Tensorflow学习 tensorflow-gpu安装错误以及解决方法

在tensorflow的学习中,想使用tensorflow-gpu版的学习,充分利用计算机。但是跟网上很多博主的方法安装gpu,cuda是安装成功了,但是却一直报以下一个错误。

楼主的配置信息是win10 cuda8.0 cudnn 5.1

(tensorflow) C:\Users\Administrator>python

Python 3.6.3 |Anaconda, Inc.| (default, Nov  8 2017, 15:10:56) [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 "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in

    from tensorflow.python.pywrap_tensorflow_internal import *

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in

    _pywrap_tensorflow_internal = swig_import_helper()

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\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:\ProgramFiles\Anaconda\envs\tensorflow\lib\imp.py", line 243, in load_module

    return load_dynamic(name, filename, file)

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\imp.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 "", line 1, in

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\site-packages\tensorflow\__init__.py", line 22, in

    from tensorflow.python import pywrap_tensorflow  # pylint: disable=unused-import

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\site-packages\tensorflow\python\__init__.py", line 49, in

    from tensorflow.python import pywrap_tensorflow

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in

    raise ImportError(msg)

ImportError: Traceback (most recent call last):

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in

    from tensorflow.python.pywrap_tensorflow_internal import *

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in

    _pywrap_tensorflow_internal = swig_import_helper()

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\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:\ProgramFiles\Anaconda\envs\tensorflow\lib\imp.py", line 243, in load_module

    return load_dynamic(name, filename, file)

  File "D:\ProgramFiles\Anaconda\envs\tensorflow\lib\imp.py", line 343, in load_dynamic

    return _load(spec)

ImportError: DLL load failed: 找不到指定的模块。

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.

在找了很多方法后,终于找到了原因所在,原来是win10中环境配置的原因,win10中,不仅要添加环境变量path的值,还需要在PATHEXT中添加.DLL否则系统就无法加载指定的模块,即使你的文件中有.dll文件。具体如下图:

Tensorflow学习 tensorflow-gpu安装错误以及解决方法_第1张图片
附上找到解决方法的原帖:https://stackoverflow.com/questions/42011070/on-windows-running-import-tensorflow-generates-no-module-named-pywrap-tenso

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