Problem: importing tensotflow in Python cli is normal, but the following error is given in jupyter:

ImportError: cannot import name pywrap_tensorflow

Importing tensorflow in jupyter notebook (Not working Error):

import tensorflow as tf

ImportErrorTraceback (most recent call last)
 in ()
      2 import cv2 as cv2  3 from PIL import Image ----> 4 import tensorflow as tf  5 #'/home/ubuntu/.local/lib/python2.7/site-packages/tensorflow' /home/ubuntu/.local/lib/python2.7/site-packages/tensorflow/__init__.py in ()  21 from __future__ import print_function  22 ---> 23 from tensorflow.python import *  24  25 /home/ubuntu/.local/lib/python2.7/site-packages/tensorflow/python/__init__.py in ()  47 _default_dlopen_flags = sys.getdlopenflags()  48 sys.setdlopenflags(_default_dlopen_flags | ctypes.RTLD_GLOBAL) ---> 49 from tensorflow.python import pywrap_tensorflow  50 sys.setdlopenflags(_default_dlopen_flags)  51 ImportError: cannot import name pywrap_tensorflow

Importing tensorflow in CLI python (Working):

$ python

Python 2.7.12 (default, Jul 1 2016, 15:12:24)
[GCC 5.4.0 20160609] on linux2
Type “help”, “copyright”, “credits” or “license” for more information.

>>> import tensorflow
>>> import tensorflow as tf
>>> print(tf)
<module ‘tensorflow’ from ‘/home/ubuntu/.local/lib/python2.7/site-packages/tensorflow/__init__.pyc’>
>>> help(tf)

>>> print tf.__version__
0.11.0rc2
>>> print tf.__path__
[‘/home/ubuntu/.local/lib/python2.7/site-packages/tensorflow’]

Issue investigation:

Check the location of the tensorflow package:

$ls/home/ubuntu/.local/lib/python2.7/site-packages/tensorflow/
contrib core examples includeinit.pyinit.pyc models python tensorboard tools

Check the location of the jupyter

$ ps -ef | grep jupyter
ubuntu 1347 1 0 Nov11 ?00:00:46 /usr/bin/python /usr/local/bin/jupyter-notebook -no-browser -ip=* -port=8888

Location of other python packages:

>> import sklearn
>>> print(sklearn.__path__)
[‘/home/ubuntu/.local/lib/python2.7/site-packages/sklearn’]
>>> import mxnet
>>> print(mxnet.__path__)
[‘/usr/local/lib/python2.7/dist-packages/mxnet-0.7.0-py2.7.egg/mxnet’]

Solution:

If you have installed tensorflow while jupyter is running, importing tensorflow will not work in jupyter (check if it works on python CLI).You just need to Restart jupyter notebook and it should work.

If you have problem in both jupyter and python CLI, then you just need to start jupyter from other location.