Skip to content

Releases: SymbioticLab/FedScale

fedscale-0.5

18 Jul 22:13
@dywsjtu dywsjtu
v0.5
9bfc029
This commit was signed with the committer’s verified signature.
dywsjtu Yinwei Dai
GPG key ID: AAA7FD8F508F7035
Learn about vigilant mode.
Compare
Choose a tag to compare
fedscale-0.5 Latest
Latest

FedScale 0.5 is the first major release of FedScale after years of development. ​​

Major Features

  • Distributed/standalone fast-forward FL evaluations
  • 21 realistic FL datasets
  • 70+ lightweight FL models
  • PyTorch and TensorFlow support
  • GPU, x86, and ARM hardware backend support
  • Real-world client system traces
  • Synchronous and asynchronous training with straggler mitigation support
  • Homepage, API documentation

Credits

FedScale 0.5 was the work of a large set of new contributors from Michigan and outside. Thanks also to all the FedScale users who have suggested new features or reported bugs.

Assets 2
Loading