High-performance GPU Models of Triaxial Galaxy Clusters

Astronomy and Astrophysics – Astronomy

Scientific paper

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Scientific paper

We describe a code that harnesses the power of massively parallel GPU (graphical processing unit) computers to generate spatially resolved spectra of triaxial galaxy clusters. Using a self-consistent approach, and given a triaxial dark matter distribution in equilibrium with a hot plasma halo, the code solves the hydrostatic equilibrium equation. The resulting temperature profile is inserted into the emissivity function, and the spectra are co-added on a pixel-by-pixel basis to generate model spectra suitable for any X-ray mission. Each pixel on the detector runs as a separate thread on the GPU, and thousands of simultaneous threads are run to interpolate the cooling function and generate 3D spectra that are then co-added onto a 2D plane. The target architecture---Fermi Tesla Nvidia GPU---results in speed improvements of a factor between 10 and 100 over a typical clustered CPU-only setup.

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