November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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TensorFlow's SavedModel
TensorFlow's SavedModel is a primary model format used in TensorFlow. Even a Keras model, which will be described later, can be exported to SavedModel. If you are building a TensorFlow graph by hand, SavedModel must be the way you choose to export your model because of its flexibility. TensorFlow provides us with two APIs to export SavedModel—the simple_save API and SavedModelBuilder. Firstly, let's see what the format of SavedModel looks like.
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