Turns out the Coolermaster can't be mounted on the AMD back plate. But, I was able to remove the stock AMD back plate after I bought a better screwdriver (i.e. a new one). I installed the Coolermaster with the backplate it comes with.
Also, a tip for others who have difficulty removing screws, wrap a rubber band around the tip of the screwdriver.