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Below command line functions shows how to install Tensorflow on Centos 7.

STEP 1. Install Python, PIP and associated components

sudo yum -y install epel-release
sudo yum -y install gcc gcc-c++ python-pip python-devel atlas atlas-devel gcc-gfortran openssl-devel libffi-devel
STEP 2. Upgrade VirtualEnv by PIP
pip install --upgrade virtualenv
virtualenv --system-site-packages ~/venvs/tensorflow
source ~/venvs/tensorflow/bin/activate
pip install --upgrade numpy scipy wheel cryptography #optional
pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.12.0rc0-cp35-cp35m-linux_x86_64.whl
If you face an error like below when you run the end of line above
tensorflow-1.12.0rc0-cp35-cp35m-linux_x86_64.whl is not a supported wheel on this platform.

You can do it as below as an alternative solution

python -m pip install https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.12.0-cp27-none-linux_x86_64.whl


STEP 3. If you want gpu, support, but cuda and cudnn are required, see docs for more install instructions
pip install --upgrade https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.10.0rc0-cp35-cp35m-linux_x86_64.whl

Reference: https://gist.github.com/87170360/0d445ae4100c2686067ee56901b42f9b


STEP 4. Upgrade Tensorflow in latest version

pip install --upgrade tensorflow      # CPU only
pip install --upgrade tensorflow-gpu  # GPU support
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