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ORCIDBibTeX records: Cody Coleman
@article{DBLP:journals/corr/abs-2404-12241,
author = {Bertie Vidgen and
Adarsh Agrawal and
Ahmed M. Ahmed and
Victor Akinwande and
Namir Al{-}Nuaimi and
Najla Alfaraj and
Elie Alhajjar and
Lora Aroyo and
Trupti Bavalatti and
Borhane Blili{-}Hamelin and
Kurt D. Bollacker and
Rishi Bomassani and
Marisa Ferrara Boston and
Sim{\'{e}}on Campos and
Kal Chakra and
Canyu Chen and
Cody Coleman and
Zacharie Delpierre Coudert and
Leon Derczynski and
Debojyoti Dutta and
Ian Eisenberg and
James Ezick and
Heather Frase and
Brian Fuller and
Ram Gandikota and
Agasthya Gangavarapu and
Ananya Gangavarapu and
James Gealy and
Rajat Ghosh and
James Goel and
Usman Gohar and
Subhra S. Goswami and
Scott A. Hale and
Wiebke Hutiri and
Joseph Marvin Imperial and
Surgan Jandial and
Nick Judd and
Felix Juefei{-}Xu and
Foutse Khomh and
Bhavya Kailkhura and
Hannah Rose Kirk and
Kevin Klyman and
Chris Knotz and
Michael Kuchnik and
Shachi H. Kumar and
Chris Lengerich and
Bo Li and
Zeyi Liao and
Eileen Peters Long and
Victor Lu and
Yifan Mai and
Priyanka Mary Mammen and
Kelvin Manyeki and
Sean McGregor and
Virendra Mehta and
Shafee Mohammed and
Emanuel Moss and
Lama Nachman and
Dinesh Jinenhally Naganna and
Amin Nikanjam and
Besmira Nushi and
Luis Oala and
Iftach Orr and
Alicia Parrish and
Cigdem Patlak and
William Pietri and
Forough Poursabzi{-}Sangdeh and
Eleonora Presani and
Fabrizio Puletti and
Paul R{\"{o}}ttger and
Saurav Sahay and
Tim Santos and
Nino Scherrer and
Alice Schoenauer Sebag and
Patrick Schramowski and
Abolfazl Shahbazi and
Vin Sharma and
Xudong Shen and
Vamsi Sistla and
Leonard Tang and
Davide Testuggine and
Vithursan Thangarasa and
Elizabeth Anne Watkins and
Rebecca Weiss and
Chris Welty and
Tyler Wilbers and
Adina Williams and
Carole{-}Jean Wu and
Poonam Yadav and
Xianjun Yang and
Yi Zeng and
Wenhui Zhang and
Fedor Zhdanov and
Jiacheng Zhu and
Percy Liang and
Peter Mattson and
Joaquin Vanschoren},
title = {Introducing v0.5 of the {AI} Safety Benchmark from MLCommons},
journal = {CoRR},
volume = {abs/2404.12241},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12241},
doi = {10.48550/ARXIV.2404.12241},
eprinttype = {arXiv},
eprint = {2404.12241},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KarargyrisUSAGWPKZBMCGNRKXBCBEATS23,
author = {Alexandros Karargyris and
Renato Umeton and
Micah J. Sheller and
Alejandro Aristizabal and
Johnu George and
Anna Wuest and
Sarthak Pati and
Hasan Kassem and
Maximilian Zenk and
Ujjwal Baid and
Prakash Narayana Moorthy and
Alexander Chowdhury and
Junyi Guo and
Sahil S. Nalawade and
Jacob Rosenthal and
David Kanter and
Maria Xenochristou and
Daniel J. Beutel and
Verena Chung and
Timothy Bergquist and
James A. Eddy and
Abubakar Abid and
Lewis Tunstall and
Omar Sanseviero and
Dimitrios Dimitriadis and
Yiming Qian and
Xinxing Xu and
Yong Liu and
Rick Siow Mong Goh and
Srini Bala and
Victor Bittorf and
Sreekar Reddy Puchala and
Biagio Ricciuti and
Soujanya Samineni and
Eshna Sengupta and
Akshay Chaudhari and
Cody Coleman and
Bala Desinghu and
Gregory F. Diamos and
Debo Dutta and
Diane Feddema and
Grigori Fursin and
Xinyuan Huang and
Satyananda Kashyap and
Nicholas D. Lane and
Indranil Mallick and
Pietro Mascagni and
Virendra Mehta and
Cassiano Ferro Moraes and
Vivek Natarajan and
Nikola Nikolov and
Nicolas Padoy and
Gennady Pekhimenko and
Vijay Janapa Reddi and
G. Anthony Reina and
Pablo Ribalta and
Abhishek Singh and
Jayaraman J. Thiagarajan and
Jacob Albrecht and
Thomas Wolf and
Geralyn Miller and
Huazhu Fu and
Prashant Shah and
Daguang Xu and
Poonam Yadav and
David Talby and
Mark M. Awad and
Jeremy P. Howard and
Michael Rosenthal and
Luigi Marchionni and
Massimo Loda and
Jason M. Johnson and
Spyridon Bakas and
Peter Mattson},
title = {Federated benchmarking of medical artificial intelligence with MedPerf},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {7},
pages = {799--810},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00652-2},
doi = {10.1038/S42256-023-00652-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/KarargyrisUSAGWPKZBMCGNRKXBCBEATS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MazumderBYKRDDH23,
author = {Mark Mazumder and
Colby R. Banbury and
Xiaozhe Yao and
Bojan Karlas and
William Gaviria Rojas and
Sudnya Frederick Diamos and
Greg Diamos and
Lynn He and
Alicia Parrish and
Hannah Rose Kirk and
Jessica Quaye and
Charvi Rastogi and
Douwe Kiela and
David Jurado and
David Kanter and
Rafael Mosquera and
Will Cukierski and
Juan Ciro and
Lora Aroyo and
Bilge Acun and
Lingjiao Chen and
Mehul Raje and
Max Bartolo and
Evan Sabri Eyuboglu and
Amirata Ghorbani and
Emmett D. Goodman and
Addison Howard and
Oana Inel and
Tariq Kane and
Christine R. Kirkpatrick and
D. Sculley and
Tzu{-}Sheng Kuo and
Jonas W. Mueller and
Tristan Thrush and
Joaquin Vanschoren and
Margaret Warren and
Adina Williams and
Serena Yeung and
Newsha Ardalani and
Praveen K. Paritosh and
Ce Zhang and
James Y. Zou and
Carole{-}Jean Wu and
Cody Coleman and
Andrew Y. Ng and
Peter Mattson and
Vijay Janapa Reddi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {DataPerf: Benchmarks for Data-Centric {AI} Development},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/112db88215e25b3ae2750e9eefcded94-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MazumderBYKRDDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13028,
author = {Luis Oala and
Manil Maskey and
Lilith Bat{-}Leah and
Alicia Parrish and
Nezihe Merve G{\"{u}}rel and
Tzu{-}Sheng Kuo and
Yang Liu and
Rotem Dror and
Danilo Brajovic and
Xiaozhe Yao and
Max Bartolo and
William Gaviria Rojas and
Ryan Hileman and
Rainier Aliment and
Michael W. Mahoney and
Meg Risdal and
Matthew Lease and
Wojciech Samek and
Debojyoti Dutta and
Curtis G. Northcutt and
Cody Coleman and
Braden Hancock and
Bernard Koch and
Girmaw Abebe Tadesse and
Bojan Karlas and
Ahmed M. Alaa and
Adji Bousso Dieng and
Natasha F. Noy and
Vijay Janapa Reddi and
James Zou and
Praveen K. Paritosh and
Mihaela van der Schaar and
Kurt D. Bollacker and
Lora Aroyo and
Ce Zhang and
Joaquin Vanschoren and
Isabelle Guyon and
Peter Mattson},
title = {{DMLR:} Data-centric Machine Learning Research - Past, Present and
Future},
journal = {CoRR},
volume = {abs/2311.13028},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13028},
doi = {10.48550/ARXIV.2311.13028},
eprinttype = {arXiv},
eprint = {2311.13028},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ColemanCKCBBNSZ22,
author = {Cody Coleman and
Edward Chou and
Julian Katz{-}Samuels and
Sean Culatana and
Peter Bailis and
Alexander C. Berg and
Robert D. Nowak and
Roshan Sumbaly and
Matei Zaharia and
I. Zeki Yalniz},
title = {Similarity Search for Efficient Active Learning and Search of Rare
Concepts},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6402--6410},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20591},
doi = {10.1609/AAAI.V36I6.20591},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ColemanCKCBBNSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RojasDKKRC22,
author = {William Gaviria Rojas and
Sudnya Frederick Diamos and
Keertan Kini and
David Kanter and
Vijay Janapa Reddi and
Cody Coleman},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {The Dollar Street Dataset: Images Representing the Geographic and
Socioeconomic Diversity of the World},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5474d9d43c0519aa176276ff2c1ca528-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RojasDKKRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10062,
author = {Mark Mazumder and
Colby R. Banbury and
Xiaozhe Yao and
Bojan Karlas and
William Gaviria Rojas and
Sudnya Frederick Diamos and
Greg Diamos and
Lynn He and
Douwe Kiela and
David Jurado and
David Kanter and
Rafael Mosquera and
Juan Ciro and
Lora Aroyo and
Bilge Acun and
Sabri Eyuboglu and
Amirata Ghorbani and
Emmett D. Goodman and
Tariq Kane and
Christine R. Kirkpatrick and
Tzu{-}Sheng Kuo and
Jonas Mueller and
Tristan Thrush and
Joaquin Vanschoren and
Margaret Warren and
Adina Williams and
Serena Yeung and
Newsha Ardalani and
Praveen K. Paritosh and
Ce Zhang and
James Zou and
Carole{-}Jean Wu and
Cody Coleman and
Andrew Y. Ng and
Peter Mattson and
Vijay Janapa Reddi},
title = {DataPerf: Benchmarks for Data-Centric {AI} Development},
journal = {CoRR},
volume = {abs/2207.10062},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10062},
doi = {10.48550/ARXIV.2207.10062},
eprinttype = {arXiv},
eprint = {2207.10062},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Coleman21,
author = {Cody Coleman},
title = {Resource and data efficient deep learning},
school = {Stanford University, {USA}},
year = {2021},
url = {https://searchworks.stanford.edu/view/13972856},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Coleman21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/ColemanZS21,
author = {Cody Coleman and
Yi Zhang and
Maria Seale},
title = {Leveraging Big Data to Discover High Yield Prognostics Applications},
booktitle = {International {IEEE} Conference on Prognostics and Health Management,
{ICPHM} 2021, Detroit, MI, USA, June 7-9, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICPHM51084.2021.9486672},
doi = {10.1109/ICPHM51084.2021.9486672},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icphm/ColemanZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01406,
author = {Alexandros Karargyris and
Renato Umeton and
Micah J. Sheller and
Alejandro Aristizabal and
Johnu George and
Srini Bala and
Daniel J. Beutel and
Victor Bittorf and
Akshay Chaudhari and
Alexander Chowdhury and
Cody Coleman and
Bala Desinghu and
Gregory F. Diamos and
Debo Dutta and
Diane Feddema and
Grigori Fursin and
Junyi Guo and
Xinyuan Huang and
David Kanter and
Satyananda Kashyap and
Nicholas D. Lane and
Indranil Mallick and
Pietro Mascagni and
Virendra Mehta and
Vivek Natarajan and
Nikola Nikolov and
Nicolas Padoy and
Gennady Pekhimenko and
Vijay Janapa Reddi and
G. Anthony Reina and
Pablo Ribalta and
Jacob Rosenthal and
Abhishek Singh and
Jayaraman J. Thiagarajan and
Anna Wuest and
Maria Xenochristou and
Daguang Xu and
Poonam Yadav and
Michael Rosenthal and
Massimo Loda and
Jason M. Johnson and
Peter Mattson},
title = {MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence
using Federated Evaluation},
journal = {CoRR},
volume = {abs/2110.01406},
year = {2021},
url = {https://arxiv.org/abs/2110.01406},
eprinttype = {arXiv},
eprint = {2110.01406},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/MattsonTWWRCCDK20,
author = {Peter Mattson and
Hanlin Tang and
Gu{-}Yeon Wei and
Carole{-}Jean Wu and
Vijay Janapa Reddi and
Christine Cheng and
Cody Coleman and
Greg Diamos and
David Kanter and
Paulius Micikevicius and
David A. Patterson and
Guenther Schmuelling},
title = {MLPerf: An Industry Standard Benchmark Suite for Machine Learning
Performance},
journal = {{IEEE} Micro},
volume = {40},
number = {2},
pages = {8--16},
year = {2020},
url = {https://doi.org/10.1109/MM.2020.2974843},
doi = {10.1109/MM.2020.2974843},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/MattsonTWWRCCDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ColemanYMMBLLZ20,
author = {Cody Coleman and
Christopher Yeh and
Stephen Mussmann and
Baharan Mirzasoleiman and
Peter Bailis and
Percy Liang and
Jure Leskovec and
Matei Zaharia},
title = {Selection via Proxy: Efficient Data Selection for Deep Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJg2b0VYDr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ColemanYMMBLLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/ReddiCKMSWABCCC20,
author = {Vijay Janapa Reddi and
Christine Cheng and
David Kanter and
Peter Mattson and
Guenther Schmuelling and
Carole{-}Jean Wu and
Brian Anderson and
Maximilien Breughe and
Mark Charlebois and
William Chou and
Ramesh Chukka and
Cody Coleman and
Sam Davis and
Pan Deng and
Greg Diamos and
Jared Duke and
Dave Fick and
J. Scott Gardner and
Itay Hubara and
Sachin Idgunji and
Thomas B. Jablin and
Jeff Jiao and
Tom St. John and
Pankaj Kanwar and
David Lee and
Jeffery Liao and
Anton Lokhmotov and
Francisco Massa and
Peng Meng and
Paulius Micikevicius and
Colin Osborne and
Gennady Pekhimenko and
Arun Tejusve Raghunath Rajan and
Dilip Sequeira and
Ashish Sirasao and
Fei Sun and
Hanlin Tang and
Michael Thomson and
Frank Wei and
Ephrem Wu and
Lingjie Xu and
Koichi Yamada and
Bing Yu and
George Yuan and
Aaron Zhong and
Peizhao Zhang and
Yuchen Zhou},
title = {MLPerf Inference Benchmark},
booktitle = {47th {ACM/IEEE} Annual International Symposium on Computer Architecture,
{ISCA} 2020, Virtual Event / Valencia, Spain, May 30 - June 3, 2020},
pages = {446--459},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCA45697.2020.00045},
doi = {10.1109/ISCA45697.2020.00045},
timestamp = {Mon, 19 Feb 2024 07:32:24 +0100},
biburl = {https://dblp.org/rec/conf/isca/ReddiCKMSWABCCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/MattsonCDCMPTWB20,
author = {Peter Mattson and
Christine Cheng and
Gregory F. Diamos and
Cody Coleman and
Paulius Micikevicius and
David A. Patterson and
Hanlin Tang and
Gu{-}Yeon Wei and
Peter Bailis and
Victor Bittorf and
David Brooks and
Dehao Chen and
Debo Dutta and
Udit Gupta and
Kim M. Hazelwood and
Andy Hock and
Xinyuan Huang and
Daniel Kang and
David Kanter and
Naveen Kumar and
Jeffery Liao and
Deepak Narayanan and
Tayo Oguntebi and
Gennady Pekhimenko and
Lillian Pentecost and
Vijay Janapa Reddi and
Taylor Robie and
Tom St. John and
Carole{-}Jean Wu and
Lingjie Xu and
Cliff Young and
Matei Zaharia},
editor = {Inderjit S. Dhillon and
Dimitris S. Papailiopoulos and
Vivienne Sze},
title = {MLPerf Training Benchmark},
booktitle = {Proceedings of the Third Conference on Machine Learning and Systems,
MLSys 2020, Austin, TX, USA, March 2-4, 2020},
publisher = {mlsys.org},
year = {2020},
url = {https://proceedings.mlsys.org/paper\_files/paper/2020/hash/411e39b117e885341f25efb8912945f7-Abstract.html},
timestamp = {Fri, 28 Jun 2024 10:41:08 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/MattsonCDCMPTWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00077,
author = {Cody Coleman and
Edward Chou and
Sean Culatana and
Peter Bailis and
Alexander C. Berg and
Roshan Sumbaly and
Matei Zaharia and
I. Zeki Yalniz},
title = {Similarity Search for Efficient Active Learning and Search of Rare
Concepts},
journal = {CoRR},
volume = {abs/2007.00077},
year = {2020},
url = {https://arxiv.org/abs/2007.00077},
eprinttype = {arXiv},
eprint = {2007.00077},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigops/ColemanKNNZZBOR19,
author = {Cody Coleman and
Daniel Kang and
Deepak Narayanan and
Luigi Nardi and
Tian Zhao and
Jian Zhang and
Peter Bailis and
Kunle Olukotun and
Christopher R{\'{e}} and
Matei Zaharia},
title = {Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance
Benchmark},
journal = {{ACM} {SIGOPS} Oper. Syst. Rev.},
volume = {53},
number = {1},
pages = {14--25},
year = {2019},
url = {https://doi.org/10.1145/3352020.3352024},
doi = {10.1145/3352020.3352024},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigops/ColemanKNNZZBOR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11829,
author = {Cody Coleman and
Christopher Yeh and
Stephen Mussmann and
Baharan Mirzasoleiman and
Peter Bailis and
Percy Liang and
Jure Leskovec and
Matei Zaharia},
title = {Selection Via Proxy: Efficient Data Selection For Deep Learning},
journal = {CoRR},
volume = {abs/1906.11829},
year = {2019},
url = {http://arxiv.org/abs/1906.11829},
eprinttype = {arXiv},
eprint = {1906.11829},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01500,
author = {Peter Mattson and
Christine Cheng and
Cody Coleman and
Greg Diamos and
Paulius Micikevicius and
David A. Patterson and
Hanlin Tang and
Gu{-}Yeon Wei and
Peter Bailis and
Victor Bittorf and
David Brooks and
Dehao Chen and
Debojyoti Dutta and
Udit Gupta and
Kim M. Hazelwood and
Andrew Hock and
Xinyuan Huang and
Bill Jia and
Daniel Kang and
David Kanter and
Naveen Kumar and
Jeffery Liao and
Guokai Ma and
Deepak Narayanan and
Tayo Oguntebi and
Gennady Pekhimenko and
Lillian Pentecost and
Vijay Janapa Reddi and
Taylor Robie and
Tom St. John and
Carole{-}Jean Wu and
Lingjie Xu and
Cliff Young and
Matei Zaharia},
title = {MLPerf Training Benchmark},
journal = {CoRR},
volume = {abs/1910.01500},
year = {2019},
url = {http://arxiv.org/abs/1910.01500},
eprinttype = {arXiv},
eprint = {1910.01500},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02549,
author = {Vijay Janapa Reddi and
Christine Cheng and
David Kanter and
Peter Mattson and
Guenther Schmuelling and
Carole{-}Jean Wu and
Brian Anderson and
Maximilien Breughe and
Mark Charlebois and
William Chou and
Ramesh Chukka and
Cody Coleman and
Sam Davis and
Pan Deng and
Greg Diamos and
Jared Duke and
Dave Fick and
J. Scott Gardner and
Itay Hubara and
Sachin Idgunji and
Thomas B. Jablin and
Jeff Jiao and
Tom St. John and
Pankaj Kanwar and
David Lee and
Jeffery Liao and
Anton Lokhmotov and
Francisco Massa and
Peng Meng and
Paulius Micikevicius and
Colin Osborne and
Gennady Pekhimenko and
Arun Tejusve Raghunath Rajan and
Dilip Sequeira and
Ashish Sirasao and
Fei Sun and
Hanlin Tang and
Michael Thomson and
Frank Wei and
Ephrem Wu and
Lingjie Xu and
Koichi Yamada and
Bing Yu and
George Yuan and
Aaron Zhong and
Peizhao Zhang and
Yuchen Zhou},
title = {MLPerf Inference Benchmark},
journal = {CoRR},
volume = {abs/1911.02549},
year = {2019},
url = {http://arxiv.org/abs/1911.02549},
eprinttype = {arXiv},
eprint = {1911.02549},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01427,
author = {Cody Coleman and
Daniel Kang and
Deepak Narayanan and
Luigi Nardi and
Tian Zhao and
Jian Zhang and
Peter Bailis and
Kunle Olukotun and
Christopher R{\'{e}} and
Matei Zaharia},
title = {Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance
Benchmark},
journal = {CoRR},
volume = {abs/1806.01427},
year = {2018},
url = {http://arxiv.org/abs/1806.01427},
eprinttype = {arXiv},
eprint = {1806.01427},
timestamp = {Mon, 24 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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