GPU-Accelerated and CPU SIMD Optimized Monte Carlo Simulation of φ4 Model

In: Computing and Informatics, vol. 33, no. 5

P. Białas - J. Kowal - A. Strzelecki

Details:

Year, pages: 2014, 1191 - 1208

Keywords:

GPU computing, vectorization, SIMD, Monte-Carlo simulations

About article:

In this contribution we describe an efficient GPU implementation of the Monte-Carlo simulation of the Ginzburg-Landau model. We achieve the performance close to 50 % of the peak performance of the used GPU. We compare this performance with a parallelized and vectorized CPU code and discuss the observed differences.

How to cite:

ISO 690:

Białas, P., Kowal, J., Strzelecki, A. 2014. GPU-Accelerated and CPU SIMD Optimized Monte Carlo Simulation of φ4 Model. In Computing and Informatics, vol. 33, no.5, pp. 1191-1208. 1335-9150.

APA:

Białas, P., Kowal, J., Strzelecki, A. (2014). GPU-Accelerated and CPU SIMD Optimized Monte Carlo Simulation of φ4 Model. Computing and Informatics, 33(5), 1191-1208. 1335-9150.