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Massively parallel Wang–Landau sampling on multiple GPUs...

by Junqi Yin, D. Landau
Publication Type
Journal
Journal Name
Computer Physics Communications
Publication Date
Page Numbers
1568 to 1573
Volume
183
Issue
8

Wang–Landau sampling is implemented on the Graphics Processing Unit (GPU) with the Compute Unified Device Architecture (CUDA). Performances on three different GPU cards, including the new generation Fermi architecture card, are compared with that on a Central Processing Unit (CPU). The parameters for massively parallel Wang–Landau sampling are tuned in order to achieve fast convergence. For simulations of the water cluster systems, we obtain an average of over 50 times speedup for a given workload.