Mix together eggs, sugar, oil and pumpkin.
Add flour, baking powder, cinnamon, salt, and baking soda.
Mix in chocolate chips.
Using a spatula, spread evenly in greased 13x9 baking pan.
Bake at 350 degrees for 30 minutes or until knife inserted into center comes out clean.
In a separate bowl, whip together the cream cheese, butter, and vanilla.
Add the powdered sugar 1/2 cup at a time beating on low until you reach the desired consistency. Wait until bars are completely cool to frost.