win10安装TensorFlow-GPU遇到的问题

在安装好cuda 及cudnn之后,安装python3.5.用pip install tensorflow-gpu 安装gpu版的TensorFlow,但是不管怎么操作,都存在下面的问题。在解决问题时,想到:

1)可能是cuda的问题,因为用pip install tensorflow 安装cpu版是没有问题。但是反复验证cuda安装没有问题,环境变量路径设置也没有问题。所以这个原因被排除。

2)可能是python安装的问题,尝试之后依旧不能解决问题。

3)tensorflow-gpu版本的问题,在卸载tensorflow-gpu时发现,卸载的版本为tensorflow-gpu-1.12.0.所以我安装时,用了 pip install tensorflow-gpu==1.0。这时候问题得到完美解决。

Traceback (most recent call last):

  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in

    from tensorflow.python.pywrap_tensorflow_internal import *

  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in

    _pywrap_tensorflow_internal = swig_import_helper()

  File "D:\Program Files\Python35\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:\Program Files\Python35\lib\imp.py", line 243, in load_module

    return load_dynamic(name, filename, file)

  File "D:\Program Files\Python35\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:\Program Files\Python35\lib\site-packages\tensorflow\__init__.py", line 24, in

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

  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\__init__.py", line 49, in

    from tensorflow.python import pywrap_tensorflow

  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in

    raise ImportError(msg)

ImportError: Traceback (most recent call last):

  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in

    from tensorflow.python.pywrap_tensorflow_internal import *

  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in

    _pywrap_tensorflow_internal = swig_import_helper()

  File "D:\Program Files\Python35\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:\Program Files\Python35\lib\imp.py", line 243, in load_module

    return load_dynamic(name, filename, file)

  File "D:\Program Files\Python35\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/errors

for some common reasons and solutions.  Include the entire stack trace

above this error message when asking for help

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