"将张量流导入为tf"在使用gpu的Windows 10上失败

时间:2018-04-13 12:06:07

标签: python tensorflow

我已经安装了Python 3.6.5,并且" pip3安装 - 升级tensorflow-gpu"成功了。然后"将张量流导入为tf"出现以下错误:

    Traceback (most recent call last):
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in swig_import_helper
    return importlib.import_module(mname)
      File "C:\Program     Files\Python36\lib\importlib\__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
    ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
    from tensorflow.python import *  # pylint: disable=redefined-builtin
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
      File "C:\Program     Files\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in swig_import_helper
    return importlib.import_module(mname)
      File "C:\Program     Files\Python36\lib\importlib\__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
    ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.

我已经搜索过此错误,但未找到匹配项。以前关于Stack Overflow的类似问题有不同的错误消息。

编辑:我安装了默认的cuDNN V7.1,但Tensorflow说明指定了V7.0。我会降级并再试一次。

编辑:降级到cuDNN V7.0.5,得到完全相同的错误消息。

编辑:尝试回答一年前提出的类似问题,将cudnn64_7.dll的名称更改为cudnn64_5.dll,然后更改为cudnn64_6.dll,两者都给出了完全相同的错误消息。

3 个答案:

答案 0 :(得分:0)

我也遇到了这个问题。安装Anaconda。然后使用conda install tensorflow refer tensorflow documentaion创建新的虚拟环境并安装tensorflow

答案 1 :(得分:0)

GitHub issue会将其清除,说明您需要安装C++ Redist

答案 2 :(得分:0)

  1. (清洁?)安装Anaconda
  2. 使用 Anaconda的导航器,创建一个新环境(我称为Tensorflow)。
  3. 在此新环境中,搜索并安装Tensorflow gpu。 (这将安装软件包依赖项。)

应该的。