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

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.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Baranwal, Ajay
Otros Autores: Khatri, Alizishaan, Baranwal, Tanish
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, UK : Packt Publishing, 2019.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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