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I have followed many tutorials to install the cuda + tensorflow-gpu to accelerate the machine learning calculations, but failed.

I have installed the VS2017 like this

After that I install the CUDA 9.2 since my gpu shows that it supports the CUDA9.2 like below:

.

It seems that everything is ok when I install CUDA, I also copy the cudnn to the CUDA folder and add the folder to the systems path on windows 10, the command nvcc and devicequery.exe can both execute successfully like this:

Does it mean I succeed installing cuda on windows 10?

However, when I use tensorflow-gpu with Python 3.5 it show that error

import tensorflow as tf
Traceback (most recent call last):
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflowpythonpywrap_tensorflow.py", line 58, in <module>
 from tensorflow.python.pywrap_tensorflow_internal import *
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflowpythonpywrap_tensorflow_internal.py", line 28, in <module>
 _pywrap_tensorflow_internal = swig_import_helper()
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflowpythonpywrap_tensorflow_internal.py", line 24, in swig_import_helper
 _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libimp.py", line 243, in load_module
 return load_dynamic(name, filename, file)
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libimp.py", line 343, in load_dynamic
 return _load(spec)
ImportError: DLL load failed: 找不到指定的模块。
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
 File "<stdin>", line 1, in <module>
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflow__init__.py", line 24, in <module>
 from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflowpython__init__.py", line 49, in <module>
 from tensorflow.python import pywrap_tensorflow
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflowpythonpywrap_tensorflow.py", line 74, in <module>
 raise ImportError(msg)
ImportError: Traceback (most recent call last):
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflowpythonpywrap_tensorflow.py", line 58, in <module>
 from tensorflow.python.pywrap_tensorflow_internal import *
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflowpythonpywrap_tensorflow_internal.py", line 28, in <module>
 _pywrap_tensorflow_internal = swig_import_helper()
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libsite-packagestensorflowpythonpywrap_tensorflow_internal.py", line 24, in swig_import_helper
 _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libimp.py", line 243, in load_module
 return load_dynamic(name, filename, file)
 File "C:UsersRobbonAppDataLocalProgramsPythonPython35libimp.py", line 343, in load_dynamic
 return _load(spec)
ImportError: DLL load failed: 找不到指定的模块。

I find all the method I can find to fix this problem but it is no help. I can import tensorflow when I use tensorflow rather than tensorflow-gpu.

Please check your tensorflow-gpu version and see if it follows the cuDNN and CUDA version listed at Tested build configurations.

The official install guide is recommended.

Install TensorFlow with pip

And my first successful install followed this guide.

Thanks to Phil Ferriere