cyang31/containers:centos_tf2

$ singularity pull shub://cyang31/containers:centos_tf2

Singularity Recipe

Bootstrap: docker
From: nvidia/cuda:10.1-cudnn7-runtime-centos7

%environment 
  SHELL=/bin/bash
  export SHELL
  export HDF5_USE_FILE_LOCKING='FALSE'
  export PATH=/usr/local/cuda/bin:$PATH
  export CPATH=/usr/local/cuda/include:$CPATH
  export LD_LIBRARY_PATH=/usr/local/cuda/lib64:/usr/local/cuda-10.2/lib64:$LD_LIBRARY_PATH

%setup
# runs on host
# the path to the image is $SINGULARITY_ROOTFS

%post
# post-setup script

# load environment variables
. /environment

# use bash as default shell
echo 'SHELL=/bin/bash' >> /environment

# make environment file executable
chmod +x /environment

# default mount paths
mkdir /scratch

# fix this issue: https://github.com/singularityware/singularity/issues/1182#issuecomment-381796545
touch /usr/bin/nvidia-smi

yum -y update
yum -y install yum-utils
yum -y groupinstall development
yum -y install epel-release
yum -y install dnf
yum -y install https://repo.ius.io/ius-release-el7.rpm
yum -y install python36u
yum -y install python36u-devel
yum -y install python36u-pip
yum -y install gcc gcc-c++ numpy python-devel scipy
#yum -y install python3-scikit-learn

pip3.6 install --upgrade pip	
pip3.6 install tensorflow-gpu==2.3.0
pip3.6 install Pillow
pip3.6 install matplotlib
pip3.6 install tqdm
pip3.6 install h5py
pip3.6 install pandas
pip3.6 install simpleitk
pip3.6 install comet_ml
pip3.6 install pyyaml
pip3.6 install spektral

%runscript
# executes with the singularity run command
# delete this section to use existing docker ENTRYPOINT command

%test
# test that script is a success

Collection

• Name: cyang31/containers
• License: None

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