You don't have to be a graphics programmer to need a GPU.

Most people think that a GPU is only made to render millions of triangles. But GPU power isn’t reserved to a few graphic folks and any general programmer can use it. Today we’re gonna outperform our oldskool image converter tool using a GPU!