2853

A CUDA SIMT Interpreter for Genetic Programming

W. B. Langdon
CREST centre, Department of Computer Science, King’s College, London, WC2R 2LS, UK
Technical report TR-09-05, 18 Jun 2009, Department of Computer Science, King’s College, London

@techreport{langdon2009asingle,

   title={A CUDA SIMT Interpreter for Genetic Programming},

   author={Langdon, WB},

   year={2009}

}

A Single Instruction Multiple Thread CUDA interpreter provides SIMD like parallel evaluation of the whole GP population of 1/4 million RPN expressions on graphics cards and nVidia Tesla T10P. Using sub-machine code GP a sustain peak performance of 212 billion GP operations per second (3300 speed up) and an average of 4.5 peta GP ops per day is reported for a single card on a Boolean induction benchmark never attempted before, let alone solved.
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