The CUDA Handbook A Comprehensive Guide to GPU Programming

by Wilt, Nicholas

• ISBN13: 9780134852744
• ISBN10: 0134852745
• Edition: 2nd
• Format: Paperback
• Copyright: 2020-02-03
• Publisher: Addison-Wesley Professional

Summary

The CUDA Handbook is the only comprehensive reference to CUDA that exists. Every CUDA developer, from the casual to the most sophisticated, will find something here of interest and immediate usefulness. Newer CUDA developers will see how the hardware processes commands and how the driver checks progress; more experienced CUDA developers will appreciate the expert coverage of topics such as the driver API and context migration, as well as the guidance on how best to structure CPU/GPU data interchange and synchronization.

 

The accompanying open source code—more than 30,000 lines of it, freely available from github — is specifically intended to be reused and repurposed by developers.

Table of Contents

Part I
1 Background
2 Hardware Architecture
3 Software Architecture
4 Software Environment

Part II
5 Memory
6 Streams and Events
7 Kernel Execution
8 Streaming Multiprocessors
9 Multiple GPUs
10 Texturing

Part III
11 Streaming Workloads
12 Reduction
13 Scan
14 N-Body
15 Image Processing: Normalized Correlation
A The CUDA Handbook Library
Glossary/TLA Decoder
Index