我安装了tensorflow gpu。我正在使用Tensorflow的virtualenv安装。在
Ubuntu version 16.04
Cuda compilation tools, release 7.5, V7.5.17
Nvidia Driver:390 (latest)
我已经将cuda链接到我的.bashrc:
^{pr2}$当我尝试:
import tensorflow as tf
我收到以下错误:
>>> import tensorflow
Traceback (most recent call last):
File "/home/rosi/udacity/TensorFlow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/rosi/udacity/TensorFlow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/rosi/udacity/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/rosi/udacity/TensorFlow/lib/python3.5/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/home/rosi/udacity/TensorFlow/lib/python3.5/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: libcublas.so.8.0: 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/rosi/udacity/TensorFlow/lib/python3.5/site-packages/tensorflow/__init__.py", line 24, in <module>
from tensorflow.python import *
File "/home/rosi/udacity/TensorFlow/lib/python3.5/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/home/rosi/udacity/TensorFlow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 72, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/home/rosi/udacity/TensorFlow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/home/rosi/udacity/TensorFlow/lib/python3.5/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/home/rosi/udacity/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/rosi/udacity/TensorFlow/lib/python3.5/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/home/rosi/udacity/TensorFlow/lib/python3.5/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: libcublas.so.8.0: cannot open shared object file: No such file or directory
Failed to load the native TensorFlow runtime.
如何解决这个问题?在
在上一次apt升级之后,我在ubuntu16.04上的nvidia-390.30和cuda9.1也遇到了同样的问题。 缺少nvidia smi命令。 /usr/local/cuda/extras/demo_suite/deviceQuery返回错误35。在
问题浮出水面是因为当我运行以下命令时:
它正在返回未定义的
由于我的板上没有intel GPU,所以我以root用户身份运行以下命令
^{pr2}$然后重新登录,因为它调整了用户配置文件和其他链接。 现在CUDA9.1可以很好地与Nvidia驱动程序390.30:),同时Nvidia smi命令也开始工作。在
注意:使用Optimus设置(Intel GPU)的用户可能希望尝试以下操作:
我跑了
它完美地检测到了这个装置。在
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