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DJL v0.8.0 release note
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@roywei roywei released this 23 Sep 21:20
· 2166 commits to master since this release
v0.8.0
16a6636

DJL 0.8.0 is a release closely following 0.7.0 to fix a few key bugs along with some new features.

Key Features

  • Search model zoo with criteria
  • Standard BERT transformer and WordpieceTokenizer for more BERT tasks
  • Simplify MRL and Remove Anchor
  • Simplify and Standardize CV Model
  • Improve Model describe input and output
  • String NDArray support (only for TensorFlow Engine)
  • Add erfinv operator support
  • MXNet 1.6.0 backward compatibility, now you can switch MXNet versions (1.6 and 1.7) using DJL 0.8.0
  • Combined pytorch-engine-precxx-11 and pytorch-engine package
  • Upgrade onnx runtime from 1.3.1 to 1.4.0

Documentation and examples

  • Object Detection with TensorFlow saved model example
  • Text Classification with TensorFlow BERT model example
  • Added more documentation on TensorFlow engine.

Bug Fixes

  • Fixed MXNet multithreading bug and updated multi-threading documentation
  • Fixed TensorFlow 2.3 native binaries for Windows platform

Known issues

  • You need to add your own Translator when loading image classification models(ResNet, MobileNet) from TensorFlow model Zoo, refer to the example here.

Contributors

Thank you to the following community members for contributing to this release:

Dennis Kieselhorst, Frank Liu, Jake Cheng-Che Lee, Lai Wei, Qing Lan, Zach Kimberg, uniquetrij

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