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Apache SINGA-4.2.0 Release Notes

SINGA is a distributed deep learning library.

This release includes following changes:

• Add support for deep learning models running on top of PolarDB

  • Implement efficient model selection for a given dataset stored in the database
  • Add support for dynamic model creation
  • Add support for flexible setting of model training configurations
  • Optimize the in-database analytics modules for scalability, efficiency and memory consumption

• New example

  • Add a horizontal federated learning example using the Bank dataset

• Enhance examples

  • Add sample training data for testing the model selection application

• Update the website

  • Update the star button in the main page
  • Refine the display of star statistics

• Update the python versions for wheel files

• Fix bugs

  • Fix the rat check files
  • Update the license files