def _inverse_log_det_jacobian(self, y): # pylint: disable=unused-argument abs_diag = math_ops.abs(array_ops.matrix_diag_part(self.scale)) return -math_ops.reduce_sum(math_ops.log(abs_diag), reduction_indices=[-1])