My last project where we needed CUDA, we ended running our GPU workloads directly on a dedicated machine loaded up with GPUs. The rest of the system was contai

My last project where we needed CUDA, we ended running our GPU workloads directly on a dedicated machine loaded up with GPUs. The rest of the system was containerized. Though, we were just a small team of software engineers working on an R&D project - we didn't have any k8s wizards on our team.