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NNTrainer 0.3.0 Release

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@jijoongmoon jijoongmoon released this 24 Sep 06:19
· 1539 commits to main since this release

We are releasing NNTrainer v0.3.0

RPM Files are for Tizen, built daily at build.tizen.org (https://build.tizen.org/package/show/Tizen:Unified/nntrainer)
and available at download.tizen.org. ( http://download.tizen.org/snapshots/tizen/unified/latest/repos/standard/packages/ )
DEB files are for Ubuntu, built and download from launchpad.net (https:://launchpad.net/~nnstreamer/+archive/ubuntu/ppa )

If you have unresoved dependencies, please download them from Ubuntu universe and nnstreamer PPA

In this release:

Fixes

  • Fix Batch Normalization Bugs
  • Fix Stride and Padding in Conv2D and Pooling2D Layer
  • Add a lot of unit tests to evaluate NNTrainer implementation
    and more.

New Features

  • New Layers
    • Recurrent Layers : RNN, LSTM, GRU
    • Embedding Layer
    • Distributed Layer
    • KNN Layer
    • L2Norm Layer
  • Rewrite DataSet to support element-wise ( not batch-wise ) getter & Better Data Handling
  • Interpreter to convert the model into various other framework such as TfLite
  • Provides More C/C++ APIs
    • Inferece APIs
    • Save / Load Model APIs
  • New Applications
    and more