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Published January 3, 2024 | Version v0.4.0
Software Open

APPFL: Advanced Privacy-Preserving Federated Learning

Authors/Creators

  • 1. Argonne National Laboratory
  • 2. ExxonMobil Technology and Engineering Company
  • 3. University of Illinois at Urbana-Champaign
  • 4. University of California, Santa Cruz

Description

What's Changed

  • Add four variants of lossy compressors (SZ2, SZ3, SZx, ZFP) to improve FL communication efficiency #155 from @grantwilkins
  • Resolve file system race condition for globus compute #158 from @yim0331
  • Resolve invalid load key error for MPI communicator in https://github.com/APPFL/APPFL/commit/d5f2573beb86e816746b5180d1e692f90630335b by @Zilinghan

Notes

If you use this software, please cite it using the metadata from this file.

Files

APPFL/APPFL-v0.4.0.zip

Files (885.6 kB)

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md5:f85ec1fd3dd3721a496f077b62e0aaed
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Additional details

Related works

Is supplement to
Software: https://github.com/APPFL/APPFL/tree/v0.4.0 (URL)