A CUDA SIMT Interpreter for Genetic Programming
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
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.
February 15, 2011 by hgpu
