December 2018
Intermediate to advanced
764 pages
18h 18m
English
book
Python: Advanced Guide to Artificial Intelligence
by Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani
Content preview from Python: Advanced Guide to Artificial Intelligence
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Saving models for TF Serving
In order to serve the models, they need to be saved first. In this section, we demonstrate a slightly modified version of the MNIST example from the official TensorFlow documentation, available at the following link: https://www.tensorflow.org/serving/serving_basic.
The TensorFlow team recommends using SavedModel for saving and restoring models built and trained in TensorFlow. According to the TensorFlow documentation:
SavedModel is a language-neutral, recoverable, hermetic serialization format. SavedModel enables higher-level systems and tools to produce, consume, and transform TensorFlow models.
You can follow along with the code in the Jupyter notebook ch-11b_Saving_TF_Models_with_SavedModel_for_TF_Serving ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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