我尝试使用GPU版本安装tensorflow,但总是失败。
计算机系统:赢得10个专业人士
显卡:Nvidia Quadro M2000M(我在Nvidia官方网站验证此卡,它可以支持CUDA)我的安装过程:
1-安装Rapid Environment Editor
2-安装DXSDK_Jun10.exe
3-安装cuda_8.0.61 \ patch 2和CUDNN5.1
4-安装Visual Studio 2015社区
然后,我在VS2015中测试了这个例子。
5-安装Anaconda 4.4(我也尝试使用vision-4.2,但它没什么可用的)
6-创建一个名为tensorflow的conda环境并安装python3.5
7-激活conda环境并安装tensorflow的GPU版本
pip install --ignore-installed –upgrade https://storage.googleapis.com/tensorflow/windows/gpu/tensorflow_gpu-1.3.0-cp35-cp35m-win_amd64.whl
在我完成这些步骤之前,我没有收到任何错误通知,但是当我输入“import tensorflow as tf”时,它会注意到:
(tensorflow) C:\Users\Vincent>python
Python 3.5.4 |Continuum Analytics, Inc.| (default, Aug 14 2017, 13:41:13) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Anaconda3\envs\tensorflow\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 985, in _gcd_import
File "<frozen importlib._bootstrap>", line 968, in _find_and_load
File "<frozen importlib._bootstrap>", line 957, 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 938, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
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 "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Anaconda3\envs\tensorflow\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:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import *
File "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 52, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Anaconda3\envs\tensorflow\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 985, in _gcd_import
File "<frozen importlib._bootstrap>", line 968, in _find_and_load
File "<frozen importlib._bootstrap>", line 957, 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 938, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
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 "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Anaconda3\envs\tensorflow\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_problems
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
我已经编辑了环境变量,如下所示:
(也许环境有些麻烦?)
\ Anaconda3 \ ENVS \ tensorflow \ LIB \站点包\ tensorflow \蟒\
\ Anaconda3 \ ENVS \ tensorflow \ LIB \ sitepackages \ tensorflow \ python__pycache __ \
\ Anaconda3 \ LIB \站点包\ tensorflow \蟒\
\ Anaconda3 \ LIB \站点包\ tensorflow \ python__pycache __ \
\ Anaconda3 \ ENVS \ tensorflow \ LIB \站点包\ tensorflow \
任何人都知道问题是什么以及如何解决它。非常感谢
答案 0 :(得分:1)
如果要安装1.3.0版,则需要使用cuDNN 6而不是5.1。如果您按照网站上的说明进行操作,那么可能就是您因为错误地将5.1列为cuDNN版本而导致错误的原因。但是,如果您有兴趣,可以在此处解决此问题:https://github.com/tensorflow/tensorflow/issues/11784
如果您仍有问题,请运行此脚本并让我知道响应。我会编辑我的答案以适应。 - &GT; mrry's Self-check Script