I've installed tensorflow-gpu using conda, before that I've installed CUDA Toolkit 9.0 and CuDNN v7.0 . But after trying to run the hello tensorflow code, I'm facing the following error. It is unable to load lib files.
Following is what I have given as I/p:
Microsoft Windows [Version 10.0.15063]
(c) 2017 Microsoft Corporation. All rights reserved.
C:\Users\Manish>activate tensorflow-gpu
(tensorflow-gpu) C:\Users\Manish>python
Python 3.6.1 |Continuum Analytics, Inc.| (default, May 11 2017, 13:25:24) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
This is the Error after that
Traceback (most recent call last):
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 978, in _gcd_import
File "<frozen importlib._bootstrap>", line 961, in _find_and_load
File "<frozen importlib._bootstrap>", line 950, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 648, in _load_unlocked
File "<frozen importlib._bootstrap>", line 560, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 922, in create_module
File "<frozen importlib._bootstrap>", line 205, in _call_with_frames_removed
ImportError: DLL load failed: The specified module could not be found.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import *
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 978, in _gcd_import
File "<frozen importlib._bootstrap>", line 961, in _find_and_load
File "<frozen importlib._bootstrap>", line 950, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 648, in _load_unlocked
File "<frozen importlib._bootstrap>", line 560, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 922, in create_module
File "<frozen importlib._bootstrap>", line 205, in _call_with_frames_removed
ImportError: DLL load failed: The specified module could not be found.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\Manish\Anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
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.
Follow these steps to install Tensorflow using conda
#Set Up Anaconda Environments
conda create --name tf_gpu python=3
#Activate the new Environment
source activate tf_gpu
# Install CUDA and cuDNN
tf_gpu$conda install -c anaconda cudatoolkit=9.0 cudnn=7.0
#Install Tensorflow
tf_gpu$ conda install -c anaconda tensorflow-gpu
Related
I install tensorflow 1.7.1 to use with Unity ML-Agent. I install tensorflow with the following command:
pip3 install tensorflow==1.7.1
Installation goes fines but when I try to import tensorflow I got this error:
C:\>python
Python 3.5.1 (v3.5.1:37a07cee5969, Dec 6 2015, 01:54:25) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 14, in swig_import_helper
return importlib.import_module(mname)
File "C:\Python35_x64\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 903, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: Une routine d\u2019initialisation d\u2019une bibliothèque de liens dynamiques (DLL) a échoué.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 16, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Python35_x64\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Python35_x64\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import * # pylint: disable=redefined-builtin
File "C:\Python35_x64\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 14, in swig_import_helper
return importlib.import_module(mname)
File "C:\Python35_x64\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 903, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: Une routine d\u2019initialisation d\u2019une bibliothèque de liens dynamiques (DLL) a échoué.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Python35_x64\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 16, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Python35_x64\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
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.
>>>
Microsoft C++ 2015 redistributable as installed on my system and I find MSVCP140.dll easily with the dos command ( like suggested in common installation issue docs ):
C:\>where MSVCP140.dll
C:\Windows\System32\msvcp140.dll
I don't install CUDA and cuDNN things because I don't have cuda cards and I only install tensorflow for CPU like suggested.
EDIT: Downgrading to TensorFlow 1.5 is not a solution for me because Unity ML-agents really need 1.7.1
Finally it's a AVX support problem.
My CPU don't support AVX instructions.
I compile myself the TensorFlow 1.7.1 from sources. Finally not that hard as I think ( but take few hours on my poor laptop). With GIT , CMAKE , SWIG and Python 3.5 I fellow the instruction on the tensorflow github repo ( readme.md ):
https://github.com/tensorflow/tensorflow/tree/v1.7.1/tensorflow/contrib/cmake
Everything goes fine except few " out of heap space " errors. Trying to add the flags /Zm200 , /Zm500 or anything else not working for me. I solve this issue by forcing to use 64bit VC compiler:
https://github.com/tensorflow/tensorflow/issues/11096
On this issue page , the user kalengi suggest some tips. I only use his commands for MSBuild:
"C:\Program Files (x86)\Microsoft Visual Studio\2017\Community\MSBuild\15.0\Bin\amd64\MSBuild.exe" /m:2 /p:CL_MPCount=1 /p:Configuration=Release /p:Platform=x64 /p:PreferredToolArchitecture=x64 ALL_BUILD.vcxproj
"C:\Program Files (x86)\Microsoft Visual Studio\2017\Community\MSBuild\15.0\Bin\amd64\MSBuild.exe" /m:2 /p:CL_MPCount=1 /p:Configuration=Release /p:Platform=x64 /p:PreferredToolArchitecture=x64 tf_python_build_pip_package.vcxproj
I just installed TensorFlow via pip3 at Windows 8, using python 3.5.2 (which said Successfully installed tensorflow-1.2.1). However, when I want to load it, it shows me a long error-log saying that it didn't find many modules.
C:\Users\IQS-1>python
Python 3.5.2 (v3.5.2:4def2a2901a5, Jun 25 2016, 22:18:55) [MSC v.1900 64 bit (AMD64)] on win32 Type "help", "copyright", "credits" or "license" for more information.
>>>
>>>
>>>
>>>
>>>
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\importlib\__in
it__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 906, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: Das angegebene Modul wurde nicht gefunden.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\importlib\__in
it__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import *
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\importlib\__in
it__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 906, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: Das angegebene Modul wurde nicht gefunden.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\site-packages\
tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\IQS-1\AppData\Local\Programs\Python\Python35\lib\importlib\__in
it__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/install_sources#common_installation_probl
ems
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
>>> hello = tf.constant('Hello, TensorFlow!')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
NameError: name 'tf' is not defined
>>>
>>>
>>> tf
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
NameError: name 'tf' is not defined
I suspect that it does not find the correct directory to load the modules (similarly what has been asked here), but I wasn't able to fix it yet. I'm very grateful for any suggestions!
I am able to reproduce exactly the same error as you did in Windows 8.1 with Python 3.5.2 and TensorFlow 1.2.1 for CPU only.
The root cause to this issue is because TensorFlow Windows installation requires the msvcp140.dll.
You can install this DLL by installing the latest Microsoft Visual C++ 2015 Redistributable Update 3.
I am able to resolve the issue you're encountering after installed the above package which contains the DLL TensorFlow requires.
Relevant reference:
On Windows, running "import tensorflow" generates No module named "_pywrap_tensorflow" error
Addendum:
The same error is also reproducible on Windows 10 with the same Python and TensorFlow version as above.
In addition, user can also install Microsoft Visual C++ Redistributable for Visual Studio 2017 to resolve the error above
Recently I was installing tensorflow(gpu) for windows.
I have a graphic card with compute capability = 3.0 (compatible)
Python (3.5.2)
Cuda 8.0 (installed and working)
CudNN installed
(These are as per the tensorflow manual)
But when I installed the tensorflow
pip3 install --upgrade tensorflow-gpu
It was installed successfully.
But when I run the code in python I got the error.
Here is the log.
>>C:\Users\jagja>python
Python 3.5.2 (v3.5.2:4def2a2901a5, Jun 25 2016, 22:18:55) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 906, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: The specified module could not be found.
>>During handling of the above exception, another exception occurred:
>>Traceback (most recent call last):
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
>>During handling of the above exception, another exception occurred:
>>Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import *
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 906, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: The specified module could not be found.
>>During handling of the above exception, another exception occurred:
>>Traceback (most recent call last):
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\jagja\AppData\Local\Programs\Python\Python35\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
>>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.
Can anyone figure out the problem. I have trying to work upon gpu's now, but stuck for weeks because of this error
I tried really hard to find a solution to this problem problem. I don't know which one is necessary or not for you. But lastly I did this and it worked:
You must change cudnn64_?.dll in directory C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\bin to cudnn64_5.dll.
I hope it work for you too.
Update
In fact you must download adequate version of CuDNN for your tensorflow. In windows 10 version 5.1 works.
Setting up the development environment for GPU computations for deep learning/ML libraries is extremely frustrating. In my experience, it helps often to start from a blank slate again if the error messages get too convoluted. But this particular error message seems to be one of the common installation problems mentioned on tensorflow's installation page. They redirect to this stackoverflow question :
On Windows, running "import tensorflow" generates No module named "_pywrap_tensorflow" error
It is extremely hard to diagnose something like this from afar. If the link doesnt help, I hope someone else can come along and help you. Good luck!
I've been able to work with TensorFlow on CPU, Now I need to run it on a GPU device with the following specs:
CPU: Intel Xeon(E5-2670) and win7 64bit and NVIDIA GeForce GTX 980 Ti
I've installed python3.5 and Tensorflow for GPU just as described in TF homepage. when I run a test program here what I get when I try to import Tensorflow :
(C:\Users\Engine>python
Python 3.5.3 (v3.5.3:1880cb95a742, Jan 16 2017, 16:02:32) [MSC v.1900 64 bit (AM
D64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):](url)
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_h
elper
return importlib.import_module(mname)
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\importlib
\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 914, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: Das angegebene Modul wurde nicht gefunden.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_h
elper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\importlib
\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import *
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\__init__.py", line 51, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_h
elper
return importlib.import_module(mname)
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\importlib
\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 914, in create_module
File "<frozen importlib._bootstrap>", line 22
2, in _call_with_frames_removed
ImportError: DLL load failed: Das angegebene Modul wurde nicht gefunden.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_h
elper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\importlib
\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/install_sources#common_installation_probl
ems
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
Does anyone has a hint how this can be solved ?
CUDNN might be one of the reasons. cuDNN v6.0 does not work for many people. Try with cuDNN v5.1.
Importing from inside GIT folder is also one of the reasons.
Good to know 1 worked for you.
I'm trying to install tensorflow-gpu, I follow the instruction at
https://nitishmutha.github.io/tensorflow/2017/01/22/TensorFlow-with-gpu-for-windows.html
everything seems work fine until i import tensorflow
Here is my computer configure:
Windows10
Anaconda 3.4.1.1
Python 3.5.2
Nvidia driver 381.90
Nvidia Gpu Computing Toolkit v8.0
cudnn 8.0
I'm trying to solve it for hours, can anyone give me some hints. Thank you very much
C:\Users\kaich>activate tensorflow-gpu
(tensorflow-gpu) C:\Users\kaich>python
Python 3.5.2 |Continuum Analytics, Inc.| (default, Jul 5 2016, 11:41:13) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 906, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: 找不到指定的模組。
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import *
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\__init__.py", line 51, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 906, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: 找不到指定的模組。
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\kaich\Anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
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.
After giving activate tensorflow-gpu execute the following command in the shell.
pip install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/windows/gpu/tensorflow_gpu-1.1.0-cp35-cp35m-win_amd64.whl