Mickey Rourke -- My Dog Will Live Forever

Mickey Rourke will never forget his deceased dog, even if he wants to ... because its nickname is now emblazoned on his arm.Rourke paid homage to his four-legged buddy Jaws at a New York tattoo parlor Sunday night ... where the actor sat for 2 hours…