Preheat oven to 325 degrees F.
Combine cake mix, both pudding mixes, water, oil, and eggs in a large bowl.
Beat on medium speed.
Mix in chocolate chips.
Pour into pan and bake for 50 minutes or until done.
Let the cake cool for 10 minutes.
Place on a plate, dust with powdered sugar, and enjoy!