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IBMFL 1.0.2
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@shashank215r shashank215r released this 01 Aug 22:22
· 99 commits to main since this release
v1.0.2
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Release 1.0.2

IBMFL 1.0.2 is a minor release with improvements and new features such as setting up aggregation quorum, allowing party rejoin and enabling keras training with GPU.

Changes

  • Improved Logging by providing better messages.
  • TF version requirement changed to 1.15.0
  • Sklearn version requirement changed to 0.23.1.
  • No API changes.
  • No breaking changes.

New functionality

  • Quorum: specify quorum percentage and maximum timeout in the aggregator config file to provide flexibility to parties that have potential connectivity failure.
  • Rejoin: dropped parties can rejoin training process.
  • GPU support: Enabling training with GPU(s) for KerasFLModel (you can check our new tutorial).

Bug fixes

  • Fix possible feature dimension mismatch for Sklearn multi-class classification models training on Non-iid party distribution.
  • Fix save/load inconsistency caused by pickle and joblib for Sklearn models.
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