To install tensorflow with virtualenv you have to do the follwoing steps in a GPU node:

1) Connect to a GPU node:

Sinteract -p gpu -q gpu -t 01:00:00 -m 4G


2) Load the necessary modules

module load gcc cuda cudnn python


3) Create the virtualenv environment and choose a Python interpreter

virtualenv --system-site-packages -p python3 venv-tensorflow-1.9


4) Activate the virtualenv environment

source venv-tensorflow-1.9/bin/activate


5) Use pip3 to install the package

pip3 install --no-cache-dir --upgrade tensorflow-1.9.0-cp36-cp36m-linux_x86_64.whl


6) Install any extra Python packages you might need

pip3 install pandas


7) Modify the script.sh provided here and enjoy tensorflow