\label{fig:gpu_laplacian}
Numerical performance of the Octopus finite-difference Laplacian implementation using different grid mappings. Spherical grid with 500,000 points. Computations with a AMD Radeon 7970 GPU. A speed up of around 50\% is observed for the subgrid and Hilbert curve mappings.