I am trying to install tensorflow on cluster where I don't have sudo access, but I am receiving this error:
Traceback (most recent call last):
File "/home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/nsoufi2s/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 "/home/nsoufi2s/anaconda3/lib/python3.5/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/home/nsoufi2s/anaconda3/lib/python3.5/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: /lib64/libc.so.6: version `GLIBC_2.14' not found (required by /home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so)
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "", line 1, in
File "/home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/init.py", line 24, in
from tensorflow.python import *
File "/home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/python/init.py", line 49, in
from tensorflow.python import pywrap_tensorflow
File "/home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/nsoufi2s/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 "/home/nsoufi2s/anaconda3/lib/python3.5/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/home/nsoufi2s/anaconda3/lib/python3.5/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: /lib64/libc.so.6: version `GLIBC_2.14' not found (required by /home/nsoufi2s/anaconda3/lib/python3.5/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so)
Failed to load the native TensorFlow runtime.
You can create a virtual environment in your home directory using the following commands. You will not need sudo access.
conda create -n tensorflow python=3.5
source activate tensorflow
pip install tensorflow
conda install tensorflow works
Related
(tf2) C:\Users\Pritam>python -c "import tensorflow as tf"
Traceback (most recent call last):
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Pritam\Anaconda3\envs\tf2\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 "<string>", line 1, in <module>
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
from tensorflow_core import *
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Pritam\Anaconda3\envs\tf2\lib\imp.py", line 342, 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.
conda create --name tf-gpu
conda install -c aaronzs tensorflow-gpu
conda install -c anaconda cudatoolkit
conda install -c anaconda cudnn
conda install keras-gpu
see https://github.com/tensorflow/tensorflow/issues/22794
I am trying to install TensorFlow and I get this error when I try to import it :
Traceback (most recent call last):
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\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 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\USER\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\USER\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
from tensorflow_core import *
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\USER\Anaconda3\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\USER\Anaconda3\lib\site-packages\tensorflow_core\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 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\USER\Anaconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.
Failed to load the native TensorFlow runtime.
python version : 3.7.6
conda version : 4.8.1
tensorflow version: 2.1.0 (the latest)
conda packages have the same versions and Microsoft C++ Redist 2015 is installed
Try installing or re-installing the C++ Redistributable from here. Make sure you are downloading the "Visual Studio 2015, 2017 and 2019" x64 version and restart your computer after the installation is complete.
I am trying to train a program which uses tensorflow. I have the same downloaded (v=1.6). However, I get the following error..
I have reinstalled tensorflow.
I have even installed "msvcp140.dll" and placed in the directory where i have tensorflow installed.
Traceback (most recent call last):
File "/home/rashi/anaconda3/lib/python3.6/site-
packages/tensorflow/python/pywrap_tensorflow.py", line 58, in
<module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/rashi/anaconda3/lib/python3.6/site-
packages/tensorflow/python/pywrap_tensorflow_internal.py", line
28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/rashi/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/rashi/anaconda3/lib/python3.6/imp.py", line 242, in
load_module
return load_dynamic(name, filename, file)
File "/home/rashi/anaconda3/lib/python3.6/imp.py", line 342, 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 "train.py", line 2, in <module>
from model.ner_model import NERModel
File "/home/rashi/Desktop/sequence_tagging-
master/model/ner_model.py", line 3, in <module>
import tensorflow as tf
File "/home/rashi/anaconda3/lib/python3.6/site-
packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint:
disable=unused-import
File "/home/rashi/anaconda3/lib/python3.6/site-
packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/rashi/anaconda3/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/rashi/anaconda3/lib/python3.6/site-
packages/tensorflow/python/pywrap_tensorflow.py", line 58, in
<module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/rashi/anaconda3/lib/python3.6/site-
packages/tensorflow/python/pywrap_tensorflow_internal.py", line
28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/rashi/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/rashi/anaconda3/lib/python3.6/imp.py", line 242, in
load_module
return load_dynamic(name, filename, file)
File "/home/rashi/anaconda3/lib/python3.6/imp.py", line 342, 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.
I need to eradicate this issue/error. Please help me solve this problem!
PS: I am using Ubuntu 16.04 LTS, Python 3.6
I am able to import tensorflow using python 2.7. But I am getting the following error while trying to import tensorflow using python 3.6.4:
Traceback (most recent call last):
File "/root/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/root/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/root/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 "/root/anaconda3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/root/anaconda3/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 "/root/anaconda3/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/root/anaconda3/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/root/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/root/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/root/anaconda3/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/root/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 "/root/anaconda3/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/root/anaconda3/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/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 have cuda 9.1 and tensorflow 1.6 installed in my system.
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory
It seems your Tensorflow version for Python 3.6.x has been compiled for CUDA 9.0, not 9.1.
So far for CUDA 9.1, you may have to build Tensorflow from source yourself (Github discussion, install doc).
I built TensorFlow from source on Raspbian Stretch. I encountered a problem though when starting up TensorFlow. I get an ImportError as shown below:
Traceback (most recent call last):
File "/usr/local/lib/python3.5/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in
from tensorflow.python.pywrap_tensorflow_internal import *
File "/usr/local/lib/python3.5/dist-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in
_pywrap_tensorflow_internal = swig_import_helper()
File "/usr/local/lib/python3.5/dist-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/lib/python3.5/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/usr/lib/python3.5/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: /usr/local/lib/python3.5/dist-packages/tensorflow/python/_pywrap_tensorflow_internal.so: undefined symbol: _ZN10tensorflow9ConcatCPUINS_8bfloat16EEEvPNS_10DeviceBaseERKSt6vectorISt10unique_ptrINS_6TTypesIT_Li2EiE11ConstMatrixESt14default_deleteIS9_EESaISC_EEPNS8_6MatrixE
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "idex.py", line 1, in
import gui
File "/home/pi/Desktop/IDEX/scripts/gui.py", line 10, in
import fun_util
File "signlang/fun_util.py", line 3, in
import tensorflow as tf
File "/usr/local/lib/python3.5/dist-packages/tensorflow/init.py", line 24, in
from tensorflow.python import * # pylint: disable=redefined-builtin
File "/usr/local/lib/python3.5/dist-packages/tensorflow/python/init.py", line 49, in
from tensorflow.python import pywrap_tensorflow
File "/usr/local/lib/python3.5/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/usr/local/lib/python3.5/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in
from tensorflow.python.pywrap_tensorflow_internal import *
File "/usr/local/lib/python3.5/dist-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in
_pywrap_tensorflow_internal = swig_import_helper()
File "/usr/local/lib/python3.5/dist-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/lib/python3.5/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/usr/lib/python3.5/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: /usr/local/lib/python3.5/dist-packages/tensorflow/python/_pywrap_tensorflow_internal.so: undefined symbol: _ZN10tensorflow9ConcatCPUINS_8bfloat16EEEvPNS_10DeviceBaseERKSt6vectorISt10unique_ptrINS_6TTypesIT_Li2EiE11ConstMatrixESt14default_deleteIS9_EESaISC_EEPNS8_6MatrixE
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've tried searching for this problem but I couldnt find anything for this particular undefined symbol.
I was able to install TF with Keras using pip3 on Raspbian Stretch. It is much faster then building it.
Here what I run following https://installvirtual.com/how-to-install-tensorflow-on-raspberry-pi/ :
sudo apt update
sudo apt install python3-dev python3-pip
sudo apt install libatlas-base-dev
sudo pip3 install -U virtualenv
pip3 install tensorflow
sudo pip3 install keras