error: Failed to load the native TensorFlow runtime

问题:

i'm new to tensorflow, today i installed tensorflow using:

C:\>pip3 install --upgrade tensorflow Collecting tensorflow   Using cached tensorflow-1.2.0-cp35-cp35m-win_amd64.whl Requirement already up-to-date: bleach==1.5.0 in c:\python35\lib\site-packages ( from tensorflow) Requirement already up-to-date: werkzeug>=0.11.10 in c:\python35\lib\site-packag es (from tensorflow) Requirement already up-to-date: html5lib==0.9999999 in c:\python35\lib\site-pack ages (from tensorflow) Requirement already up-to-date: protobuf>=3.2.0 in c:\python35\lib\site-packages  (from tensorflow) Requirement already up-to-date: backports.weakref==1.0rc1 in c:\python35\lib\sit e-packages (from tensorflow) Requirement already up-to-date: markdown==2.2.0 in c:\python35\lib\site-packages  (from tensorflow) Requirement already up-to-date: numpy>=1.11.0 in c:\python35\lib\site-packages ( from tensorflow) Requirement already up-to-date: six>=1.10.0 in c:\python35\lib\site-packages (fr om tensorflow) Requirement already up-to-date: wheel>=0.26 in c:\python35\lib\site-packages (fr om tensorflow) Requirement already up-to-date: setuptools in c:\python35\lib\site-packages (fro m protobuf>=3.2.0->tensorflow) Installing collected packages: tensorflow Successfully installed tensorflow-1.2.0 

when i tried to import tensorflow, it throws:

C:\>python Python 3.5.2 (v3.5.2:4def2a2901a5, Jun 25 2016, 22:18:55) [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):   File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern al.py", line 18, in swig_import_helper     return importlib.import_module(mname)   File "C:\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:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", l ine 41, in <module>     from tensorflow.python.pywrap_tensorflow_internal import *   File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern al.py", line 21, in <module>     _pywrap_tensorflow_internal = swig_import_helper()   File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern al.py", line 20, in swig_import_helper     return importlib.import_module('_pywrap_tensorflow_internal')   File "C:\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:\Python35\lib\site-packages\tensorflow\__init__.py", line 24, in <modu le>     from tensorflow.python import *   File "C:\Python35\lib\site-packages\tensorflow\python\__init__.py", line 49, i n <module>     from tensorflow.python import pywrap_tensorflow   File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", l ine 52, in <module>     raise ImportError(msg) ImportError: Traceback (most recent call last):   File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern al.py", line 18, in swig_import_helper     return importlib.import_module(mname)   File "C:\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:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", l ine 41, in <module>     from tensorflow.python.pywrap_tensorflow_internal import *   File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern al.py", line 21, in <module>     _pywrap_tensorflow_internal = swig_import_helper()   File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern al.py", line 20, in swig_import_helper     return importlib.import_module('_pywrap_tensorflow_internal')   File "C:\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. >>> 

i'm using python 3.5.2 64bit, i don't really know why the import process throws error, please help me gurus

thanks, best regards

回答1:

I had a similar error on OSX Siera when i installed tensorflow through pip on python 3.6. It was fixed by using the binary URL that identifies the TensorFlow Python package

sudo pip3 install --upgrade tfBinaryURL   # Python 3.n 

in my case tfBinaryURL is as below:

sudo pip3 install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.3.0-py3-none-any.whl 

回答2:

Similar problem occurred with me. I am using Windows 8.1 (64 bit) operating system and Python 3.6.2 (64 bit).

I have solved the problem by installing Visual C++ Redistributable for Visual Studio 2015 (vc_redist.x64.exe) from vc_redist.x64.exe.

回答3:

Pay attention to CUDA operation, since exactly this error is reported when CUDA is not working at all. Try from cmd e.g. c:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\extras\demo_suite>oceanFFT.exe
If it fails, try to update driver (Device manager / Display adapters / NVIDIA...) of your graphics card.

回答4:

simply download MSVCP140.dll, unzip it and then paste it in system32 folder..

回答5:

I had the same problem today and I followed all of these advice here as well as many more from other sources in the internet and from my own head. None of them worked.

I had installed tf 1.2.0 and it had no problem importing it

pip3 install --upgrade tensorflow==1.2.0

Further on, I found out that all the versions import well, up to 1.6.0., so I'll go about with 1.5.0. Currently, the latest is 1.7.0.

文章来源: error: Failed to load the native TensorFlow runtime