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深層学習済みモデルの交換フォーマット ONNX

#deeplearning #models #exchange

深層学習済みモデルの交換手段として、オープンフォーマットのONNXが普及しつつある。元々はFacebookが始めたようだが、現在AWSとMicrosoftが後援している様子。

サポートリストを見る。

Frameworks

  • Caffe2
  • Chainer
  • Cognitive Toolkit
  • MXNet
  • Matlab
  • PyTorch
  • ...

Converters

  • Keras
  • ScikitLearn
  • TensorFlow
  • XGBoost
  • ...

なお、GoogleはTFHubを推していて、ONNXに積極的には関わっていない。

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