Create HPC Pack Linux RDMA Cluster in Azure

發行項
06/13/2022

Deploy a cluster with ARM Template

Use Single head node cluster for Linux workloads to deploy the cluster

Notice that Compute Node Image should be ones with suffix HPC, and Compute Node VM Size should be Standard_H16r or Standard_H16mr in H-series so that the cluster could be RDMA-capable.

Run Intel MPI Benchmark Pingpong

Log on head node hpc6267 and take nodes online

Submit a job to run MPI Pingpong among Linux compute nodes

job submit /numnodes:2 "source /opt/intel/impi/`ls /opt/intel/impi`/bin64/mpivars.sh && mpirun -env I_MPI_FABRICS=shm:dapl -env I_MPI_DAPL_PROVIDER=ofa-v2-ib0 -env I_MPI_DYNAMIC_CONNECTION=0 -env I_MPI_FALLBACK_DEVICE=0 -f $CCP_MPI_HOSTFILE -ppn 1 IMB-MPI1 pingpong | tail -n30"

The host file or machine file for MPI task is generated automatically
- Environment variable $CCP_MPI_HOSTFILE could be used in task command to get the file name
- Environment variable $CCP_MPI_HOSTFILE_FORMAT could be set to specify the format of host file or machine file
  - The default host file format is like:
```
nodename1
nodename2
…
nodenameN
```
  - When $CCP_MPI_HOSTFILE_FORMAT=1, the format is like:
```
nodename1:4
nodename2:4
…
nodenameN:4
```
  - When $CCP_MPI_HOSTFILE_FORMAT=2, the format is like:
```
nodename1 slots=4
nodename2 slots=4
…
nodenameN slots=4
```
  - When $CCP_MPI_HOSTFILE_FORMAT=3, the format is like:
```
nodename1 4
nodename2 4
…
nodenameN 4
```
Check task result in HPC Pack 2016 Cluster Manager

Run OpenFOAM workload

Download and install Intel MPI

Intel MPI is already installed in the Linux image CentOS_7.4_HPC, but a newer version is needed for building OpenFOAM, which can be downloaded from Intel MPI library

Download and silently install Intel MPI with clusrun

clusrun /nodegroup:LinuxNodes /interleaved "wget https://registrationcenter-download.intel.com/akdlm/irc_nas/tec/13063/l_mpi_2018.3.222.tgz && tar -zxvf l_mpi_2018.3.222.tgz && sed -i -e 's/ACCEPT_EULA=decline/ACCEPT_EULA=accept/g' ./l_mpi_2018.3.222/silent.cfg && ./l_mpi_2018.3.222/install.sh --silent ./l_mpi_2018.3.222/silent.cfg"

Download and compile OpenFOAM

OpenFOAM packages could be downloaded from OpenFOAM download page
Before building OpenFOAM, we need to install zlib-devel and Development Tools on Linux compute nodes(CentOS), to change the value of variable WM_MPLIB from SYSTEMOPENMPI to INTELMPI in OpenFOAM environment settings file bashrc, and to source the Intel MPI environment settings file mpivars.sh and OpenFOAM environment settings file bashrc
Optionally, environment variable WM_NCOMPPROCS could be set to specify how many processors to use for compiling OpenFoam, which could accelerate the compilation

Use clusrun to achieve all above

clusrun /nodegroup:LinuxNodes /interleaved "yum install -y zlib-devel && yum groupinstall -y 'Development Tools' && wget https://sourceforge.net/projects/openfoamplus/files/v1806/ThirdParty-v1806.tgz && wget https://sourceforge.net/projects/openfoamplus/files/v1806/OpenFOAM-v1806.tgz && mkdir /opt/OpenFOAM && tar -xzf OpenFOAM-v1806.tgz -C /opt/OpenFOAM && tar -xzf ThirdParty-v1806.tgz -C /opt/OpenFOAM && cd /opt/OpenFOAM/OpenFOAM-v1806/ && sed -i -e 's/WM_MPLIB=SYSTEMOPENMPI/WM_MPLIB=INTELMPI/g' ./etc/bashrc && source /opt/intel/impi/2018.3.222/bin64/mpivars.sh && source ./etc/bashrc && export WM_NCOMPPROCS=$((`grep -c ^processor /proc/cpuinfo`-1)) && ./Allwmake"

Create a folder named openfoam on head node and share it to Everyone with Read/Write permission

Create directory /openfoam and mount the share on Linux compute nodes with clusrun

clusrun /nodegroup:LinuxNodes "mkdir /openfoam && mount -t cifs //hpc6267/openfoam /openfoam -o vers=2.1,username=hpcadmin,dir_mode=0777,file_mode=0777,password='********'"

Remember to replace the username and password in above code when copying.

Prepare the environment setting file for running MPI tasks

Create file settings.sh in the share with code:

#!/bin/bash
# impi
source /opt/intel/impi/2018.3.222/bin64/mpivars.sh
export MPI_ROOT=$I_MPI_ROOT
export I_MPI_FABRICS=shm:dapl
export I_MPI_DAPL_PROVIDER=ofa-v2-ib0
export I_MPI_DYNAMIC_CONNECTION=0
# openfoam
source /opt/OpenFOAM/OpenFOAM-v1806/etc/bashrc

Be care of the line endings if the file is edited on head node, which should be \n rather than \r\n

Prepare sample data for OpenFOAM job

Copy the sample sloshingTank3D in OpenFOAM tutorials directory to the share openfoam
Optionally, modify the value of deltaT from 0.05 to 0.5 and the value of writeInterval from 0.05 to 0.5 in /openfoam/sloshingTank3D/system/controlDict to accelerate data processing

Modify the file /openfoam/sloshingTank3D/system/decomposeParDict in terms of the core number to use, more refer to OpenFOAM User Guide: 3.4 Running applications in parallel

/*--------------------------------*- C++ -*----------------------------------*\
| =========                 |                                                 |
| \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox           |
|  \\    /   O peration     | Version:  v1806                                 |
|   \\  /    A nd           | Web:      www.OpenFOAM.com                      |
|    \\/     M anipulation  |                                                 |
\*---------------------------------------------------------------------------*/
FoamFile
{
    version     2.0;
    format      ascii;
    class       dictionary;
    object      decomposeParDict;
}
// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //

numberOfSubdomains 32;

method          hierarchical;

coeffs
{
    n           (1 1 32);
    //delta       0.001; // default=0.001
    //order       xyz;   // default=xzy
}

distributed     no;

roots           ( );

// ************************************************************************* //

Prepare sample data in /openfoam/sloshingTank3D. Below code could be used when performing it manually on Linux compute node:

cd /openfoam/sloshingTank3D
source /openfoam/settings.sh
source /home/hpcadmin/OpenFOAM/OpenFOAM-v1806/bin/tools/RunFunctions
m4 ./system/blockMeshDict.m4 > ./system/blockMeshDict
runApplication blockMesh
cp ./0/alpha.water.orig ./0/alpha.water
runApplication setFields

Submit a job to achieve all above

set CORE_NUMBER=32
job submit "cp -r /opt/OpenFOAM/OpenFOAM-v1806/tutorials/multiphase/interFoam/laminar/sloshingTank3D /openfoam/ && sed -i 's/deltaT          0.05;/deltaT          0.5;/g' /openfoam/sloshingTank3D/system/controlDict &&  sed -i 's/writeInterval   0.05;/writeInterval   0.5;/g' /openfoam/sloshingTank3D/system/controlDict && sed -i 's/numberOfSubdomains 16;/numberOfSubdomains %CORE_NUMBER%;/g' /openfoam/sloshingTank3D/system/decomposeParDict && sed -i 's/n           (4 2 2);/n           (1 1 %CORE_NUMBER%);/g' /openfoam/sloshingTank3D/system/decomposeParDict && cd /openfoam/sloshingTank3D/ && m4 ./system/blockMeshDict.m4 > ./system/blockMeshDict && source /opt/OpenFOAM/OpenFOAM-v1806/bin/tools/RunFunctions && source /opt/OpenFOAM/OpenFOAM-v1806/etc/bashrc && runApplication blockMesh && cp ./0/alpha.water.orig ./0/alpha.water && runApplication setFields"

Create job containing MPI tasks to process date

Create a job and add 4 tasks with dependence

Task name	Dependent task	Cores	Command	Environment variable
task1	N/A	1	source /openfoam/settings.sh && decomposePar -force	N/A
task2	task1	32	source /openfoam/settings.sh && mpirun -machinefile $CCP_MPI_HOSTFILE interFoam -parallel	CCP_MPI_HOSTFILE_FORMAT=1
task3	task2	1	source /openfoam/settings.sh && reconstructPar	N/A
task4	task3	32	source /openfoam/settings.sh && mpirun -machinefile $CCP_MPI_HOSTFILE foamToEnsight -parallel	CCP_MPI_HOSTFILE_FORMAT=1

Set the working directory to /openfoam/sloshingTank3D and standard output to ${CCP_JOBID}.${CCP_TASKID}.log of each task

Achieve all above with commands:

set CORE_NUMBER=32
job new
job add !! /workdir:/openfoam/sloshingTank3D /name:task1 /stdout:${CCP_JOBID}.${CCP_TASKID}.log "source /openfoam/settings.sh && decomposePar -force"
job add !! /workdir:/openfoam/sloshingTank3D /name:task2 /stdout:${CCP_JOBID}.${CCP_TASKID}.log /depend:task1 /numcores:%CORE_NUMBER% /env:CCP_MPI_HOSTFILE_FORMAT=1 "source /openfoam/settings.sh && mpirun -machinefile $CCP_MPI_HOSTFILE interFoam -parallel"
job add !! /workdir:/openfoam/sloshingTank3D /name:task3 /stdout:${CCP_JOBID}.${CCP_TASKID}.log /depend:task2 "source /openfoam/settings.sh && reconstructPar"
job add !! /workdir:/openfoam/sloshingTank3D /name:task4 /stdout:${CCP_JOBID}.${CCP_TASKID}.log /depend:task3 /numcores:%CORE_NUMBER% /env:CCP_MPI_HOSTFILE_FORMAT=1 "source /openfoam/settings.sh && mpirun -machinefile $CCP_MPI_HOSTFILE foamToEnsight -parallel"
job submit /id:!!

Get result

Check job result in HPC Pack 2016 Cluster Manager
The result of sample sloshingTank3D is generated as file \\hpc6267\openfoam\sloshingTank3D\EnSight\sloshingTank3D.case, which could be viewed by Ensight

共用方式為

Create HPC Pack Linux RDMA Cluster in Azure

Deploy a cluster with ARM Template

Run Intel MPI Benchmark Pingpong

Run OpenFOAM workload

Download and install Intel MPI

Download and compile OpenFOAM

Prepare the environment setting file for running MPI tasks

Prepare sample data for OpenFOAM job

Create job containing MPI tasks to process date

Get result

其他資源

共用方式為

Create HPC Pack Linux RDMA Cluster in Azure

Deploy a cluster with ARM Template

Run Intel MPI Benchmark Pingpong

Run OpenFOAM workload

Download and install Intel MPI

Download and compile OpenFOAM

Create share in cluster

Prepare the environment setting file for running MPI tasks

Prepare sample data for OpenFOAM job

Create job containing MPI tasks to process date

Get result

其他資源