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v0.5.1

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@makgyver makgyver released this 29 Jan 09:51
· 112 commits to main since this release

Fixed issues

  • Fixed issue with FEMNIST (#classes 64 -> 62) and an inefficiency on DataSplitter.assign
  • Fixed issue related to batch normalization layers

New features

  • Added option to unload models on disk to save memory (inmemory)
  • Added fine_tuning_epochs to clients so the fine-tuning is now possible with a custom number of local epochs
  • Added output_size argument to some nets
  • Added the possibility to pass arguments to build the model through the configuration (net_args option)
  • Added Saving options
  • Added FL algorithm DPFedAVG