Stir together all ingredients except ice cream in a large bowl. Pour into a lightly greased 3-quart slow cooker.
Cover and cook on LOW 2 to 2 1/2 hours or until set around the edges but still soft in the center. Let stand, covered, 30 minutes. Serve warm with ice cream, if desired.