CUDA Programming with Python: From Basics to Expert Proficiency - Softcover

Smith, William

Softcover

ISBN 10: 196489946X ISBN 13: 9781964899466

Publisher: HiTeX Press, 2024

Synopsis

"CUDA Programming with Python: From Basics to Expert Proficiency" is an authoritative guide that bridges the gap between Python programming and high-performance GPU computing using CUDA. Tailored for both beginners and intermediate programmers, this comprehensive book elucidates the core concepts of CUDA, from setting up the development environment to advanced optimization techniques. Readers are introduced to the principles of parallel processing and the distinctions between GPU and CPU computing, establishing a solid foundation for further exploration.

The book meticulously covers essential topics such as the CUDA architecture and memory model, basic and advanced CUDA programming concepts, and leveraging Python with Numba for GPU acceleration. Practical sections on debugging, profiling, and optimizing CUDA applications ensure that readers can identify and rectify performance bottlenecks. Enriched with real-world examples and best practices, it provides a methodical approach to mastering CUDA programming, ultimately enabling readers to develop efficient and high-performing parallel applications.

Edition details

• Publisher: HiTeX Press
• Publication date: 2024
• Language: English
• ISBN 10: 196489946X
• ISBN 13: 9781964899466
• Binding: Paperback
• Number of pages: 323