Cream together margarine and sugar.
Add eggs, one at a time.
Blend in vanilla and potatoes.
Combine flour, cocoa, and soda.
Add to creamed mixture alternately with the milk.
Pour into a greased 13 X 9 X 2 inch pan.
Bake at 350 for 35-40 minutes or until done.