I couldn't solve my problem with previous similar questions.
I installed tensorflow-gpu 2.0.0 along python 3.6, cuda 10 and cudnn 7.4.2.
now according to this page, these are compatible and tested:
https://www.tensorflow.org/install/source_windows#tested_build_configurations
when importing, this is the error its returning:
>>> import tensorflow
2020-02-05 15:17:43.900905: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\p6\lib\site-packages\tensorflow\__init__.py", line 98, in <module>
from tensorflow_core import *
File "C:\p6\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\p6\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\p6\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\p6\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\p6\lib\site-packages\tensorflow_core\python\__init__.py", line 52, in <module>
from tensorflow.core.framework.graph_pb2 import *
File "C:\p6\lib\site-packages\tensorflow_core\core\framework\graph_pb2.py", line 7, in <module>
from google.protobuf import descriptor as _descriptor
File "C:\p6\lib\site-packages\google\protobuf\descriptor.py", line 47, in <module>
from google.protobuf.pyext import _message
ImportError: DLL load failed: The specified procedure could not be found.
I have already tried reinstalling all of them. i've also checked and the PATH is also added in environment variables. got these errors on latest version of python, tensorflow-gpu, cuda, cudnn too.
could someone please help me with this?
There are 4 possible reasons for Tensorflow installation issues in windows
You need to install the MSVC 2019 redistributable from here
Your CPU does not support AVX2 instructions
Your CPU/Python is on 32 bits
There is a library that is in a different location/not installed on your system that cannot be loaded.
Related
I am trying to learn tensor flow but when I import tensor flow
import tensorflow
it gives errors regarding pywrap
File "<stdin>", line 1, in <module>
File "C:\Users\rakti\anaconda\lib\site-packages\tensorflow\__init__.py", line 41, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Users\rakti\anaconda\lib\site-packages\tensorflow\python\__init__.py", line 40, in <module>
from tensorflow.python.eager import context
File "C:\Users\rakti\anaconda\lib\site-packages\tensorflow\python\eager\context.py", line 35, in <module>
from tensorflow.python import pywrap_tfe
File "C:\Users\rakti\anaconda\lib\site-packages\tensorflow\python\pywrap_tfe.py", line 28, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\rakti\anaconda\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 83, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\rakti\anaconda\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 64, in <module>
from tensorflow.python._pywrap_tensorflow_internal import *
ImportError: DLL load failed: The specified module could not be found.
Failed to load the native TensorFlow runtime.
can anyone tell me what I have done worng.
or what can I do to recover from this situation?
i have already installed cudnn and cudatoolkit
via these command line commands
conda install cudatoolkit
conda install cudnn
so they may not be the focus of this problem
Try installing Microsoft Visual C++ Redistributable für Visual Studio 2019 it can solve your issue because as of my research most of the places I saw, had this solution only.
If you want to know how to download it you can search google or bing about it.
Please comment if this doesn't help, I'll try to help you and make sure to install tensor flow again.
I can't import TF2 in PyCharm. I installed it with reh requirements.txt and tried different Versions (latest and 2.0.0). However when I want to import it I get the following error:
Traceback (most recent call last):
File "C:/Users/A704601/PycharmProjects/Projekt/src/test.py", line 3, in <module>
import tensorflow as tf
File "C:\Users\A704601\PycharmProjects\Projekt\venv\lib\site-packages\tensorflow\__init__.py", line 98, in <module>
from tensorflow_core import *
File "C:\Users\A704601\PycharmProjects\Projekt\venv\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Users\A704601\PycharmProjects\Projekt\venv\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\A704601\PycharmProjects\Projekt\venv\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\A704601\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\Users\A704601\PycharmProjects\Projekt\venv\lib\site-packages\tensorflow_core\python\__init__.py", line 52, in <module>
from tensorflow.core.framework.graph_pb2 import *
File "C:\Users\A704601\PycharmProjects\Projekt\venv\lib\site-packages\tensorflow_core\core\framework\graph_pb2.py", line 7, in <module>
from google.protobuf import descriptor as _descriptor
File "C:\Users\A704601\PycharmProjects\Projekt\venv\lib\site-packages\google\protobuf\descriptor.py", line 47, in <module>
from google.protobuf.pyext import _message
ImportError: DLL load failed: Die angegebene Prozedur wurde nicht gefunden.
I have the latest Version of Windows 10 and PyCharm. I use Python 3.6 and I do not have a GPU but my CPU supports AVX. Furthermore this solution I found did not solve the problem:
import os
os.environ['CUDA_VISIBLE_DEVICES'] = '-1'
As Rumo mentioned in the comments installing protobuf==3.6.0 fixed the issue
I installed tensorflow on my mac via pip and I'm using anaconda as my IDE.
when I run the command
import tensoflow
I'm getting the following error:
Traceback (most recent call last):
File "<ipython-input-3-a649b509054f>", line 1, in <module>
import tensorflow
File "/Applications/anaconda3/lib/python3.5/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/Applications/anaconda3/lib/python3.5/site-packages/tensorflow/python/__init__.py", line 51, in <module>
from tensorflow.python import pywrap_tensorflow
File "/Applications/anaconda3/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/Applications/anaconda3/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Applications/anaconda3/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/Applications/anaconda3/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 "/Applications/anaconda3/lib/python3.5/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/Applications/anaconda3/lib/python3.5/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(/Applications/anaconda3/lib/python3.5/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 10): Library not loaded: #rpath/libcublas.8.0.dylib
Referenced from: /Applications/anaconda3/lib/python3.5/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so
Reason: image not found
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 also ran pip list in my terminal to check if it was installed properly.
It lists all the tensorflow libraries that I have installed.
I'm using Anaconda v1.6.8 and Spyder v3.2.3
I can see that you have 2 versions of tensorflow. with (1.1.0) and without (1.3.0) gpu support. But error you are getting is because the gpu libraries are not properly installed.
For tensorflow-gpu==1.1.0 follow these instructions.
Unfortunatelly tensorflow dropped support for gpu on Mac since v1.2, but this answer may help you setup for a higher version.
I am trying to install Tensorflow with GPU support on Windows 10 according to the following guide: https://nitishmutha.github.io/tensorflow/2017/01/22/TensorFlow-with-gpu-for-windows.html
However, I got the following error when I import tensorflow in Conda Python 3.5.2:
How I fix this dll-not-found error? 'pip install tensorflow-gpu' did not give any errors.
File "", line 666, in _load_unlocked
File "", line 577, in module_from_spec
File "", line 906, in create_module
File "", 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:\ProgramData\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41,
in from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\ProgramData\Anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in _pywrap_tensorflow_internal = swig_import_helper() File "C:\ProgramData\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:\ProgramData\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.
Tensorflow installation with pip did not give any errors, but I fixed my problem by installing CuDNN V6 instead of CuDNN V5.1. It appears that tensorflow V1.3.0 now uses CuDNN V6.
You have the option of installing Tensorflow with native pip on windows.
https://www.tensorflow.org/install/install_windows
You may use the python script (tensorflow_self_check.py) to check the problems during the installation.
When I try to import tensorflow I get the following error:
>>import tensorflow
File "C:\Users\...\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import *
File "C:\Users\...\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\__init__.py", line 72, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\...\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\__init__.py", line 66, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\...\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 21, in <module>
_pywrap_tensorflow = swig_import_helper()
File "C:\Users\...\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow')
File "C:\Users\...\Anaconda3\envs\tensorflow\lib\importlib\__init__.py", line 37, in import_module
__import__(name)
ImportError: No module named _pywrap_tensorflow
Failed to load the native TensorFlow runtime.
See https://github.com/tensorflow/tensorflow/blob/master/tensorflow/g3doc/get_started/os_setup.md#import_error
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
I installed the msvcp140.dll Redistributable as recommended here, but it didn't help. Any ideas? I am running Anaconda3 environment.
It turned out that tensorflow on windows requires python 3.5 or higher while my python was 2.7.8. I found out that this was the problem by the help of this great script which helps trace the source error and gives clear error messages.