win10上安装tensorflow注意事项

时间:2021-11-21 13:51:00
今日尝试在win10上安装tensorflow,折腾了一会儿,遇到了一些典型问题,其实这些典型问题是没必要折腾这么久的。

注意一:当前tensorflow在windows只支持python3.5,否则你将遇到什么问题呢?
tensorflow_gpu-1.0.0-cp35-cp35m-win_amd64.whl is not a supported wheel on this platform.
我刚开始是安装了python3.6,天真的以为问题不大,但是至少 现在看必须得装python3.5,且通过python3.5使用tensorflow

(我是通过pip安装tensorflow_gpu-1.0.0-cp35-cp35m-win_amd64.whl,命令:pip install --upgrade tensorflow_gpu-1.0.0-cp35-cp35m-win_amd64.whl)

注意二:在安装了 CUDA Drivers后, 还必须 下载 cuDNN ,解压后将cudnn64_5.dll拷贝到能通过环境变量path找到的路径下。为避免混乱,我是拷贝到了NVIDIA GPU Computing Toolkit\CUDA\v8.0\bin目录下。否则你将会遇到啥问题呢?

import tensorflow as tf
Traceback (most recent call last):
  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
    return importlib.import_module(mname)
  File "D:\Program Files\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 906, in create_module
  File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
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 "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "D:\Program Files\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
    return importlib.import_module('_pywrap_tensorflow_internal')
  File "D:\Program Files\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:

注意三:我没使用 Anaconda,也是成功安装了!

参考链接:http://blog.csdn.net/joker316701882/article/details/54426004