nitnelave / docker-ml

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Docker images for Deep Learning

This repository aims at delivering trouble-free docker images for people wanting to try out deep learning frameworks.

See the respective README files to learn how to start and use them.

docker-nvidia is the base image, providing an install of cuda 7.5 on centos7, with CUDNN4 and common tools for compiling a framework.

You can build the images with the Makefiles provided:

  • from the top directory : make caffe
  • from the projects' directory: cd docker-caffe; make

If you have trouble accessing the GPUs from inside the Docker containers, make sure you have matching versions of the CUDA drivers.

Your own version (as provided by yum info cuda-drivers) should match the number in docker-nvidia/Dockerfile. If necessary, change the version in the Dockerfile and rebuild the images.

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