I tried installing from pip:
pip3 install --user --no-cache https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.4.0-cp36-cp36m-linux_x86_64.whl
Just install 1.3 version of tensorflow. Problem solved.
pip install tensorflow==1.3.0