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Offically Supported TensorFlow 2.1 Models on Cloud TPU

Natural Language Processing

  • bert: A powerful pre-trained language representation model: BERT, which stands for Bidirectional Encoder Representations from Transformers.
  • transformer: A transformer model to translate the WMT English to German dataset.

Computer Vision

  • mnist: A basic model to classify digits from the MNIST dataset.
  • resnet: A deep residual network that can be used to classify ImageNet's dataset of 1000 classes.
  • retinanet: A fast and powerful object detector.