The Flying Deuces.

Ollie falls in love with a woman. When he discovers she's already married, he unsuccessfully attempts suicide but he and Stan then decide to join the Foreign Legion to get away from their troubles. When they’re arrested for soon trying to desert the Legion—they escape a firing squad by stealing an aircraft.