What is AI Accelerators?

AI accelerators are specialized hardware designed to speed up artificial intelligence and machine learning tasks. They achieve this by optimizing for the specific computational requirements of these algorithms, such as matrix multiplication and convolution, leading to significant performance improvements compared to general-purpose CPUs and GPUs. They are commonly used in various applications, including image recognition, natural language processing, and autonomous driving.