JBCA-MachineLearning/GPUs:cuda10

$ singularity pull shub://JBCA-MachineLearning/GPUs:cuda10

Singularity Recipe

BootStrap: docker
From: nvidia/cuda:10.0-cudnn7-runtime-centos7

%post
yum -y update
yum -y install yum-utils
yum -y groupinstall development
yum -y install https://centos7.iuscommunity.org/ius-release.rpm
yum -y install nano
yum -y install build-essential curl git man vim autoconf libtool debootstrap squashfs-tools
yum -y install python36u
yum -y install python36u-pip
yum -y install python36u-devel
yum -y install opencv
yum -y install opencv-devel
yum -y install opencv-python
yum -y install cuda
yum clean expire-cache
yum -y install epel-release
pip3.6 install -U virtualenv
virtualenv --system-site-packages /tensorflow
virtualenv --system-site-packages -p python3.6 /tensorflow
source /tensorflow/bin/activate
easy_install -U pip
pip3 install tensorflow-gpu==1.13.1
deactivate
yum -y install hdf5
yum -y install hdf5-devel
yum -y install h5py
yum -y install graphviz
source /tensorflow/bin/activate
pip install keras
pip install progressbar2
pip install numpy
pip install opencv-python
pip install Pillow
pip install matplotlib
pip install pillow
pip install h5py
pip install pandas
pip install matplotlib
pip install scikit-image
pip install scikit-learn
pip install scipy
pip install cython
pip install jupyter
pip install pandas
pip install git+https://github.com/qubvel/classification_models.git


%environment
alias start-tensorflow="source /tensorflow/bin/activate"


%runscript
echo "Starting Tensorflow virtual environment"
source /tensorflow/bin/activate
echo "Arguments received: $*"
exec python "$@"

Collection


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Metrics

key value
id /containers/JBCA-MachineLearning-GPUs-cuda10
collection name JBCA-MachineLearning/GPUs
branch master
tag cuda10
commit a00df5da1d3d8e8c1dd853be8a84957259842871
version (container hash) 3dcfdfd6927cebada88060e6d63da539
build date 2019-10-09T14:50:44.021Z
size (MB) 8458
size (bytes) 4196528159
SIF Download URL (please use pull with shub://)
Datalad URL View on Datalad
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