在jupyterhub中找不到cuda

问题描述

我试图让我的四个GPU都使用jupyterhub在自己的环境中进行实验。

但是，登录到jupyterhub中的帐户后，导入tensorflow时会出现以下错误。我认为我不认识cuda，但我不知道如何解决这个问题。

我希望有人能帮助我。

ImportError                               Traceback (most recent call last)
~/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py in <module>
     57 
---> 58   from tensorflow.python.pywrap_tensorflow_internal import *
     59   from tensorflow.python.pywrap_tensorflow_internal import __version__

~/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py in <module>
     27             return _mod
---> 28     _pywrap_tensorflow_internal = swig_import_helper()
     29     del swig_import_helper

~/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py in swig_import_helper()
     23             try:
---> 24                 _mod = imp.load_module('_pywrap_tensorflow_internal',fp,pathname,description)
     25             finally:

/usr/lib/python3.6/imp.py in load_module(name,file,filename,details)
    242         else:
--> 243             return load_dynamic(name,file)
    244     elif type_ == PKG_DIRECTORY:

/usr/lib/python3.6/imp.py in load_dynamic(name,path,file)
    342             name=name,loader=loader,origin=path)
--> 343         return _load(spec)
    344 

ImportError: libcublas.so.10.0: cannot open shared object file: No such file or directory

During handling of the above exception,another exception occurred:

ImportError                               Traceback (most recent call last)
<ipython-input-7-d6579f534729> in <module>
----> 1 import tensorflow

~/.local/lib/python3.6/site-packages/tensorflow/__init__.py in <module>
     22 
     23 # pylint: disable=g-bad-import-order
---> 24 from tensorflow.python import pywrap_tensorflow  # pylint: disable=unused-import
     25 
     26 from tensorflow._api.v1 import app

~/.local/lib/python3.6/site-packages/tensorflow/python/__init__.py in <module>
     47 import numpy as np
     48 
---> 49 from tensorflow.python import pywrap_tensorflow
     50 
     51 # Protocol buffers

~/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py in <module>
     72 for some common reasons and solutions.  Include the entire stack trace
     73 above this error message when asking for help.""" % traceback.format_exc()
---> 74   raise ImportError(msg)
     75 
     76 # pylint: enable=wildcard-import,g-import-not-at-top,unused-import,line-too-long

ImportError: Traceback (most recent call last):
  File "/var/lib/aistudy/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py",line 58,in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/var/lib/aistudy/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py",line 28,in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/var/lib/aistudy/.local/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py",line 24,in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal',description)
  File "/usr/lib/python3.6/imp.py",line 243,in load_module
    return load_dynamic(name,file)
  File "/usr/lib/python3.6/imp.py",line 343,in load_dynamic
    return _load(spec)
ImportError: libcublas.so.10.0: cannot open shared object file: No such file or directory

解决方法

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