The role of the GPU, or Graphics Processing Unit, in a computer system is to accelerate the rendering of images and videos. It is designed to handle complex graphical computations efficiently, freeing up the CPU for other tasks. GPUs are essential for applications requiring heavy graphics processing, such as gaming, video editing, and scientific simulations. Their parallel processing capabilities allow them to perform multiple calculations simultaneously, enhancing overall performance.