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README_Model serialisation formats.md

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Model serialisation formats

  • Java PMML API - Java libraries for consuming and producing PMML files containing models from different frameworks, including:
  • MMdnn - Cross-framework solution to convert, visualize and diagnose deep neural network models.
  • Neural Network Exchange Format (NNEF) - A standard format to store models across Torch, Caffe, TensorFlow, Theano, Chainer, Caffe2, PyTorch, and MXNet
  • ONNX - Open Neural Network Exchange Format
  • PFA - Created by the same organisation as PMML, the Predicted Format for Analytics is an emerging standard for statistical models and data transformation engines.
  • PMML - The Predictive Model Markup Language standard in XML - (Video)_