This guide is part of a series on BIOS optimization, with reference to official AMD documentation. Its purpose is to help you optimize the BIOS settings of your AMD EPYC™ 7002 Series processor based system for the best possible AI workload performance.

This series of AI workstations features a combination of SSD and HDD drives, and it’s crucial to allocate and optimize these resources effectively.

System: Ubuntu-24.04

When it comes to choosing an operating system for AI workloads, Windows and Linux are two sides of the same coin, each with unique advantages and pain points. This summary is based on my personal experience over half a year, documenting a journey of switching back and forth between the two systems, which ultimately led to a valuable conclusion for any AI professional.

For geeks who are passionate about AI development, having a powerful and highly expandable AI workstation is key to improving efficiency and exploring cutting-edge technology. This article will share a carefully planned and practically verified hardware selection plan, aiming to build a powerful machine with the ultimate cost-performance that can handle both daily use and future AI workload upgrades.