What's New in TensorFlow 2.0 : Use the New and Improved Features of TensorFlow to Enhance Machine Learning and Deep Learning / Ajay Baranwal, Alizishaan Khatri, Tanish Baranwal. [O'Reilly electronic resource]
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
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.