Using an electric mixer, beat the butter, white, and brown sugars until the mixture is light and fluffy. Beat in the eggs 1 at a time, then add the vanilla and pumpkin puree. Beat in the eggs 1 at a time, then mix in the vanilla and pumpkin puree.
In a large bowl, whisk together the flour, baking soda, salt, cinnamon, ginger, nutmeg, and ground cloves. Slowly beat the flour mixture into the batter a little bit at a time. Fold in the chips.
Spray two cake pans with non-stick spray. Divide mixture evenly. Bake for 30 minutes. Let cool, frost, and serve.