In summary, the AutoGraph module, the tf.function decorator, and the gradient tape context make graph creation and management very simple—if not invisible. However, a lot of the complexity is hidden from the user. In this section, we will explore the inner workings of these modules.
This section presents advanced concepts that are not required throughout the book, but it may be useful for you to understand more complex TensorFlow code. More impatient readers can skip this part and come back to it later.