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Graphical Processing Units (GPUs): Opportunities and Challenges

2011
GPUs are more and more used as low cost high performance computing platforms. While new parallel computing architectures and languages such as OpenCL and CUDA, as well as some new libraries ease up their programming, it is still relatively difficult to design code for them in an efficient way and it gives us a taste of what pioneers experimented in the
El-Ghazawi, Tarek   +4 more
openaire   +1 more source

Utilizing Graphics Processing Units (GPUs) for Numerical Computations

Initially designed for graphics processing, GPUs (graphics processing unit) only contained fixed rendering functions. As they are parallel processors with high computational power for arithmetic calculations, GPUs have been evolving rapidly with the inclusion of programmable pipelines.
Alnoman Mundher Tayyeh   +3 more
openaire   +1 more source

Parallel Electronic Structure Calculations Using Multiple Graphics Processing Units (GPUs)

2013
We present an implementation of parallel GPU-accelerated GPAW, a density-functional theory (DFT) code based on grid based projector-augmented wave method. GPAW is suitable for large scale electronic structure calculations and capable of scaling to thousands of cores.
Enkovaara Jussi   +3 more
openaire   +1 more source

Computing resultants on Graphics Processing Units: Towards GPU-accelerated computer algebra

Journal of Parallel and Distributed Computing, 2013
In this article we report on our experience in computing resultants of bivariate polynomials on Graphics Processing Units (GPU). Following the outline of Collins' modular approach [6], our algorithm starts by mapping the input polynomials to a finite field for sufficiently many primes m.
openaire   +2 more sources

Evolutionary algorithms and genetic programming on graphic processing units (GPU)

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation, 2012
Pierre Collet, Simon Harding
openaire   +2 more sources

GPU MrBayes V3.1: MrBayes on Graphics Processing Units for Protein Sequence Data.

Molecular Biology and Evolution, 2015
Qiang Xie, Rebecca J. Stones
exaly  

A Survey of Three Types of Processing Units: CPU, GPU and TPU

2022
Goran Nikolic   +2 more
exaly  

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