ImportError: libcudnn.so.6: cannot open shared object file: No such file or directory Tensorflow

Question

我无法让它工作！现在已经尝试了将近两天。安装了 Cuda8 和 CuDnn 6 - 没有用。在这里添加了ImportError: libcudnn when running a TensorFlow program中写的解决方案。我得到的错误 -

回溯（最近调用最后）：

  File "/home/shenath/tensorflow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/home/shenath/tensorflow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/home/shenath/tensorflow/lib/python3.5/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 "/home/shenath/tensorflow/lib/python3.5/imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "/home/shenath/tensorflow/lib/python3.5/imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: libcudnn.so.6: cannot open shared object file: No such file or directory

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/shenath/tensorflow/lib/python3.5/site-packages/tensorflow/__init__.py", line 24, in <module>
    from tensorflow.python import *
  File "/home/shenath/tensorflow/lib/python3.5/site-packages/tensorflow/python/__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "/home/shenath/tensorflow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "/home/shenath/tensorflow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/home/shenath/tensorflow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/home/shenath/tensorflow/lib/python3.5/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 "/home/shenath/tensorflow/lib/python3.5/imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "/home/shenath/tensorflow/lib/python3.5/imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: libcudnn.so.6: cannot open shared object file: No such file or directory


Failed to load the native TensorFlow runtime.

我是新手。任何帮助将不胜感激。如果您需要更多信息，我很乐意提供。

Answer 1

安装 cuda 和 cudnn 后确保它们位于正确的目录中。运行安装cudnn 6后执行以下命令。 Tensorflow 只检查您 cuda 目录中的所需文件。因此，我们将所需文件从 cudnn 复制或 link 到该目录。

mkdir /usr/lib/x86_64-linux-gnu/include/ && \
  ln -s /usr/lib/x86_64-linux-gnu/include/cudnn.h /usr/lib/x86_64-linux-gnu/include/cudnn.h && \
  ln -s /usr/include/cudnn.h /usr/local/cuda/include/cudnn.h && \
  ln -s /usr/lib/x86_64-linux-gnu/libcudnn.so /usr/local/cuda/lib64/libcudnn.so && 
  ln -s /usr/lib/x86_64-linux-gnu/libcudnn.so.6 /usr/local/cuda/lib64/libcudnn.so.6

因此，如果您仍然遇到该错误，请确保按照步骤 here。

ImportError: libcudnn.so.6: cannot open shared object file: No such file or directory Tensorflow

ImportError: libcudnn.so.6: cannot open shared object file: No such file or directory Tensorflow

tensorflow

nvidia

tensorflow-gpu

cudnn