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

Smith, William

 
9781964899466: CUDA Programming with Python: From Basics to Expert Proficiency
Softcover
ISBN 10: 196489946X ISBN 13: 9781964899466
Verlag: HiTeX Press, 2024

Inhaltsangabe

"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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
HiTeX Press
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
196489946X
ISBN 13 
9781964899466
Einband
Tapa blanda
Anzahl der Seiten
323
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar