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Intermediate Computational Graph Representation for Deep Learning Systems

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mxnngraph

Prototype of graph optimizer and construction API for next generation core engine in MXNet and beyond

Goal

  • Construct graph easily
  • Pluggable inference, optimization algorithms
  • Can be used as input graph execution in various settings, specifically be able to support mxnet's symbolic execution API

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Intermediate Computational Graph Representation for Deep Learning Systems

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  • C++ 80.1%
  • Python 14.2%
  • CMake 4.7%
  • Other 1.0%