You could try surfaced but with decks awash - about 1 - 2 m deeper than when completely surfaced. It should cut down on your crash dive time substantially.
Put some distance between you and the airbase, try to sail surfaced at night at the highest speed you can run at whilst still having the range to get back to base.
Or you could hit the escape key & choose the "teleport to base"
option.