What is an AI Accelerator?

AI Accelerators are designed to accelerate artificial intelligence (AI) and machine learning applications, including artificial neural networks and machine vision. GPUs, although initially designed for graphics processing, are more efficient than CPUs in processing AI related workloads due to their parallel processing capabilities.  Dedicated AI Accelerators aim to further increase efficiency by designing circuits specifically for AI workloads.