Home Programming • Download Accelerating MATLAB with GPU Computing: A Primer with by Jung W. Suh, Youngmin Kim PDF

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

By Jung W. Suh, Youngmin Kim

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 speedier by way of leveraging the disbursed parallelism of photos Processing devices (GPUs). whereas MATLAB effectively offers high-level features as a simulation instrument for quick 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 gap.

Starting with the fundamentals, developing MATLAB for CUDA (in home windows, Linux and Mac OS X) and profiling, it then publications clients via complex subject matters comparable to CUDA libraries. The authors proportion their adventure constructing algorithms utilizing MATLAB, C++ and GPUs for big datasets, enhancing MATLAB codes to higher make the most of the computational energy of GPUs, and integrating them into advertisement software program items. during the booklet, they exhibit many instance codes that may be used as templates of C-MEX and CUDA codes for readers' initiatives. obtain instance codes from the publisher's web site: http://booksite.elsevier.com/9780124080805/

• indicates easy methods to speed up MATLAB codes throughout the GPU for parallel processing, with minimum knowledge
• Explains the comparable historical past on undefined, structure and programming for ease of use
• presents basic labored examples of MATLAB and CUDA C codes in addition to templates that may be reused in real-world tasks

Show description

Read Online or Download Accelerating MATLAB with GPU Computing: A Primer with Examples PDF

Similar programming books

Advanced Qt Programming: Creating Great Software with C++ and Qt 4

Grasp Qt's strongest APIs, styles, and improvement Practices

Qt has developed right into a remarkably strong resolution for cross-platform computer, internet, and cellular improvement. besides the fact that, even the main skilled Qt programmers purely use a fragment of its features. furthermore, sensible information regarding Qt's latest good points has been scarce—until now.

Advanced Qt Programming exhibits builders precisely how one can take complete benefit of Qt four. 5's and Qt four. 6's most dear new APIs, software styles, and improvement practices. Authored by way of Qt specialist Mark Summerfield, this publication concentrates on options that supply the main strength and suppleness with the least further complexity.

Summerfield focuses particularly on model/view and graphics/view programming, hybrid desktop/Web purposes, threading, and functions incorporating media and wealthy textual content. all through, he offers lifelike, downloadable code examples, all established on home windows, Mac OS X, and Linux utilizing Qt four. 6 (and such a lot confirmed on Qt four. five) and designed to expect destiny models of Qt. The book

Walks via utilizing Qt with WebKit to create leading edge hybrid desktop/Internet applications

Shows easy methods to use the Phonon framework to construct robust multimedia applications

Presents state of the art concepts for utilizing model/view desk and tree versions, QStandardItemModels, delegates, and perspectives, and for developing customized desk and tree versions, delegates, and views

Explains tips to write more desirable threaded courses with the QtConcurrent module and with the QThread class

Includes designated insurance of constructing wealthy textual content editors and documents

Thoroughly covers graphics/view programming: structure, home windows, widgets, layouts, scenes, and more

Introduces Qt four. 6's strong animation and nation computer frameworks

The Joy of Clojure (2nd Edition)

The enjoyment of Clojure, moment variation is a deep account of the Clojure language. absolutely up-to-date for Clojure 1. 6, this new version is going past the syntax to teach you ways to write down fluent Clojure code. You'll examine useful and declarative techniques to programming and should grasp options that make Clojure based and effective.

Make a 2D RPG in a Weekend: With RPG Maker VX Ace

Make a second RPG in a Weekend exhibits you ways to create your own dungeon crawler online game in RPG Maker VX Ace in one weekend. the whole approach, from begin to end, is roofed inside of this publication. one can find various dungeon maps and occasions, all damaged down on your convenience.

One of the toughest elements of video game improvement is admittedly completing a video game, however it can also be probably the most very important steps so that it will changing into a video game developer. in case you have but to complete a video game, this booklet offers you the arrogance and assets you must ultimately be capable to create your own RPG. as soon as you've accomplished the sport during this publication, you'll manage to regulate it up to you're keen on, including new monsters and quests, and you'll have the talents to head directly to create your moment online game all on your own. one of the issues coated during this e-book are:
• growing a variety of forms of enemy encounters through using the eventing system.
• making a certain quarter that permits the participant to choose their personality of selection rather than being pressured to play a selected character.
• smart makes use of of occasions to create goods that permit the participant to come to city immediately and summon autos to their aspect.

Using Docker: Developing and Deploying Software with Containers

Docker bins provide easier, swifter, and extra strong tools for constructing, dispensing, and operating software program than formerly to be had. With this hands-on advisor, you'll examine why packing containers are so very important, what you'll achieve via adopting Docker, and the way to make it a part of your improvement procedure.

Additional resources for Accelerating MATLAB with GPU Computing: A Primer with Examples

Example text

5). Step 4. Type the following codes into the editor window and save the file by choosing File . 5 Save a new script as a C11 code. ) in C/C11. Unlike printing to stdout in pritnf, this prints your formatted message in the MATLAB command window. You will find its usage is same as printf. Step 5. Go back to the MATLAB. cpp in the MATLAB current folder. We then compile this code by running the following command in the command window, .. cpp The c-mex invokes our selected compiler to compile, link, and finally generate the binary, which we can call in our normal MATLAB session.

12 Nsight installed in Microsoft Visual Studio. exe and click on Open to close the dialog. Now, scroll down a little bit to Activity Type. 16). After you select this option, the Launch button in Application Control is enabled. Click on Launch. 17). 13 Unsecure connection window for connecting Nsight with MATLAB. 14 Application connection window from Visual Studio. 15 Select MATLAB as a connected application. 19). 20). Select the link, Lauches in the CUDA Overview title bar. 21). 22). 23). Once you are done, clos thee MATLAB window or click on Kill in Application Control.

In MATLAB command window, run mex -setup. 1). In this example, two Microsoft Visual C11 compilers are available; we choose Microsoft Visual C11 2010 as our C11 compiler by selecting [1]. 1 The c-mex configuration message in MATLAB command window. MATLAB asks you to verify your choice. Confirm it by pressing y. Once MATLAB updates the option files, we are done with our compiler selection. The updated c-mex option file contains information about which C11 compiler we use and how we compile and link our C11 codes.

Download PDF sample

Rated 4.35 of 5 – based on 15 votes

Author:admin