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전체선택

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

보고서

Author: Song, Shuaiwen Leon
Kruft, Bonnie
Zhang, Minjia
Li, Conglong
Chen, Shiyang
Zhang, Chengming
Tanaka, Masahiro
Wu, Xiaoxia
Rasley, Jeff
Awan, Ammar Ahmad
Holmes, Connor
Cai, Martin
Ghanem, Adam
Zhou, Zhongzhu
He, Yuxiong
Luferenko, Pete
Kumar, Divya
Weyn, Jonathan
Zhang, Ruixiong
Klocek, Sylwester
Vragov, Volodymyr
AlQuraishi, Mohammed
Ahdritz, Gustaf
Floristean, Christina
Negri, Cristina
Kotamarthi, Rao
Vishwanath, Venkatram
Ramanathan, Arvind
Foreman, Sam
Hippe, Kyle
Arcomano, Troy
Maulik, Romit
Zvyagin, Maxim
Brace, Alexander
Zhang, Bin
Bohorquez, Cindy Orozco
Clyde, Austin
Kale, Bharat
Perez-Rivera, Danilo
Ma, Heng
Mann, Carla M.
Irvin, Michael
Pauloski, J. Gregory
Ward, Logan
Hayot, Valerie
Emani, Murali
Xie, Zhen
Lin, Diangen
Shukla, Maulik
Foster, Ian
Davis, James J.
Papka, Michael E.
Brettin, Thomas
Balaprakash, Prasanna
Tourassi, Gina
Gounley, John
Hanson, Heidi
Potok, Thomas E
Pasini, Massimiliano Lupo
Evans, Kate
Lu, Dan
Lunga, Dalton
Yin, Junqi
Dash, Sajal
Wang, Feiyi
Shankar, Mallikarjun
Lyngaas, Isaac
Wang, Xiao
Cong, Guojing
Zhang, Pei
Fan, Ming
Liu, Siyan
Hoisie, Adolfy
Yoo, Shinjae
Ren, Yihui
Tang, William
Felker, Kyle
Svyatkovskiy, Alexey
Liu, Hang
Aji, Ashwin
Dalton, Angela
Schulte, Michael
Schulz, Karl
Deng, Yuntian
Nie, Weili
Romero, Josh
Dallago, Christian
Vahdat, Arash
Xiao, Chaowei
Gibbs, Thomas
Anandkumar, Anima
Stevens, Rick
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

보고서

Author: Emani, Murali
Foreman, Sam
Sastry, Varuni
Xie, Zhen
Raskar, Siddhisanket
Arnold, William
Thakur, Rajeev
Vishwanath, Venkatram
Papka, Michael E.
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

HPC-GPT: Integrating Large Language Model for High-Performance Computing

보고서

Author: Ding, Xianzhong
Chen, Le
Emani, Murali
Liao, Chunhua
Lin, Pei-Hung
Vanderbruggen, Tristan
Xie, Zhen
Cerpa, Alberto E.
Du, Wan
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

Data Race Detection Using Large Language Models

보고서

Author: Chen, Le
Ding, Xianzhong
Emani, Murali
Vanderbruggen, Tristan
Lin, Pei-hung
Liao, Chuanhua
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

A Survey of Techniques for Optimizing Transformer Inference

보고서

Author: Chitty-Venkata, Krishna Teja
Mittal, Sparsh
Emani, Murali
Vishwanath, Venkatram
Somani, Arun K.
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads

회의자료

issue: 2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) PMBS Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS), 2022 IEEE/ACM International Workshop on. :13-25 Nov, 2022
Author: Emani, Murali
Xie, Zhen
Raskar, Siddhisanket
Sastry, Varuni
Arnold, William
Wilson, Bruce
Thakur, Rajeev
Vishwanath, Venkatram
Liu, Zhengchun
Papka, Michael E.
Bohorquez, Cindy Orozco
Weisner, Rick
Li, Karen
Sheng, Yongning
Du, Yun
Zhang, Jian
Tsyplikhin, Alexander
Khaira, Gurdaman
Fowers, Jeremy
Sivakumar, Ramakrishnan
Godsoe, Victoria
Macias, Adrian
Tekur, Chetan
Boyd, Matthew
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC

회의자료

issue: 2022 IEEE/ACM International Workshop on HPC User Support Tools (HUST) HUST HPC User Support Tools (HUST), 2022 IEEE/ACM International Workshop on. :29-40 Nov, 2022
Author: Nan, Zifan
Dave, Mithil
Shen, Xipeng
Liao, Chunhua
Vanderbruggen, Tristan
Lin, Pei-Hung
Emani, Murali
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Early Experience with Transformer-Based Similarity Analysis for DataRaceBench

회의자료

issue: 2022 IEEE/ACM Sixth International Workshop on Software Correctness for HPC Applications (Correctness) CORRECTNESS Software Correctness for HPC Applications (Correctness), 2022 IEEE/ACM Sixth International Workshop on. :45-53 Nov, 2022
Author: Chen, Winson
Vanderbruggen, Tristan
Lin, Pei-Hung
Liao, Chunhua
Emani, Murali
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study

회의자료

issue: 2022 Fourth International Conference on Transdisciplinary AI (TransAI) TRANSAI Transdisciplinary AI (TransAI), 2022 Fourth International Conference on. :128-134 Sep, 2022
Author: Lin, Pei-Hung
Liao, Chunhua
Chen, Winson
Vanderbruggen, Tristan
Emani, Murali
Xu, Hailu
DB Label: Database : IEEE Xplore Digital Library