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README.md

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Shared programs, benchmarks and kernels for autotuning/crowd-tuning
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===================================================================
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Various public benchmarks and kernels that we used in our research on
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universal and multi-objective autotuning/crowd-tuning. It is possible
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to reproduce and extend some techniques from our recent papers:
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These are various public programs, benchmarks and kernels used
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in our research on universal and multi-objective autotuning/crowd-tuning
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in the [open Collective Knowledge format](http://cKnowledge.org):
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* http://arxiv.org/abs/1506.06256
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* http://hal.inria.fr/hal-01054763
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We envision that community will join us in sharing their programs and data sets
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to enable systematic, collaborative and reproducible computer engineering.
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Benchmarks are considerably simplified to be run on (Android based)
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mobile phones and tables, and have many related data sets.
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Benchmarks are considerably simplified to be run on Linux, Windows, MacOs
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and even on Android based mobile phones and tables together with
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[open CK data sets](https://github.com/ctuning/ctuning-datasets-min).
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See some results from crowdsourcing iterative compilation (autotuning)
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on Android-based mobile phones and other computer systems:
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Dependencies on other repositories
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==================================
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* ck-autotuning
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* ck-env
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* [ck-autotuning](https://github.com/ctuning/ck-autotuning)
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* [ck-env](https://github.com/ctuning/ck-env)
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Authors
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=======
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* Grigori Fursin, cTuning foundation (France) / dividiti (UK)
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* [Grigori Fursin](http://fursin.net/research.html), cTuning foundation/dividiti
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* Various authors of shared programs (see individual entries)
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Prerequisites
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If you want to compile and run our benchmarks on Android-based mobile phones,
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you need to download and register with CK Android NDK as described here:
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* https://github.com/ctuning/ck/wiki/Getting_started_guide_tools
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Publications
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============
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```
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@inproceedings{ck-date16,
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title = {{Collective Knowledge}: towards {R\&D} sustainability},
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author = {Fursin, Grigori and Lokhmotov, Anton and Plowman, Ed},
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booktitle = {Proceedings of the Conference on Design, Automation and Test in Europe (DATE'16)},
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year = {2016},
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month = {March},
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url = {https://www.researchgate.net/publication/304010295_Collective_Knowledge_Towards_RD_Sustainability}
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}
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@inproceedings{Fur2009,
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author = {Grigori Fursin},
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title = {{Collective Tuning Initiative}: automating and accelerating development and optimization of computing systems},
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booktitle = {Proceedings of the GCC Developers' Summit},
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year = {2009},
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month = {June},
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location = {Montreal, Canada},
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keys = {http://www.gccsummit.org/2009}
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url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=IwcnpkwAAAAJ&cstart=20&citation_for_view=IwcnpkwAAAAJ:8k81kl-MbHgC}
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}
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```
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* http://arxiv.org/abs/1506.06256
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* http://hal.inria.fr/hal-01054763
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* https://hal.inria.fr/inria-00436029
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* http://arxiv.org/abs/1407.4075
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* https://scholar.google.com/citations?view_op=view_citation&hl=en&user=IwcnpkwAAAAJ&citation_for_view=IwcnpkwAAAAJ:LkGwnXOMwfcC
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Feedback
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========
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If you have problems, questions or suggestions, do not hesitate to get in touch
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via the following mailing lists:
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* https://groups.google.com/forum/#!forum/collective-knowledge
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* https://groups.google.com/forum/#!forum/ctuning-discussions
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![logo](https://github.com/ctuning/ck-guide-images/blob/master/logo-validated-by-the-community-simple.png)

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