在Centos下安装tensorflow,CentOS 7 没什么问题,直接 pip3 install tensorflow 就OK,CentOS 6.X就问题比较多了,在linux下 pip3 install tensorflow 后进入 python3 import tensorflow 报的一些错误在此记录下:
一、
报错:ImportError: /lib64/libc.so.6: version `GLIBC_2.17' not found
这时候需要安装GLIBC 2.17版本,网上介绍的命令没跑通,如
wget https://ftp.gnu.org/gnu/glibc/glibc-2.17.tar.gz
tar -xvf glibc-2.17.tar.gz
cd glibc-2.17
mkdir build
cd build
../configure --prefix=/opt/glibc-2.17
make && make install
报错:Error: `_obstack@GLIBC_2.2.5' can't be versioned to common symbol '_obstack_compat'
试了很多次都没成功,考虑升级glibc到2.17,参考博客:https://www.cnblogs.com/dpf-learn/p/8763696.html
wget http://copr-be.cloud.fedoraproject.org/results/mosquito/myrepo-el6/epel-6-x86_64/glibc-2.17-55.fc20/glibc-utils-2.17-55.el6.x86_64.rpm
wget http://copr-be.cloud.fedoraproject.org/results/mosquito/myrepo-el6/epel-6-x86_64/glibc-2.17-55.fc20/glibc-static-2.17-55.el6.x86_64.rpm
wget http://copr-be.cloud.fedoraproject.org/results/mosquito/myrepo-el6/epel-6-x86_64/glibc-2.17-55.fc20/glibc-2.17-55.el6.x86_64.rpm
sudo rpm -Uvh *-2.17-55.el6.x86_64.rpm --force --nodeps
strings /lib64/libc.so.6 |grep GLIBC #查看已有glibc版本
或者 opt/glibc-2.17/etc/ld.so.conf: No such file or directory
是缺少必要的编译文件ld.so.conf
find / -name "ld.so.conf"
cp /etc/ld.so.conf /opt/glibc-2.17/etc/
二、
报错ImportError: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.15' not found
yum install gcc
updatedb #更新索引数据库
locate libstdc++.so.6 #查看libstdc++位置
cp /home/seng/anaconda3/lib/libstdc++.so.6 /usr/lib64/libstdc++.so.6 #复制最新的libstdc++到lib64
三、
如报错:ImportError:/usr/lib64/libstdc++.so.6: version `CXXABI_1.3.7' not found,libstdc++.so.6没有链接到最新的CXXABI,重新安装下gcc,再复制最新的
libstdc++到lib64;或网上下载文件libstdc++.so.6.0.22也可解决
strings /usr/lib64/libstdc++.so.6 | grep 'CXXABI' 查看动态库CXXABI版本
cp libstdc++.so.6.0.22 /usr/lib64/ #下载的libstdc++.so.6.0.22复制下
rm -rf libstdc++.so.6
ln -s libstdc++.so.6.0.22 libstdc++.so.6
参考资料:https://blog.csdn.net/yemazhuxing/article/details/80399595
四、
报错:/lib64/libc.so.6: version `GLIBC_2.18' not found
wget http://ftp.gnu.org/gnu/glibc/glibc-2.18.tar.gz
tar zxf glibc-2.18.tar.gz cd glibc-2.18/
mkdir build cd build/
../configure --prefix=/usr
make -j2 && make install
五、
报错:FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.
pip3 install -U h5py
六、
报错:RuntimeWarning: compiletime version 3.5 of module 'tensorflow.python.framework.fast_tensor_util' does not match runtime version 3.6
去官网找对应版本:https://pypi.org/project/tensorflow/#files
pip3 uninstall tensorflow
pip3 install tensorflow==1.11.0
目前centos 6.X 使用tensorflow就碰到这些问题,解决后初步使用没什么问题