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
i use tensorflow 1.4.0, meet the same problem. but you can use tensorflow 1.6.0, now.