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
Related
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.
Whenever I am trying to import tensorflow on Anaconda prompt, it is giving me this error:
Traceback (most recent call last):
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Dell\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\Dell\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Dell\Anaconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
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 "<stdin>", line 1, in <module>
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Dell\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\Dell\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Dell\Anaconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.
I've tried installing Visual C++ 2015 version and reinstalling tensorflow using "conda install tensorflow", it keeps giving message:
(base) C:\Users\Dell>conda install tensorflow
Collecting package metadata (repodata.json): done
Solving environment: done
All requested packages already installed.
What should I do?
Python code
import tensorflow as tf
Mostly these errors come about when you forgot to activate your anaconda prompt first. So: conda activate environment_name, followed by a conda install tensorflow, then launch your python.exe by typing python.exe in your anaconda prompt, and typeimport tensorflow as tf.
I can't import tensorflow in my python CGI program on my server.
I have a VPS with CentOS6.9 operation system. I already installed gcc-4.9.0 and python3.6 so I can run python script which import tensorflow and keras.
Now I want to write a python CGI program which also import tensorflow and keras. But as soon as I add "import tensorflow as tf" my script returns a server 500 error. After removing this line of code my script runs fine. The same situation goes for keras module as well.
I googled some. It seems to be related to apache enviroment values maybe it still use gcc-4.4.7 although I already linked usr/bin/gcc to my latest gcc-4.9.0. But there are not exlaborate answer to this.
The error log on apache shows:
Traceback (most recent call last):
File "/usr/local/python3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/usr/local/python3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/usr/local/python3/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 "/usr/local/python3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/usr/local/python3/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.7' not found (required by /usr/local/python3/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so)
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "test.py", line 8, in <module>
import tensorflow as tf
File "/usr/local/python3/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/usr/local/python3/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/usr/local/python3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/usr/local/python3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/usr/local/python3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/usr/local/python3/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 "/usr/local/python3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/usr/local/python3/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.7' not found (required by /usr/local/python3/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so)
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 got this error before when running the script as python script through SSH. After updating gcc on my server and change the link under 'usr/bin/gcc' I already fix it when running as python script. But somehow the apache configuration still use the old gcc. So I don't know how to configure it.
I installed anaconda3 in my ubuntu AWS case.
I finishe the creation of the environment:
conda create -n tensorflow-gpu
I used the high level command
conda install tensorflow-gpu
This works on my own computer but not on AWS.
It installed all relavent packages and didn't yield any errors.
But when I import tensorflow,
it gives me the error:
Traceback (most recent call last):
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/ubuntu/.conda/envs/tensorflow-gpu/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/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcuda.so.1: 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/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/ubuntu/.conda/envs/tensorflow-gpu/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/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/ubuntu/.conda/envs/tensorflow-gpu/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/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcuda.so.1: 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.
This is beyond my abilities to understand since it worked well in my own computer.
I also tried suggestions on:
tensorflow import error in anaconda
It doesn't work as well.
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