Pettum是一个新的分布式机器学习平台,现在写的一篇论文需要与其进行对比,故需安装之
官网上给出了在Ubuntu上的安装方法,但是实验室里的环境是CentOS(版本还比较老),我找到了Petuum所有需要的apt包对应的yum包,另外官网安装Instruction中有一句是错的:
git clone https://github.com/petuum/third_party.git third_party_heavy
应为:
git clone https://github.com/petuum/third_party.git third_party
此外CentOS上gcc,g++版本较老,可能不支持c++11,我更新了centos的编译器,并且临时添加到环境变量中,不对其他用户造成影响。
现给出我使用的命令,复制进bash应该可以无需手动操作,一路安装到底
mkdir petuum cd petuum git clone -b stable https://github.com/petuum/bosen.git git clone https://github.com/petuum/strads.git cd bosen git clone https://github.com/petuum/third_party.git third_party cd .. wget http://people.centos.org/tru/devtools-2/devtools-2.repo -O /etc/yum.repos.d/devtools-2.repo yum install -y devtoolset-2-gcc devtoolset-2-binutils devtoolset-2-gcc-c++ export PATH=/opt/rh/devtoolset-2/root/usr/bin/:$PATH yum install -y gcc-c++ make autoconf git libtool libuuid-devel.x86_64 openssh-server cmake openmpi openmpi-devel openssl-devel numactl-devel python-devel numpy scipy python-yaml protobuf-compiler subversion libxml2-devel libxslt-devel zlib zlib-devel bzip2-devel bzip2 libghc6-zlib-devel cd strads make -j16 cd ../bosen/third_party make -j16 cd ../../bosen echo y|cp defns.mk.template defns.mk make -j16 cd ..