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GPU Programming with C++ and CUDA. Uncover effective techniques for writing efficient GPU-parallel C++ applications Paulo Motta

(ebook) (audiobook) (audiobook) Język publikacji: angielski
GPU Programming with C++ and CUDA. Uncover effective techniques for writing efficient GPU-parallel C++ applications Paulo Motta - okladka książki

GPU Programming with C++ and CUDA. Uncover effective techniques for writing efficient GPU-parallel C++ applications Paulo Motta - okladka książki

GPU Programming with C++ and CUDA. Uncover effective techniques for writing efficient GPU-parallel C++ applications Paulo Motta - audiobook MP3

GPU Programming with C++ and CUDA. Uncover effective techniques for writing efficient GPU-parallel C++ applications Paulo Motta - audiobook CD

Autor:
Paulo Motta
Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
270
Dostępne formaty:
     PDF
     ePub
Written by Paulo Motta, a senior researcher with decades of experience, this comprehensive GPU programming book is an essential guide for leveraging the power of parallelism to accelerate your computations. The first section introduces the concept of parallelism and provides practical advice on how to think about and utilize it effectively. Starting with a basic GPU program, you then gain hands-on experience in managing the device. This foundational knowledge is then expanded by parallelizing the program to illustrate how GPUs enhance performance.
The second section explores GPU architecture and implementation strategies for parallel algorithms, and offers practical insights into optimizing resource usage for efficient execution.
In the final section, you will explore advanced topics such as utilizing CUDA streams. You will also learn how to package and distribute GPU-accelerated libraries for the Python ecosystem, extending the reach and impact of your work.
Combining expert insight with real-world problem solving, this book is a valuable resource for developers and researchers aiming to harness the full potential of GPU computing. The blend of theoretical foundations, practical programming techniques, and advanced optimization strategies it offers is sure to help you succeed in the fast-evolving field of GPU programming.

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O autorze książki

Paulo Motta completed the PhD in Computer Science with an emphasis in parallel systems at PUC-Rio in 2011. Currently, Paulo Motta is a Senior Research Software Development Engineer at Microsoft and a postdoctoral researcher on quantum walks simulations with Hiperwalk at the National Scientific Computing Laboratory in Brazil. Paulo is a senior member of IEEE Computer Society with over 25 years' experience in software development and 9 years experience as a university professor.

Packt Publishing - inne książki

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