Updating the readme and dockerfile.gpu file

[Magdk01]

Hi,

While I do not think that Docker is at all necessary to run any of the scripts with CUDA enabled up until now (Week3), I have spent way to much time trying to follow the guide for setting up the Docker container with current readme.md and dockerfile.gpu file.

Is it not possible for the course responsible to streamline and update the contents to actually reflect the current software available, so the students do not need to use extra time on top of the weekly tasks?

• Nvidia-docker is not available anymore, and is super-seeded by the "NVIDIA Container Toolkit"
• The dockerfile.gpu is using ubunto16 and we are at ubunto22 currently
• the link used for windows cpu, is not available anymore: https://rominirani.com/docker-on-windows-mounting-host-directories-d96f3f056a2c
• Can we have an alternative dockerfile that uses regular python rather than conda
• Maybe also a proper setup guide for windows GPU?

I think this would make it substantially easier for new students to figure out what they need to do when they get to week3.
Best Regards