NNTrainer 0.5.0 Release

We are releasing NNTrainer v0.5.0

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 unresolved dependencies, please download them from Ubuntu universe and nnstreamer PPA

In this release:

Fixes

• Reordering of execution order
• split apply gradient step in execution order
• Fix the memory pool and Tensor Pool bugs
  and more.

New Features

• New Features
  • Support Proactive Swap for less memory consumption
  • Add Cache Pool / Cache Loader / Cache Element
  • Update and add Memory Planner
  • Add Execution Order & Memory Usage Tracing for Debugging
  • Add TaskExecutor for multi-threading
  • Add Swish Activation
  • NNStreamer Training Plugins ( Un-stable )
  • Tensorflow-lite Exporter (Un-Stable)
    and more.
• Provides More C/C++ APIs
• New Applications
  • Add Android Applications ( Kotlin & Java ) for On-Device training of Resnet18
    and more