You can give GPU to VM and containers without any overhead these days. However, Nvidia always placed roadblocks when you aren't using their data center hardware

You can give GPU to VM and containers without any overhead these days. However, Nvidia always placed roadblocks when you aren't using their data center hardware in datacenters.