latent, True)
        jitter = tfhacks.eye(tf.shape(mu)[0], var.dtype) * 1e-06
        L = tf.batch_cholesky(tf.transpose(var, (2, 0, 1)) + jitter)
