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An Introduction to the OpenCL Programming Model

Jonathan Thompson, Kristofer Schlachter
NYU: Media Research Lab
Distributed Computing CSCI-GA.2631-001 (Multicore Programming), 2012

@article{tompson2012introduction,

   title={An Introduction to the OpenCL Programming Model},

   author={Tompson, J. and Schlachter, K.},

   year={2012}

}

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This paper presents an overview of the OpenCL 1.1 standard [Khronos 2012]. We first motivate the need for GPGPU computing and then discuss the various concepts and technological background necessary to understand the programming model. We use concurrent matrix multiplication as a framework for explaining various performance characteristics of compiling and running OpenCL code, and contrast this to native code on more traditional general purpose CPUs.
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