| 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 | 737 | 2020 |
| MLPerf training benchmark P Mattson, C Cheng, C Coleman, G Diamos, P Micikevicius, D Patterson, ... arXiv preprint arXiv:1910.01500, 2019 | 431 | 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 | 397 | 2020 |
| MLPerf tiny benchmark C Banbury, VJ Reddi, P Torelli, J Holleman, N Jeffries, C Kiraly, P Montino, ... arXiv preprint arXiv:2106.07597, 2021 | 349 | 2021 |
| 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 | 257 | 2020 |
| Dataperf: Benchmarks for data-centric ai development M Mazumder, C Banbury, X Yao, B Karlaš, W Gaviria Rojas, S Diamos, ... Advances in Neural Information Processing Systems 36, 5320-5347, 2023 | 195 | 2023 |
| Federated benchmarking of medical artificial intelligence with MedPerf A Karargyris, R Umeton, MJ Sheller, A Aristizabal, J George, A Wuest, ... Nature machine intelligence 5 (7), 799-810, 2023 | 179 | 2023 |
| 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 | 140 | 2020 |
| 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 | 132 | 2021 |
| The dollar street dataset: Images representing the geographic and socioeconomic diversity of the world W Gaviria Rojas, S Diamos, K Kini, D Kanter, V Janapa Reddi, ... Advances in Neural Information Processing Systems 35, 12979-12990, 2022 | 102 | 2022 |
| 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 | 80 | 2021 |
| NVIDIA's GT200: Inside a parallel processor D id Kanter | 75 | 2008 |
| MLPerf mobile inference benchmark VJ Reddi, D Kanter, P Mattson, J Duke, T Nguyen, R Chukka, K Shiring, ... arXiv preprint arXiv:2012.02328, 2020 | 62* | 2020 |
| 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 | 61 | 2021 |
| Graphics processing requirements for enabling immersive vr D Kanter AMD White Paper, 1-12, 2015 | 50 | 2015 |
| Intel’s sandy bridge microarchitecture D Kanter Real World Technologies Website www. realworldtech. com/sandy-bridge, 2010 | 49 | 2010 |
| The common system interface: Intel’s future interconnect D Kanter Real World Technologies, 1-4, 2007 | 39 | 2007 |
| Intel’s Haswell CPU microarchitecture D Kanter Real World Technologies 17, 2012 | 38 | 2012 |
| RISC-V offers simple, modular ISA D Kanter Microprocessor Report 1, 1-5, 2016 | 36 | 2016 |
| Benchmarking TinyML systems: Challenges and direction. arXiv 2020 CR Banbury, VJ Reddi, M Lam, W Fu, A Fazel, J Holleman, X Huang, ... arXiv preprint arXiv:2003.04821, 2003 | 31 | 2003 |
Vijay Janapa ReddiHarvard UniversityVerified email at eecs.harvard.edu
