Hands-On GPU Computing with Python: Explore the capabilities of GPUs for solving high performance computational problems
Author:   Avimanyu Bandyopadhyay
Publisher:   Packt Publishing Limited
ISBN:  

9781789341072


Pages:   452
Publication Date:   14 May 2019
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On GPU Computing with Python: Explore the capabilities of GPUs for solving high performance computational problems


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Author:   Avimanyu Bandyopadhyay
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781789341072


ISBN 10:   1789341078
Pages:   452
Publication Date:   14 May 2019
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Introduction to GPU computing Designing A GPU Computing Strategy Setting up a GPU Computing Platform with NVIDIA and AMD Fundamentals of GPU programming Setting up your environment for GPU programming Working with PyCUDA Working with PyOpenCL Working with Anaconda and Anaconda Accelerate Containerization on GPU enabled platforms Machine Learning on GPUs: Use cases GPU Acceleration for Scientific Applications using Deepchem

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Author Information

Avimanyu Bandyopadhyay is currently pursuing a PhD degree in Bioinformatics based on applied GPU computing in Computational Biology at Heritage Institute of Technology, Kolkata, India. Since 2014, he developed a keen interest in GPU computing, and used CUDA for his master's thesis. He has experience as a systems administrator as well, particularly on the Linux platform. Avimanyu is also a scientific writer, technology communicator, and a passionate gamer. He has published technical writing on open source computing and has actively participated in NVIDIA's GPU computing conferences since 2016. A big-time Linux fan, he strongly believes in the significance of Linux and an open source approach in scientific research. Deep learning with GPUs is his new passion!

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