The function of a GPU (Graphics Processing Unit) in rendering graphics for video games is to accelerate the computation of images and visuals displayed on-screen. GPUs are specialized hardware designed to handle complex mathematical calculations required for rendering 3D graphics and processing textures efficiently. This offloads intensive graphical tasks from the CPU, allowing for smoother, higher frame rates and enhanced visual fidelity, critically important for an immersive gaming experience.