I installed Tensorflow 2.2.0 using pip install and have some issues when importing in Python 3.8.
The following errors occur and I was wondering how this issue could be solved:
Traceback (most recent call last):
File "C:\Program Files\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Program Files\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Program Files\Python38\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:\Program Files\Python38\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Program Files\Python38\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed while importing _pywrap_tensorflow_internal: The specified module could not be found.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:/Users/[name]/Downloads/AnomalyDetection/Paysim.py", line 2, in <module>
import tensorflow as tf
File "C:\Program Files\Python38\lib\site-packages\tensorflow\__init__.py", line 41, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Program Files\Python38\lib\site-packages\tensorflow\python\__init__.py", line 50, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Program Files\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 69, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Program Files\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Program Files\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Program Files\Python38\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:\Program Files\Python38\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Program Files\Python38\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed while importing _pywrap_tensorflow_internal: The specified module could not be found.
According to the official thread of this issue on GitHub, there are apparently two solutions to this issue:
First Solution:
Begin with the simpler solution, you can try to downgrade your tensorflow version to 2.0.0 like so. To install this version, you need to have at least pip 20.1:
# update pip first
pip install -U pip
# install tensorflow 2.0
pip install tensorflow==2.0
Second Solution:
If the first solution didn't work for your, then you can download and install the new C++ redistributable x86 and x64 packages from here and here respectively.
Related
I am using Anaconda environment on Windows 10. I have installed tensorflow-gpu using pip and when I try to import tensorflow, I get this import error below. I have tried to use cpu version of tensorflow and to reinstall all packages with new conda environment. My python is version 3.7 and tensorflow-gpu version 2.1.0.
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\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\ossik\anaconda3\envs\tensorflow-gpu\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: Määritettyä osaa ei löydy.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
from tensorflow_core import *
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\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\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\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\ossik\anaconda3\envs\tensorflow-gpu\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\ossik\anaconda3\envs\tensorflow-gpu\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: Määritettyä osaa ei löydy.
Failed to load the native TensorFlow runtime.
Do you have any idea what causes this error?
Try to downgrade and install tensorflow.
pip install tensorflow==2.0
if you use gpu
pip install --upgrade tensorflow-gpu==2.0
or try downloading these visual studio files
click here
This could be because you have a CPU(probably old), which can not support AVX instructions (for example, Intel Pentium or similar). You could solve this problem using this approach:
pip3 uninstall tensorflow
Go here: link with tensorflow 2.1.0 wheels which has been precompiled with SSE2 instructions.
Download wheel to your project, then install tensorflow using pip install <filename.wheel>.
And try again - error should be solved
Whenever I am trying to import tensorflow on Anaconda prompt, it is giving me this error:
Traceback (most recent call last):
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Dell\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Dell\Anaconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Dell\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Dell\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Dell\Anaconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.
I've tried installing Visual C++ 2015 version and reinstalling tensorflow using "conda install tensorflow", it keeps giving message:
(base) C:\Users\Dell>conda install tensorflow
Collecting package metadata (repodata.json): done
Solving environment: done
All requested packages already installed.
What should I do?
Python code
import tensorflow as tf
Mostly these errors come about when you forgot to activate your anaconda prompt first. So: conda activate environment_name, followed by a conda install tensorflow, then launch your python.exe by typing python.exe in your anaconda prompt, and typeimport tensorflow as tf.
I am unable to import the tensorflow 2.0 module into my code i end up getting this error
Traceback (most recent call last):
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Perseus\Anaconda3\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Perseus\Anaconda3\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 "C:\Users\Perseus\Anaconda3\lib\runpy.py", line 183, in _run_module_as_main
mod_name, mod_spec, code = _get_module_details(mod_name, _Error)
File "C:\Users\Perseus\Anaconda3\lib\runpy.py", line 142, in _get_module_details
return _get_module_details(pkg_main_name, error)
File "C:\Users\Perseus\Anaconda3\lib\runpy.py", line 109, in _get_module_details
__import__(pkg_name)
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 27, in <module>
from tensorflow._api.v2 import audio
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\_api\v2\audio\__init__.py", line 8, in <module>
from tensorflow.python.ops.gen_audio_ops import decode_wav
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Perseus\Anaconda3\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Perseus\Anaconda3\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 think you hit this bug.
You can downgrade tensorflow to v1.10.0
pip install tensorflow-gpu==1.10.0
or make sure that you have these versions for CUDA, Tensorflow and CUDNN:
CUDA v9.0
tensorflow-gpu v1.12.0
CUDNN 7.4.1.5
Alternatively, you can uninstall tensorflow and install it through conda:
pip uninstall tensorflow-gpu
conda install tensorflow-gpu
tensorflow 2.0 is now officially available. You can retry. This time it should work without any errors, if CUDA and CuDNN are properly installed.
I'm trying to install TensorFlow by instructions from https://www.tensorflow.org/install/pip. When I run the command.
python -c "import tensorflow as tf; tf.enable_eager_execution(); print(tf.reduce_sum(tf.random_normal([1000, 1000])))
To verify the installation is correct. An error appears.
denis#Denis-U:~$ python3 -c "import tensorflow as tf; tf.enable_eager_execution(); print(tf.reduce_sum(tf.random_normal([1000, 1000])))"
Traceback (most recent call last):
File "/home/denis/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/denis/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/denis/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/usr/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/usr/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 "<string>", line 1, in <module>
File "/home/denis/.local/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/home/denis/.local/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/denis/.local/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/denis/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/denis/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/denis/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/usr/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/usr/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/errors
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
Also I did not find my error on the site. https://www.tensorflow.org/install/errors . What is the problem?
You should check information about your PC and accordingly required tensor-flow to install
and check there steps on this tensor-flow site https://www.tensorflow.org/install/pip
I installed anaconda3 in my ubuntu AWS case.
I finishe the creation of the environment:
conda create -n tensorflow-gpu
I used the high level command
conda install tensorflow-gpu
This works on my own computer but not on AWS.
It installed all relavent packages and didn't yield any errors.
But when I import tensorflow,
it gives me the error:
Traceback (most recent call last):
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcuda.so.1: cannot open shared object file: No such file or directory
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 72, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/ubuntu/.conda/envs/tensorflow-gpu/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcuda.so.1: cannot open shared object file: No such file or directory
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/install_sources#common_installation_problems
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
This is beyond my abilities to understand since it worked well in my own computer.
I also tried suggestions on:
tensorflow import error in anaconda
It doesn't work as well.