CUDA Programming A Developer's Guide to Parallel Computing with GPUs

Name: CUDA Programming A Developer's Guide to Parallel Computing with GPUs
Price: 20.19 USD
Availability: InStock
ISBN: 9780124159334

ISBN-10: 0124159338

ISBN-13: 9780124159334

Edition: 2013

Authors: Shane Cook

List price: $49.95

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Description:

If you need to learn CUDA but don't have experience with parallel computing, CUDA Programming: A Developer's Introduction offers a detailed guide to CUDA with a grounding in parallel fundamentals. It starts by introducing CUDA and bringing you up to speed on GPU parallelism and hardware, then delving into CUDA installation. Chapters on core concepts including threads, blocks, grids, and memory focus on both parallel and CUDA-specific issues. Later, the book demonstrates CUDA in practice for optimizing applications, adjusting to new hardware, and solving common problems.Comprehensive introduction to parallel programming with CUDA, for readers new to bothDetailed instructions help readers…

Book details

List price: $49.95
Copyright year: 2013
Publisher: Elsevier Science & Technology
Publication date: 12/7/2012
Binding: Paperback
Pages: 600
Size: 7.50" wide x 9.21" long x 1.00" tall
Weight: 2.244
Language: English



Introduction to the GPU Revolution


Understanding Parallelism for the GPU


Understanding the CUDA hardware


Setting up CUDA


Grids, Blocks and Threads


Memory Usage - The Key to Performance


Using CUDA in practice


The Multi-GPU Approach


Optimizing your application


A practical example using DCT (JPEG) compression


Hardware revisions and what they mean for programming


CUDA SDK and Libraries


Building GPU based servers


Common Problems, Causes and Solutions


Bibliography and Further Reading Resources