Error while Installing tensorflow-gpu on MX150 - linux

I am trying to install tensorflow gpu on my laptop running MX150. I updated my NVIDIA driver, installed CUDA , installed CUDnn. But still not able to import Tensorflow. getting following error
>>> import tensorflow as tf
Traceback (most recent call last):
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.so.8.0: 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/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 72, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.so.8.0: cannot open shared object file: No such file or directory

It looks like there is a mismatch between your python version and your CUDA version.
please check your versions by:
python --version
and
nvcc --version
What is yuor OS? What version of Tensorflow your are trying to run?
I suggest to uninstall tensorflow and reinstall it after you have the currect version of Python and CUDA. You can follow Tesnoeflow with gpu documentation.
Also check this issue which is similar to yours
libcublas.so.8.0 error with tensorflow

you need python version 3.7 with cuda toolkit 10.0
I also had the same error and solved it by setting the environmental variables for cuda path in your system advanced settings.
If you have installed two or more cuda versions make sure to delete rest from environment variables .
use the below code to check if gpu is being utilizd in jupyter notebook.
from tensorflow.python.client import device_lib
print(device_lib.list_local_devices())

Related

Tensorflow is not running on miniconda and jupyter notebook

I have installed tensorflow using pip install, but it does not run.
When trying to run it, I receive the following error message:
(base) PS C:\WINDOWS\system32> python
Python 3.7.6 (default, Jan 8 2020, 20:23:39) [MSC v.1916 64 bit (AMD64)] :: Anaconda, Inc. on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module> _pywrap_tensorflow_internal = swig_import_helper()
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, descript
ion)
File "C:\ProgramData\Miniconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\ProgramData\Miniconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 98, in <module>
from tensorflow_core import *
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\ProgramData\Miniconda3\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\ProgramData\Miniconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\ProgramData\Miniconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.
Failed to load the native TensorFlow runtime.
Please help me to run tensorflow.
uninstall tensorflow, then reinstall it using conda. Conda will install tensorflow 2.1.0, cuda toolkit 10.1.243 and cudnn 7.6.5. Pip does not install the toolkit or cudnn and you have to download these and change your environment path variable to point to the directories where they are stored. If you want to install tensorflow 2.2 first install tensorflow 2.1.0 with conda then use pip to install tensorflow 2.2 using pip install tensorflow ==2.2.0. Tensorflow 2.2 is compatible with the toolkit and cudnn versions installed by 2.1.
Try using pip install tensorflow instead of conda. Tensorflow works fine for me. But I haven't tried conda yet for installing tensorflow.

While importing tensorflow error occurred

First I installed tensorflow 2.0.0rc1 While importing tensorflow in python 3.6.9 it said import error then I tried tensorflow 1.14.0 but then also error occurred:
Traceback (most recent call last):
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed with error code -1073741795
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:/Users/SUSAMA/PycharmProjects/tensorflow/ten.py", line 1, in <module>
import tensorflow as tf
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\__init__.py", line 28, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed with error code -1073741795
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/errors
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
Process finished with exit code 1
Please tell how to correct it.
Installing TensorFlow (TF) CPU prebuilt binaries:
TensorFlow release binaries version 1.6 and higher are prebuilt with AVX instruction sets.
See hardware requirements to know more.
Therefore on any CPU that does not have these instruction sets, either CPU or GPU version of TF will fail to load.
Apparently, your CPU model does not support AVX instruction sets. You can still use TensorFlow with the alternatives given below:
Try Google Colab to use TensorFlow.
The easiest way to use TF will be to switch to google colab. You get pre-installed latest stable TF version. Also you can use pip install to install any other preferred TF version.
It has an added advantage since you can you easily switch to different hardware accelerators (cpu, gpu, tpu) as per the task.
All you need is a good internet connection and you are all set.
Try to build TF from sources by changing CPU optimization flags.
For me it was that my CPU doesnt support AVX instructions, which are used by
Tensorflow > 1.5 causing this import Error. Possible Fixes are afaik:
1.)Tensorflow 1.5:
pip install tensorflow==1.5
2.)Use a prebuilt wheel without AVX intructions (For example for Windows: https://github.com/fo40225/tensorflow-windows-wheel)
3.)Build Tensorflow from Source for your system.

Installing Tensorflow GPU - Cannot find libcublas.so.9.0 even though its present and in path

I run into the error
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory
even though the file exists and the PATH and LD_LIBRARY_PATH are set. I am using tensorflow-gpu 1.9.0
The file exists:
And the path contains this folder:
The stack trace
Traceback (most recent call last):
File "/home/user1/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/user1/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/user1/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/home/user1/anaconda3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/user1/anaconda3/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory
It turned out to be a driver issue. I went back to Ubuntu 16.04, did a fresh install of Ubuntu and the Nvidia drivers and I was able to install Tensorflow_gpu without a problem.

Failed to load the native TensorFlow runtime on Win 10 64

I'm trying to install TensorFlow as described here on my Windows 10 (x64) machine.
First I installed CUDA. My GPU (GTX 660ti, Compute Capability 3.0) is supported.
Versions: Toolkit 9.0 (accidently installed 9.1 aswell beforehand), cuDNN v7.0.5 for CUDA 9.0
Then I installed Tensorflow using native pip3. Python-Version: 3.6.4
When I'm just importing the tensorflow package I'm getting the following error:
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: DLL load failed: A dynamic link library (dll) initialization routine failed
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import * # pylint: disable=redefined-builtin
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: DLL load failed: A dynamic link library (dll) initialization routine failed
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.
I have the following System environment variables set:
CUDA_PATH - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0
CUDA_PATH_V9_0 - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0
CUDA_PATH_V9_1 - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.1
Path - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\libnvvp;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.1\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.1\libnvvp;
I have Microsoft Visual C++ 2015 Redistributable (x64) - 14.0.24215 installed. MSVCP140.dll is in my System32 folder.
What I also tried:
Using Python version 3.6.2 (What i currently have)
Installing via anaconda
Using pip instead of pip3
Upgrading pip3, pip
Reinstalling
Using tensorflow version from uci repository
Using alternative numpy, scipy, tensorflow versions from here, I got a slightly different stacktrace:
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 35, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 30, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: A dynamic link library (dll) initialization routine failed
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import * # pylint: disable=redefined-builtin
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 35, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 30, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: A dynamic link library (dll) initialization routine failed
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.
I would suggest trying the version from the uci repository for 64 bit Windows binaries, try removing the version you have again and then download and pip installing the version from here. Hope that helps.

Import error after installing tensorflow

I tried installing tensorflow as given in the link Installing Tensor flow
I installed it inside virtual environment. I am getting import error as given at the end in edit.
I've set the following environment variables.
PATH=/usr/local/cuda-8.0/bin:rest/of/the/path
LD_LIBARY_PATH=/home/harshit/Drivers/cudnn5.0/cuda/:/usr/local/cuda-8.0/lib64/:/usr/local/cuda/lib64/
Moreover, I also tried manually copying the files of cudnn but still no luck. That is, I have libcudnn.so.5 in both /usr/local/cuda/lib64 and /usr/local/cuda-8.0/lib64.
As given in other related posts, problem is usually due to environment paths but I feel they are quite correct in my case, but still error persists.
Please help!
Edit- Here is the complete error traceback-
(env) harshit#echo:~$ python
Python 3.5.3 (default, Jan 19 2017, 14:11:04)
[GCC 6.3.0 20170118] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: libcudnn.so.5: 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/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/python/__init__.py", line 51, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/home/harshit/Documents/projects/tensorflowplay/env/lib/python3.5/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: libcudnn.so.5: 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.
I think your libcudnn.so files are not linked correctly.
Please do
$ sudo ldconfig
This will show you the files in /path/to/cuda-8.0/lib64 that are not linked properly.
These should be libcudnn.so and libcudnn.so.5 (as per your error).
Try to attempt the following commands on your terminal:
If you have cudnn v6 (like I have):
$ cd /path/to/cuda-8.0/lib64
Please remove libcudnn.so.6 and libcudnn.so from this folder if you have copied these manually from the NVIDIA CUDNN package.
$ sudo ln -s libcudnn.so.6.0.21 libcudnn.so.6
$ sudo ln -s libcudnn.so.6 libcudnn.so
$ sudo ldconfig
Please change the file names according to the version of cudnn you are using.

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