GPUs can boost the performance of a wide range of workloads, including image processing and analysis, compute acceleration, and artificial intelligence (AI). As requirements for responsiveness and accuracy become more demanding for edge systems, the combination of CPUs and GPUs is becoming more mainstream in order to deliver optimal efficiency in performance per watt and dollar.