Installing TensorFlow on Windows (Python 3.6.x)

Tensorflow now works with python 3.6.4, don't use python builds that came after 3.6.4 and most importantly tensorflow doesn't work on Python 3.7.2. You can download 3.6.4 for windows from here python 3.6.4.

Then just simply run pip install tensorflow-gpu

If you are using anaconda distribution, you can do the following to use python 3.5 on the new environnement "tensorflow":

conda create --name tensorflow python=3.5
activate tensorflow
conda install jupyter
conda install scipy
pip install tensorflow
# or
# pip install tensorflow-gpu

It is important to add python=3.5 at the end of the first line, because it will install Python 3.5.

Source: https://github.com/tensorflow/tensorflow/issues/6999#issuecomment-278459224

Update 15.11.2017

It seems that by now it is working like one would expect. Running the following commands using the following pip and python version should work.

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Installing with Python 3.6.x

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Version

Python: 3.6.3
pip: 9.0.1

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Installation Commands

The following commands are based of the following installation guide here.

using cmd

C:> pip3 install --upgrade tensorflow // cpu
C:> pip3 install --upgrade tensorflow-gpu // gpu

using Anaconda

C:> conda create -n tensorflow python=3.5 
C:> activate tensorflow
(tensorflow)C:> pip install --ignore-installed --upgrade tensorflow
(tensorflow)C:> pip install --ignore-installed --upgrade tensorflow-gpu 

Additional Information

A list of common installation problems can be found here.

You can find an example console output of a successful tensorflow cpu installation here.

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Old response:

Okay to conclude; use version 3.5.2 !
Neither 3.5.1 nor 3.6.x seem to work at the moment.

Versions:

Python 3.5.2 pip 8.1.1 .. (python 3.5)

Commands:

// cpu
C:> pip install --upgrade https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow-0.12.0rc0-cp35-cp35m-win_amd64.whl

// gpu
C:> pip install --upgrade https://storage.googleapis.com/tensorflow/windows/gpu/tensorflow_gpu-0.12.0rc0-cp35-cp35m-win_amd64.whl

After searching a lot and trying to install and reinstall Python, i found the solution was very simple

use the following for windows

python -m pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl

change to following on mac

python3 -m pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl

for Anaconda use corresponding conda