Stir together sugar, flour, cocoa powder, baking powder, baking soda, and salt in a large bowl. Add eggs, milk, oil, and vanilla. Beat on medium speed with an electric mixer for 2 minutes. Stir in boiling water (batter will be thin). Pour batter into prepared pans.