NIH-HPC/singularity-examples:keras-py3

$ singularity pull shub://NIH-HPC/singularity-examples:keras-py3

Singularity Recipe

BootStrap: docker
From: nvidia/cuda:9.0-cudnn7-runtime-ubuntu16.04

#---------------------------------------------------------------------
%labels
#---------------------------------------------------------------------
MAINTAINER Wolfgang Resch

#---------------------------------------------------------------------
%environment
#---------------------------------------------------------------------
export PATH=/bin:/usr/bin:/usr/local/bin:/usr/local/cuda/bin:
export LC_ALL=C

#---------------------------------------------------------------------
%post
#---------------------------------------------------------------------

apt-get update
apt-get install -y libhdf5-dev graphviz locales python3-dev python3-pip
apt-get clean

pip3 install tensorflow-gpu==1.8.0
pip3 install keras==2.1.6
pip3 install Pillow scikit-learn pandas matplotlib notebook ipython

# create some generic mount points
mkdir /mnt/data /mnt/input /mnt/output /mnt/ref /mnt/code /mnt/work

Collection

• Name: NIH-HPC/singularity-examples
• License: None

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