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  • Resolution of github issues: bugs, tests, builds, installation
  • Translate Documentation
  • Documentation of inference thread support and limitations
  • High quality support for MKL (incl. MKL-DNN)
  • Subgraph API for integrating backend accelerators with MXNet
  • quantization flow for INT8 with MKL-DNN (suggested by Patrick patric.zhao@intel.com)
  • Integration with Tensor RT (experimental in Q2)
  • Gluon CV, NLP toolkit
  • Increase example and tutorial coverage for various application domains - “MXNet by Example”
  • Performance profiling and improvements
  • Language API improvements - what is the community interest?: R (training), Java (wrapped around Scala?, inference), C++ (inference)

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