Deep Learning with PyTorch Lightning_ Swiftly build high-performance Artificial Intelligence (AI) models using Python_Kunal Sawarkar.pdf

Deep Learning with PyTorch Lightning Swiftly build high-performance Artificial Intelligence (AI) models using Python Kunal Sawarkar BIRMINGHAM—MUMBAI Deep Learning with PyTorch Lightning Copyright © 2022 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 authors, 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 endeavoured 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. Publishing Product Manager: Sunith Shetty Senior Editor: Mohammed Yusuf Imaratwale Content Development Editors: Nazia Shaikh and Joseph Sunil Technical Editor: Sonam Pandey Copy Editor: Safis Editing Language Support Editor: Safis Editing Project Coordinator: Aparna Ravikumar Nair Proofreader: Safis Editing Indexer: Tejal Daruwale Soni Production Designer: Roshan Kawale Marketing Coordinator: Abeer Riyaz Dawe First published: January 2022 Production reference: 2290422 Published by Packt Publishing Ltd. Livery Place 35 Livery Street Birmingham B3 2PB, UK. ISBN 978-1-80056-161-8 www.packt.com Thanks to AAI ….. the supernova who formed me … single handedly!! Kunal ~ Stardust ~ "We are all just stories the end........just make a good one" Contributors About the authors Kunal Sawarkar is a Chief Data Scientist and AI thought leader. He current