A common GPU n-dimensional array for Python and C

F Bastien,A Bergeron,A Klöckner,P Vincent,Y Bengio

user-5bd69975530c70d56f390249（2011）

Cited 3|Views11

No score

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 [1] that works with both CUDA and OpenCL. It will be usable from Python, C, and possibly other programming languages.

Translated text

Key words

CUDA,Python (programming language),USable,Parallel computing,Matrix (mathematics),Tensor,Computer science,Implementation,N dimensional

AI Read Science

Must-Reading Tree

Example

Generate MRT to find the research sequence of this paper

Chat Paper

Summary is being generated by the instructions you defined