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Releases: SymbioticLab/FedScale

fedscale-0.5

18 Jul 22:13
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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.