nvidia-docker is a shortcut for docker --runtime nvidia. I do hope they merge it one day, but for now it's a 3rd party runtime. … Nothing stops you from running images meant for nvidia-docker with normal docker. They work just fine but if you run something in them that requires the GPU, that will fail.