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GPU Programming in MATLAB

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by Nikolaos Ploskas, Nikolaos Samaras


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GPU Programming in MATLAB

GPU Programming in MATLAB MATLAB Simulink ~ GPU Programming in MATLAB Unlike a traditional CPU which includes no more than a handful of cores a GPU has a massively parallel array of integer and floatingpoint processors as well as dedicated highspeed memory A typical GPU comprises hundreds of these smaller processors Figure 1

GPU Programming in MATLAB 1st Edition Elsevier ~ Description GPU programming in MATLAB is intended for scientists engineers or students who develop or maintain applications in MATLAB and would like to accelerate their codes using GPU programming without losing the many benefits of MATLAB The book starts with coverage of the Parallel Computing Toolbox and other MATLAB

GPU Programming in MATLAB ScienceDirect ~ understand MATLAB’s GPU programming features • transfer arrays between the MATLAB workspace and the GPU • execute code on GPU using GPUenabled builtin MATLAB functions • execute code on GPU using elementwise operations • measure the execution time of a code running on GPU understand MATLAB’s GPU programming features

GPU CUDA and MEX Programming MATLAB Simulink ~ Demonstrates how advanced features of the GPU can be accessed using MEX files It builds on the example Stencil Operations on a GPU The previous example uses Conways Game of Life to demonstrate how stencil operations can be performed using MATLAB® code that runs on a GPU

GPU Programming in MATLAB Book ~ GPU programming in MATLAB is intended for scientists engineers or students who develop or maintain applications in MATLAB and would like to accelerate their codes using GPU programming without losing the many benefits of MATLAB The book starts with coverage of the Parallel Computing Toolbox and other MATLAB toolboxes for GPU computing which

MATLAB GPU Computing Support for NVIDIA CUDA Enabled GPUs ~ MATLAB ® enables you to use NVIDIA ® GPUs to accelerate AI deep learning and other computationally intensive analytics without having to be a CUDA ® programmer Using MATLAB and Parallel Computing Toolbox™ you can Use NVIDIA GPUs directly from MATLAB with over 500 builtin functions

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