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[1.17.4]

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@fhieber fhieber released this 09 Mar 18:24

[1.17.4]

Added

  • Added a flag --fixed-param-names to prevent certain parameters from being optimized during training.
    This is useful if you want to keep pre-trained embeddings fixed during training.
  • Added a flag --dry-run to sockeye.train to not perform any actual training, but print statistics about the model
    and mode of operation.

[1.17.3]

Changed

  • sockeye.evaluate can now handle multiple hypotheses files by simply specifying --hypotheses file1 file2....
    For each metric the mean and standard deviation will be reported across files.

[1.17.2]

Added

  • Optionally store the beam search history to a json output using the beam_store output handler.

Changed

  • Use stack operator instead of expand_dims + concat in RNN decoder. Reduces memory usage.

[1.17.1]

Changed