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Importerror: libcudnn.so.6: cannot open shared object file: no such file or directory

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Problem :

I am facing following error while importing the Tensorflow.

>>> import tensorflow

Traceback (most recent call last):

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in <module>

from tensorflow.python.pywrap_tensorflow_internal import *

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 33, in <module>

_pywrap_tensorflow_internal = swig_import_helper()

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 39, in swig_import_helper

_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)

File "/home/alecxe/anaconda3/lib/python3.6/imp.py", line 151, in load_module

return load_dynamic(name, filename, file)

File "/home/alecxe/anaconda3/lib/python3.6/imp.py", line 363, in load_dynamic

return _load(spec)

ImportError: libcudnn.so.6: cannot open shared object file: No such file or directory

During handling of the above exception, another exception occurred:

Traceback (most recent call last):

File "<stdin>", line 1, in <module>

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/__init__.py", line 35, in <module>

from tensorflow.python import *

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 69, in <module>

from tensorflow.python import pywrap_tensorflow

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 32, in <module>

raise ImportError(msg)

ImportError: Traceback (most recent call last):

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 53, in <module>

from tensorflow.python.pywrap_tensorflow_internal import *

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 49, in <module>

_pywrap_tensorflow_internal = swig_import_helper()

File "/home/alecxe/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 33, in swig_import_helper

_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)

File "/home/alecxe/anaconda3/lib/python3.6/imp.py", line 151, in load_module

return load_dynamic(name, filename, file)

File "/home/alecxe/anaconda3/lib/python3.6/imp.py", line 363, in load_dynamic

return _load(spec)

ImportError: libcudnn.so.6: cannot open shared object file: No such file or directory

Failed to load the native TensorFlow runtime.

I tried to add the path variables too as below :

$ export PATH=/usr/local/cuda-8.0/bin${PATH:+:${PATH}}

$ export LD_LIBRARY_PATH=/usr/local/cuda-8.0/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}

Then my system detects nvcc. But as soon as I open the terminal windows, and type nvcc -V in the  new terminal window it again shows that not installed

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1 Answer

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Solution  :

I met this problem in recent past while I was installing the tensorflow-gpu according to the official installing document. I have managed to solve it by changing my version of tensorflow-gpu.

pip install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.3.0-cp36-cp36m-linux_x86_64.whl
●9 ●7 ●4
38,600 points

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