Linux MPI集群配置

参考文档:Linux下MPI并行编程环境搭建配置

MPI是一种并行计算架构,MPICH是MPI的一种实现,本集群使用虚拟机安装,操作系统是ubuntu14.04,使用三台机器,用户名都是ubuntu,机器名分别是ub0, ub1, ub2

  • 安装MPICH
    1. $ tar -xzvf soft/mpich-3.0.4.tar.gz
      $ cd mpich-3.0.4/
      $ ./configure --prefix=/usr/local/mpich
      $ make && sudo make install

      安装后加入环境变量到/etc/profile文件,并执行 source /etc/profile,追加内容到/etc/profile

    2. PATH=$PATH:/usr/local/mpich/bin
      MANPATH=$MANPATH:/usr/local/mpich/man
      export PATH MANPATH
  • 单节点测试
    • 复制源代码包下的examples目录到安装目录下
    1. cp -r examples/ /usr/local/mpich

      执行

      mpirun -np 10 ./examples/cpi

      输出结果如下:

    2. Process 0 of 10 is on ub0
      Process 9 of 10 is on ub0
      Process 1 of 10 is on ub0
      Process 4 of 10 is on ub0
      Process 5 of 10 is on ub0
      Process 7 of 10 is on ub0
      Process 2 of 10 is on ub0
      Process 3 of 10 is on ub0
      Process 6 of 10 is on ub0
      Process 8 of 10 is on ub0
      
      pi is approximately 3.1415926544231256, Error is 0.0000000008333325
      wall clock time = 0.020644
  • 集群配置
    • 需要先配置ssh免密码登录,把ub0(机器名)当作master node,也即主节点,其他是slave node,也即从节点。配置免密码ssh登录的步骤
      • 你需要把主节点的公钥分别发送给从节点,这样主节点登录从节点才是可信任的,就不用密码,以配置ub0的公钥给ub1为例
      • ub0产生公钥
      • $ ssh-keygen -t rsa

        一路enter就行了

      • 把ub0的/home/ubuntu/.ssh/id_rsa.pub 发送到ub1的/home/ubuntu/.ssh/下,如果没有/home/ubuntu/.ssh/就mkdir .ssh
      • 在ub1的/home/ubuntu/.ssh/下执行
      • $ cat id_rsa.pub >> authorized_keys
      • 尝试ub0 ssh到ub1试试,看看是否成功设置无密码登录,如果成功,就继续下一个节点吧
    • 复制编译程序到其他机器上面,这样就不用在其他机器上进行源码编译mpich,节省了时间
    1. scp -r mpich ub1:/usr/local/
      scp -r mpich ub2:/usr/local/
    • 在ub0, ub1, ub2的/etc/hosts上追加
    • 192.168.0.2 ub0
      192.168.0.3 ub1
      192.168.0.4 ub2

      注意,三台机器的/etc/hosts都要追加

    • 把主节点的/usr/local/mpich/example/cpi这个计算圆周率的可执行文件复制到/home/ubuntu目录下,并且发送到ub1和ub2的/home/ubuntu目录
    • 在主节点的/home/ubuntu目录下增加servers文件,记录集群的机器名和对应的进程数
    • ub0:2
      ub1:2
      ub2:2
    • 在ub0的/home/ubuntu目录下执行
    • $ mpiexec -n 10 -f servers ./cpi

      你就可以看到下面的结果

    • Process 0 of 10 is on ub0
      Process 1 of 10 is on ub1
      Process 4 of 10 is on ub0
      Process 5 of 10 is on ub2
      Process 6 of 10 is on ub1
      Process 7 of 10 is on ub2
      Process 8 of 10 is on ub0
      Process 9 of 10 is on ub1
      Process 2 of 10 is on ub2
      Process 3 of 10 is on ub1
      pi is approximately 3.1415926544231256, Error is 0.0000000008333325
      wall clock time = 0.018768
原文地址:https://www.cnblogs.com/goingmyway/p/5296002.html