TorchBraid

Abstract

Torchbraid is a python package designed for interaction with the PyTorch library. It enables training of neural networks in a layer-parallel fashion.SAND2020-12228 M Sandia National Laboratories is a multimission laboratory managed and operated by National Technology & Engineering Solutions of Sandia, LLC, a wholly owned subsidiary of Honeywell International Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA0003525.
Developers:
Cyr, Eric [1] Moon, Gordon [1]
  1. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Contributors:
Project Member: Schroder, Jacob Guenther, Stephanie [1]
  1. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Contributing Organizations:
Other: University of New Mexico
Other: Lawrence Livermore National Laboratory
Release Date:
2020-06-09
Project Type:
Open Source, No Publicly Available Repository
Software Type:
Scientific
Programming Languages:
Python
Version:
0.1
Licenses:
Other (Commercial or Open-Source): https://ip.sandia.gov/contact-form
Sponsoring Org.:
Code ID:
47108
Site Accession Number:
SCR#2514
Research Org.:
Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)
Country of Origin:
United States

Citation Formats

Cyr, Eric, Moon, Gordon, Schroder, Jacob, and Guenther, Stephanie. TorchBraid. Computer Software. USDOE. 09 Jun. 2020. Web. doi:10.11578/dc.20201104.2.
Cyr, Eric, Moon, Gordon, Schroder, Jacob, & Guenther, Stephanie. (2020, June 09). TorchBraid. [Computer software]. https://doi.org/10.11578/dc.20201104.2.
Cyr, Eric, Moon, Gordon, Schroder, Jacob, and Guenther, Stephanie. "TorchBraid." Computer software. June 09, 2020. https://doi.org/10.11578/dc.20201104.2.
@misc{ doecode_47108,
title = {TorchBraid},
author = {Cyr, Eric and Moon, Gordon and Schroder, Jacob and Guenther, Stephanie},
abstractNote = {Torchbraid is a python package designed for interaction with the PyTorch library. It enables training of neural networks in a layer-parallel fashion.SAND2020-12228 M Sandia National Laboratories is a multimission laboratory managed and operated by National Technology & Engineering Solutions of Sandia, LLC, a wholly owned subsidiary of Honeywell International Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA0003525.},
doi = {10.11578/dc.20201104.2},
url = {https://doi.org/10.11578/dc.20201104.2},
howpublished = {[Computer Software] \url{https://doi.org/10.11578/dc.20201104.2}},
year = {2020},
month = {jun}
}