Preheat oven to 450°F. In a small bowl combine rosemary, garlic powder, salt, and pepper. On a large baking sheet or roasting pan toss the potatoes with the olive oil and spice mixture.Roast for 25 to 30 minutes or until tender and browned, stirring once.