TMCantwell/FAW:cuda101
$ singularity pull shub://TMCantwell/FAW:cuda101
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 clean expire-cache
yum -y install cuda
#export PATH=/usr/local/cuda-10.1/bin${PATH:+:${PATH}}
#export LD_LIBRARY_PATH=/usr/local/cuda-10.1/lib64
#export LD_LIBRARY_PATH=/usr/local/cuda/lib64/:$LD_LIBRARY_PATH
#export LIBRARY_PATH=/usr/local/cuda/lib64/:$LIBRARY_PATH
#export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/cuda/extras/CUPTI/lib64
yum -y install epel-release
pip3.6 install -U virtualenv
virtualenv --system-site-packages /tensorflow
virtualenv --system-site-packages -p python3.6 /tensorflow
source /tensorflow/bin/activate
easy_install -U pip
pip3 install tensorflow-gpu==1.13.1
deactivate
yum -y install hdf5
yum -y install hdf5-devel
yum -y install h5py
yum -y install graphviz
source /tensorflow/bin/activate
pip install keras
pip install progressbar2
pip install numpy
pip install opencv-python
pip install Pillow
pip install matplotlib
pip install pillow
pip install h5py
pip install pandas
pip install matplotlib
pip install scikit-image
pip install scikit-learn
pip install scipy
pip install cython
pip install jupyter
pip install pandas
pip install git+https://github.com/qubvel/classification_models.git
%environment
#export PATH=/usr/local/cuda-10.1/bin${PATH:+:${PATH}}
#export LD_LIBRARY_PATH=/usr/local/cuda-10.1/lib64
#export LD_LIBRARY_PATH=/usr/local/cuda/lib64/:$LD_LIBRARY_PATH
#export LIBRARY_PATH=/usr/local/cuda/lib64/:$LIBRARY_PATH
#export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/cuda/extras/CUPTI/lib64
#export CUDA_HOME=/usr/local/cuda-10.1
alias start-tensorflow="source /tensorflow/bin/activate"
%runscript
echo "Starting Tensorflow virtual environment"
source /tensorflow/bin/activate
echo "Arguments received: $*"
exec python "$@"
Collection
- Name: TMCantwell/FAW
- License: None
View on Datalad
Metrics
key | value |
---|---|
id | /containers/TMCantwell-FAW-cuda101 |
collection name | TMCantwell/FAW |
branch | master |
tag | cuda101 |
commit | d50db85672551275f33334d31a610d82eade1dde |
version (container hash) | fd1ca6f582ca84c281961e3c43bb85cb |
build date | 2020-08-05T13:01:00.499Z |
size (MB) | 8427 |
size (bytes) | 4169449503 |
SIF | Download URL (please use pull with shub://) |
Datalad URL | View on Datalad |
Singularity Recipe | Singularity Recipe on Datalad |
Feedback
Was this page helpful?
Glad to hear it! Please tell us how we can improve.
Sorry to hear that. Please tell us how we can improve.