Performance Analysis and Tuning for GPUs
A tutorial presented at the TeraGrid'10 Conference in Pittsburgh, Pennsylvania, August 2, 2010.
- Hyesoon Kim, Rich Vuduc — Georgia Tech
- Brandon Hill — Purdue University
- Bruce Loftis, Tabitha Samuel — University of Tennessee and the National Institute for Computational Sciences
Slides:
- Agenda [PDF]
- Part 1 — Architecture and CUDA review, by Hyesoon Kim (Georgia Tech) [PDF]
- Part 2 — Analysis and tuning case study, by Rich Vuduc (Georgia Tech) [PDF]
- Part 3 — Performance analysis models and tools, by Hyesoon Kim (Georgia Tech) [PDF]
- Part 4 — NEMO-3D: Walking through an actual GPU port, by Brandon Hill (Purdue) [PDF]