Mastering PyTorch_ Build powerful neural network architectures using advanced PyTorch 1.x features_Ashish Ranjan Jha.pdf

Mastering PyTorch Build powerful neural network architectures using advanced PyTorch 1.x features Ashish Ranjan Jha BIRMINGHAM—MUMBAI Mastering PyTorch Copyright © 2021 Packt Publishing All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book. Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information. Group Product Manager: Kunal Parikh Publishing Product Manager: Devika Battike Senior Editor: Roshan Kumar Content Development Editor: Tazeen Shaikh Technical Editor: Sonam Pandey Copy Editor: Safis Editing Project Coordinator: Aishwarya Mohan Proofreader: Safis Editing Indexer: Priyanka Dhadke Production Designer: Nilesh Mohite First published: February 2021 Production reference: 1140121 Published by Packt Publishing Ltd. Livery Place 35 Livery Street Birmingham B3 2PB, UK. ISBN 978-1-78961-438-1 www.packt.com To my mother and best-friend - Rani Jha, my father and idol - Bibhuti Bhushan Jha, for their sacrifices and constant support and for being the driving forces of my life and career. Without their love, none of this would matter. To my sisters, Sushmita, Nivedita, and Shalini, for teaching me what and what not to do in life. Packt.com Subscribe to our online digital library for full a