An accelerator (GPU), or Graphics Processing Unit, is a specialized chip designed to handle large numbers of calculations simultaneously. Originally developed to render graphics in computers and gaming systems, GPUs are now widely used to accelerate complex computational tasks such as artificial intelligence, machine learning, and data analysis. By processing many operations in parallel, GPUs significantly speed up tasks that would take much longer on standard CPUs, making them essential in fields that require high-performance computing.