I know people asked this question before. I believe I tried everything written in other StackOverflow questions (On Windows, running "import tensorflow" generates No module named "_pywrap_tensorflow" error). The new TensorFlow 1.7 requires CUDA Toolkit 9.0 and cuDNN v7.0 (both of which I added to my environment path). I also installed the latest version of Visual Studio 17. I reinstalled Python 3.5; Anaconda; CUDA Toolkit 9.0; cuDNN v7.0. Do you think its because of the new VS studio isn't compatible?
This is the error I get:
import tensorflow as tf
Traceback (most recent call last):
File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in swig_import_helper
return importlib.import_module(mname)
File "C:\Program Files\Anaconda3\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:\Program Files\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import * # pylint: disable=redefined-builtin
File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in swig_import_helper
return importlib.import_module(mname)
File "C:\Program Files\Anaconda3\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.
This error might be caused because of generation of your processor. I struggled with the same error for CPU mode only. Checked for 2 machines: win 7 pro, i7 1366 socket and win 7 home with i5 1366 socket with the same output.
The problem is that Tensorflow r1.7 seems to require AVX support. Check does your processor support AVX if not switch to Tensor Flow 1.5
For native instalation (python 3.5 or python 3.6)(Tensor Flow r1.5 CPU)
pip3 install tensorflow==1.5
For anaconda (Tensor Flow r1.5 CPU)
conda create -n your_env_name pip python=3.5 (or 3.6)
in next line
activate your_env_name
and finally install Tensorflow 1.5
pip install --ignore-installed tensorflow==1.5
For me two ways work on 2 machines without problems.
I have no idea if you are dealing with GPU because I am new and my graphics is not powerfull enough to use.
Enjoy!
Related
System Information:
Windows 10
Python 3.6.4 and 3.7.0 <- default version
Tensorflow 1.11.0
Conda 4.7.12
pip 19.3.1
I was trying to get Tensorflow 2.0 running on Windows 10, but my computer doesn't support the AVX/AVX2 instruction set, so I used a wheel supporting SSE2 instead, which I installed with pip.
I then procceded to attempting to run the python code from the MINST Basic classification tutorial from Tensorflow's official website:
from __future__ import absolute_import, division, print_function, unicode_literals
# TensorFlow and tf.keras
import tensorflow as tf
from tensorflow import keras
# Helper libraries
import numpy as np
import matplotlib.pyplot as plt
print(tf.__version__)
Whem I tried to run the file, I was given this error:
ImportError: DLL load failed: The specified module could not be found.
This was the whole error, though (intro.py is the name of the file):
(base) C:\Users\XXX\Desktop\NN\TF\Intro>python intro.py
Traceback (most recent call last):
File "C:\Users\XXX\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\XXX\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\XXX\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:\Users\XXX\Miniconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\XXX\Miniconda3\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 "intro.py", line 4, in <module>
import tensorflow as tf
File "C:\Users\XXX\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 98, in <module>
from tensorflow_core import *
File "C:\Users\XXX\Miniconda3\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Users\XXX\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\XXX\Miniconda3\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\XXX\Miniconda3\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\Users\XXX\Miniconda3\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\XXX\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:\Users\XXX\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\XXX\Miniconda3\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\XXX\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:\Users\XXX\Miniconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\XXX\Miniconda3\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.
I have tried and gotten the exsct same error on:
pip
anaconda (miniconda) both in and out of an environment
I do not have Cuda or cudNN as I have a crappy CPU and an on-board intel GPU, meaning I can't use tensorflow-gpu. I have also tried all the aforementioned options on both Python 3.6.4 and Python 3.7.0 to no avail. i would use an official version, but I have no devices that support AVX/AVX2. If I can't fix the issue, I will try on Linux (I have already tried, though, and gave up) or downgrading to a version which supports SSE2.
I had the same issue, but it was resolved by installing https://aka.ms/vs/16/release/VC_redist.x64.exe instead of https://www.microsoft.com/en-us/download/details.aspx?id=53587. May needed a newer Microsoft Visual C++ Redistributable?
If you have another questions, Ask https://github.com/fo40225/tensorflow-windows-wheel/issues.
Tensorflow 2.0 working on my pentium n4200 by using https://github.com/fo40225/tensorflow-windows-wheel/tree/master/2.0.0/py37/CPU/sse2.
It might be better to uninstall tensorflow1.11.0 and then install tensorflow2.0(SSE2)
I'm using Vanilla python(python.org) environment, not anaconda's.
I want to run Tensorflow GPU in Pycharm on Linux Mint.
I tried some guides like these
https://medium.com/#p.venkata.kishore/install-anaconda-tenserflow-gpu-keras-and-pycharm-on-windows-10-6bfb39630e4e
https://medium.com/#kekayan/step-by-step-guide-to-install-tensorflow-gpu-on-ubuntu-18-04-lts-6feceb0df5c0
I run this code
import tensorflow as tf
sess = tf.Session(config=tf.ConfigProto(log_device_placement=True))
I have got this error
Traceback (most recent call last):
File "/home/alex/anaconda3/envs/TfTestGPU/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/alex/anaconda3/envs/TfTestGPU/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/alex/anaconda3/envs/TfTestGPU/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/alex/anaconda3/envs/TfTestGPU/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/alex/anaconda3/envs/TfTestGPU/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.so.10.0: 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 "/home/alex/PycharmProjects/TfTestGPU/test.py", line 1, in <module>
import tensorflow as tf
File "/home/alex/anaconda3/envs/TfTestGPU/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/home/alex/anaconda3/envs/TfTestGPU/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/alex/anaconda3/envs/TfTestGPU/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/alex/anaconda3/envs/TfTestGPU/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/alex/anaconda3/envs/TfTestGPU/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/alex/anaconda3/envs/TfTestGPU/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/alex/anaconda3/envs/TfTestGPU/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/alex/anaconda3/envs/TfTestGPU/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.so.10.0: 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.
Process finished with exit code 1
First Make sure CUDA and CuDNN has been installed successfully and Configuration should be verified.
CUDA driver version should be sufficient for CUDA runtime version.
Once done,
Open PyCharm
Goto File->Settings-> Project Interpreter
Select the appropriate Environment which has tensorflow-gpu installed
Select Run->Edit Configuration->Environment Variables
Since the code is searching for libcublas.so.10.0 ,
Assume like path you find "libcublas.so.10.0" is something like "/home/Alex/anaconda3/pkgs/cudatoolkit-10.0.130-0/lib/"
Add the lib path as LD_LIBRARY_PATH in environment variables as
Name : LD_LIBRARY_PATH
Value : /home/Alex/anaconda3/pkgs/cudatoolkit-10.0.130-0/lib/
Save it and then try to import tensorflow
It's kind of confusing in your installment, Do you install the tensorflow in your pycharm or anaconda, because you use pycharm, but there are some error about the anaconda.
Check the environment variable configuration, both for Linux
and pycharm. Be careful the cuda-x in the path. x is the version cuda such as 10.0
Check the versions of the tensorflow, cuda, cudnn, according
to this site.
Make sure you can find the libcublas.so.10.0 in this folder
/usr/local/cuda-10.0/lib64. If not, you should reinstall the cudnn.
Sometimes I encounter this problem, but after restarting the
computer, it works.
I followed this guide with no need for Anaconda.
https://www.youtube.com/watch?v=IubEtS2JAiY
I installed MS Visual Studio, CUDA and Cudnn and pycharm started recognicing the GPUs. Run speed tests on CPU and GPU with faster results on my available GPU.
Be very carefull with the Tensorflow/CUDA/Cudnn versions.
I am trying to get Tensorflow GPU support going in Python under Windows 10.
What does work;
Download and install Python v3.7.3
pip3 install --ignore-installed --upgrade tensorflow
pip3 install --ignore-installed --upgrade scipy
Run Python from a command prompt and then type import tensorflow
Works and returns no errors
I can run tensorflow Python programs on the CPU (https://github.com/cysmith/neural-style-tf if it matters)
What doesn't work;
I now uninstall CPU tensorflow and install GPU tensorflow
pip3 uninstall tensorflow
pip3 install --ignore-installed --upgrade tensorflow-gpu
Both uninstall and install finish without errors.
I download and install Cuda Toolkit 9.0 and patches.
I download and extract cuDNN and copy the relevant DLLs to the folders under C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\extras\demo_suite\oceanFFT.exe runs as expected, so I am now assuming Cuda is installed correctly
Run Python from a command prompt window
Type import tensorflow
fails with these errors...
Python 3.7.3 (v3.7.3:ef4ec6ed12, Mar 25 2019, 22:22:05) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\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\Username\AppData\Local\Programs\Python\Python37\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\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\Username\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\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\Username\AppData\Local\Programs\Python\Python37\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Username\AppData\Local\Programs\Python\Python37\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.
>>>
The path corrctly has the Cuda entries at the start, ie
PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\libnvvp;
I tried uninstalling Cuda v9 and tried v8 and newest v10. Same errors.
Any ideas what I need to do to get tensorflow GPU working under Python in Windows 10?
Also tried older Python v3.6.8 after seeing some posts saying v3.7 not supported.
Same errors
Python 3.6.8 (tags/v3.6.8:3c6b436a57, Dec 24 2018, 00:16:47) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
File "C:\Users\Username\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\Username\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Username\AppData\Local\Programs\Python\Python36\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\Username\AppData\Local\Programs\Python\Python36\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Username\AppData\Local\Programs\Python\Python36\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\Username\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\Username\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\Username\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\Username\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\Username\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Username\AppData\Local\Programs\Python\Python36\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\Username\AppData\Local\Programs\Python\Python36\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Username\AppData\Local\Programs\Python\Python36\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.
>>>
I also went back to Python v3.5.2, installed tensorflow-gpu and got the same errors...
Python 3.5.2 (v3.5.2:4def2a2901a5, Jun 25 2016, 22:18:55) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\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\Username\AppData\Local\Programs\Python\Python35\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\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\Username\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\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\Username\AppData\Local\Programs\Python\Python35\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Username\AppData\Local\Programs\Python\Python35\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.
>>>
So before I go mad from trying every combo of Python, Cuda and cuDNN hoping to get a working match, is there any actual steps of which version(s) to install and what sequence to make this work?
Edit: The versions I needed/used to make this work were;
Installed Python v3.6.4
pip3 install --no-cache-dir --ignore-installed --upgrade tensorflow-gpu==1.12.0
pip3 install --no-cache-dir --ignore-installed --upgrade scipy
pip3 install --no-cache-dir --ignore-installed --upgrade opencv_python-3.4.5-cp36-cp36m-win_amd64.whl
Cuda 9.0
cuDNN needs to be "Download cuDNN v7.2.1 (August 7, 2018), for CUDA 9.2"
From Tensorflow install
Windows setup
See the hardware requirements and software requirements listed above.
Read the CUDA® install guide for Windows.
Make sure the installed NVIDIA software packages match the versions
listed above. In particular, TensorFlow will not load without the
cuDNN64_7.dll file. To use a different version, see the Windows build
from source guide.
Maybe you don't have the specified file cuDNN64_7.dll
Please check if the file is present in C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\bin
Where 9.0 is the version of CUDA
Actually I have this setup working in Windows 10
Python 3.6.4
Tensorflow 1.12.0
CUDA 9.0
Edit: Some research I found this related links to the issue
Search for DLL: Tensorflow install errors
Issues related:
https://github.com/tensorflow/tensorflow/issues/22512
https://github.com/tensorflow/tensorflow/issues/22794
For all those with the „DLL load failed“ problem under Windows 10/Python 3.6.x/RTX20xx.
The combination of CUDA 10.0 (not 10.1!), cuDNN 7.5.0 works fine for me (as of 12 April 2019). I also have Visual Studio 2015 installed (but not sure if needed).
Don‘t forget to add the location of the cuDNN *.dll file (it‘s the /bin/ dir in your CUDA dir) to your PATH.
If you have CUDA 10.1, just uninstall it, install 10.0, add the cuDNN files to the 10.0 dir, and reboot.
Tensorflow can be installed using pip install tensorflow-gpu
"tensorflow-cpu" works fine on my device with windows 10.
I was trying to install tensorflow-gpu and after installing it fails to import showing the following error.
tensorflow.python.pywrap_tensorflow_internal no module
I have installed the following
CUDA 10.1
Nvidia graphics driver Version 419
CUDnn for CUDA 10.1
VC++ 2015 REDIST
Could anyone say what am i missing here is complete error message.
Traceback (most recent call last):
File "D:\Program Files\Python\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "D:\Program Files\Python\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "D:\Program Files\Python\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 "D:\Program Files\Python\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "D:\Program Files\Python\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 "D:\Program Files\Python\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "D:\Program Files\Python\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "D:\Program Files\Python\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "D:\Program Files\Python\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "D:\Program Files\Python\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "D:\Program Files\Python\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 "D:\Program Files\Python\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "D:\Program Files\Python\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.
If your are sure you have Visual C++ 2015 Redist installed on your Windows machine then probably it is the version conflict between CUDA version and the Tensorflow version. Because newer versions have some conflicts and more over tensorflow requires the exact version of CUDA and the CUDnn Library for it to work properly.
The best way to get it configured correctly is using Anaconda for installing and configuring tensorflow-gpu as conda will automatically download all the necessary versions of CUDA and CUDnn for the corresponding tensorflow
The problem is that the new Anaconda uses Python 3.7.x by default which is not supported by tensorflow or tensorflow-gpu
So install Anaconda You can download it here
Now create a virtual environment using conda with python 3.6.x configured by typing the following in Anaconda Prompt
conda create -n yourenvname python=3.6 anaconda
Now change switch to your environment by typing in
conda activate yourenvname
Now Check the python version by using which should show you something like this
> python --version
Python 3.6.7 :: Anaconda custom (64-bit)
Now finally install tensorflow-gpu
conda install tensorflow-gpu
Now open python and try importing tensorflow
>>> import tensorflow as tf
>>> sess = tf.Session(config=tf.ConfigProto(log_device_placement=True))
Congrats ! You are all set.
My purpose is setting up virtual environment to run tensorflow benchmark but I am getting an error at last statement after running following code. May I ask what I should do to resolve this issue? FYI: I am using Python 3.6.7 with only pip and virtualenv packages and CUDA 9.2/cuDNN7 installed (all dlls in system path).
virtualenv venv
venv\scripts\activate
#now you should be in virtual environment
#install using pip
pip install tf-nightly-gpu
python
import tensorflow
Error message:
>>> import tensorflow
Traceback (most recent call last):
File "C:\MyWork\testarea\testvirtualenv\venv\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\MyWork\testarea\testvirtualenv\venv\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\MyWork\testarea\testvirtualenv\venv\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:\MyWork\testarea\testvirtualenv\venv\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\MyWork\testarea\testvirtualenv\venv\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:\MyWork\testarea\testvirtualenv\venv\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\MyWork\testarea\testvirtualenv\venv\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\MyWork\testarea\testvirtualenv\venv\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\MyWork\testarea\testvirtualenv\venv\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\MyWork\testarea\testvirtualenv\venv\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\MyWork\testarea\testvirtualenv\venv\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:\MyWork\testarea\testvirtualenv\venv\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\MyWork\testarea\testvirtualenv\venv\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.
>
Found an answer just after writing the question.
Downgrading CUDA 9.2 to 9.0 before copying cudnn64_7.dll (cuDNN 7.3.1 for CUDA 9.0) to CUDA bin directory made it work.
In the end, following script produced two different results from two different machines.
virtualenv venv
venv\scripts\activate
pip install tf-nightly-gpu
python tf_cnn_benchmarks.py --num_gpus=1 --batch_size=32 --model=resnet50 --variable_update=parameter_server
7th gen quad-core i7 with GTX 970
total images/sec: 78.16
AMD 1920X with GTX 1080
total images/sec: 147.77