tensorflow: TensorFlow 2.1: ImportError: DLL load failed: The specified module could not be found.
I am using
Python 3.76 TensorFlow 2.1 Installed using: pip install tensorflow Processor: Intel® Core™ i7-6500U CPU @ 2.50GHz, 2601 Mhz, 2 Core(s), 4 Logical Processor(s) Laptop System Model: HP Spectre x360 Convertible Reproduce: All I have to type is “import tensorflow as tf” and it fails.
Note: I also tried using tensorflow-cpu and still got the same issue.
Stack Trace:
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Development\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Development\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Development\Python\Python37\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:\Development\Python\Python37\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Development\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:\Development\Python\Python37\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
from tensorflow_core import *
File "C:\Development\Python\Python37\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Development\Python\Python37\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Development\Python\Python37\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Development\Python\Python37\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\Development\Python\Python37\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Development\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Development\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Development\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Development\Python\Python37\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:\Development\Python\Python37\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Development\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.
<class 'ImportError'>, ImportError('Traceback (most recent call last):\n File
"C:\\Development\\Python\\Python37\\lib\\site-packages\\tensorflow_core\\python\\pywrap_tensorflow.py", line 58, in <module>\n from
tensorflow.python.pywrap_tensorflow_internal import *\n File
"C:\\Development\\Python\\Python37\\lib\\site-
packages\\tensorflow_core\\python\\pywrap_tensorflow_internal.py", line 28, in <module>\n _pywrap_tensorflow_internal = swig_import_helper()\n File
"C:\\Development\\Python\\Python37\\lib\\site-
packages\\tensorflow_core\\python\\pywrap_tensorflow_internal.py", line 24, in
swig_import_helper\n _mod = imp.load_module(\'_pywrap_tensorflow_internal\', fp, pathname,
description)\n File "C:\\Development\\Python\\Python37\\lib\\imp.py", line 242, in load_module\n
return load_dynamic(name, filename, file)\n File
"C:\\Development\\Python\\Python37\\lib\\imp.py", line 342, in load_dynamic\n return
_load(spec)\nImportError: DLL load failed: The specified module could not be found.\n\n\nFailed to
load the native TensorFlow runtime.\n\nSee https://www.tensorflow.org/install/errors\n\nfor some
common reasons and solutions. Include the entire stack trace\nabove this error message when
asking for help.'), <traceback object at 0x000001E0E43DCA48>
<em>Please make sure that this is a bug. As per our [GitHub Policy](https://github.com/tensorflow/tensorflow/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:bug_template</em>
System information
- Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
- Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue happens on mobile device:
- TensorFlow installed from (source or binary):
- TensorFlow version (use command below):
- Python version:
- Bazel version (if compiling from source):
- GCC/Compiler version (if compiling from source):
- CUDA/cuDNN version:
- GPU model and memory:
You can collect some of this information using our environment capture
script
You can also obtain the TensorFlow version with: 1. TF 1.0: python -c "import tensorflow as tf; print(tf.GIT_VERSION, tf.VERSION)" 2. TF 2.0: python -c "import tensorflow as tf; print(tf.version.GIT_VERSION, tf.version.VERSION)"
Describe the current behavior
Describe the expected behavior
Code to reproduce the issue Provide a reproducible test case that is the bare minimum necessary to generate the problem.
Other info / logs Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached.
About this issue
- Original URL
- State: closed
- Created 4 years ago
- Comments: 16
I solved it today downloading and installing visual studio 2015-2019 x86 and x64 from here: https://support.microsoft.com/en-us/help/2977003/the-latest-supported-visual-c-downloads
Other solution is downgrading tensorflow to 2.0:
pip install tensorflow==2.0I have Python 3.7.6, CUDA 10.1 and cuDNN for CUDA 10.1 and I have followed this requeriments: https://www.tensorflow.org/install/gpu
I hope it works for you also!
Wrong URL in markdown
1.https://support.microsoft.com/en-us/help/2977003/the-latest-supported-visual-c-downloads 2. download x64: vc_redist.x64.exe 3.install it.
It works.
It’s work for me pip install tensorflow==2.0 if you are using tensoflow-gpu pip install --upgrade tensorflow-gpu==2.0
Thanks! That worked for me too!
i have python 3.6.0 , CUDA 10.2 and cuDNN and this fixed my problem :
Worked! 😃