28413

Optimization Techniques for GPU Programming

Pieter Hijma, Stijn Heldens, Alessio Sclocco, Ben van Werkhoven, Henri E. Bal
Vrije Universiteit Amsterdam
ACM Computing Surveys, Volume 55, Issue 11, 2023

@article{hijma2023optimization,

   title={Optimization techniques for GPU programming},

   author={Hijma, Pieter and Heldens, Stijn and Sclocco, Alessio and Van Werkhoven, Ben and Bal, Henri E},

   journal={ACM Computing Surveys},

   volume={55},

   number={11},

   pages={1–81},

   year={2023},

   publisher={ACM New York, NY}

}

Download Download (PDF)   View View   Source Source   

2076

views

In the past decade, Graphics Processing Units have played an important role in the field of high-performance computing and they still advance new fields such as IoT, autonomous vehicles, and exascale computing. It is therefore important to understand how to extract performance from these processors, something that is not trivial. This survey discusses various optimization techniques found in 450 articles published in the last 14 years. We analyze the optimizations from different perspectives which shows that the various optimizations are highly interrelated, explaining the need for techniques such as auto-tuning.
Rating: 1.0/5. From 1 vote.
Please wait...

* * *

* * *

HGPU group © 2010-2024 hgpu.org

All rights belong to the respective authors

Contact us: