Preheat the oven to 350 degrees and grease your 9x13 baking dish (or line with parchment paper). Set aside.
In a large bowl with a hand mixer (or in the bowl of a stand mixer), mix large eggs, canola oil, pumpkin purée, vanilla extract, granulated sugar, and brown sugar together on a low speed.
Once the wet ingredients are combined, add the flour, baking powder, baking soda, salt, cinnamon, ginger, nutmeg, and cloves to the wet ingredients (the pumpkin mixture). Mix on a low speed until well combined, scraping down the sides of the bowl as needed.
Pour the cake batter into the prepared baking dish, and spread the batter in an even layer.
Bake for 30-35 minutes, or until a cake tester comes out clean. Allow the cake to cool before frosting.