GPU diagnostics refers to the process of identifying and troubleshooting issues with a computer's graphics processing unit, a critical component for gaming, graphics rendering, and compute-intensive tasks. By using specialized tools and techniques, developers and technicians can diagnose problems such as driver issues, overheating, and hardware failures, ensuring optimal performance and reliability in applications that rely heavily on GPU resources.