An AI Accelerator Card is a dedicated hardware board designed to speed up artificial intelligence and machine learning workloads. It typically contains specialized processors, high-speed memory, and optimized architectures for handling neural-network computations, inference, and data-intensive AI tasks.
By offloading AI workloads from general-purpose CPUs, accelerator cards can deliver faster processing, higher throughput, and better energy efficiency. They are commonly deployed in data centers, enterprise servers, AI workstations, edge systems, and computer vision applications. GPUs, NPUs, and other specialized AI processors can serve as accelerator cards. Related terms include AI Accelerator, GPU, NPU, Inference Hardware, and AI Computing.
