GPU上的Tensorflow

Question

我已经能够在CPU上使用TensorFlow，现在我需要在具有以下规格的GPU设备上运行它：

CPU：Intel Xeon（E5-2670）和win7 64bit和NVIDIA GeForce GTX 980 Ti

我已经按照TF主页中的说明安装了适用于GPU的python3.5和Tensorflow。 当我在此处运行测试程序时，尝试import Tensorflow时得到的结果是：

    (C:\Users\Engine>python
Python 3.5.3 (v3.5.3:1880cb95a742, Jan 16 2017, 16:02:32) [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):](url)
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_h
elper
    return importlib.import_module(mname)
  File "C:\Users\Engine\AppData\Local\Programs\Python\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 914, in create_module
  File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed: Das angegebene Modul wurde nicht gefunden.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_h
elper
    return importlib.import_module('_pywrap_tensorflow_internal')
  File "C:\Users\Engine\AppData\Local\Programs\Python\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:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\__init__.py", line 24, in <module>
    from tensorflow.python import *
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\__init__.py", line 51, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow.py", line 52, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_h
elper
    return importlib.import_module(mname)
  File "C:\Users\Engine\AppData\Local\Programs\Python\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 914, in create_module
  File "<frozen importlib._bootstrap>", line 22

2, in _call_with_frames_removed
ImportError: DLL load failed: Das angegebene Modul wurde nicht gefunden.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\Engine\AppData\Local\Programs\Python\Python35\lib\site-pack
ages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_h
elper
    return importlib.import_module('_pywrap_tensorflow_internal')
  File "C:\Users\Engine\AppData\Local\Programs\Python\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.

有没有人暗示如何解决这个问题？

Answer 1

1. CUDNN可能是原因之一。 cuDNN v6.0不适用于许多人。 尝试使用cuDNN v5.1。
2. 从GIT文件夹内部导入也是原因之一。

很高兴知道1个为您服务。