Hands-On GPU Programming with Python and CUDA: Explore high-performance parallel computing with CUDA
Author:   Dr. Brian Tuomanen
Publisher:   Packt Publishing Limited
ISBN:  

9781788993913


Pages:   310
Publication Date:   27 November 2018
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On GPU Programming with Python and CUDA: Explore high-performance parallel computing with CUDA


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Author:   Dr. Brian Tuomanen
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781788993913


ISBN 10:   1788993918
Pages:   310
Publication Date:   27 November 2018
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 Why GPU Programming? Setting Up Your GPU Programming Environment Getting Started with PyCUDA Kernels, Threads, Blocks, and Grids Streams, Events, Contexts, and Concurrency Debugging and Profiling Your CUDA Code Using the CUDA Libraries with Scikit-CUDA Draft complete The CUDA Device Function Libraries and Thrust Implementing a Deep Neural Network Working with Compiled GPU Code Performance Optimization in CUDA Where to Go from Here

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Author Information

Dr. Brian Tuomanen has been working with CUDA and general-purpose GPU programming since 2014. He received his bachelor of science in electrical engineering from the University of Washington in Seattle, and briefly worked as a software engineer before switching to mathematics for graduate school. He completed his PhD in mathematics at the University of Missouri in Columbia, where he first encountered GPU programming as a means for studying scientific problems. Dr. Tuomanen has spoken at the US Army Research Lab about general-purpose GPU programming and has recently led GPU integration and development at a Maryland-based start-up company. He currently works as a machine learning specialist (Azure CSI) for Microsoft in the Seattle area.

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