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arxiv: 1609.01277 · v2 · pith:PJLM73ZJnew · submitted 2016-09-05 · 💻 cs.MS · cs.SC· cs.SE· physics.comp-ph

OpenSBLI: A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures

classification 💻 cs.MS cs.SCcs.SEphysics.comp-ph
keywords codehardwarearchitecturesdifferenceexecutionfiniteopensbliautomated
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Exascale computing will feature novel and potentially disruptive hardware architectures. Exploiting these to their full potential is non-trivial. Numerical modelling frameworks involving finite difference methods are currently limited by the 'static' nature of the hand-coded discretisation schemes and repeatedly may have to be re-written to run efficiently on new hardware. In contrast, OpenSBLI uses code generation to derive the model's code from a high-level specification. Users focus on the equations to solve, whilst not concerning themselves with the detailed implementation. Source-to-source translation is used to tailor the code and enable its execution on a variety of hardware.

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