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# Virtualization
## Docker
Docker is a virtualization software that deploys docker containers.
Due to easy handlin and reproducable environments it is a useful tool.
## Enable Nvidia GPUs
To use Nvidia GPUs with docker you need to install the nvidia-cuda-toolkit.
There is a [guide on marmelab](https://marmelab.com/blog/2018/03/21/using-nvidia-gpu-within-docker-container.html) that focusses on that topic.
## Proxmox
Proxmox Virtual Envoronment is a virtualization software for servers.
It's made for VM and container deployment.
## PCI/GPU passthrough
To use GPUs or other PCI devices you need to work with PCI passthrough.
For documentation you can look in the [Proxmox wiki](https://pve.proxmox.com/wiki/Pci_passthrough).
There is also an [article](https://www.reddit.com/r/homelab/comments/b5xpua/the_ultimate_beginners_guide_to_gpu_passthrough) on reddit, that focusses especially on windows 10 VMs with GPU passthrough.