%0 Book Section %1 Nugteren2013-nn %A Nugteren, Cedric %A Custers, Pieter %A Corporaal, Henk %B Advanced Parallel Processing Technologies %D 2013 %I Springer Berlin Heidelberg %K Algorithmic_species Code_generation Expose Skeleton-based To_Read %P 184--198 %T Automatic Skeleton-Based Compilation through Integration with an Algorithm Classification %X This paper presents a technique to fully automatically generate efficient and readable code for parallel processors. We base our approach on skeleton-based compilation and 'algorithmic species', an algorithm classification of program code. We use a tool to automatically annotate C code with species information where possible. The annotated program code is subsequently fed into the skeleton-based source-to-source compiler 'Bones', which generates OpenMP, OpenCL or CUDA code and optimises host-accelerator transfers. This results in a unique approach, integrating a skeleton-based compiler for the first time into an automated flow. We demonstrate the benefits of our approach on the PolyBench suite by showing average speed-ups of 1.4x and 1.6x for GPU code compared to ppcg and Par4All, two state-of-the-art compilers.

@incollection{Nugteren2013-nn, abstract = {This paper presents a technique to fully automatically generate efficient and readable code for parallel processors. We base our approach on skeleton-based compilation and 'algorithmic species', an algorithm classification of program code. We use a tool to automatically annotate C code with species information where possible. The annotated program code is subsequently fed into the skeleton-based source-to-source compiler 'Bones', which generates OpenMP, OpenCL or CUDA code and optimises host-accelerator transfers. This results in a unique approach, integrating a skeleton-based compiler for the first time into an automated flow. We demonstrate the benefits of our approach on the PolyBench suite by showing average speed-ups of 1.4x and 1.6x for GPU code compared to ppcg and Par4All, two state-of-the-art compilers.}, added-at = {2015-04-10T18:02:47.000+0200}, author = {Nugteren, Cedric and Custers, Pieter and Corporaal, Henk}, biburl = {https://www.bibsonomy.org/bibtex/2bdffe639bb2ed5155f551d3e1a09e630/christophv}, booktitle = {Advanced Parallel Processing Technologies}, interhash = {7a6372d54b5dc6ec5af74a806ce0e5c3}, intrahash = {bdffe639bb2ed5155f551d3e1a09e630}, keywords = {Algorithmic_species Code_generation Expose Skeleton-based To_Read}, pages = {184--198}, publisher = {Springer Berlin Heidelberg}, series = {Lecture Notes in Computer Science}, timestamp = {2016-01-04T14:22:08.000+0100}, title = {Automatic {Skeleton-Based} Compilation through Integration with an Algorithm Classification}, year = 2013 }