Democratizing General Purpose GPU Programming through OpenCL and Scala

Raider Beck, Helge Willum Larsen, Tommy Jensen
Aalborg University, Department of Computer Science, Selma Lagerlofs Vej 300, 9220 Aalborg
Aalborg University, Dat5 report, 2011


   title={Democratizing General Purpose GPU Programming through OpenCL and Scala},

   author={Beck, R. and Larsen, H.W. and Jensen, T. and Thomsen, B.},

   journal={Available through AAU project library},



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General Purpose GPU programming has the potential to increase the speed with which many computations can be done. We show a number of examples of such improvements, investigate how one can benchmark different implementations of GPGPU programming paradigms and how one can measure the productivity of programmers. Finally we implement and describe a simple toolkit to enable ordinary programmers to benefit from the use of a GPU.
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