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orterun, mpirun, mpiexec - Execute serial and parallel jobs
in Open MPI.
Note: mpirun, mpiexec, and orterun are all synonyms for each
other. Using any of the names will produce the same behavior.
Single Process Multiple Data (SPMD) Model:
mpirun [ options ] <program>
[ <args> ]
Multiple Instruction Multiple Data (MIMD) Model:
mpirun [ global_options
] [ local_options1 ]
<program1> [ <args1> ] : [ local_options2 ]
<program2> [ <args2> ] : ... :
[ local_optionsN ]
<programN> [ <argsN> ]
Note that in both models, invoking mpirun via an absolute
path name is equivalent to specifying the --prefix option with a <dir> value
equivalent to the directory where mpirun resides, minus its last subdirectory.
% /usr/local/bin/mpirun ...
is equivalent to
% mpirun --prefix /usr/local
If you are simply looking for how to run an MPI application,
you probably want to use a command line of the following form:
[ -np X ] [ --hostfile <filename> ] <program>
This will run X copies of <program> in your current run-time environment
(if running under a supported resource manager, Open MPI’s mpirun will usually
automatically use the corresponding resource manager process starter, as
opposed to, for example, rsh or ssh, which require the use of a hostfile,
or will default to running all X copies on the localhost), scheduling (by
default) in a round-robin fashion by CPU slot. See the rest of this page
for more details.
mpirun will send the name of the directory
where it was invoked on the local node to each of the remote nodes, and
attempt to change to that directory. See the "Current Working Directory"
section below for further details.
- The program executable. This
is identified as the first non-recognized argument to mpirun.
these run-time arguments to every new process. These must always be the
last arguments to mpirun. If an app context file is used, <args> will be ignored.
- -h, --help
- Display help for this command
- -q, --quiet
- Suppress informative
messages from orterun during application execution.
- -v, --verbose
- Be verbose
- -V, --version
- Print version number. If no other arguments are given, this
will also cause orterun to exit.
To specify which hosts (nodes) of the
cluster to run on:
- -H, -host, --host <host1,host2,...,hostN>
- List of hosts on
which to invoke processes.
- -hostfile, --hostfile <hostfile>
- Provide a hostfile
- -machinefile, --machinefile <machinefile>
- Synonym for -hostfile.
To specify the number of processes to launch:
- -c, -n, --n, -np <#>
- Run this
many copies of the program on the given nodes. This option indicates that
the specified file is an executable program and not an application context.
If no value is provided for the number of copies to execute (i.e., neither
the "-np" nor its synonyms are provided on the command line), Open MPI will
automatically execute a copy of the program on each process slot (see below
for description of a "process slot"). This feature, however, can only be
used in the SPMD model and will return an error (without beginning execution
of the application) otherwise.
- -npersocket, --npersocket <#persocket>
- On each
node, launch this many processes times the number of processor sockets
on the node. The -npersocket option also turns on the -bind-to-socket option.
(deprecated in favor of --map-by ppr:n:socket)
- -npernode, --npernode <#pernode>
- On each node, launch this many processes. (deprecated in favor of --map-by
- -pernode, --pernode
- On each node, launch one process -- equivalent
to -npernode 1. (deprecated in favor of --map-by ppr:1:node)
To map processes:
- --map-by <foo>
- Map to the specified object, defaults to socket. Supported options
include slot, hwthread, core, L1cache, L2cache, L3cache, socket, numa,
board, node, sequential, distance, and ppr. Any object can include modifiers
by adding a : and any combination of PE=n (bind n processing elements to
each proc), SPAN (load balance the processes across the allocation), OVERSUBSCRIBE
(allow more processes on a node than processing elements), and NOOVERSUBSCRIBE.
This includes PPR, where the pattern would be terminated by another colon
to separate it from the modifiers.
- -bycore, --bycore
- Map processes by core
(deprecated in favor of --map-by core)
- -bysocket, --bysocket
- Map processes by
socket (deprecated in favor of --map-by socket)
- -nolocal, --nolocal
- Do not run
any copies of the launched application on the same node as orterun is running.
This option will override listing the localhost with --host or any other
- -nooversubscribe, --nooversubscribe
- Do not oversubscribe
any nodes; error (without starting any processes) if the requested number
of processes would cause oversubscription. This option implicitly sets "max_slots"
equal to the "slots" value for each node.
- -bynode, --bynode
- Launch processes
one per node, cycling by node in a round-robin fashion. This spreads processes
evenly among nodes and assigns MPI_COMM_WORLD ranks in a round-robin, "by
To order processes’ ranks in MPI_COMM_WORLD:
- --rank-by <foo>
- Rank in round-robin fashion according to the specified object, defaults
to slot. Supported options include slot, hwthread, core, socket, numa, board,
For process binding:
- --bind-to <foo>
- Bind processes to the specified
object, defaults to core. Supported options include slot, hwthread, core,
socket, numa, board, and none.
- -cpus-per-proc, --cpus-per-proc <#perproc>
- Bind each
process to the specified number of cpus. (deprecated in favor of --map-by <obj>:PE=n)
- -cpus-per-rank, --cpus-per-rank <#perrank>
- Alias for -cpus-per-proc. (deprecated in
favor of --map-by <obj>:PE=n)
- -bind-to-core, --bind-to-core
- Bind processes to cores
(deprecated in favor of --bind-to core)
- -bind-to-socket, --bind-to-socket
- Bind processes
to processor sockets (deprecated in favor of --bind-to socket)
- Do not bind processes (deprecated in favor of --bind-to none)
- -report-bindings, --report-bindings
- Report any bindings for launched processes.
- -slot-list, --slot-list <slots>
- List of processor IDs to be used for binding
MPI processes. The specified bindings will be applied to all MPI processes.
See explanation below for syntax.
- -rf, --rankfile <rankfile>
- Provide a rankfile file.
To manage standard I/O:
- -output-filename, --output-filename
- Redirect the stdout, stderr, and stddiag of all processes to a
process-unique version of the specified filename. Any directories in the
filename will automatically be created. Each output file will consist of
filename.id, where the id will be the processes’ rank in MPI_COMM_WORLD,
left-filled with zero’s for correct ordering in listings.
- -stdin, --stdin <rank>
- The MPI_COMM_WORLD rank of the process that is to receive stdin. The default
is to forward stdin to MPI_COMM_WORLD rank 0, but this option can be used
to forward stdin to any process. It is also acceptable to specify none,
indicating that no processes are to receive stdin.
- -tag-output, --tag-output
- Tag each line of output to stdout, stderr, and stddiag with [jobid, MCW_rank]<stdxxx>
indicating the process jobid and MPI_COMM_WORLD rank of the process that
generated the output, and the channel which generated it.
- Timestamp each line of output to stdout, stderr, and stddiag.
- -xml, --xml
- Provide all output to stdout, stderr, and stddiag in an xml
- -xterm, --xterm <ranks>
- Display the output from the processes identified
by their MPI_COMM_WORLD ranks in separate xterm windows. The ranks are specified
as a comma-separated list of ranges, with a -1 indicating all. A separate
window will be created for each specified process. Note: xterm will normally
terminate the window upon termination of the process running within it.
However, by adding a "!" to the end of the list of specified ranks, the
proper options will be provided to ensure that xterm keeps the window open
after the process terminates, thus allowing you to see the process’ output.
Each xterm window will subsequently need to be manually closed. Note: In
some environments, xterm may require that the executable be in the user’s
path, or be specified in absolute or relative terms. Thus, it may be necessary
to specify a local executable as "./foo" instead of just "foo". If xterm
fails to find the executable, mpirun will hang, but still respond correctly
to a ctrl-c. If this happens, please check that the executable is being specified
correctly and try again.
To manage files and runtime environment:
- -path, --path <path>
- <path> that will be used when attempting to locate the requested
executables. This is used prior to using the local PATH setting.
- Prefix directory that will be used to set the PATH and LD_LIBRARY_PATH
on the remote node before invoking Open MPI or the target process. See
the "Remote Execution" section, below.
- Copy the specified
executable(s) to remote machines prior to starting remote processes. The
executables will be copied to the Open MPI session directory and will be
deleted upon completion of the job.
- --preload-files <files>
- Preload the comma
separated list of files to the current working directory of the remote
machines where processes will be launched prior to starting those processes.
- --preload-files-dest-dir <path>
- The destination directory to be used for preload-files,
if other than the current working directory. By default, the absolute and
relative paths provided by --preload-files are used.
- --tmpdir <dir>
- Set the root
for the session directory tree for mpirun only.
- -wd <dir>
- Synonym for -wdir.
- -wdir <dir>
- Change to the directory <dir> before the user’s program executes.
See the "Current Working Directory" section for notes on relative paths.
Note: If the -wdir option appears both on the command line and in an application
context, the context will take precedence over the command line. Thus, if
the path to the desired wdir is different on the backend nodes, then it
must be specified as an absolute path that is correct for the backend node.
- -x <env>
- Export the specified environment variables to the remote nodes
before executing the program. Only one environment variable can be specified
per -x option. Existing environment variables can be specified or new variable
names specified with corresponding values. For example: % mpirun -x
DISPLAY -x OFILE=/tmp/out ...
The parser for the -x option is not very sophisticated; it does not even
understand quoted values. Users are advised to set variables in the environment,
and then use -x to export (not define) them.
Setting MCA parameters:
- -gmca, --gmca <key> <value>
- Pass global MCA parameters that are applicable to
all contexts. <key> is the parameter name; <value> is the parameter value.
- -mca, --mca <key> <value>
- Send arguments to various MCA modules. See the "MCA"
- -debug, --debug
- Invoke the user-level debugger
indicated by the orte_base_user_debugger MCA parameter.
- -debugger, --debugger
- Sequence of debuggers to search for when --debug is used (i.e. a synonym for
orte_base_user_debugger MCA parameter).
- -tv, --tv
- Launch processes under
the TotalView debugger. Deprecated backwards compatibility flag. Synonym
There are also other options:
- -aborted, --aborted <#>
- Set the
maximum number of aborted processes to display.
- --app <appfile>
- Provide an
appfile, ignoring all other command line options.
- -cf, --cartofile <cartofile>
- Provide a cartography file.
- Indicates that multiple app_contexts
are being provided that are a mix of 32/64-bit binaries.
- Do not detach OmpiRTE daemons used by this application.
This allows error messages from the daemons as well as the underlying environment
(e.g., when failing to launch a daemon) to be output.
- -ompi-server, --ompi-server
<uri or file>
- Specify the URI of the Open MPI server (or the mpirun to be
used as the server) , the name of the file (specified as file:filename)
that contains that info, or the PID (specified as pid:#) of the mpirun
to be used as the server.
The Open MPI server is used to support multi-application data exchange
via the MPI-2 MPI_Publish_name and MPI_Lookup_name functions.
- Print out mpirun’s PID during startup. The channel must
be either a ’-’ to indi cate that the pid is to be output to stdout, a ’+’ to
indicate that the pid is to be outp ut to stderr, or a filename to which
the pid is to be written.
- -report-uri, --report-uri <channel>
- Print out mpirun’s
URI during startup. The channel must be either a ’-’ to indi cate that the
URI is to be output to stdout, a ’+’ to indicate that the URI is to be outp
ut to stderr, or a filename to which the URI is to be written.
- Pause mpirun before launching the job until ompi-server is
detected. This is useful in scripts where ompi-server may be started in the
background, followed immediately by an mpirun command that wishes to connect
to it. Mpirun will pause until either the specified ompi-server is contacted
or the server-wait-time is exceeded.
- -server-wait-time, --server-wait-time <secs>
- The max amount of time (in seconds) mpirun should wait for the ompi-server
to start. The default is 10 seconds.
The following options are useful
for developers; they are not generally useful to most ORTE and/or MPI users:
- -d, --debug-devel
- Enable debugging of the OmpiRTE (the run-time layer in Open
MPI). This is not generally useful for most users.
debugging of any OmpiRTE daemons used by this application.
- Enable debugging of any OmpiRTE daemons used by this application, storing
output in files.
- -launch-agent, --launch-agent
- Name of the executable that
is to be used to start processes on the remote nodes. The default is "orted".
This option can be used to test new daemon concepts, or to pass options
back to the daemons without having mpirun itself see them. For example,
specifying a launch agent of orted -mca odls_base_verbose 5 allows the developer
to ask the orted for debugging output without clutter from mpirun itself.
- Disable the automatic --prefix behavior
There may be other options
listed with mpirun --help.
of mpirun starts an MPI application running under Open MPI. If the application
is single process multiple data (SPMD), the application can be specified
on the mpirun command line.
- The maximum
number of seconds that mpirun (mpiexec) will run. After this many seconds,
mpirun will abort the launched job and exit.
If the application is multiple instruction
multiple data (MIMD), comprising of multiple programs, the set of programs
and argument can be specified in one of two ways: Extended Command Line
Arguments, and Application Context.
An application context describes the
MIMD program set including all arguments in a separate file. This file
essentially contains multiple mpirun command lines, less the command name
itself. The ability to specify different options for different instantiations
of a program is another reason to use an application context.
line arguments allow for the description of the application layout on the
command line using colons (:) to separate the specification of programs
and arguments. Some options are globally set across all specified programs
(e.g. --hostfile), while others are specific to a single program (e.g. -np).
Host nodes can be identified on the mpirun command
line with the -host option or in a hostfile.
- mpirun -H aa,aa,bb
- launches two processes on node aa and one on bb.
Or, consider the
% cat myhostfile
Here, we list both the host names (aa, bb, and cc) but also how many
"slots" there are for each. Slots indicate how many processes can potentially
execute on a node. For best performance, the number of slots may be chosen
to be the number of cores on the node or the number of processor sockets.
If the hostfile does not provide slots information, a default of 1 is
assumed. When running under resource managers (e.g., SLURM, Torque, etc.),
Open MPI will obtain both the hostnames and the number of slots directly
from the resource manger.
As we have just seen, the number of processes to run
can be set using the hostfile. Other mechanisms exist.
- mpirun -hostfile myhostfile ./a.out
- will launch
two processes on each of the three nodes.
- mpirun -hostfile myhostfile -host
- will launch two processes, both on node aa.
- mpirun -hostfile myhostfile
-host dd ./a.out
- will find no hosts to run on and abort with an error. That
is, the specified host dd is not in the specified hostfile.
The number of processes
launched can be specified as a multiple of the number of nodes or processor
sockets available. For example,
- mpirun -H aa,bb -npersocket 2 ./a.out
processes 0-3 on node aa and process 4-7 on node bb, where aa and bb are
both dual-socket nodes. The -npersocket option also turns on the -bind-to-socket
option, which is discussed in a later section.
- mpirun -H aa,bb -npernode
- launches processes 0-1 on node aa and processes 2-3 on node bb.
-H aa,bb -npernode 1 ./a.out
- launches one process per host node.
- mpirun -H aa,bb
- is the same as -npernode 1.
Another alternative is to specify
the number of processes with the -np option. Consider now the hostfile
% cat myhostfile
The examples above
illustrate the default mapping of process processes to nodes. This mapping
can also be controlled with various mpirun options that describe mapping
- mpirun -hostfile myhostfile -np 6 ./a.out
- will launch processes 0-3
on node aa and processes 4-5 on node bb. The remaining slots in the hostfile
will not be used since the -np option indicated that only 6 processes should
Consider the same hostfile as above, again with -np 6:
node aa node bb node cc
mpirun 0 1 2 3 4 5
mpirun -bynode 0 3 1 4 2 5
mpirun -nolocal 0 1 2 3 4 5
The -bynode option does likewise but numbers the processes in "by node"
in a round-robin fashion.
The -nolocal option prevents any processes from
being mapped onto the local host (in this case node aa). While mpirun typically
consumes few system resources, -nolocal can be helpful for launching very
large jobs where mpirun may actually need to use noticeable amounts of
memory and/or processing time.
Just as -np can specify fewer processes than
there are slots, it can also oversubscribe the slots. For example, with
the same hostfile:
- mpirun -hostfile myhostfile -np 14 ./a.out
- will launch
processes 0-3 on node aa, 4-7 on bb, and 8-11 on cc. It will then add the
remaining two processes to whichever nodes it chooses.
One can also specify
limits to oversubscription. For example, with the same hostfile:
-hostfile myhostfile -np 14 -nooversubscribe ./a.out
- will produce an error since
-nooversubscribe prevents oversubscription.
Limits to oversubscription can
also be specified in the hostfile itself: % cat myhostfile
aa slots=4 max_slots=4
The max_slots field specifies such a limit. When it does, the slots value
defaults to the limit. Now:
- mpirun -hostfile myhostfile -np 14 ./a.out
the first 12 processes to be launched as before, but the remaining two
processes will be forced onto node cc. The other two nodes are protected
by the hostfile against oversubscription by this job.
Using the --nooversubscribe
option can be helpful since Open MPI currently does not get "max_slots"
values from the resource manager.
Of course, -np can also be used with the
-H or -host option. For example,
- mpirun -H aa,bb -np 8 ./a.out
- launches 8 processes.
Since only two hosts are specified, after the first two processes are
mapped, one to aa and one to bb, the remaining processes oversubscribe
the specified hosts.
And here is a MIMD example:
The mapping of process
processes to nodes can be prescribed not just with general policies but
also, if necessary, using arbitrary mappings that cannot be described by
a simple policy. One can use the "sequential mapper," which reads the hostfile
line by line, assigning processes to nodes in whatever order the hostfile
specifies. Use the -mca rmaps seq option. For example, using the same hostfile
- mpirun -H aa -np 1 hostname
: -H bb,cc -np 2 uptime
- will launch process 0 running hostname on node aa
and processes 1 and 2 each running uptime on nodes bb and cc, respectively.
- mpirun -hostfile myhostfile ./a.out
- will launch three processes,
on nodes aa, bb, and cc, respectively. The slot counts don’t matter; one
process is launched per line on whatever node is listed on the line.
way to specify arbitrary mappings is with a rankfile, which gives you detailed
control over process binding as well. Rankfiles are discussed below.
Processes may be bound to specific resources on a node. This can
improve performance if the operating system is placing processes suboptimally.
For example, it might oversubscribe some multi-core processor sockets,
leaving other sockets idle; this can lead processes to contend unnecessarily
for common resources. Or, it might spread processes out too widely; this
can be suboptimal if application performance is sensitive to interprocess
communication costs. Binding can also keep the operating system from migrating
processes excessively, regardless of how optimally those processes were
placed to begin with.
To bind processes, one must first associate them
with the resources on which they should run. For example, the -bycore option
associates the processes on a node with successive cores. Or, -bysocket
associates the processes with successive processor sockets, cycling through
the sockets in a round-robin fashion if necessary. And -cpus-per-proc indicates
how many cores to bind per process.
But, such association is meaningless
unless the processes are actually bound to those resources. The binding
option specifies the granularity of binding -- say, with -bind-to-core or -bind-to-socket.
One can also turn binding off with -bind-to-none, which is typically the default.
Finally, -report-bindings can be used to report bindings.
As an example,
consider a node with two processor sockets, each comprising four cores.
We run mpirun with -np 4 -report-bindings and the following additional options:
% mpirun ... -bycore -bind-to-core
[...] ... binding child [...,0] to cpus 0001
[...] ... binding child [...,1] to cpus 0002
[...] ... binding child [...,2] to cpus 0004
[...] ... binding child [...,3] to cpus 0008
% mpirun ... -bysocket -bind-to-socket
[...] ... binding child [...,0] to socket 0 cpus 000f
[...] ... binding child [...,1] to socket 1 cpus 00f0
[...] ... binding child [...,2] to socket 0 cpus 000f
[...] ... binding child [...,3] to socket 1 cpus 00f0
% mpirun ... -cpus-per-proc 2 -bind-to-core
[...] ... binding child [...,0] to cpus 0003
[...] ... binding child [...,1] to cpus 000c
[...] ... binding child [...,2] to cpus 0030
[...] ... binding child [...,3] to cpus 00c0
% mpirun ... -bind-to-none
Here, -report-bindings shows the binding of each process as a mask. In the
first case, the processes bind to successive cores as indicated by the
masks 0001, 0002, 0004, and 0008. In the second case, processes bind to
all cores on successive sockets as indicated by the masks 000f and 00f0.
The processes cycle through the processor sockets in a round-robin fashion
as many times as are needed. In the third case, the masks show us that
2 cores have been bound per process. In the fourth case, binding is turned
off and no bindings are reported.
Open MPI’s support for process binding
depends on the underlying operating system. Therefore, certain process
binding options may not be available on every system.
Process binding can
also be set with MCA parameters. Their usage is less convenient than that
of mpirun options. On the other hand, MCA parameters can be set not only
on the mpirun command line, but alternatively in a system or user mca-params.conf
file or as environment variables, as described in the MCA section below.
The correspondences are:
mpirun option MCA parameter key
-bycore rmaps_base_schedule_policy core
-bysocket rmaps_base_schedule_policy socket
-bind-to-core orte_process_binding core
-bind-to-socket orte_process_binding socket
-bind-to-none orte_process_binding none
The orte_process_binding value can also take on the :if-avail attribute.
This attribute means that processes will be bound only if this is supported
on the underlying operating system. Without the attribute, if there is
no such support, the binding request results in an error. For example, you
% cat $HOME/.openmpi/mca-params.conf
Rankfiles are text files that specify detailed information
about how individual processes should be mapped to nodes, and to which
processor(s) they should be bound. Each line of a rankfile specifies the
location of one process (for MPI jobs, the process’ "rank" refers to its
rank in MPI_COMM_WORLD). The general form of each line in the rankfile
rmaps_base_schedule_policy = socket
orte_process_binding = socket:if-avail
rank <N>=<hostname> slot=<slot list>
$ cat myrankfile
rank 0=aa slot=1:0-2
rank 1=bb slot=0:0,1
rank 2=cc slot=1-2
$ mpirun -H aa,bb,cc,dd -rf myrankfile ./a.out
Rank 0 runs on node aa, bound to socket 1, cores 0-2.
Rank 1 runs on node bb, bound to socket 0, cores 0 and 1.
Rank 2 runs on node cc, bound to cores 1 and 2.
The hostnames listed above are "absolute," meaning that actual resolveable
hostnames are specified. However, hostnames can also be specified as "relative,"
meaning that they are specified in relation to an externally-specified list
of hostnames (e.g., by mpirun’s --host argument, a hostfile, or a job scheduler).
The "relative" specification is of the form "+n<X>", where X is an integer
specifying the Xth hostname in the set of all available hostnames, indexed
from 0. For example:
$ cat myrankfile
rank 0=+n0 slot=1:0-2
rank 1=+n1 slot=0:0,1
rank 2=+n2 slot=1-2
$ mpirun -H aa,bb,cc,dd -rf myrankfile ./a.out
Starting with Open MPI v1.7, all socket/core slot locations are be specified
as logical indexes (the Open MPI v1.6 series used physical indexes). You
can use tools such as HWLOC’s "lstopo" to find the logical indexes of socket
To distinguish the
two different forms, mpirun looks on the command line for --app option. If
it is specified, then the file named on the command line is assumed to
be an application context. If it is not specified, then the file is assumed
to be an executable program.
If no relative or absolute
path is specified for a file, Open MPI will first look for files by searching
the directories specified by the --path option. If there is no --path option
set or if the file is not found at the --path location, then Open MPI will
search the user’s PATH environment variable as defined on the source node(s).
If a relative directory is specified, it must be relative to the initial
working directory determined by the specific starter used. For example when
using the rsh or ssh starters, the initial directory is $HOME by default.
Other starters may set the initial directory to the current working directory
from the invocation of mpirun.
The -wdir mpirun
option (and its synonym, -wd) allows the user to change to an arbitrary
directory before the program is invoked. It can also be used in application
context files to specify working directories on specific nodes and/or for
If the -wdir option appears both in a context file
and on the command line, the context file directory will override the command
If the -wdir option is specified, Open MPI will attempt to change
to the specified directory on all of the remote nodes. If this fails, mpirun
If the -wdir option is not specified, Open MPI will send the
directory name where mpirun was invoked to each of the remote nodes. The
remote nodes will try to change to that directory. If they are unable (e.g.,
if the directory does not exist on that node), then Open MPI will use the
default directory determined by the starter.
All directory changing occurs
before the user’s program is invoked; it does not wait until MPI_INIT is
Open MPI directs UNIX standard input to /dev/null
on all processes except the MPI_COMM_WORLD rank 0 process. The MPI_COMM_WORLD
rank 0 process inherits standard input from mpirun. Note: The node that
invoked mpirun need not be the same as the node where the MPI_COMM_WORLD
rank 0 process resides. Open MPI handles the redirection of mpirun’s standard
input to the rank 0 process.
Open MPI directs UNIX standard output and error
from remote nodes to the node that invoked mpirun and prints it on the
standard output/error of mpirun. Local processes inherit the standard output/error
of mpirun and transfer to it directly.
Thus it is possible to redirect standard
I/O for Open MPI applications by using the typical shell redirection procedure
% mpirun -np 2 my_app < my_input > my_output
Note that in this example only the MPI_COMM_WORLD rank 0 process will
receive the stream from my_input on stdin. The stdin on all the other nodes
will be tied to /dev/null. However, the stdout from all nodes will be collected
into the my_output file.
When orterun receives a
SIGTERM and SIGINT, it will attempt to kill the entire job by sending all
processes in the job a SIGTERM, waiting a small number of seconds, then
sending all processes in the job a SIGKILL.
SIGUSR1 and SIGUSR2 signals
received by orterun are propagated to all processes in the job.
turn on forwarding of SIGSTOP and SIGCONT to the program executed by mpirun
by setting the MCA parameter orte_forward_job_control to 1. A SIGTSTOP signal
to mpirun will then cause a SIGSTOP signal to be sent to all of the programs
started by mpirun and likewise a SIGCONT signal to mpirun will cause a
Other signals are not currently propagated by orterun.
During the run of an MPI application, if
any process dies abnormally (either exiting before invoking MPI_FINALIZE,
or dying as the result of a signal), mpirun will print out an error message
and kill the rest of the MPI application.
User signal handlers should probably
avoid trying to cleanup MPI state (Open MPI is currently not async-signal-safe;
see MPI_Init_thread(3) for details about MPI_THREAD_MULTIPLE and thread
safety). For example, if a segmentation fault occurs in MPI_SEND (perhaps
because a bad buffer was passed in) and a user signal handler is invoked,
if this user handler attempts to invoke MPI_FINALIZE, Bad Things could
happen since Open MPI was already "in" MPI when the error occurred. Since
mpirun will notice that the process died due to a signal, it is probably
not necessary (and safest) for the user to only clean up non-MPI state.
Processes in the MPI application inherit their environment
from the Open RTE daemon upon the node on which they are running. The environment
is typically inherited from the user’s shell. On remote nodes, the exact
environment is determined by the boot MCA module used. The rsh launch module,
for example, uses either rsh/ssh to launch the Open RTE daemon on remote
nodes, and typically executes one or more of the user’s shell-setup files
before launching the Open RTE daemon. When running dynamically linked applications
which require the LD_LIBRARY_PATH environment variable to be set, care
must be taken to ensure that it is correctly set when booting Open MPI.
See the "Remote Execution" section for more details.
Open MPI requires that the PATH environment variable be set to find executables
on remote nodes (this is typically only necessary in rsh- or ssh-based environments
-- batch/scheduled environments typically copy the current environment to
the execution of remote jobs, so if the current environment has PATH and/or
LD_LIBRARY_PATH set properly, the remote nodes will also have it set properly).
If Open MPI was compiled with shared library support, it may also be necessary
to have the LD_LIBRARY_PATH environment variable set on remote nodes as
well (especially to find the shared libraries required to run user MPI
However, it is not always desirable or possible to edit shell
startup files to set PATH and/or LD_LIBRARY_PATH. The --prefix option is
provided for some simple configurations where this is not possible.
--prefix option takes a single argument: the base directory on the remote
node where Open MPI is installed. Open MPI will use this directory to set
the remote PATH and LD_LIBRARY_PATH before executing any Open MPI or user
applications. This allows running Open MPI jobs without having pre-configured
the PATH and LD_LIBRARY_PATH on the remote nodes.
Open MPI adds the basename
of the current node’s "bindir" (the directory where Open MPI’s executables
are installed) to the prefix and uses that to set the PATH on the remote
node. Similarly, Open MPI adds the basename of the current node’s "libdir"
(the directory where Open MPI’s libraries are installed) to the prefix and
uses that to set the LD_LIBRARY_PATH on the remote node. For example:
- Local libdir:
If the following command line is used:
% mpirun --prefix /remote/node/directory
Open MPI will add "/remote/node/directory/bin" to the PATH and "/remote/node/directory/lib64"
to the D_LIBRARY_PATH on the remote node before attempting to execute anything.
The --prefix option is not sufficient if the installation paths on the remote
node are different than the local node (e.g., if "/lib" is used on the local
node, but "/lib64" is used on the remote node), or if the installation
paths are something other than a subdirectory under a common prefix.
that executing mpirun via an absolute pathname is equivalent to specifying
--prefix without the last subdirectory in the absolute pathname to mpirun.
% /usr/local/bin/mpirun ...
is equivalent to
% mpirun --prefix /usr/local
All environment variables that are named
in the form OMPI_* will automatically be exported to new processes on the
local and remote nodes. The -x option to mpirun can be used to export specific
environment variables to the new processes. While the syntax of the -x option
allows the definition of new variables, note that the parser for this option
is currently not very sophisticated - it does not even understand quoted
values. Users are advised to set variables in the environment and use -x
to export them; not to define them.
The -mca switch
allows the passing of parameters to various MCA (Modular Component Architecture)
modules. MCA modules have direct impact on MPI programs because they allow
tunable parameters to be set at run time (such as which BTL communication
device driver to use, what parameters to pass to that BTL, etc.).
switch takes two arguments: <key> and <value>. The <key> argument generally specifies
which MCA module will receive the value. For example, the <key> "btl" is used
to select which BTL to be used for transporting MPI messages. The <value>
argument is the value that is passed. For example:
- mpirun -mca btl tcp,self
-np 1 foo
- Tells Open MPI to use the "tcp" and "self" BTLs, and to run a
single copy of "foo" an allocated node.
- mpirun -mca btl self -np 1 foo
Open MPI to use the "self" BTL, and to run a single copy of "foo" an allocated
The -mca switch can be used multiple times to specify different <key>
and/or <value> arguments. If the same <key> is specified more than once, the
<value>s are concatenated with a comma (",") separating them.
Note that the
-mca switch is simply a shortcut for setting environment variables. The same
effect may be accomplished by setting corresponding environment variables
before running mpirun. The form of the environment variables that Open MPI
Thus, the -mca switch overrides any previously set environment variables.
The -mca settings similarly override MCA parameters set in the $OPAL_PREFIX/etc/openmpi-mca-params.conf
or $HOME/.openmpi/mca-params.conf file.
Unknown <key> arguments are still set
as environment variable -- they are not checked (by mpirun) for correctness.
Illegal or incorrect <value> arguments may or may not be reported -- it depends
on the specific MCA module.
To find the available component types under
the MCA architecture, or to find the available parameters for a specific
component, use the ompi_info command. See the ompi_info(1) man page for
detailed information on the command.
There is no standard definition
for what mpirun should return as an exit status. After considerable discussion,
we settled on the following method for assigning the mpirun exit status
(note: in the following description, the "primary" job is the initial application
started by mpirun - all jobs that are spawned by that job are designated
- if all processes in the primary job normally terminate
with exit status 0, we return 0
- if one or more processes in the primary
job normally terminate with non-zero exit status, we return the exit status
of the process with the lowest MPI_COMM_WORLD rank to have a non-zero status
- if all processes in the primary job normally terminate with exit status
0, and one or more processes in a secondary job normally terminate with
non-zero exit status, we (a) return the exit status of the process with
the lowest MPI_COMM_WORLD rank in the lowest jobid to have a non-zero status,
and (b) output a message summarizing the exit status of the primary and
all secondary jobs.
- if the cmd line option --report-child-jobs-separately
is set, we will return -only- the exit status of the primary job. Any non-zero
exit status in secondary jobs will be reported solely in a summary print
By default, OMPI records and notes that MPI processes exited
with non-zero termination status. This is generally not considered an "abnormal
termination" - i.e., OMPI will not abort an MPI job if one or more processes
return a non-zero status. Instead, the default behavior simply reports the
number of processes terminating with non-zero status upon completion of
However, in some cases it can be desirable to have the job abort
when any process terminates with non-zero status. For example, a non-MPI job
might detect a bad result from a calculation and want to abort, but doesn’t
want to generate a core file. Or an MPI job might continue past a call to
MPI_Finalize, but indicate that all processes should abort due to some
It is not anticipated that this situation will occur frequently.
However, in the interest of serving the broader community, OMPI now has
a means for allowing users to direct that jobs be aborted upon any process
exiting with non-zero status. Setting the MCA parameter "orte_abort_on_non_zero_status"
to 1 will cause OMPI to abort all processes once any process exits with
Terminations caused in this manner will be reported on the console as
an "abnormal termination", with the first process to so exit identified
along with its exit status.
Be sure also to see the examples
throughout the sections above.
mpirun returns 0 if all processes started by mpirun exit
after calling MPI_FINALIZE. A non-zero value is returned if an internal
error occurred in mpirun, or one or more processes exited before calling
MPI_FINALIZE. If an internal error occurred in mpirun, the corresponding
error code is returned. In the event that one or more processes exit before
calling MPI_FINALIZE, the return value of the MPI_COMM_WORLD rank of the
process that mpirun first notices died before calling MPI_FINALIZE will
be returned. Note that, in general, this will be the first process that
died but is not guaranteed to be so.
- mpirun -np 4 -mca btl ib,tcp,self prog1
4 copies of prog1 using the "ib", "tcp", and "self" BTL’s for the transport
of MPI messages.
- mpirun -np 4 -mca btl tcp,sm,self
--mca btl_tcp_if_include eth0 prog1
Run 4 copies of prog1 using the "tcp", "sm" and "self" BTLs for the transport
of MPI messages, with TCP using only the eth0 interface to communicate.
Note that other BTLs have similar if_include MCA parameters.
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