Template library for Multi-GPU pseudorandom number recursion-based generators
| Autorzy | Szałkowski D.; Stpiczyński P. |
|---|---|
| Tytuł | Template library for Multi-GPU pseudorandom number recursion-based generators |
| Czasopismo | Proceedings of the 2013 Federated Conference on Computer Science and Information Systems |
| Rok | 2013 |
| Status | Published |
| Strony | 515–519 |
| Abstrakt | The aim of the paper is to show how to design and implement fast parallel algorithms for Linear Congruential, Lagged Fibonacci and Wichmann-Hill pseudorandom number generators. The new algorithms employ the divide-and-conquer approach for solving linear recurrence systems. They are implemented on multi GPU-accelerated systems using CUDA. Numerical experiments performed on a computer system with two Fermi GPU cards show that our software achieve good performance in comparison to the widely used NVIDIA CURAND Library. |
| Wydawca | IEEE |