Accelerating MATLAB with GPU Computing: A Primer with - download pdf or read online

By Jung W. Suh,Youngmin Kim

Beyond simulation and set of rules improvement, many builders more and more use MATLAB even for product deployment in computationally heavy fields. This frequently calls for that MATLAB codes run quicker through leveraging the disbursed parallelism of photos Processing devices (GPUs). whereas MATLAB effectively offers high-level services as a simulation software for speedy prototyping, the underlying information and data wanted for using GPUs make MATLAB clients hesitate to step into it. Accelerating MATLAB with GPUs bargains a primer on bridging this hole.

Starting with the fundamentals, establishing MATLAB for CUDA (in home windows, Linux and Mac OS X) and profiling, it then courses clients via complex issues corresponding to CUDA libraries. The authors proportion their event constructing algorithms utilizing MATLAB, C++ and GPUs for enormous datasets, enhancing MATLAB codes to higher make the most of the computational strength of GPUs, and integrating them into advertisement software program products.  in the course of the e-book, they exhibit many instance codes that may be used as templates of C-MEX and CUDA codes for readers’ projects.  obtain instance codes from the publisher's site: http://booksite.elsevier.com/9780124080805/

  • Shows how you can speed up MATLAB codes throughout the GPU for parallel processing, with minimum knowledge
  • Explains the similar heritage on undefined, structure and programming for ease of use
  • Provides uncomplicated labored examples of MATLAB and CUDA C codes in addition to templates that may be reused in real-world projects

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Past simulation and set of rules improvement, many builders more and more use MATLAB even for product deployment in computationally heavy fields. This frequently calls for that MATLAB codes run quicker via leveraging the dispensed parallelism of pictures Processing devices (GPUs). whereas MATLAB effectively presents high-level features as a simulation software for speedy prototyping, the underlying information and data wanted for using GPUs make MATLAB clients hesitate to step into it.

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Accelerating MATLAB with GPU Computing: A Primer with Examples by Jung W. Suh,Youngmin Kim


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