I'm trying to install TensorFlow as described here on my Windows 10 (x64) machine.
First I installed CUDA. My GPU (GTX 660ti, Compute Capability 3.0) is supported.
Versions: Toolkit 9.0 (accidently installed 9.1 aswell beforehand), cuDNN v7.0.5 for CUDA 9.0
Then I installed Tensorflow using native pip3. Python-Version: 3.6.4
When I'm just importing the tensorflow package I'm getting the following error:
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
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 "<stdin>", line 1, in <module>
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import * # pylint: disable=redefined-builtin
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
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/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 the following System environment variables set:
CUDA_PATH - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0
CUDA_PATH_V9_0 - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0
CUDA_PATH_V9_1 - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.1
Path - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\libnvvp;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.1\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.1\libnvvp;
I have Microsoft Visual C++ 2015 Redistributable (x64) - 14.0.24215 installed. MSVCP140.dll is in my System32 folder.
What I also tried:
Using Python version 3.6.2 (What i currently have)
Installing via anaconda
Using pip instead of pip3
Upgrading pip3, pip
Reinstalling
Using tensorflow version from uci repository
Using alternative numpy, scipy, tensorflow versions from here, I got a slightly different stacktrace:
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 35, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 30, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\imp.py", line 342, 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 "<stdin>", line 1, in <module>
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import * # pylint: disable=redefined-builtin
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 35, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 30, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Max\AppData\Local\Programs\Python\Python36\lib\imp.py", line 342, 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/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 would suggest trying the version from the uci repository for 64 bit Windows binaries, try removing the version you have again and then download and pip installing the version from here. Hope that helps.
Related
I have installed tensorflow using pip install, but it does not run.
When trying to run it, I receive the following error message:
(base) PS C:\WINDOWS\system32> python
Python 3.7.6 (default, Jan 8 2020, 20:23:39) [MSC v.1916 64 bit (AMD64)] :: Anaconda, Inc. on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module> _pywrap_tensorflow_internal = swig_import_helper()
File "C:\ProgramData\Miniconda3\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, descript
ion)
File "C:\ProgramData\Miniconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\ProgramData\Miniconda3\lib\imp.py", line 342, 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 "<stdin>", line 1, in <module>
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 98, in <module>
from tensorflow_core import *
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\ProgramData\Miniconda3\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\ProgramData\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\ProgramData\Miniconda3\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:\ProgramData\Miniconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\ProgramData\Miniconda3\lib\imp.py", line 342, 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.
Please help me to run tensorflow.
uninstall tensorflow, then reinstall it using conda. Conda will install tensorflow 2.1.0, cuda toolkit 10.1.243 and cudnn 7.6.5. Pip does not install the toolkit or cudnn and you have to download these and change your environment path variable to point to the directories where they are stored. If you want to install tensorflow 2.2 first install tensorflow 2.1.0 with conda then use pip to install tensorflow 2.2 using pip install tensorflow ==2.2.0. Tensorflow 2.2 is compatible with the toolkit and cudnn versions installed by 2.1.
Try using pip install tensorflow instead of conda. Tensorflow works fine for me. But I haven't tried conda yet for installing tensorflow.
Clean install of Windows10 with updates(iCore 5, 8Gb, 64bit). Installed Antivirus and Firewall. Installed Docker and pulled Tensorflow image and successfully created containers that works perfectly.
Then I downloaded and installed the latest Anaconda 64bit for Windows with all default settings on the host system. No python was installed before the time on the host system.
In the PATH I moved "%USERPROFILE%\AppData\Local\Microsoft\WindowsApps" down the list otherwise the python.exe inside this folder is default.
Here is a pic of the PATH variables on the host system.
Screenshot of PATH on host
On the host I did a pip upgrade and installed tensorflow successfully, but as you can see below when I try to import I get this error.
I think it is specific to Anaconda as I'm not getting this in the docker container, with only Tensorflow and Jupyter Notebook installed.
Have already looked at Request1 and Request2 that is similar in output but with no answers.
Any help or guidance will be appreciated.
(base) C:\Users\DNN>where python
C:\ProgramData\Anaconda3\python.exe
(base) C:\Users\DNN>python
Python 3.7.4 (default, Aug 9 2019, 18:34:13) [MSC v.1915 64 bit (AMD64)] :: Anaconda, Inc. on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\ProgramData\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:\ProgramData\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\ProgramData\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:\ProgramData\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
from tensorflow_core import *
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\ProgramData\Anaconda3\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\ProgramData\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:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\ProgramData\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:\ProgramData\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\ProgramData\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.
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.
Managed to get some info on the Tensorflow Github release notes which I tried and it worked for me.
Installed the VSRedis as per article below, restarted and my Tensorflow was working on the host.
My Docker container worked because the host image is Linux, but here my host pc is Windows and needs the following it seems. Just a pity they don't include this in the Anaconda install. Really had to go fish for this one.
From the Github Release notes: here
Windows users: Officially-released tensorflow Pip packages are now built with Visual Studio 2019 version 16.4 in order to take advantage of the new /d2ReducedOptimizeHugeFunctions compiler flag. To use these new packages, you must install "Microsoft Visual C++ Redistributable for Visual Studio 2015, 2017 and 2019", available from Microsoft's website here.
MS Visual Studio Redistributable
First I installed tensorflow 2.0.0rc1 While importing tensorflow in python 3.6.9 it said import error then I tried tensorflow 1.14.0 but then also error occurred:
Traceback (most recent call last):
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\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\SUSAMA\Anaconda3\envs\tensor\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed with error code -1073741795
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:/Users/SUSAMA/PycharmProjects/tensorflow/ten.py", line 1, in <module>
import tensorflow as tf
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\__init__.py", line 28, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\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\SUSAMA\Anaconda3\envs\tensor\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\SUSAMA\Anaconda3\envs\tensor\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed with error code -1073741795
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.
Process finished with exit code 1
Please tell how to correct it.
Installing TensorFlow (TF) CPU prebuilt binaries:
TensorFlow release binaries version 1.6 and higher are prebuilt with AVX instruction sets.
See hardware requirements to know more.
Therefore on any CPU that does not have these instruction sets, either CPU or GPU version of TF will fail to load.
Apparently, your CPU model does not support AVX instruction sets. You can still use TensorFlow with the alternatives given below:
Try Google Colab to use TensorFlow.
The easiest way to use TF will be to switch to google colab. You get pre-installed latest stable TF version. Also you can use pip install to install any other preferred TF version.
It has an added advantage since you can you easily switch to different hardware accelerators (cpu, gpu, tpu) as per the task.
All you need is a good internet connection and you are all set.
Try to build TF from sources by changing CPU optimization flags.
For me it was that my CPU doesnt support AVX instructions, which are used by
Tensorflow > 1.5 causing this import Error. Possible Fixes are afaik:
1.)Tensorflow 1.5:
pip install tensorflow==1.5
2.)Use a prebuilt wheel without AVX intructions (For example for Windows: https://github.com/fo40225/tensorflow-windows-wheel)
3.)Build Tensorflow from Source for your system.
import tensorflow
Traceback (most recent call last):
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
fp, pathname, description = imp.find_module('_pywrap_tensorflow_internal', [dirname(file)])
File "D:\python36\lib\imp.py", line 296, in find_module
raise ImportError(_ERR_MSG.format(name), name=name)
ImportError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in
from tensorflow.python.pywrap_tensorflow_internal import *
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in
_pywrap_tensorflow_internal = swig_import_helper()
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
import _pywrap_tensorflow_internal
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "", line 1, in
File "D:\python36\lib\site-packages\tensorflow__init__.py", line 24, in
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "D:\python36\lib\site-packages\tensorflow\python__init__.py", line 49, in
from tensorflow.python import pywrap_tensorflow
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
fp, pathname, description = imp.find_module('_pywrap_tensorflow_internal', [dirname(file)])
File "D:\python36\lib\imp.py", line 296, in find_module
raise ImportError(_ERR_MSG.format(name), name=name)
ImportError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in
from tensorflow.python.pywrap_tensorflow_internal import *
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in
_pywrap_tensorflow_internal = swig_import_helper()
File "D:\python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
import _pywrap_tensorflow_internal
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
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.
1. Use Anaconda
Anaconda uses conda distribution index which is similar to PyPI. The TensorFlow conda build uses MKL ( Intel Math Kernel Library ). It works without AVX.
Download Anaconda as mentioned here and create a new conda enviroment as mentioned here.
Run this command:
conda install tensorflow
2. Use builds from tensorflow-windows-wheel repo.
This repo contains a number of TensorFlow pip wheel files which are build using SSE instead of AVX. SSE build run without any compilation errors. Use this file from the repo.
Hope this helps.
I am trying to install tensorflow gpu on my laptop running MX150. I updated my NVIDIA driver, installed CUDA , installed CUDnn. But still not able to import Tensorflow. getting following error
>>> import tensorflow as tf
Traceback (most recent call last):
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/rohan/anaconda3/envs/tensorflow_env/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/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.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 "<stdin>", line 1, in <module>
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/rohan/anaconda3/envs/tensorflow_env/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/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/rohan/anaconda3/envs/tensorflow_env/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/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/rohan/anaconda3/envs/tensorflow_env/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.so.8.0: cannot open shared object file: No such file or directory
It looks like there is a mismatch between your python version and your CUDA version.
please check your versions by:
python --version
and
nvcc --version
What is yuor OS? What version of Tensorflow your are trying to run?
I suggest to uninstall tensorflow and reinstall it after you have the currect version of Python and CUDA. You can follow Tesnoeflow with gpu documentation.
Also check this issue which is similar to yours
libcublas.so.8.0 error with tensorflow
you need python version 3.7 with cuda toolkit 10.0
I also had the same error and solved it by setting the environmental variables for cuda path in your system advanced settings.
If you have installed two or more cuda versions make sure to delete rest from environment variables .
use the below code to check if gpu is being utilizd in jupyter notebook.
from tensorflow.python.client import device_lib
print(device_lib.list_local_devices())