Accelerating MATLAB with GPU Computing

Name: Accelerating MATLAB with GPU Computing
Brand: Elsevier Science & Technology
SKU: 9780124080805
Price: 76.76 EUR
Availability: InStock

Автор: Jung Suh

Език:

Корици: С меки корици

Издател: Elsevier Science & Technology

Наличност: Налично при издателя, по поръчка

Изпращаме след 28-34 дни

76.76 € 150.13 лв

Beyond simulation and algorithm development, many developers increasingly use MATLAB even for produc...

Информация за книгата

Автор

Jung Suh

Език

Английски език

Корици

Книга - С меки корици

Издадена

2013

страници

258

EAN

9780124080805

ISBN

0124080804

Enbook ID

01989313

Издател

Elsevier Science & Technology

Теглоt

430

Размери

152 x 227 x 16

Пълно описание

Beyond simulation and algorithm development, many developers increasingly use MATLAB even for product deployment in computationally heavy fields. This often demands that MATLAB codes run faster by leveraging the distributed parallelism of Graphics Processing Units (GPUs). While MATLAB successfully provides high-level functions as a simulation tool for rapid prototyping, the underlying details and knowledge needed for utilizing GPUs make MATLAB users hesitate to step into it. Accelerating MATLAB with GPUs offers a primer on bridging this gap. Starting with the basics, setting up MATLAB for CUDA (in Windows, Linux and Mac OS X) and profiling, it then guides users through advanced topics such as CUDA libraries. The authors share their experience developing algorithms using MATLAB, C++ and GPUs for huge datasets, modifying MATLAB codes to better utilize the computational power of GPUs, and integrating them into commercial software products. Throughout the book, they demonstrate many example codes that can be used as templates of C-MEX and CUDA codes for readers' projects. Download example codes from the publisher's website: http://booksite.elsevier.com/9780124080805/ * Shows how to accelerate MATLAB codes through the GPU for parallel processing, with minimal hardware knowledge* Explains the related background on hardware, architecture and programming for ease of use* Provides simple worked examples of MATLAB and CUDA C codes as well as templates that can be reused in real-world projects

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Accelerating MATLAB with GPU Computing

Информация за книгата

Пълно описание

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