Lady Gaga Gets $500k Dog Reward Lawsuit Tossed

Lady Gaga just won a legal case over her huge dog reward offer that a woman was trying to claim -- 'cause a judge just told her ... ya can't have your stolen cake and eat it too. According to legal docs, obtained by TMZ, a judge tossed Jennifer…