Resolving AMD GPU Passthrough Problems After VM Restart

Setting up a GPU server with NVIDIA or AMD graphics in a virtualized setting can significantly boost performance for artificial intelligence, machine learning, and high-quality rendering workloads. However, all those users using AMD GPU passthrough in virtual machines (VMs) generally face a frustrating challenge: after restarting the VM, the GPU driver either fails to load or the system doesn’t identify the GPU at all.