CUDA Programming With Python From Basics To Expert Proficiency

[Farid-Khan]

English | August 4, 2024 | ISBN: 0000616842 | 254 pages | EPUB | 0.78 Mb​

CUDA Programming with PythonFrom Basics to Expert Proficiency (William Smith) (2024)
Catergory: Computer Technology, Nonfiction
Publisher: HiTeX Press

"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.

Contents of Download:
CUDA Programming With PythonFro - Unknown.epub (William Smith) (2024) (799.14 KB)

️ CUDA Programming With Python From Basics To Expert Proficiency (799.14 KB)

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