The main role of a graphics processing unit (GPU) is to accelerate the rendering of images and graphics. GPUs are specialized hardware designed to manage and process complex mathematical calculations necessary for rendering 2D and 3D graphics. This is critical in applications like video games, simulations, and graphic design. Additionally, GPUs are increasingly utilized for parallel processing tasks in fields such as machine learning and data analysis, where they significantly improve performance by handling multiple tasks simultaneously.