[docker]报错：ImportError: libcuda.so.1: cannot open shared object file: No such file or directory

在使用docker时运行tensorflow深度学习框架出现下列问题：libcuda.so.1: cannot open shared object file: No such file or directory。经查询可知，运行时缺少显卡支持，没有运行gpu版本的docker.更改docker运行程序为nvidia-docker run即可正常运行。

徐心兰

550人浏览 · 2023-12-13 10:46:13

徐心兰 · 2023-12-13 10:46:13 发布

今天在使用docker时运行tensorflow深度学习框架出现下列问题：libcuda.so.1: cannot open shared object file: No such file or directory

Traceback (most recent call last):
  File "ACE-Net.py", line 4, in <module>
    from tensorflow.python.util import deprecation
  File "/usr/local/lib/python3.6/dist-packages/tensorflow/__init__.py", line 24, in <module>
    from tensorflow.python import *
  File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 72, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "/usr/lib/python3.6/imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "/usr/lib/python3.6/imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: libcuda.so.1: cannot open shared object file: No such file or directory

经查询可知，运行时缺少显卡支持，没有运行gpu版本的docker.更改docker运行程序为nvidia-docker run即可正常运行。
原来的docker运行代码：

docker run --rm -ti \
--name local_lenny \
-p 6006:6006 \
-v /home/data_link2/comparison/Heterogeneous_CD/data:/storage/data \
-v /homedata_link2/comparison/Heterogeneous_CD/legacy/Deep_Image_Translation:/storage/src \
llu025/lenny:gpu \
/bin/bash

修改后的docker运行代码：

nvidia-docker run --rm -ti \
--name local_lenny \
-p 6006:6006 \
-v /home/data_link2/comparison/Heterogeneous_CD/data:/storage/data \
-v /homedata_link2/comparison/Heterogeneous_CD/legacy/Deep_Image_Translation:/storage/src \
llu025/lenny:gpu \
/bin/bash