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FORGE: Pre-Training Open Foundation Models for Science

회의자료

issue: SC23: International Conference for High Performance Computing, Networking, Storage and Analysis High Performance Computing, Networking, Storage and Analysis, SC23: International Conference for. :1-13 Nov, 2023
Author: Yin, Junqi
Dash, Sajal
Wang, Feiyi
Shankar, Mallikarjun Arjun
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Distributing Simplex-Shaped Nested for-Loops to Identify Carcinogenic Gene Combinations

회의자료

issue: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) IPDPS Parallel and Distributed Processing Symposium (IPDPS), 2023 IEEE International. :974-984 May, 2023
Author: Dash, Sajal
Haque Monil, Mohammad Alaul
Yin, Junqi
Anandakrishnan, Ramu
Wang, Feiyi
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Optimizing Distributed Training on Frontier for Large Language Models

보고서

Author: Dash, Sajal
Lyngaas, Isaac
Yin, Junqi
Wang, Xiao
Egele, Romain
Cong, Guojing
Wang, Feiyi
Balaprakash, Prasanna
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

Ultra-Long Sequence Distributed Transformer

보고서

Author: Wang, Xiao
Lyngaas, Isaac
Tsaris, Aristeidis
Chen, Peng
Dash, Sajal
Shekar, Mayanka Chandra
Luo, Tao
Yoon, Hong-Jun
Wahib, Mohamed
Gouley, John
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

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)

Distilling Knowledge from Ensembles of Cluster-Constrained-Attention Multiple-Instance Learners for Whole Slide Image Classification

회의자료

issue: 2022 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2022 IEEE International Conference on. :3393-3397 Dec, 2022
Author: Alamudun, Folami
Hinkle, Jacob
Dash, Sajal
Hernandez, Benjamin
Tsaris, Aristeidis
Yoon, Hong-Jun
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Hvac: Removing I/O Bottleneck for Large-Scale Deep Learning Applications

회의자료

issue: 2022 IEEE International Conference on Cluster Computing (CLUSTER) CLUSTER Cluster Computing (CLUSTER), 2022 IEEE International Conference on. :324-335 Sep, 2022
Author: Khan, Awais
Paul, Arnab K.
Zimmer, Christopher
Oral, Sarp
Dash, Sajal
Atchley, Scott
Wang, Feiyi
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

A Scalable Pipeline for Gigapixel Whole Slide Imaging Analysis on Leadership Class HPC Systems

회의자료

issue: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) IPDPSW Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2022 IEEE International. :1266-1274 May, 2022
Author: Dash, Sajal
Hernandez, Benjamin
Tsaris, Aristeidis
Alamudun, Folami T
Yoon, Hong-Jun
Wang, Feivi
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Mitigating Catastrophic Forgetting in Deep Learning in a Streaming Setting Using Historical Summary

회의자료

issue: 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-7) DRBSD-7 Data Analysis and Reduction for Big Scientific Data (DRBSD-7), 2021 7th International Workshop on. :11-18 Nov, 2021
Author: Dash, Sajal
Yin, Junqi
Shankar, Mallikarjun
Wang, Feiyi
Feng, Wu-chun
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Evaluation of pre-training large language models on leadership-class supercomputers

학술저널

issue: The Journal of Supercomputing: An International Journal of High-Performance Computer Design, Analysis, and Use. 79(18):20747-20768
Author: Yin, Junqi^{Aff1, IDs11227023054797_cor1}
Dash, Sajal
Gounley, John
Wang, Feiyi
Tourassi, Georgia
DB Label: Database : Springer Nature Journals

원문보기: 등재 - Web of Science (SCIE) 등재 - SCOPUS 조회 - Impact Factor (JCR)

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