There is a serious issue of any pilot in a two pilot crew leaving the cockpit during climb or descent. It should only occur in cruise as there is nobody to monitor the cleared inputs. This is sub standard airmanship.
On the fatal leg the Capt did not try to get back in until 5 mins after the fatal descent had began. It indicates that he considered this as normal practice. He was out of his seat on both legs when the descent began.