Architecting graphics processors for non-graphics compute acceleration
Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada
IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, 2009. PacRim 2009, p.963-968
This paper discusses the emergence of graphics processing units (GPUs) that contain architecture features for accelerating non-graphics (or GPGPU) applications. It provides an introduction for those interested in undertaking research at the intersection of manycore computing and GPU architecture. First, the motivation for using GPUs for non-graphics processing rather than developing specialized hardware is outlined. Then, the features of GPU architectures and related programming models for non-graphics computing on GPUs are briefly described. Finally, some recent research and architecture challenges related to accelerating non-graphics workloads on GPUs are summarized.
February 20, 2011 by hgpu
