This talk by John Owens of UC Davis discusses trends in GPU architecture and their current and potential uses for high-performance computing. The invited talk was given at the Eighth Annual Workshop on High-Performance Embedded Computing (HPEC 2004). (GPUs: Engines for Future High-Performance Computing)