Overview of the ARCHER2 system
Overview
Teaching: 30 min
Exercises: 15 minQuestions
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:
- Login nodes
- Compute nodes
- Data analysis (pre-/post- processing) nodes
All of the node types have the same processors: AMD EPYCTM 7742, 2.25GHz, 64-cores. All nodes are dual socket nodes so there are 128 cores per node.
Compute nodes
There are 5,860 compute nodes in total, giving 750,080 compute cores on the full ARCHER2 system. Most of these (5,276 nodes) have 256 GiB memory per node, a smaller number (584 nodes) have 512 GiB memory per node. All of the compute nodes are linked together using the high-performance HPE 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:
ARCHER2 | |
---|---|
Processors | 2x AMD EPYC Zen2 (Rome) 7742, 2.25 GHz, 64-core |
Cores per node | 128 |
NUMA | 8 NUMA regions per node, 16 cores per NUMA region |
Memory Capacity | 256/512 GB DDR 3200, 8 memory channels |
Memory Bandwidth | >380 GB/s per node |
Interconnect Bandwidth | 25 GB/s per node bi-directional |
Storage
There are three different storage systems available on the current ARCHER2 service:
- Home file systems
- Work file systems
- RDF as a Service (RDFaaS)
Home
The home file systems are available on the login and data analysis nodes 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 and support recovery of data that has been deleted by accident. 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 t01
then your home
directory will be at:
/home/t01/t01/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 thecd ~
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 thet01
project would have the IDt01-rse
. If the main project has allocated storage quotas to the subproject the directories for this storage will be found at, for example:/home/t01/t01-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.
Restoring data from backups
The home file systems are fully backed up. Full snapshots are taken weekly (for each of the past two weeks), daily (for each of the past two days) and hourly (for each of the last 6 hours). You can access the snapshots at the
/home1/.snapshot
,/home2/.snapshot
,/home3/.snapshot
and/home4/.snapshot
directories depending on which of the file systems you have your home directories on. You can find out which file system your home directory is on with the command:readlink -f $HOME
Work
The work file systems, which are available on the login, data analysis and compute 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 10.8 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 t01
then your main home
directory will be at:
/work/t01/t01/auser
Jobs can’t see your data?
If your jobs are having trouble accessing your data make sure you have placed it on the work file systems rather than the home file systems. 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:
cd /work/t01/t01/auser
lfs quota -hp $(id -g) .
Disk quotas for prj 1009 (pid 1009):
Filesystem used quota limit grace files quota limit grace
. 2.905G 0k 0k - 25300 0 0 -
pid 1009 is using default block quota setting
pid 1009 is using default file quota setting
(Remember to replace t01
with your project code and auser
with your username.) 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/t01
Disk quotas for user auser (uid 5496):
Filesystem used quota limit grace files quota limit grace
/fs3 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.)
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/t01/t01/shared
directory
(remember to replace t01
with your project ID) and make sure the permissions on the
directory are correctly set to allow sharing in the project:
auser@uan01:~> mkdir /work/t01/t01/shared/interesting-data
auser@uan01:~> cp -r modelling-output /work/t01/t01/shared/interesting-data/
auser@uan01:~> chmod -R g+rX,o-rwx /work/t01/t01/shared/interesting-data
auser@uan01:~> ls -l /work/t01/t01/shared
total 150372
...snip...
drwxr-s--- 2 auser t01 4096 Jul 20 12:09 interesting-data
..snip...
To share data with users in other projects, you use the /work/t01/shared
directory
(remember to replace t01
with your project ID) and make sure the permissions on the
directory are correctly set to allow sharing with all other users:
auser@uan01:~> mkdir /work/t01/shared/more-interesting-data
auser@uan01:~> cp -r more-modelling-output /work/t01/shared/more-interesting-data/
auser@uan01:~> chmod -R go+rX /work/t01/shared/more-interesting-data
auser@uan01:~> ls -l /work/t01/shared
total 150372
...snip...
drwxr-sr-x 2 auser t01 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 * HPE 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 supply the HPE Cray Programming Environment which contains:
Compilers | GCC, HPE Cray Compilers (CCE), AMD Compilers (AOCC) |
Parallel libraries | MPE Cray MPI (MPICH2-based), OpenSHMEM, Global Arrays |
Scientific and numerical libraries | BLAS/LAPACK/BLACS/ScaLAPACK (HPE Cray LibSci), 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:
- Addition of optimised Python 3 and R environments
- Lack of Intel compilers
On top of the HPE-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, CP2K, Elk, LAMMPS, NWChem, ONETEP, Quantum Espresso, VASP |
Engineering | Code Saturne, OpenFOAM |
Biomolecular modelling | GROMACS, NAMD |
Earth system modelling | MITgcm, Met Office UM, NEMO |
Scientific libraries | ARPACK, Boost, Eigen, GSL, HYPRE, METIS, MUMPS, ParaFEM, ParMETIS, PETSc, Scotch, SLEPC, SUNDIALS, Zoltan |
Software tools | CDO, CGNS, NCL, NCO, Paraview, PLUMED, PyTorch, Tensorflow, VMD |
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.
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.
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.