publication . Other literature type . 2017

Docker Containers for Deep Learning Experiments

Gerke, Paul K.;
Open Access English
  • Published: 03 Jul 2017
Abstract
<p>Deep learning is a powerful tool to solve problems in the area of image analysis. The dominant compute platform for deep learning is Nvidia’s proprietary CUDA, which can only be used together with Nvidia graphics cards. The nivida-docker project allows exposing Nvidia graphics cards to docker containers and thus makes it possible to run deep learning experiments in docker containers.</p><p>In our department, we use deep learning to solve problems in the area of medical image analysis and use docker containers to offer researchers a unified way to set up experiments on machines with inhomogeneous hardware configurations. By running experiments in docker contai...
Subjects
free text keywords: Applied Computer Science, docker, deep learning
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Other literature type . 2017
Provider: FigShare
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