- author = "W. B. Langdon",
- title = "Parallel {GPQUICK}",
- booktitle = "GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion",
- year = "2019",
- month = jul # " 13-17",
- editor = "Carola Doerr",
- publisher = "ACM",
- publisher_address = "New York, NY, USA",
- address = "Prague, Czech Republic",
- pages = "63--64",
- organisation = "SIGEVO",
- keywords = "genetic algorithms, genetic programming, parallel computing, posix pthreads, Intel AVX, Sextic polynomial, performance",
- isbn13 = "978-1-4503-6748-6",
-
URL = "
http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/langdon_2019_gpquick.pdf",
-
DOI = "
doi:10.1145/3319619.3326770",
- size = "2 pages",
- abstract = "We modified GPQuick to use SIMD parallel floating point AVX 512 bit instructions and 48 threads to give up to 139 billion GP operations per second, 139 giga GPops, on a single Intel Xeon Gold 6126 2.60GHz server. The multi-threaded single instruction multiple data genetic programming GP interpreter has evolved binary trees of more than 396 million instructions using subtree crossover and run populations for a million generations.",
-
notes = "Poster
http://www.cs.ucl.ac.uk/staff/W.Langdon/gecco2019/langdon_2019_gpavx_poster.pdf
C++ code http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/gp-code/GPavx.tar.gz
Poster: http://www.cs.ucl.ac.uk/staff/W.Langdon/gecco2019/langdon_2019_gpavx_poster.pdf
See also \cite{langdon:RN1901}
Also known as \cite{Langdon:2019:GECCOcomp}
Also known as \cite{3326770} GECCO-2019 A Recombination of the 28th International Conference on Genetic Algorithms (ICGA) and the 24th Annual Genetic Programming Conference (GP)",
