David Kanter

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Vijay Janapa ReddiHarvard UniversityVerified email at eecs.harvard.edu
Colby BanburyPhD Student, Harvard UniversityVerified email at g.harvard.edu
Peter MattsonGOOGLEVerified email at google.com
Gregory DiamosLanding AIVerified email at landing.ai
David PattersonProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
Danilo PauSTMicroelectronics SrlVerified email at st.com
Cody ColemanCoactive AIVerified email at cs.stanford.edu
Hanlin TangCTO & Co-Founder, MosaicMLVerified email at mosaicml.com
Gu-Yeon WeiRobert and Suzanne Case Professor of EE and CS, Harvard University and Fellow, Samsung ResearchVerified email at eecs.harvard.edu
Michael BuchHarvard UniversityVerified email at g.harvard.edu
Cindy Trinh SridykhanENS Paris-SaclayVerified email at ens-paris-saclay.fr
Fatih CakirBoston UniversityVerified email at bu.edu
Mostafa El-KhamyAlexandria UniversityVerified email at alexu.edu.eg
Tom St. JohnCruiseVerified email at getcruise.com
Thomas B. JablinGoogleVerified email at illinois.edu
Itay HubaraPhD candidate at the Technion -Israel Institute of TechnologyVerified email at campus.technion.ac.il
Gennady PekhimenkoUniversity of TorontoVerified email at cs.toronto.edu
Maximilien BreugheGhent UniversityVerified email at elis.ugent.be
Carole-Jean WuMeta AI / FAIR
Cliff YoungGoogle BrainVerified email at post.harvard.edu

David Kanter

Real World Insights

Verified email at realworldtech.com - Homepage

Computer architecture machine learning performance analysis


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MLPerf Inference Benchmark VJ Reddi, C Cheng, D Kanter, P Mattson, G Schmuelling, CJ Wu, ... 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020	384	2020
MLPerf training benchmark P Mattson, C Cheng, C Coleman, G Diamos, P Micikevicius, D Patterson, ... arXiv preprint arXiv:1910.01500, 2019	287	2019
Benchmarking tinyml systems: Challenges and direction CR Banbury, VJ Reddi, M Lam, W Fu, A Fazel, J Holleman, X Huang, ... arXiv preprint arXiv:2003.04821, 2020	218	2020
MLPerf: An industry standard benchmark suite for machine learning performance P Mattson, VJ Reddi, C Cheng, C Coleman, G Diamos, D Kanter, ... IEEE Micro 40 (2), 8-16, 2020	139	2020
MLPerf tiny benchmark C Banbury, VJ Reddi, P Torelli, J Holleman, N Jeffries, C Kiraly, P Montino, ... arXiv preprint arXiv:2106.07597, 2021	133	2021
Nvidia's gt200: Inside a parallel processor D id Kanter	75	2008
MLPerf inference benchmark. In 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) VJ Reddi, C Cheng, D Kanter, P Mattson, G Schmuelling, CJ Wu, ... Valencia, Spain, 446-459, 2020	64	2020
Dataperf: Benchmarks for data-centric ai development M Mazumder, C Banbury, X Yao, B Karlaš, WG Rojas, S Diamos, ... arXiv preprint arXiv:2207.10062, 2022	53	2022
Intel’s sandy bridge microarchitecture D Kanter Real World Technologies, Sep 25, 2010	45	2010
The people's speech: A large-scale diverse english speech recognition dataset for commercial usage D Galvez, G Diamos, J Ciro, JF Cerón, K Achorn, A Gopi, D Kanter, M Lam, ... arXiv preprint arXiv:2111.09344, 2021	42	2021
Graphics processing requirements for enabling immersive vr D Kanter AMD White Paper, 1-12, 2015	39	2015
The common system interface: Intel’s future interconnect D Kanter Real World Technologies, 1-4, 2007	38	2007
Intel’s Haswell CPU microarchitecture D Kanter Real World Technologies 17, 2012	35	2012
Multilingual spoken words corpus M Mazumder, S Chitlangia, C Banbury, Y Kang, JM Ciro, K Achorn, ... Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021	29	2021
RISC-V offers simple, modular ISA D Kanter Microprocessor Report 1, 1-5, 2016	25	2016
The dollar street dataset: Images representing the geographic and socioeconomic diversity of the world WAG Rojas, S Diamos, KR Kini, D Kanter, VJ Reddi, C Coleman Thirty-sixth Conference on Neural Information Processing Systems Datasets …, 2022	23	2022
Diagonal collection of oblique imagery IRT McClathchie, DL Kanter US Patent 9,065,985, 2015	23	2015
Analysis of Haswell’s transactional memory D Kanter Real World Technologies (Febuary 15, 2012), 2012	23	2012
Inside Nehalem: Intel’s future processor and system D Kanter Real World Technologies, 2008	23	2008
MLPerf™ HPC: A holistic benchmark suite for scientific machine learning on HPC systems S Farrell, M Emani, J Balma, L Drescher, A Drozd, A Fink, G Fox, D Kanter, ... 2021 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2021	18	2021

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