How to tell which photos are on iCloud but not on the device?

I want to delete all photos from iCloud. But when I choose to remove photos from iCloud on the iPad, it says I'll loose any photos that aren't downloaded to the device. How do I tell what photos are on iCloud but not on the device? It looks like all the photos I'm aware of are already on the device when I browse photos in the Photos app.