Python 3.x 无法在Jupyter笔记本上导入Tensorflow
我在JupyterLab导入Tensorflow时遇到问题。它给出了一个错误:Python 3.x 无法在Jupyter笔记本上导入Tensorflow,python-3.x,tensorflow,jupyter-notebook,jupyterhub,Python 3.x,Tensorflow,Jupyter Notebook,Jupyterhub,我在JupyterLab导入Tensorflow时遇到问题。它给出了一个错误: ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory 但是如果我从终端尝试,那么它可以正常加载。我已经检查了LD_LIBRARY_PATH变量,它有到libcublas.so.9.0文件的路径: /usr/local/cuda-9.0/lib64 操作系统是Ubuntu 16.04(深度学习A
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory
但是如果我从终端尝试,那么它可以正常加载。我已经检查了LD_LIBRARY_PATH
变量,它有到libcublas.so.9.0
文件的路径:
/usr/local/cuda-9.0/lib64
操作系统是Ubuntu 16.04(深度学习AMI Ubuntu版本9.0);我正在使用预先构建的python3环境TensorFlow(+Keras2)和python3(CUDA 9/MKL)
JupyterLab正在JupyterHub上运行。如何解决此问题
完整错误报告:
---------------------------------------------------------------------------
ImportError Traceback (most recent call last)
~/anaconda3/envs/tensorflow_p36_ak2/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__
~/anaconda3/envs/tensorflow_p36_ak2/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
~/anaconda3/envs/tensorflow_p36_ak2/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:
~/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/imp.py in load_module(name, file, filename, details)
242 else:
--> 243 return load_dynamic(name, filename, file)
244 elif type_ == PKG_DIRECTORY:
~/anaconda3/envs/tensorflow_p36_ak2/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.9.0: 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-3-d6579f534729> in <module>()
----> 1 import tensorflow
~/anaconda3/envs/tensorflow_p36_ak2/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 # pylint: disable=wildcard-import
26 from tensorflow.tools.api.generator.api import * # pylint: disable=redefined-builtin
~/anaconda3/envs/tensorflow_p36_ak2/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
~/anaconda3/envs/tensorflow_p36_ak2/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 "/home/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/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/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/home/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/install_sources#common_installation_problems
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
---------------------------------------------------------------------------
ImportError回溯(最近一次呼叫最后一次)
~/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/site-packages/tensorflow/python/pywrap\u tensorflow.py in()
57
--->58来自tensorflow.python.pywrap\u tensorflow\u内部导入*
59来自tensorflow.python.pywrap\u tensorflow\u内部导入\u版本__
~/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/site-packages/tensorflow/python/pywrap\u tensorflow\u internal.py in()
27返回模式
--->28_pywrap_tensorflow_internal=swig_import_helper()
29 del swig_导入帮助程序
swig\u import\u helper()中的~/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/site-packages/tensorflow/python/pywrap\u tensorflow\u internal.py
23尝试:
--->24_mod=imp.load_模块(“pywrap_tensorflow_internal”,fp,路径名,描述)
25最后:
加载模块中的~/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/imp.py(名称、文件、文件名、详细信息)
242其他:
-->243返回加载动态(名称、文件名、文件)
244 elif类型=PKG\u目录:
动态加载中的~/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/imp.py(名称、路径、文件)
342名称=名称,加载器=加载器,原点=路径)
-->343返回荷载(规范)
344
ImportError:libcublas.so.9.0:无法打开共享对象文件:没有此类文件或目录
在处理上述异常期间,发生了另一个异常:
ImportError回溯(最近一次呼叫最后一次)
在()
---->1输入张量流
~/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/site packages/tensorflow/\u init\u.py in()
22
23#pylint:disable=g-bad-import-order
--->24从tensorflow.python导入pywrapu tensorflow35; pylint:disable=未使用的导入
25#pylint:disable=通配符导入
26来自tensorflow.tools.api.generator.api导入*#pylint:disable=重新定义的内置
~/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/site packages/tensorflow/python/\u init\u.py in()
47作为np的进口numpy
48
--->49从tensorflow.python导入pywrap\u tensorflow
50
51#协议缓冲区
~/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/site-packages/tensorflow/python/pywrap\u tensorflow.py in()
72.一些常见的原因和解决方案。包括整个堆栈跟踪
73在请求帮助时显示此错误消息。“%traceback.format_exc()
--->74.恐怖分子(味精)
75
76#pylint:enable=通配符导入,g-import-not-at-top,未使用的导入,行太长
ImportError:回溯(最近一次呼叫上次):
文件“/home/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/site packages/tensorflow/python/pywrap_tensorflow.py”,第58行
从tensorflow.python.pywrap\u tensorflow\u内部导入*
文件“/home/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/site packages/tensorflow/python/pywrap_tensorflow_internal.py”,第28行
_pywrap\u tensorflow\u internal=swig\u import\u helper()
swig\u import\u helper中的文件“/home/ubuntu/anaconda3/envs/tensorflow\u p36\u ak2/lib/python3.6/site packages/tensorflow/python/pywrap\u tensorflow\u internal.py”,第24行
_mod=imp.load_模块(“pywrap_tensorflow_internal”,fp,路径名,描述)
文件“/home/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/imp.py”,第243行,在加载模块中
返回加载动态(名称、文件名、文件)
文件“/home/ubuntu/anaconda3/envs/tensorflow_p36_ak2/lib/python3.6/imp.py”,第343行,在load_dynamic中
返回负载(规格)
ImportError:libcublas.so.9.0:无法打开共享对象文件:没有此类文件或目录
未能加载本机TensorFlow运行时。
看见https://www.tensorflow.org/install/install_sources#common_installation_problems
由于一些常见的原因和解决方案。包括整个堆栈跟踪
以上是请求帮助时的错误消息。
和我一样,我创建了一个新的ubuntu帐户名jupyter
来登录到jupyterhub
此新帐户未与ubuntu
用户共享变量,因此您需要复制.bashrc
和.dlamirc
sudo usermod-a-G sudo jupyter
苏朱彼特
cp/home/ubuntu/.bashrc/home/jupyter/
cp/home/ubuntu/.dlamirc/home/jupyter/
source~/.bashrc
用您自己的用户名替换jupyter
。这可能会有所帮助