A Many Threaded CUDA Interpreter for Genetic Programming
King’s College, London, Strand, London, WC2R 2LS, UK
Genetic Programming, Lecture Notes in Computer Science, 2010, Volume 6021/2010, 146-158
@article{langdon2010many,
title={A many threaded CUDA interpreter for genetic programming},
author={Langdon, W.},
journal={Genetic Programming},
pages={146–158},
year={2010},
publisher={Springer}
}
A Single Instruction Multiple Thread CUDA interpreter provides SIMD like parallel evaluation of the whole GP population of 1/4 million reverse polish notation (RPN) expressions on graphics cards and nVidia Tesla. Using sub-machine code tree GP a sustain peak performance of 665 billion GP operations per second (10,000 speed up) and an average of 22 peta GP ops per day is reported for a single GPU card on a Boolean induction benchmark never attempted before, let alone solved.
January 21, 2011 by hgpu
