Cream butter, sugar, shortening until whipped light whip cream. Add eggs (1) at a time, alternate milk, and flour. Beat 3 min. Add vanilla. Beat 1 min. Put walnuts in with large spoon. Just stir it in, sprinkle on top that which is left.
Bake at 350 degrees F for 55 minutes or until done.