I notice that nvidia has support for GPU and Docker, but I believe this is only for linux at the moment. Has anyone got it working on windows 10?
In particular, I'm hoping to get access to it for machine learning applications.
Since Docker uses Virtualbox to work on Windows, and Virtualbox will not expose CUDA to the guest without PCI passthrough, I think it will not be possible to do this as you are thinking.