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tensorflow 环境变量设置方式

时间:2020-12-17 02:59:48 | 栏目:Python代码 | 点击:

安装TensorFlow后,在Python中输入 import tensorflow as tf 时 提示一下类似错误

ImportError: libcusolver.so.*.0: cannot open shared object file: No such file or directory

libcusolver.so..0 ( 代表某一版本)

解决办法:

1. 输入下面命令,查找libcusolver.so 相关文件的目录

locate libcusolver.so.9

2. 输入下面命令 , 将缺失文件的目录添加到环境变量中。

export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/local/cuda-9.0/lib64"

export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/local/cuda-8.0/lib64"

输入python , import tf 如果依然缺失文件,重复 1. 2.

然后

locate libcudnn.so.7

export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/opt/cudnn/cudnn-v7.0.5-for-cuda8.0/lib64"

export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/opt/cudnn/cudnn-v5.1/lib64"

最终,成功import tensorflow

如果需要长期保持环境变量有效,要在 .bashrc文件中添加环境变量,如下

# added by Anaconda3 installer
export PATH="/home/yourname/anaconda3/bin:$PATH" 
export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/local/cuda-8.0/lib64"
export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/opt/cudnn/cudnn-v5.1/lib64"

保存后激活 bashrc文件

source ~/.bashrc

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