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个人简介
At present, I am leading the development of Meta’s software stack and best practices to support deployment of accelerators at scale to support over a billion users. I’ve led and/or personally developed the APIs for accelerator deployment at scale, for model performance optimization, automated inference hyperparameter optimization, model performance and correctness testing, and Meta’s environment for continuous integration and deployment of AI models on GPUs and accelerators. I’ve taken meta from 0 => many of the largest model’s in our industry deployed on GPUs and accelerators.
Specialties: transformational technology leadership, people leadership, deep learning, artificial intelligence, project leadership, strategy development, development execution, CPU and system architecture, server architecture, virtualization architecture, multiprocessor systems, supercomputer systems, compilation technology and hardware/software co-optimization.
Specialties: transformational technology leadership, people leadership, deep learning, artificial intelligence, project leadership, strategy development, development execution, CPU and system architecture, server architecture, virtualization architecture, multiprocessor systems, supercomputer systems, compilation technology and hardware/software co-optimization.
研究兴趣
论文共 338 篇作者统计合作学者相似作者
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Jason Ansel,Edward Z. Yang,Horace He,Natalia Gimelshein,Animesh Jain, Michael Voznesensky, Bin Bao, Peter Bell, David Berard,Evgeni Burovski,Geeta Chauhan, Anjali Chourdia,Will Constable,Alban Desmaison,Zachary DeVito, Elias Ellison,Will Feng, Jiong Gong,Michael Gschwind, Brian Hirsh, Sherlock Huang, Kshiteej Kalambarkar, Laurent Kirsch, Michael Lazos, Mario Lezcano, Yanbo Liang, Jason Liang,Yinghai Lu, C. K. Luk,Bert Maher, Yunjie Pan,Christian Puhrsch,Matthias Reso,Mark Saroufim, Marcos Yukio Siraichi, Helen Suk, Shunting Zhang, Michael Suo, Phil Tillet, Xu Zhao, Eikan Wang,Keren Zhou, Richard Zou,Xiaodong Wang, Ajit Mathews, William Wen,Gregory Chanan, Peng Wu,Soumith Chintala
International Conference on Architectural Support for Programming Languages and Operating Systemspp.929-947, (2024)
Michael Anderson,Benny Chen,Stephen Chen,Summer Deng,Jordan Fix,Michael Gschwind,Aravind Kalaiah,Changkyu Kim,Jaewon Lee, Jason Liang,Haixin Liu,Yinghai Lu,Jack Montgomery, Arun Moorthy,Satish Nadathur, Sam Naghshineh,Avinash Nayak,Jongsoo Park,Chris Petersen,Martin Schatz,Narayanan Sundaram,Bangsheng Tang, Peter Tang, Amy Yang,Jiecao Yu,Hector Yuen, Ying Zhang,Aravind Anbudurai,Vandana Balan, Harsha Bojja, Joe Boyd,Matthew Breitbach, Claudio Caldato, Anna Calvo, Garret Catron,Sneh Chandwani,Panos Christeas,Brad Cottel,Brian Coutinho,Arun Dalli,Abhishek Dhanotia,Oniel Duncan,Roman Dzhabarov,Simon Elmir,Chunli Fu,Wenyin Fu,Michael Fulthorp,Adi Gangidi, Nick Gibson, Sean Gordon, Beatriz Padilla Hernandez,Daniel Ho,Yu-Cheng Huang, Olof Johansson,Shishir Juluri,Shobhit Kanaujia, Manali Kesarkar, Jonathan Killinger, Ben Kim, Rohan Kulkarni, Meghan Lele,Huayu Li, Huamin Li, Yueming Li, Cynthia Liu, Jerry Liu,Bert Maher, Chandra Mallipedi, Seema Mangla,Kiran Kumar Matam, Jubin Mehta, Shobhit Mehta, Christopher Mitchell,Bharath Muthiah, Nitin Nagarkatte, Ashwin Narasimha, Bernard Nguyen, Thiara Ortiz, Soumya Padmanabha, Deng Pan, Ashwin Poojary, Ye, Qi, Olivier Raginel, Dwarak Rajagopal, Tristan Rice, Craig Ross,Nadav Rotem, Scott Russ, Kushal Shah, Baohua Shan, Hao Shen, Pavan Shetty, Krish Skandakumaran, Kutta Srinivasan,Roshan Sumbaly, Michael Tauberg, Mor Tzur, Sidharth Verma, Hao Wang, Man Wang, Ben Wei, Alex Xia, Chenyu Xu, Martin Yang, Kai Zhang, Ruoxi Zhang, Ming Zhao,Whitney Zhao, Rui Zhu, Ajit Mathews,Lin Qiao,Misha Smelyanskiy,Bill Jia,Vijay Rao
arXiv (Cornell University) (2021)
Carole-Jean Wu,Ramya Raghavendra,Udit Gupta,Bilge Acun,Newsha Ardalani,Kiwan Maeng, Gloria Chang, Fiona Aga Behram, Jinshi Huang,Charles Bai,Michael Gschwind, Anurag Gupta,Myle Ott, Anastasia Melnikov,Salvatore Candido,David Brooks,Geeta Chauhan,Benjamin Lee,Hsien-Hsin S. Lee,Bugra Akyildiz,Maximilian Balandat,Joe Spisak,Ravi Jain,Mike Rabbat,Kim M. Hazelwood
Conference on Machine Learning and Systems (MLSys) (2021)
OSTI OAI (US Department of Energy Office of Scientific and Technical Information) (2017)
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作者统计
#Papers: 339
#Citation: 12526
H-Index: 44
G-Index: 84
Sociability: 6
Diversity: 1
Activity: 0
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