Overview of the ARCHER2 system

Overview

Teaching: 30 min
Exercises: 15 min
Questions
  • What hardware and software is available on ARCHER2?

  • How does the hardware fit together?

Objectives
  • Gain an overview of the technology available on the ARCHER2 service.

Architecture

The ARCHER2 HPE Cray EX system consists of a number of different node types. The ones visible to users are:

All of the node types have the same processors: AMD EPYC Zen2 7742, 2.25GHz, 64-cores. All nodes are dual socket nodes so there are 128 cores per node.

/2021-11-29-ARCHER2-developers/ARCHER2%20architecture%20diagram
ARCHER2 architecture

Compute nodes

There are 5,860 compute nodes in total giving 748,544 compute cores on ARCHER2. There are 5,276 standard compute nodes with 256 GiB memory per node and 584 high memory compute nodes with 512 GiB of memory per node. All of the compute nodes are linked together using the high-performance Cray Slingshot interconnect.

Access to the compute nodes is controlled by the Slurm scheduling system which supports both batch jobs and interactive jobs.

Compute node summary (with comparison to ARCHER):

  ARCHER2 ARCHER
Processors 2x AMD EPYC Zen2 (Rome) 7742, 2.25 GHz, 64-core 2x Intel E5-2697 v2, 2.7 GHz, 12-core
Cores per node 128 24
NUMA 8 NUMA regions per node, 16 cores per NUMA region 2 NUMA regions per node, 12 cores per NUMA region
Memory Capacity 256/512 GB DDR 3200, 8 memory channels 64/128 GB DDR 1666, 4 memory channels
Memory Bandwidth >380 GB/s per node >119 GB/s per node
Interconnect Bandwidth 25 GB/s per node bi-directional 15 GB/s per node bi-directional

Storage

There are four different storage systems available on ARCHER2:

Home

The home file systems are available on the login nodes only and are designed for the storage of critical source code and data for ARCHER2 users. They are backed-up regularly offsite for disaster recovery purposes - restoration of accidentally deleted files is not supported. There is a total of 1 PB usable space available on the home file systems.

All users have their own directory on the home file systems at:

/home/<projectID>/<subprojectID>/<userID>

For example, if your username is auser and you are in the project ta043 then your home directory will be at:

/home/ta043/ta043/auser

Home file system and Home directory

A potential source of confusion is the distinction between the home file system which is the storage system on ARCHER2 used for critical data and your home directory which is a Linux concept of the directory that you are placed into when you first login, that is stored in the $HOME environment variable and that can be accessed with the cd ~ command.

You can view your home file system quota and use through SAFE. Use the Login account menu to select the account you want to see the information for. The account summary page will contain information on your home file system use and any quotas (user or project) that apply to that account. (SAFE home file system use data is updated daily so the information may not quite match the state of the system if a large change has happened recently. Quotas will be completely up to date as they are controlled by SAFE.)

Subprojects?

Some large projects may choose to split their resources into multiple subprojects. These subprojects will have identifiers prepended with the main project ID. For example, the rse subgroup of the ta043 project would have the ID ta043-rse. If the main project has allocated storage quotas to the subproject the directories for this storage will be found at, for example:

/home/ta043/ta043-rse/auser

Your Linux home directory will generally not be changed when you are made a member of a subproject so you must change directories manually (or change the ownership of files) to make use of this different storage quota allocation.

Work

The work file systems, which are available on the login, compute and data analysis nodes, are designed for high performance parallel access and are the primary location that jobs running on the compute nodes will read data from and write data to. They are based on the Lustre parallel file system technology. The work file systems are not backed up in any way. There is a total of 14.5 PB usable space available on the work file systems.

All users have their own directory on the work file systems at:

/work/<projectID>/<subprojectID>/<userID>

For example, if your username is auser and you are in the project ta043 then your main home directory will be at:

/work/ta043/ta043/auser

Jobs can’t see your data?

If your jobs are having trouble accessing your data make sure you have placed it on Work rather than Home. Remember, the home file systems are not visible from the compute nodes.

You can view your work file system use and quota through SAFE in the same way as described for the home file system above. If you want more up to date information, you can query the quotas and use directly on ARCHER2 itself using the lfs quota command. For example, to query your project quota on the work file system you could use:

lfs quota -hg ta043 /work
Disk quotas for group ta043 (gid 1001):
     Filesystem    used   quota   limit   grace   files   quota   limit   grace
           /work  17.24T      0k  21.95T       - 6275076       0 10000000       -

(Remember to replace ta043 with your project code.) The used column shows how much space the whole project is using and the limit column shows how much quota is available for the project. You can show your own user’s use and quota with:

lfs quota -hu auser /work
Disk quotas for user auser (uid 5496):
     Filesystem    used   quota   limit   grace   files   quota   limit   grace
           /work  8.526T      0k      0k       -  764227       0       0       -

A limit of 0k here shows that no user quota is in place (but you are still bound by an overall project quota in this case.)

Solid State

The solid state storage system is available on the compute nodes and is designed for the highest read and write performance to improve performance of workloads that are I/O bound in some way. Access to solid state storage resources is controlled through the Slurm scheduling system. The solid state storage is not backed up in any way. There is a total of 1.1 PB usable space available on the solid state storage system.

Data on the solid state storage is transient so all data you require before a job starts or after a job finishes must be staged on to or off of the solid state storage. We discuss how this works in the Scheduler episode later.

RDFaaS

If you had data on the /epsrc or /general file systems on the RDF, you will be able to access this on ARCHER2 via the RDFaaS (RDF as a Service). The directory structure is the same as on the home and work file systems, so an RDF user named auser in the e05 project would find their data on the RDFaaS at

/epsrc/e05/e05/auser

Data on the RDFaaS is only visible on the login nodes, so should be copied to work before use in jobs.

Sharing data with other users

Both the home and work file systems have special directories that allow you to share data with other users. There are directories that allow you to share data only with other users in the same project and directories that allow you to share data with users in other projects.

To share data with users in the same project you use the /work/ta043/ta043/shared directory (remember to replace ta043 with your project ID) and make sure the permissions on the directory are correctly set to allow sharing in the project:

auser@ln01:~> mkdir /work/ta043/ta043/shared/interesting-data
auser@ln01:~> cp -r modelling-output /work/ta043/ta043/shared/interesting-data/
auser@ln01:~> chmod -R g+rX,o-rwx /work/ta043/ta043/shared/interesting-data
auser@ln01:~> ls -l /work/ta043/ta043/shared
total 150372

...snip...

drwxr-s---  2 auser  z01      4096 Jul 20 12:09 interesting-data

..snip...

To share data with users in other projects, you use the /work/ta043/shared directory (remember to replace ta043 with your project ID) and make sure the permissions on the directory are correctly set to allow sharing with all other users:

auser@ln01:~> mkdir /work/ta043/shared/more-interesting-data
auser@ln01:~> cp -r more-modelling-output /work/ta043/shared/more-interesting-data/
auser@ln01:~> chmod -R go+rX /work/ta043/shared/more-interesting-data
auser@ln01:~> ls -l /work/ta043/ta043/shared
total 150372

...snip...

drwxr-sr-x  2 auser  z01      4096 Jul 20 12:09 more-interesting-data

...snip...

Remember, equivalent sharing directories exist on the home file system that you can use in exactly the same way.

System software

The ARCHER2 system runs the Cray Linux Environment which is based on SUSE Enterprise Linux. The service officially supports the bash shell for interactive access, shell scripting and job submission scripts. The scheduling software is Slurm.

As well as the hardware and system software, HPE Cray supply the Cray Programming Environment which contains:

Compilers GCC, Cray Compilers (CCE), AMD Compilers (AOCC)
Parallel libraries Cray MPI (MPICH2-based), OpenSHMEM, Global Arrays
Scientific and numerical libraries BLAS/LAPACK/BLACS/ScaLAPACK (Cray LibSci, AMD AOCL), FFTW3, HDF5, NetCDF
Debugging and profiling tools gdb4hpc, valgrind4hpc, CrayPAT + others
Optimised Python 3 environment numpy, scipy, mpi4py, dask
Optimised R environment standard packages (including “parallel”)

The largest differences from ARCHER are:

On top of the Cray-provided software, the EPCC ARCHER2 CSE service have installed a wide range of modelling and simulation software, additional scientific and numeric libraries, data analysis tools and other useful software. Some examples of the software installed are:

Research area Software
Materials and molecular modelling CASTEP, ChemShell, CP2K, Elk, LAMMPS, NWChem, ONETEP, Quantum Espresso, VASP
Engineering Code_Saturne, FEniCS, OpenFOAM
Biomolecular modelling GROMACS, NAMD
Earth system modelling MITgcm, Met Office UM, Met Office LFRic, NEMO
Scientific libraries ARPACK, Boost, Eigen, ELPA, GSL, HYPRE, METIS, MUMPS, ParaFEM, ParMETIS, PETSc, Scotch, SLEPC, SUNDIALS, Zoltan
Software tools CDO, CGNS, NCL, NCO, Paraview, PLUMED, PyTorch, Tensorflow, VMD, VTST

Licensed software

For licensed software installed on ARCHER2, users are expected to bring their own licences to the service with them. The ARCHER2 service does not provide software licences for use by users. Access to licensed software is available via three different mechnisms:

  • Access control groups - for software that does not support a licence server
  • Local licence server - for software that requires a licence server running on the ARCHER2 system
  • Remote licence server - to allow software to call out to a publicly-accessible licence server

More information on the software available on ARCHER2 can be found in the ARCHER2 Documentation.

ARCHER2 also supports the use of Singularity containers for single-node and multi-node jobs.

What about your research?

Speak to your neighbour about your planned use of ARCHER2. Given what you now know about the system, what do you think the biggest opportunities are for your research in using ARCHER2? What do you think the largest challenges are going to be for you?

Write a few sentences in the course Etherpad describing the opportunities and challenges you discussed.

Key Points

  • ARCHER2 consists of high performance login nodes, compute nodes, storage systems and interconnect.

  • There is a wide range of software available on ARCHER2.

  • The system is based on standard Linux with command line access.