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Chapter 6: High-level API in TensorFlow

The high-level API in TensorFlow mainly refers to tensorflow.keras.models.

This chapter introduces the following details related to tensorflow.keras.models:

  • Model constructing (using Sequential, functional API, or the child class of Model)

  • Model training (using pre-defined fit, train_on_batch methods, customized training loops, single GPU training, multiple GPU training, and TPU training)

  • Model deployment (using tensorflow serving for deployment, using spark (scala) for using tensorflow models)