In the rapidly evolving landscape of artificial intelligence (AI), the selection of appropriate hardware plays a pivotal role in determining performance and efficiency. Two dominant contenders, Accelerated Processing Units (APUs), have emerged as powerful tools for tackling complex AI workloads. However, each architecture exhibits distinct strength