如何修復“無法加載本機 TensorFlow 運行時”。 嘗試在 gpu 上運行時出錯？

Question

我一直在我的 CPU 上運行我的 tensorflow 程序。 然而，它變得越來越慢，所以我想設置一個gpu環境在我的1070ti上運行它。 但是，在下載 CUDA 9.0 和 CUDNN 7.4 后，tensorflow-gpu 無法運行。

每當我嘗試在 python 中導入 tensorflow 時都會出現錯誤。 我在 virtualenv 環境中安裝了 tensorflow，並且運行的腳本在文件夾內。

import tensorflow

我得到以下輸出：

Traceback (most recent call last):
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\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 "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\imp.py", line 343, in load_dynamic
    return _load(spec)
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 "<stdin>", line 1, in <module>
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
    from tensorflow.python import pywrap_tensorflow  # pylint: disable=unused-import
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\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 "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Users\Jimmy\Documents\machinelearning\machinelearning\lib\imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: The specified module could not be found.

Answer 1

根據這個線程，這些包在 Windows 10 上不起作用：

• TensorFlow 1.12.0
• Cuda 工具包 10.0.130
• cudnn 7.4.1.5

但是，有人說可以嘗試使用 pip 將 Tensorflow 降級到 1.10 版本：

pip install tensorflow-gpu==1.10.0