What's New in TensorFlow 2.0 : Use the New and Improved Features of TensorFlow to Enhance Machine Learning and Deep Learning

Baranwal, Ajay. (Author). Khatri, Alizishaan. (Added Author). Baranwal, Tanish. (Added Author).

Summary: This book will cover all the new features that have been introduced in TensorFlow 2.0 especially the major highlight, including eager execution and more. You will learn how to make the best use of these features to migrate your codes from TensorFlow 1.x to TensorFlow 2.0 in a seamless way.

Record details

ISBN: 9781838823856
ISBN: 9781838828837
ISBN: 1838828834
Physical Description: 1 online resource (192 pages)
remote
Publisher: Birmingham, UK : Packt Publishing, 2019.
Copyright: ©2019

Content descriptions

Formatted Contents Note:

Section 1: TensorFlow 2.0 -- Architecture and API Changes -- Chapter 1: Getting Started with TensorFlow 2.0 -- Chapter 2: Keras Default Integration and Eager Execution -- Section 2: TensorFlow 2.0 -- Data and Model Training Pipelines -- Chapter 3: Designing and Constructing Input Data Pipelines -- Chapter 4: Model Training and Use of TensorBoard -- Section 3: TensorFlow 2.0 -- Model Inference and Deployment and AIY -- Chapter 5: Model Inference Pipelines -- Multi-platform Deployments -- Chapter 6: AIY Projects and TensorFlow Lite -- Section 4: TensorFlow 2.0 -- Migration, Summary -- Chapter 7: Migrating From TensorFlow 1.x to 2.0

Source of Description Note:

Online resource; title from digital title page (viewed on January 06, 2020).