skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Aluminum: An Asynchronous, GPU-aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on HPC systems

Authors:
 [1];  [1];  [1];  [1];  [1];  [2];  [1]
  1. Lawrence Livermore National Laboratory
  2. University of Illinois at Urbana-Champaign
Publication Date:
Research Org.:
Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA)
OSTI Identifier:
1489452
Report Number(s):
LLNL-CONF-757866
945847
DOE Contract Number:  
AC52-07NA27344
Resource Type:
Conference
Resource Relation:
Conference: Dallas, TX, United States
Country of Publication:
United States
Language:
English
Subject:
Computer science

Citation Formats

Dryden, N, Maruyama, N, Moon, T, Benson, T, Yoo, A, Snir, M, and Van Essen, B. Aluminum: An Asynchronous, GPU-aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on HPC systems. United States: N. p., 2018. Web.
Dryden, N, Maruyama, N, Moon, T, Benson, T, Yoo, A, Snir, M, & Van Essen, B. Aluminum: An Asynchronous, GPU-aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on HPC systems. United States.
Dryden, N, Maruyama, N, Moon, T, Benson, T, Yoo, A, Snir, M, and Van Essen, B. Thu . "Aluminum: An Asynchronous, GPU-aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on HPC systems". United States. https://www.osti.gov/servlets/purl/1489452.
@article{osti_1489452,
title = {Aluminum: An Asynchronous, GPU-aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on HPC systems},
author = {Dryden, N and Maruyama, N and Moon, T and Benson, T and Yoo, A and Snir, M and Van Essen, B},
abstractNote = {},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2018},
month = {9}
}

Conference:
Other availability
Please see Document Availability for additional information on obtaining the full-text document. Library patrons may search WorldCat to identify libraries that hold this conference proceeding.

Save / Share: