I installed tensorflow using pip (even different versions of tf), but whenever I'm loading it in the server, I get the following. I spent a whole day on this, couldn't figure out so far. Hopefully someone smart will do it easily!
> import tensorflow as tf
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import * # pylint: disable=redefined-builtin
File "/afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
ImportError: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.17' not found (required by /afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so)
Failed to load the native TensorFlow runtime.
I tried following these instructions: https://www.tensorflow.org/install/install_sources#common_installation_problems
In the page you're referring to there is a section under "Build the pip package" saying:
NOTE on gcc 5 or later: the binary pip packages available on the TensorFlow website are built with gcc 4, which uses the older ABI. To make your build compatible with the older ABI, you need to add --cxxopt="-D_GLIBCXX_USE_CXX11_ABI=0" to your bazel build command. ABI compatibility allows custom ops built against the TensorFlow pip package to continue to work against your built package.
It is unclear from your question if you built the package yourself, but if yes, have you tried this option?
Related
I am trying to run Gpt2 on my machine, i am following this guide : https://lambdalabs.com/blog/run-openais-new-gpt-2-text-generator-code-with-your-gpu/
I created a new environment on Conda to make sure it would be isolated and all, and downloaded the correct versions of the libs.
My environment is :
Windows 10
Python 3.6
tensorflow-gpu 1.12 (installed with pip)
CUDA v9, v10, v11
cuDNN for v9 and for v11 (i first installe dht elatest, but then i was told tensorflow was only happy with version 9 so i installed it)
Whenever i try to import tensorflow, either with from tensorflow import * or import tensorflow as tf
I get :
Traceback (most recent call last):
File "C:\Users\theo1\Anaconda3\envs\gpt2\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\theo1\Anaconda3\envs\gpt2\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\theo1\Anaconda3\envs\gpt2\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\theo1\Anaconda3\envs\gpt2\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\theo1\Anaconda3\envs\gpt2\lib\imp.py", line 343, 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\theo1\Anaconda3\envs\gpt2\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\theo1\Anaconda3\envs\gpt2\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\theo1\Anaconda3\envs\gpt2\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\theo1\Anaconda3\envs\gpt2\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\theo1\Anaconda3\envs\gpt2\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\theo1\Anaconda3\envs\gpt2\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\theo1\Anaconda3\envs\gpt2\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\theo1\Anaconda3\envs\gpt2\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.
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.
This error isn't helping at all, and i'm stuck there. Any ideas ?
Thank you.
EDIT :
For those running in the same problem, follow the github link, install everything with conda. I also ran into this problem : Tensorflow has no Attribute "sort" in GPT 2 Git Release? that was solved as well by udating tensorflow. Thanks everyone
Please try to install tensorflow with conda with below command.
conda install -c conda-forge tensorflow //tensorflow package
or for specific version
conda install -c conda-forge tensorflow=1.13.1
I've recently gone through the installation of tensorflow (and struggled a little) and when I believed I had got it, I now get these import errors when running a file that ONLY contains import tensorflow as tf, I ran the cmd: python3 tftest.py and get these import errors:
Traceback (most recent call last):
File "/usr/local/lib/python3.4/dist-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/usr/local/lib/python3.4/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 28, in <module>
_pywrap_tensorflow = swig_import_helper()
File "/usr/local/lib/python3.4/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow', fp, pathname, description)
File "/usr/lib/python3.4/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
ImportError: /usr/local/lib/python3.4/dist-packages/tensorflow/python/_pywrap_tensorflow.so: invalid ELF header
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "stockprice.py", line 1, in <module>
import tensorflow as tf
File "/usr/local/lib/python3.4/dist-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/usr/local/lib/python3.4/dist-packages/tensorflow/python/__init__.py", line 60, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/usr/local/lib/python3.4/dist-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/usr/local/lib/python3.4/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 28, in <module>
_pywrap_tensorflow = swig_import_helper()
File "/usr/local/lib/python3.4/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow', fp, pathname, description)
File "/usr/lib/python3.4/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
ImportError: /usr/local/lib/python3.4/dist-packages/tensorflow/python/_pywrap_tensorflow.so: invalid ELF header
Error importing tensorflow. Unless you are using bazel,
you should not try to import tensorflow from its source directory;
please exit the tensorflow source tree, and relaunch your python interpreter
from there.
I do have tensorflow installed
Name: tensorflow
Version: 0.12.0
Location: /usr/local/lib/python3.4/dist-packages
Requires: numpy, six, protobuf, wheel
I've been trying to figure this out for hours, has anyone encountered this or a similar error? I've looked at installation manuals, and followed every single step I could. I've tried reintalling protobuf
I am not running my test file on the tensorflow directory.
I would really REALLY appreciate any help since this error is draining my brain out.
Try to delete the library file manually and reinstall it using pip
check through pip list not to have installed the tensorflow-gpu library because some GPUs are not supported.
If this is the case, uninstall tensor flow-gpu and tensorflow-estimator and re-install tensorflow :
pip uninstall tensorflow-gpu
pip uninstall tensorflow-estimator
pip install tensorflow
make sure you use python 3.6 with the pip -V command
What I did was clicking
Runtime -> Restart Runtime
and running the code all over again, it worked like magic.
I am trying to install tensorflow 1.10 on my old mac, but I run into the same problem every time. As soon as I start the python shell and I do get the error below.
I did try to install it in a virtualenv first, after that, I tried to install it just using pip and got the same error. Also when I tried to install it with conda, the same issue again. I googled and looked that up here, but couldn't solve it yet, maybe due to my noobish acting. I did uninstall anaconda and pip already and tried again, but I always run into the same error.
I do have CUDA installed, although I tried to install tensorflow with and without GPU.
The error results in: Failed to load the native TensorFlow runtime.
I hope someone is able to help, as I would really like to learn this.
(tensorflow) abc:~ me$ python
import tensorflow as tf
Traceback (most recent call last):
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/Users/me/tensorflow/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/me/tensorflow/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/Users/me/tensorflow/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 6): Symbol not found: _SecKeyCopyExternalRepresentation
Referenced from: /Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so (which was built for Mac OS X 10.12)
Expected in: /System/Library/Frameworks/Security.framework/Versions/A/Security
in /Users/me/tensorflow/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 "<stdin>", line 1, in <module>
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/__init__.py", line 22, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/Users/me/tensorflow/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/me/tensorflow/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/Users/me/tensorflow/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 6): Symbol not found: _SecKeyCopyExternalRepresentation
Referenced from: /Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so (which was built for Mac OS X 10.12)
Expected in: /System/Library/Frameworks/Security.framework/Versions/A/Security
in /Users/me/tensorflow/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 think there is something wrong with TensorFlow 1.10 and OS X El Capitan (10.11.6)!
Just install 1.9.0 instead of 1.10 with the pip command:
pip3 install tensorflow==1.9.0
or its GPU version:
pip3 install tensorflow-gpu==1.9.0
It seems to be a version conflict. I can succesfully run Tensorflow 1.9.
I'm trying to use TensorFlow on my Mac.
I'm in terminal and have followed all directions on the Tensorflow Install page until "Run a short test program"
I'm attempting to write
import tensorflow as tf
But I receive the following message
RuntimeError: module compiled against API version 0xa but this version of numpy is 0x9
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/Users/robilin/Library/Python/2.7/lib/python/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/Users/robilin/Library/Python/2.7/lib/python/site-packages/tensorflow/python/__init__.py", line 51, in <module>
from tensorflow.python import pywrap_tensorflow
File "/Users/robilin/Library/Python/2.7/lib/python/site-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/Users/robilin/Library/Python/2.7/lib/python/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Users/robilin/Library/Python/2.7/lib/python/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/Users/robilin/Library/Python/2.7/lib/python/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
ImportError: numpy.core.multiarray failed to import
Failed to load the native TensorFlow runtime.
Any help would be great!
It seems that you have an incompatible numpy version.
You need to upgrade numpy
You can run
pip install --upgrade numpy
to upgrade numpy to its latest version
I've installed TensorFlow step by step like described in this tutorial from NVIDIA (Ubuntu 16.04 Desktop, GTX 970):
http://www.nvidia.com/object/gpu-accelerated-applications-tensorflow-installation.html
Every steps completes without errors, but if I try to import TensorFlow in Python afterwards I'm always gettin' this error message:
>>> import tensorflow as tf
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/usr/local/lib/python2.7/dist-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/__init__.py", line 72, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/__init__.py", line 61, in <module>
from tensorflow.python import pywrap_tensorflow
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 28, in <module>
_pywrap_tensorflow = swig_import_helper()
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow', fp, pathname, description)
ImportError: libcudart.so.8.0: cannot open shared object file: No such file or directory
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've installed the CUDA-Toolkit to /opt/cuda/toolkit (also cuDNN).
I already tried to symlink:
sudo ln -s /opt/cuda-toolkit /usr/local/cuda
sudo ln -s /opt/cuda-toolkit /usr/local/cuda-8.0
Or this:
sudo export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/opt/cuda-toolkit/lib64:/opt/cuda-toolkit/extras/CUPTI/lib64
sudo export CUDA_HOME=/opt/cuda-toolkit
But the error remains. Can anybody give me a hint why this error occurs?
Thanks a lot :)
I had a similar problem on a machine with similar hardware (GTX 970M) and I solved it using the steps provided in the following post:
https://askubuntu.com/a/278840
The only difference in my case was that in the nvidia.conf file I added only the following line:
/usr/local/cuda-8.0/lib64
and then ran: sudo ldconfig
Hope it helps :)