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OpenNMT-tf 1.10.0

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@guillaumekln guillaumekln released this 11 Oct 14:14
· 1340 commits to master since this release

OpenNMT-tf 1.10.0

New features

  • --auto_config flag to use automatic training configuration values (e.g. optimizer, learning rate, batch size). For compatible models, the automatic values aim to deliver solid performance out of the box.
  • Include all tokenization assets in exported models

Fixes and improvements

  • Fix type error during evaluation and inference of FP16 Transformer models
  • Update the model serving example to use a real pretrained model with the TensorFlow Serving 1.11 GPU Docker image
  • Small training speed improvement when the optimizer implements sparse updates
  • Revise some default configuration values:
    • change bucket_width default value to 1 (from 5)
    • change inference batch_size default value to 16 (from 1)