An error occurs when importing tensorflow.
My environment
Ubuntu 18.04 Desktop
Nvidia graphic driver 470.42.01
CUDA 11.4
Python 3.6.14 (Anaconda)
TensorFlow-gpu 1.12.0
CUDA environment variable setup completed (11.4)
Linked symbolic link at /usr/local/CUDA from /usr/local/CUDA-11.4
(The reason for using the old version is that the SDK of the project was written in the past.)
When importing tensorflow after running Python, the following error occurs:
>>> import tensorflow
Traceback (most recent call last):
File "/home/(username)/anaconda3/envs/mdk/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/(username)/anaconda3/envs/mdk/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/(username)/anaconda3/envs/mdk/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/(username)/anaconda3/envs/mdk/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/(username)/anaconda3/envs/mdk/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
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/(username)/anaconda3/envs/mdk/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/home/(username)/anaconda3/envs/mdk/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/(username)/anaconda3/envs/mdk/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/home/(username)/anaconda3/envs/mdk/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/(username)/anaconda3/envs/mdk/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/(username)/anaconda3/envs/mdk/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/(username)/anaconda3/envs/mdk/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/(username)/anaconda3/envs/mdk/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
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.
I installed CUDA 9.0 to fix this error.
However, the same error came out with version 7.0.
Do I need to install all the versions of CUDA that I need?
Or is there any other way to solve this?
According to Tensorflow documentation, TF v1.12 requires CUDA 9.0.
Take a look at screenshot for information,
Once Appropriate CUDA version installed, Add the CUDA®, CUPTI, and cuDNN installation directories to the %PATH% environmental variable.
Follow the installation steps mentioned here and change CUDA versions as per the requirement i.e CUDA 9.0.
Related
Been having a ton of issues loading Tensorflow. I've uninstalled and reinstalled numpy (now it's up to date, that was another initial error), uninstalled and reinstalled Tensorflow, and uninstalled and reinstalled Nextgenrnn (the package I plan to use it in combination with).
Launching python and calling "import tensorflow", I receive this really long error message.
Here is a full stack trace:
Traceback (most recent call last):
File "//anaconda/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "//anaconda/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "//anaconda/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 "//anaconda/lib/python3.5/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "//anaconda/lib/python3.5/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(//anaconda/lib/python3.5/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 6): Symbol not found: _clock_gettime
Referenced from: /anaconda/lib/python3.5/site-packages/tensorflow/python/../libtensorflow_framework.so (which was built for Mac OS X 10.12)
Expected in: /usr/lib/libSystem.B.dylib
in /anaconda/lib/python3.5/site-packages/tensorflow/python/../libtensorflow_framework.so
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "//anaconda/lib/python3.5/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "//anaconda/lib/python3.5/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "//anaconda/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "//anaconda/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "//anaconda/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "//anaconda/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 "//anaconda/lib/python3.5/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "//anaconda/lib/python3.5/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(//anaconda/lib/python3.5/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 6): Symbol not found: _clock_gettime
Referenced from: /anaconda/lib/python3.5/site-packages/tensorflow/python/../libtensorflow_framework.so (which was built for Mac OS X 10.12)
Expected in: /usr/lib/libSystem.B.dylib
in /anaconda/lib/python3.5/site-packages/tensorflow/python/../libtensorflow_framework.so
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.
I'm not sure how to proceed.
I have Python 3.5.6 installed from Anaconda, running on OS X El Capitan.
In the macOS SDK clock_gettime is declared like this: __CLOCK_AVAILABILITY
int clock_gettime(clockid_t __clock_id, struct timespec *__tp);
and if we look at the definition of the __CLOCK_AVAILABILITY macro: #define __CLOCK_AVAILABILITY __OSX_AVAILABLE(10.12) __IOS_AVAILABLE(10.0) __TVOS_AVAILABLE(10.0) __WATCHOS_AVAILABLE(3.0)
We can see that clock_gettime was not added to the API until macOS 10.12. You are on El Capitan which is macOS 10.11. You need to update your OS, or downgrade your packages.
When I import tensorflow it gives me this error:
Traceback (most recent call last):
File "C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\User\Anaconda3\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\User\Anaconda3\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\User\Anaconda3\lib\imp.py", line 343, 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 "", line 1, in
import tensorflow as tf File "C:\Users\User\Anaconda3\lib\site-packages\tensorflow__init__.py",
line 24, in
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import File
"C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python__init__.py",
line 49, in
from tensorflow.python import pywrap_tensorflow File "C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py",
line 74, in
raise ImportError(msg) ImportError: Traceback (most recent call last): File
"C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py",
line 58, in
from tensorflow.python.pywrap_tensorflow_internal import * File "C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py",
line 28, in
_pywrap_tensorflow_internal = swig_import_helper() File "C:\Users\User\Anaconda3\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\User\Anaconda3\lib\imp.py",
line 243, in load_module
return load_dynamic(name, filename, file) File "C:\Users\User\Anaconda3\lib\imp.py", line 343, 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/errors
Please Help me with this
The following might me the problems :
You have not installed Microsoft C++ Redist 2015 Update 3. It contains the missing dll. You need to download the 2015 update 3 version only.
Your CPU doesn't support AVX instructions which are needed by TensorFlow. You will need a processer which supports AVX.
I just solved this same issue with my system (Win 10, 64 bit). Following are the details of how I resolved this issue:
Install VS 2017, tensorflow doesn't use it but having it helps in the smooth installation of CUDA toolkit.
Update NVDIA driver from windows device manager.
Download and Install CUDA toolkit (version 10.1).
Download and unzip CUDnn 7.6.5. Copy the extracted files into a folder in C drive.
Add ~\NVIDIA GPU Computing Toolkit\CUDA\v10.1\bin, ~\NVIDIA GPU Computing Toolkit\CUDA\v10.1\bin and cudnn-10.1-windows10-x64-v7.6.4.38\cuda\bin to PATH
Doing import tensorflow as tf after the above steps solved the issue.
Please help me with this error:
import tensorflow as tf Traceback (most recent call last): File
"/home/user/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py",
line 41, in
from tensorflow.python.pywrap_tensorflow_internal import * File "/home/user/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py",
line 28, in
_pywrap_tensorflow_internal = swig_import_helper() File "/home/user/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/user/anaconda3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file) File "/home/user/anaconda3/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec) ImportError: libcusolver.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 "", line 1, in
File
"/home/user/anaconda3/lib/python3.6/site-packages/tensorflow/init.py",
line 24, in
from tensorflow.python import * File "/home/user/anaconda3/lib/python3.6/site-packages/tensorflow/python/init.py",
line 49, in
from tensorflow.python import pywrap_tensorflow File "/home/user/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py",
line 52, in
raise ImportError(msg) ImportError: Traceback (most recent call last): File
"/home/user/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py",
line 41, in
from tensorflow.python.pywrap_tensorflow_internal import * File "/home/user/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py",
line 28, in
_pywrap_tensorflow_internal = swig_import_helper() File "/home/user/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/user/anaconda3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file) File "/home/user/anaconda3/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec) ImportError: libcusolver.so.8.0: 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.
You could try that：
Confirm the python interpreter path, is anaconda or system python?
export python library export PYTHONPATH=xxxxx:$PYTHONPATH to solve some lib couldn't find before execute a python script in terminal.
If you following two step, above troubles could be solved.
Before importing TensorFlow, you need to install TensorFlow on Python 3.6.
Firstly, I assumed that you use the Windows operating system because you did not explain any information about your computer.
Open the Anaconda prompt, install TensorFlow with this command:
pip install tensorflow==2.0
If everything installs successfully, you can import the TensorFlow library in Python.
import tensorflow as tf
so trying to use TF to run through terminal to train images but receive this similar error. I know it's because TensorFLow is currently formatted to run with Python 3.5 and not 3.6 at this time.
Possible solutions, should I delete Python 3.6 and reinstall 3.5 with Anaconda?
Traceback (most recent call last):
File "/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/Users/Mari/miniconda3/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 "/Users/Mari/miniconda3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/Users/Mari/miniconda3/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 10): Library not loaded: #rpath/libcublas.8.0.dylib
Referenced from: /Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so
Reason: image not found
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 51, in <module>
from tensorflow.python import pywrap_tensorflow
File "/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/Users/Mari/miniconda3/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 "/Users/Mari/miniconda3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/Users/Mari/miniconda3/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(/Users/Mari/miniconda3/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 10): Library not loaded: #rpath/libcublas.8.0.dylib
Referenced from: /Users/Mari/miniconda3/lib/python3.6/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
It says Reason: image not found in your code. Are you sure that you are just not having a wrong file path to your image? Did you try to just run import tensorflow as tf and sess = tf.Session() to see if Tensorflow initializes correctly?
Please also always add which system you are running. In general I would recommend to create a virtual environment with a specific python version set, to run tensorflow in. See here:
https://conda.io/docs/user-guide/tasks/manage-environments.html
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.