title: ImportError: libcusolver.so.8.0: cannot open shared object file: No such file or directory
body: <p>Possible duplicate of <a href="https://stackoverflow.com/questions/43558707/tensorflow-importerror-libcusolver-so-8-0-cannot-open-shared-object-file-no">this question.</a>
  I have a gpu account to whom I connect through putty (ssh login). I have created a virtualenv there and I am installing tenorflow through pip for gpu. Everything works fine, when I run command </p>
  
  <pre><code>$ pip list
  </code></pre>
  
  <p>following list is being shown: </p>
  
  <pre><code> backports.weakref (1.0rc1)
   bleach (1.5.0)
   funcsigs (1.0.2)
   html5lib (0.9999999)
   Markdown (2.6.8)
   mock (2.0.0)
   numpy (1.13.1)
   olefile (0.44)
   pbr (3.1.1)
   Pillow (4.2.1)
   pip (9.0.1)
   protobuf (3.3.0)
   setuptools (36.0.1)
   six (1.10.0)
   tensorflow-gpu (1.2.1)
   Werkzeug (0.12.2)
   wheel (0.29.0)
  </code></pre>
  
  <p>But when I run:</p>
  
  <pre><code>$ python
  &gt;&gt;&gt; import tensorflow
  </code></pre>
  
  <p>It shows the following error:</p>
  
  <pre><code>  Traceback (most recent call last):
    File "&lt;stdin&gt;", line 1, in &lt;module&gt;
    File "/home/nauman/junaid/final/test/lib/python2.7/site-
    packages/tensorflow/__init__.py", line 24, in &lt;module&gt;
    from tensorflow.python import *
    File "/home/nauman/junaid/final/test/lib/python2.7/site-
    packages/tensorflow/python/__init__.py", line 49, in &lt;module&gt;
    from tensorflow.python import pywrap_tensorflow
    File "/home/nauman/junaid/final/test/lib/python2.7/site-
    packages/tensorflow/python/pywrap_tensorflow.py", line 52, in &lt;module&gt;
    raise ImportError(msg)
    ImportError: Traceback (most recent call last):
    File "/home/nauman/junaid/final/test/lib/python2.7/site-
    packages/tensorflow/python/pywrap_tensorflow.py", line 41, in &lt;module&gt;
    from tensorflow.python.pywrap_tensorflow_internal import *
    File "/home/nauman/junaid/final/test/lib/python2.7/site-
    packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in 
    &lt;module&gt;
    _pywrap_tensorflow_internal = swig_import_helper()
    File "/home/nauman/junaid/final/test/lib/python2.7/site-
    packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in 
    swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, 
    description)
    ImportError: libcusolver.so.8.0: cannot open shared object file: No such 
    file or directory
    Failed to load the native TensorFlow runtime.
    See https://www.tensorflow.org/install/install_sources#common_installation_problems
    for some common reasons and solutions.  Include the entire stack trace
    above this error message when asking for help.
  </code></pre>
  
  <p>I have also set my environment variables like this:</p>
  
  <pre><code>  export CUDA_HOME=/opt/cuda
    export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:$CUDA_HOME/lib64:$CUDA_HOME/extras/CUPTI/lib64"
  </code></pre>
  
  <p>Moreover, I found that libcusolver.so.8.0 is not there, while libcusolver.so.7.5
  is there in cuda/lib64/.
  Somehow tensorflow is finding wrong file or I ain't know nothing. 
  Any help would be appreciated as I am new to all this stuff. 
  Python version: 2.7
  OS: Linux</p>