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What's New in TensorFlow 2.0

You're reading from   What's New in TensorFlow 2.0 Use the new and improved features of TensorFlow to enhance machine learning and deep learning

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Product type Paperback
Published in Aug 2019
Publisher Packt
ISBN-13 9781838823856
Length 202 pages
Edition 1st Edition
Languages
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Authors (3):
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Tanish Baranwal Tanish Baranwal
Author Profile Icon Tanish Baranwal
Tanish Baranwal
Alizishaan Khatri Alizishaan Khatri
Author Profile Icon Alizishaan Khatri
Alizishaan Khatri
Ajay Baranwal Ajay Baranwal
Author Profile Icon Ajay Baranwal
Ajay Baranwal
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Toc

Table of Contents (13) Chapters Close

Preface 1. Section 1: TensorFlow 2.0 - Architecture and API Changes
2. Getting Started with TensorFlow 2.0 FREE CHAPTER 3. Keras Default Integration and Eager Execution 4. Section 2: TensorFlow 2.0 - Data and Model Training Pipelines
5. Designing and Constructing Input Data Pipelines 6. Model Training and Use of TensorBoard 7. Section 3: TensorFlow 2.0 - Model Inference and Deployment and AIY
8. Model Inference Pipelines - Multi-platform Deployments 9. AIY Projects and TensorFlow Lite 10. Section 4: TensorFlow 2.0 - Migration, Summary
11. Migrating From TensorFlow 1.x to 2.0 12. Other Books You May Enjoy

TF 2.0 installation and setup

This section describes the steps required to install TF 2.0 on your system using different methods and on different system configurations. Entry-level users are recommended to start with the pip- and virtualenv-based methods. For users of the GPU version, docker is the recommended method.

Installing and using pip

For the uninitiated, pip is a popular package management system in the Python community. If this is not installed on your system, please install it before proceeding further. On many Linux installations, Python and pip are installed by default. You can check whether pip is installed by typing the following command:

python3 -m pip --help

If you see a blurb describing the different commands...

You have been reading a chapter from
What's New in TensorFlow 2.0
Published in: Aug 2019
Publisher: Packt
ISBN-13: 9781838823856
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