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melange:papers:fall2019 [2019/08/30 13:57]
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melange:papers:fall2019 [2019/12/02 11:08]
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-@article{Verdoolaege:2012:ECS:2362389.2362390, author = {Verdoolaege,​ Sven and JanssensGerda and BruynoogheMaurice}, title = {Equivalence Checking ​of Static Affine Programs Using Widening ​to Handle Recurrences}, journal = {ACM Trans. ​Program. LangSyst.}, issue_date = {October 2012}, volume = {34}, number = {3}, month = nov, year = {2012}, issn = {0164-0925}, pages = {11:1–11:35}, articleno = {11}, numpages = {35}, url = {http://​doi.acm.org/​10.1145/​2362389.2362390}, doi = {10.1145/2362389.2362390}, acmid = {2362390}, publisher = {ACM}, address = {New York, NY, USA}, keywords = {Commutativityequivalence checkingpolytope modelrecurrenceswidening}, } +@article{Vasilache:2019:NAL:3366460.3355606, 
 + author = {Vasilache, Nicolas and Zinenko, Oleksandr and Theodoridis,​ Theodoros and Goyal, Priya and Devito, Zachary and Moses, William S. and Verdoolaege,​ Sven and AdamsAndrew ​and CohenAlbert}, 
 + title = {The Next 700 Accelerated Layers: From Mathematical Expressions ​of Network Computation Graphs ​to Accelerated GPU Kernels, Automatically}, 
 + journal = {ACM Trans. ​ArchitCode Optim.}, 
 + issue_date = {November 2019}, 
 + volume = {16}, 
 + number = {4}, 
 + month = oct, 
 + year = {2019}, 
 + issn = {1544-3566}, 
 + pages = {38:1--38:26}, 
 + articleno = {38}, 
 + numpages = {26}, 
 + url = {http://​doi.acm.org/​10.1145/​3355606}, 
 + doi = {10.1145/​3355606},​ 
 + acmid = {3355606},​ 
 + ​publisher = {ACM}, 
 + ​address = {New York, NY, USA}, 
 + ​keywords = {Deep learning layers, GPU acceleration,​ polyhedral compilation},​ 
 +}  
 +@inproceedings{Augustine:​2019:​GPC:​3314221.3314615,​ 
 + ​author = {Augustine, Travis and Sarma, Janarthanan and Pouchet, Louis-No\"​{e}l and Rodr\'​{\i}guez,​ Gabriel}, 
 + title = {Generating Piecewise-regular Code from Irregular Structures},​ 
 + ​booktitle = {Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation},​ 
 + ​series = {PLDI 2019}, 
 + year = {2019}, 
 + isbn = {978-1-4503-6712-7},​ 
 + ​location = {Phoenix, AZ, USA}, 
 + pages = {625--639},​ 
 + ​numpages = {15}, 
 + url = {http://​doi.acm.org/​10.1145/​3314221.3314615}, 
 + doi = {10.1145/3314221.3314615}, 
 + acmid = {3314615}, 
 + publisher = {ACM}, 
 + address = {New York, NY, USA}, 
 + keywords = {Polyhedral compilationSpMVsparse data structuretrace compression}, 
 +} 
 +@inproceedings{Rawat:​2016:​ERM:​2884045.2884047, 
 + ​author = {Rawat, Prashant Singh and Hong, Changwan and Ravishankar,​ Mahesh and Grover, Vinod and Pouchet, Louis-Noël and Sadayappan, P.}
 + title = {Effective Resource Management for Enhancing Performance of 2D and 3D Stencils on GPUs}, 
 + ​booktitle = {Proceedings of the 9th Annual Workshop on General Purpose Processing Using Graphics Processing Unit}, 
 + ​series = {GPGPU '​16},​ 
 + year = {2016}, 
 + isbn = {978-1-4503-4195-0},​ 
 + ​location = {Barcelona, Spain}, 
 + pages = {92--102},​ 
 + ​numpages = {11}, 
 + url = {http://​doi.acm.org/​10.1145/​2884045.2884047},​ 
 + doi = {10.1145/​2884045.2884047},​ 
 + acmid = {2884047},​ 
 + ​publisher = {ACM}, 
 + ​address = {New York, NY, USA}, 
 + ​keywords = {GPGPU, resource management, stencil computations,​ tiling}, 
 +
 + 
 + 
 + 
 + 
 +@article{DBLP:​journals/​corr/​abs-1805-02566,​ 
 +  author ​   = {Hyoukjun Kwon and 
 +               ​Michael Pellauer and 
 +               ​Tushar Krishna}, 
 +  title     = {Understanding Reuse, Performance,​ and Hardware Cost of DNN Dataflows: A Data-Centric Approach},​ 
 +  journal ​  = {CoRR}, 
 +  volume ​   = {abs/​1805.02566},​ 
 +  year      = {2018}, 
 +  url       = {http://​arxiv.org/​abs/​1805.02566},​ 
 +  archivePrefix = {arXiv}, 
 +  eprint ​   = {1805.02566},​ 
 +  timestamp = {Mon, 13 Aug 2018 16:46:45 +0200}, 
 +  biburl ​   = {https://​dblp.org/​rec/​bib/​journals/​corr/​abs-1805-02566},​ 
 +  bibsource = {dblp computer science bibliography,​ https://​dblp.org} 
 +
 + 
 + 
 + 
 + 
 +@inproceedings{Stock:​2014:​FED:​2594291.2594342,​ 
 + ​author = {Stock, Kevin and Kong, Martin and Grosser, Tobias and Pouchet, Louis-Noël and Rastello, Fabrice and Ramanujam, J. and Sadayappan, P.}, 
 + title = {A Framework for Enhancing Data Reuse via Associative Reordering},​ 
 + ​booktitle = {Proceedings of the 35th ACM SIGPLAN Conference on Programming Language Design and Implementation},​ 
 + ​series = {PLDI '​14},​ 
 + year = {2014}, 
 + isbn = {978-1-4503-2784-8},​ 
 + ​location = {Edinburgh, United Kingdom}, 
 + pages = {65--76}, 
 + ​numpages = {12}, 
 + url = {http://​doi.acm.org/​10.1145/​2594291.2594342},​ 
 + doi = {10.1145/​2594291.2594342},​ 
 + acmid = {2594342},​ 
 + ​publisher = {ACM}, 
 + ​address = {New York, NY, USA}, 
 +
 + 
 +@ARTICLE{7738524,​ author={Y. H. Chen and T. Krishna and J. S. Emer and V. Sze}, journal={IEEE Journal of Solid-State Circuits}, title={Eyeriss:​ An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks}, year={2017},​ volume={52},​ number={1}, pages={127-138},​ url = {http://​ieeexplore.ieee.org/​document/​7738524/​},​ doi={10.1109/​JSSC.2016.2616357},​ ISSN={0018-9200},​ month={Jan},​}  
 + 
 +@article{Vasilache:​2019:​NAL:​3366460.3355606,​ 
 + ​author = {Vasilache, Nicolas and Zinenko, Oleksandr and Theodoridis,​ Theodoros and Goyal, Priya and Devito, Zachary and Moses, William S. and Verdoolaege,​ Sven and Adams, Andrew and Cohen, Albert}, 
 + title = {The Next 700 Accelerated Layers: From Mathematical Expressions of Network Computation Graphs to Accelerated GPU Kernels, Automatically},​ 
 + ​journal = {ACM Trans. Archit. Code Optim.}, 
 + ​issue_date = {October 2019}, 
 + ​volume = {16}, 
 + ​number = {4}, 
 + month = oct, 
 + year = {2019}, 
 + issn = {1544-3566},​ 
 + pages = {38:​1--38:​26},​ 
 + ​articleno = {38}, 
 + ​numpages = {26}, 
 + url = {http://​doi.acm.org/​10.1145/​3355606},​ 
 + doi = {10.1145/​3355606},​ 
 + acmid = {3355606},​ 
 + ​publisher = {ACM}, 
 + ​address = {New York, NY, USA}, 
 + ​keywords = {Deep learning layers, GPU acceleration,​ polyhedral compilation},​ 
melange/papers/fall2019.txt · Last modified: 2019/12/02 11:09 by jana