Docker 19.03 GPU support

[SpontaneousDuck]

Describe the issue: Docker 19.03 and nvidia-docker changed how gpus are bound to a container. Instead of calling the runtime, all you need to do is pass in --gpus 2 to docker run. Would it be possible to support this? My systems are running v19.03. Thanks!

Technical details:

• Hub version : 1.0.0
• Docker version : 19.03.10
• Host Machine OS (Windows/Linux/Mac): Linux
• Command used to start the hub : sudo docker run --rm -p 8095:8080 -v /var/run/docker.sock:/var/run/docker.sock mltooling/ml-hub:latest
• Browser (Chrome/Firefox/Safari): Chromium