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NIPS 2011 Big Learning - Algorithms, Systems, & Tools Workshop: A Common GPU... February 13, 2012

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Big Learning Workshop: Algorithms, Systems, and Tools for Learning at Scale at NIPS 2011

Invited Talk: A Common GPU n-Dimensional Array for Python and C by Arnaud Bergeron

Abstract: Currently there are multiple incompatible array/matrix/n-dimensional base object implementations for GPUs. This hinders the sharing of GPU code and causes duplicate development work.This paper proposes and presents a first version of a common GPU n-dimensional array(tensor) named GpuNdArray~\citep{GpuNdArray} that works with both CUDA and OpenCL.It will be usable from python, C and possibly other languages.

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