How to avoid the error “failed to load the native tensorflow runtime”?

Question

6

Ezra O'Kelly

Asked: May 18, 20222022-05-18T16:55:09+00:00 2022-05-18T16:55:09+00:00In: python

How to avoid the error “failed to load the native tensorflow runtime”?

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I am tired of fixing the problem: failed to load the native tensorflow runtime in the python; even if I get the reference from another forum, it still returns an error:

C:\>python
 Python 3.5.2 (v3.5.2:4def2a2901a5, Jun 25 2016, 22:18:55) [MSC v.1900 64 bit (AM
 D64)] on win32
 Type "help", "copyright", "credits" or "license" for more information.
 >>> import tensorflow as tf
 Traceback (most recent call last):
  File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern
 al.py", line 18, in swig_import_helper
  return importlib.import_module(mname)
  File "C:\Python35\lib\importlib\__init__.py", line 126, in import_module
  return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 986, in _gcd_import
  File "<frozen importlib._bootstrap>", line 969, in _find_and_load
  File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
  File "<frozen importlib._bootstrap>", line 577, in module_from_spec
  File "<frozen importlib._bootstrap_external>", line 906, in create_module
  File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
 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:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", l
 ine 41, in <module>
  from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern
 al.py", line 21, in <module>
  _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern
 al.py", line 20, in swig_import_helper
  return importlib.import_module('_pywrap_tensorflow_internal')
  File "C:\Python35\lib\importlib\__init__.py", line 126, in import_module
  return _bootstrap._gcd_import(name[level:], package, level)
 ImportError: No module named '_pywrap_tensorflow_internal'
 
 During handling of the above exception, another exception occurred:
 
 Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "C:\Python35\lib\site-packages\tensorflow\__init__.py", line 24, in <modu
 le>
  from tensorflow.python import *
  File "C:\Python35\lib\site-packages\tensorflow\python\__init__.py", line 49, i
 n <module>
  from tensorflow.python import pywrap_tensorflow
  File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", l
 ine 52, in <module>
  raise ImportError(msg)
 ImportError: Traceback (most recent call last):
  File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern
 al.py", line 18, in swig_import_helper
  return importlib.import_module(mname)
  File "C:\Python35\lib\importlib\__init__.py", line 126, in import_module
  return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 986, in _gcd_import
  File "<frozen importlib._bootstrap>", line 969, in _find_and_load
  File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
  File "<frozen importlib._bootstrap>", line 577, in module_from_spec
  File "<frozen importlib._bootstrap_external>", line 906, in create_module
  File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
 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:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", l
 ine 41, in <module>
  from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern
 al.py", line 21, in <module>
  _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_intern
 al.py", line 20, in swig_import_helper
  return importlib.import_module('_pywrap_tensorflow_internal')
  File "C:\Python35\lib\importlib\__init__.py", line 126, in import_module
  return _bootstrap._gcd_import(name[level:], package, level)
 ImportError: No module named '_pywrap_tensorflow_internal'
 
 
 Failed to load the native TensorFlow runtime.
 
 See https://www.tensorflow.org/install/install_sources#common_installation_probl
 ems
 
 for some common reasons and solutions. Include the entire stack trace
 above this error message when asking for help.
 >>>

To identify the problem, I will show you the detail here:

C:\>pip3 install --upgrade tensorflow
 Collecting tensorflow
  Using cached tensorflow-1.2.0-cp35-cp35m-win_amd64.whl
 Requirement already up-to-date: bleach==1.5.0 in c:\python35\lib\site-packages (
 from tensorflow)
 Requirement already up-to-date: werkzeug>=0.11.10 in c:\python35\lib\site-packag
 es (from tensorflow)
 Requirement already up-to-date: html5lib==0.9999999 in c:\python35\lib\site-pack
 ages (from tensorflow)
 Requirement already up-to-date: protobuf>=3.2.0 in c:\python35\lib\site-packages
  (from tensorflow)
 Requirement already up-to-date: backports.weakref==1.0rc1 in c:\python35\lib\sit
 e-packages (from tensorflow)
 Requirement already up-to-date: markdown==2.2.0 in c:\python35\lib\site-packages
  (from tensorflow)
 Requirement already up-to-date: numpy>=1.11.0 in c:\python35\lib\site-packages (
 from tensorflow)
 Requirement already up-to-date: six>=1.10.0 in c:\python35\lib\site-packages (fr
 om tensorflow)
 Requirement already up-to-date: wheel>=0.26 in c:\python35\lib\site-packages (fr
 om tensorflow)
 Requirement already up-to-date: setuptools in c:\python35\lib\site-packages (fro
 m protobuf>=3.2.0->tensorflow)
 Installing collected packages: tensorflow
 Successfully installed tensorflow-1.2.0

How do I do that? Could you support me in improving this problem?

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2 Answers

Sacha Sabatier
2022-05-25T20:35:03+00:00Added an answer on May 25, 2022 at 8:35 pm
After executing this line, my code worked flawlessly.

pip install tensorflow --upgrade --force-reinstall
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dttutoria · Accepted Answer · 2022-06-20T00:37:39+00:00

The cause: There are some reason for the error “failed to load the native tensorflow runtime”:

This error can appear sometimes if TensorFlow is incorrectly created from source code.
The usage of an outdated CPU that is incapable of supporting AVX instructions will also result in this issue.

Solution:

By launching your Python interpreter in the directory you constructed from, you might be able to get around it. Otherwise, I advise doing the other steps:
– Remove TensorFlow
-The pre-built package should be reinstalled in a different environment.
Choose one of the following ways:
-Without AVX instructions, compile TensorFlow from source
-Utilize a previous version of TensorFlow pip install tensorflow 1.6 (It demands Python 3.6 or lower version)

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How to avoid the error “failed to load the native tensorflow runtime”?

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