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Apache SINGA-4.3.0 Release Notes

SINGA is a distributed deep learning library.

This release includes following changes:

• Add the implementation for the Transformer example.

• Enhance examples

  • Update the readme file for the dynamic model slicing example.
  • Update the HFL example by setting the maximum number of epochs.
  • Add the multiprocess training implementation for the cnn ms example.
  • Add the sparsification version of the model for the cnn ms example.

• Extend the matrix multiplication operator to more dimensions.

• Update the data types and tensor operations for model training.

• Add the implementation for the new sum error loss.

• Update the website

  • Add the news for the SIGMOD Systems Award.

• Fix bugs

  • Fix the Github Actions for online code testing.