[P] GPU virtualisation for on-prem ML compute in K8S

I wrote a post on how to virtualise GPUs and attach them to VMs for on-prem workloads. The VMs can then be attached to Juju & K8S for load balancing or whatever you want. I implemented this where I work and it runs all of our ML compute, it was a pain to get working originally hope that you find it useful:

[https://www.paulcjh.com/technical\_posts/gpu\_virtualisation.html](https://www.paulcjh.com/technical_posts/gpu_virtualisation.html)

compute gpu k8s machinelearning ml on-prem