Learn how to setup and optimize GPU servers for AI integration. This guide covers hardware selection, OS & drivers installation, AI framework installation, and performance optimization techniques. Graphics Processing Units (GPUs) have become an essential option for machine learning (ML) and. Learn how to set up GPU servers for artificial intelligence workloads and get the best performance for training, deploying, and scaling your models. Hyper-V is a required role for enabling vGPU in Windows Server. Follow along as NVIDIA Senior Solutions Architect Lee Bushen demonstrates the step-by-step implementation of vGPU 18. 0, which supports Microsoft GPU. In Episode 1, I shared how I put together the foundation of my home AI server. I had the CPU, motherboard, RAM, and storage ready to go.