how to install tensorflow on anaconda python 3.6

Question

I installed the new version python 3.6 with the anaconda package. However i am not able to install tensorflow. Always receive the error that

tensorflow_gpu-1.0.0rc2

Answer 1

This is what I did for Installing Anaconda Python 3.6 version and Tensorflow on Window 10 64bit.And It was success!

1. Download Anaconda Python 3.6 version for Window 64bit.

2. Create a conda environment named tensorflow by invoking the following command:

   C:> conda create -n tensorflow 
   

3. Activate the conda environment by issuing the following command:

   C:> activate tensorflow
   (tensorflow)C:>  # Your prompt should change 
   

4. Download “tensorflow-1.0.1-cp36-cp36m-win_amd64.whl” from here. (For my case, the file will be located in “C:\Users\Joshua\Downloads” once after downloaded).

5. Install the Tensorflow by using following command:

   (tensorflow)C:>pip install C:\Users\Joshua\Downloads\ tensorflow-1.0.1-cp36-cp36m-win_amd64.whl
   

This is what I got after the installing:

6. Validate installation by entering following command in your Python environment:

   import tensorflow as tf
   hello = tf.constant('Hello, TensorFlow!')
   sess = tf.Session()
   print(sess.run(hello))
   

If the output you got is 'Hello, TensorFlow!',that means you have successfully install your Tensorflow.

Answer 2

According to :https://anaconda.org/intel/tensorflow

To install this package with conda run:

conda install -c intel tensorflow

pip install To install this package with pip:

pip install -i https://pypi.anaconda.org/intel/simple tensorflow

Answer 3

I use this method as told by one of the user: This is what I did for Installing Anaconda Python 3.6 version and Tensorflow on Window 10 64bit.And It was success!

Go to https://www.continuum.io/downloads to download Anaconda Python 3.6 version for Window 64bit. Create a conda environment named tensorflow by invoking the following command:

C:> conda create -n tensorflow Activate the conda environment by issuing the following command:

C:> activate tensorflow (tensorflow)C:> # Your prompt should change Go to http://www.lfd.uci.edu/~gohlke/pythonlibs/enter code here download “tensorflow-1.0.1-cp36-cp36m-win_amd64.whl”. (For my case, the file will be located in “C:\Users\Joshua\Downloads” once after downloaded) Install the Tensorflow by using following command:

(tensorflow)C:>pip install C:\Users\Joshua\Downloads\ tensorflow-1.0.1-cp36-cp36m-win_amd64.whl

but nothing happens in the prompt. It starts from the new line with the tensorflow as if nothing was written. Whats the problem?

Answer 4

For Windows 10 with Anaconda 4.4 Python 3.6:

1st step) conda create -n tensorflow python=3.6

2nd step) activate tensorflow

3rd step) pip3 install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow-1.2.1-cp36-cp36m-win_amd64.whl

Answer 5

I will simply leave this here because none of the other approaches worked for me. Also, I can look it up myself when I need it for new devices.

THIS IS THE WAY IT WORKS:

1. Install Anaconda
2. Open Anaconda Prompt
3. conda create --name tensorflow
4. conda activate tensorflow
5. Search with conda search tensorflow for all available TensorFlow versions
6. Choose the one you need (usually the newest one)
7. Explicitly name the version now (otherwise it happened to me that version 1.14 was installed): conda install -c conda-forge tensorflow=YOUR_VERSION
8. Open Anaconda, choose the new environment and install Spyder
9. Install Microsoft Visual C++ Redistributable for Visual Studio 2015, 2017 and 2019
10. Download msvcp140.dll and add the .dll-File to the Windows\System32 folder

Now it should work like a charm!

TROUBLESHOOTING:

If it still doesn't work, try this, it worked for me:

Open Anaconda-Prompt:

1. Create an environment with Python 3.6 like this: conda create --name tensorflow_env python=3.6
2. conda activate tensorflow
3. Steps 6. and 6. from the list above
4. conda install tensorflow=YOUR_VERSION(not forge, just like this!)
5. Now do steps 8, 9, 10 from above

TENSORFLOW GPU:

If you want to use your GPU, do it the same way as described above, with the only difference to install tensorflow-gpu instead if tensorflow.

And, you must install the newest NVIDIA driver for your GPU, you can find and choose the right one here.

(Yes, in TF 2 there's both, a CPU and GPU support, in the "normal" library. However, if you install tensorflow-gpu via conda, it installs the CUDA and cudNN etc. you need automatically for you - also the right versions. This way easier and faster.)

Answer 6

Try this one.

Python 3.6

pip install https://anaconda.org/intel/tensorflow/1.2.1/download/tensorflow-1.2.1-cp36-cp36m-linux_x86_64.whl

Source: https://software.intel.com/en-us/articles/intel-optimized-tensorflow-wheel-now-available