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CUDA by Example
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CUDA by Example
AN INTRODUCTION TO
GENERAL P U R POSE
GPU PROGRAMMING
JASON SANDERS
EDWARD KANDROT
Upper Saddle River, NJ • Boston • Indianapolis • San Francisco
New York • Toronto • Montreal • London • Munich • Paris • Madrid
Capetown • Sydney • Tokyo • Singapore • Mexico City
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Many of the designations used by manufacturers and sellers to distinguish their products are
claimed as trademarks. Where those designations appear in this book, and the publisher was
aware of a trademark claim, the designations have been printed with initial capital letters or in all
capitals.
The authors and publisher have taken care in the preparation of this book, but make no expressed
or implied warranty of any kind and assume no responsibility for errors or omissions. No liability is
assumed for incidental or consequential damages in connection with or arising out of the use of the
information or programs contained herein.
NVIDIA makes no warranty or representation that the techniques described herein are free from
any Intellectual Property claims. The reader assumes all risk of any such claims based on his or
her use of these techniques.
The publisher offers excellent discounts on this book when ordered in quantity for bulk purchases
or special sales, which may include electronic versions and/or custom covers and content
particular to your business, training goals, marketing focus, and branding interests. For more
information, please contact:
U.S. Corporate and Government Sales
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For sales outside the United States, please contact:
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Visit us on the Web: informit.com/aw
Library of Congress Cataloging-in-Publication Data
Sanders, Jason.
CUDA by example : an introduction to general-purpose GPU programming /
Jason Sanders, Edward Kandrot.
p. cm.
Includes index.
ISBN 978-0-13-138768-3 (pbk. : alk. paper)
1. Application software—Development. 2. Computer architecture. 3.
Parallel programming (Computer science) I. Kandrot, Edward. II. Title.
QA76.76.A65S255 2010
005.2'75—dc22
2010017618
Copyright © 2011 NVIDIA Corporation
All rights reserved. Printed in the United States of America. This publication is protected by copy-
right, and permission must be obtained from the publisher prior to any prohibited reproduction,
storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical,
photocopying, recording, or likewise. For information regarding permissions, write to:
Pearson Education, Inc.
Rights and Contracts Department
501 Boylston Street, Suite 900
Boston, MA 02116
Fax: (617) 671-3447
ISBN-13: 978-0-13-138768-3
ISBN-10: 0-13-138768-5
Text printed in the United States on recycled paper at Edwards Brothers in Ann Arbor, Michigan.
First printing, July 2010
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