PyTorch Pocket Reference

PyTorch Pocket Reference: Building and Deploying Deep Learning Models

eBook Details:

  • Paperback: 310 pages
  • Publisher: WOW! eBook (June 8, 2021)
  • Language: English
  • ISBN-10: 149209000X
  • ISBN-13: 978-1492090007

eBook Description:

PyTorch Pocket Reference: Building and Deploying Deep Learning Models

This concise, easy-to-use PyTorch Pocket Reference puts one of the most popular frameworks for deep learning research and development at your fingertips. Author Joe Papa provides instant access to syntax, design patterns, and code examples to accelerate your development and reduce the time you spend searching for answers.

  • Learn basic PyTorch syntax and design patterns
  • Create custom models and data transforms
  • Train and deploy models using a GPU and TPU
  • Train and test a deep learning classifier
  • Accelerate training using optimization and distributed training
  • Access useful PyTorch libraries and the PyTorch ecosystem

Research scientists, machine learning engineers, and software developers will find clear, structured PyTorch code that covers every step of neural network development from loading data to customizing training loops to model optimization and GPU/TPU acceleration. Quickly learn how to deploy your code to production using AWS, Google Cloud, or Azure and deploy your ML models to mobile and edge devices.

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