A CUDA SIMT interpreter for genetic programming. Revised
King’s College, London, Strand, London, WC2R 2LS, UK
Technical Report TR-09-05, Department of Computer Science, King’s College London
A Single Instruction Multiple Thread CUDA interpreter provides SIMD like parallel evaluation of the whole GP population of quarter of a 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.
January 21, 2011 by hgpu
