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4. Compile your matlab program (.m) files using the MatLab compiler ([[mcc]]).
4. Compile your matlab program (.m) files using the MatLab compiler ([[mcc]]).
test05% mcc -R -singleCompThread -m some_prog.m

Revision as of 17:35, 7 October 2010


Currently matlab is located here:

Version 2009b: /apps/matlab/2009b/


  1. You may not run MatLab nor compiled MatLab executables interactively on submit1 or submit2.
  2. You must use the test nodes (test01 - test05) to test and compile your MatLab programs.
  3. Long running (more than 30 minutes) MatLab jobs must be submitted to the batch system.
  4. Large numbers of jobs must not be run on the test nodes but must be submitted to the batch system.
  5. The UF HPC Center has no budget for application software and licensing. All MatLab licenses (including the compiler) come from, and are shared with, all of campus. For this reason it is sometimes difficult to obtain a license. If your research depends on MatLab and you do not want to be delayed by licensing issues, you should consider purchasing a MatLab license for your personal or group use.

Compiling MatLab Programs

MatLab programs must be compiled via the MatLab compiler before they can be run in batch mode on the HPC Center cluster. In order to compile MatLab programs you should

1. Once on submit1 or submit2, log into one of the test nodes (test01 - test05) via ssh. Due to user memory constraints on submit1 and submit2, the MatLab compiler cannot be used on them.

submit1% ssh test05

2. Set up your environment so that the libraries needed by the compiler can be found.

 $ export LD_LIBRARY_PATH=/apps/matlab/2009b/bin/glnxa64:/apps/matlab/2009b/sys/os/glnxa64
 $ export PATH=${PATH}:/apps/matlab/2009b/bin

Note: These environment settings should be included in your batch submission script since they will also be needed by the resulting MatLab executable.

3a. For batch jobs, you should also set the MCR_CACHE_ROOT environment variable in your PBS job script.


Please see the PBS Sample Job Scripts for a sample MatLab submission script.

3b. For an interactive run (only on the test nodes), you should set MCR_CACHE_ROOT to a directory /scratch/local.

 test05% mkdir -p /scratch/local/$USER/mcr_cache
 test05% export MCR_CACHE_ROOT=/scratch/local/$USER/mcr_cache

4. Compile your matlab program (.m) files using the MatLab compiler (mcc).

 test05% mcc -R -singleCompThread -m some_prog.m


Let us say that we have a program called houdin.m, which looks like this:

function [m,t] = houdini();
% Doc example, chapter 3.

% Copyright 1997 The MathWorks, Inc.
% $Revision: $

m = magic(2); % Assign 2x2 matrix to m. 
t = m .^ 3;   % Cube each element of m. 
disp(t);      % Display the value of t.

Since we already have the environment setup, we can compile this program. It is recommended that this be done in a separate directory as a number of files are produced.

$ mkdir tmp
$ cd tmp
$ cp ../houdini.m .
$ ls
$ export LD_LIBRARY_PATH=/apps/matlab/2009b/bin/glnxa64:/apps/matlab/2009b/sys/os/glnxa64
$ export PATH=${PATH}:/apps/matlab/2009b/bin
$ mcc -R -singleCompThread -m houdini.m 
Warning: Unable to open display , MATLAB is starting without a display.
  You will not be able to display graphics on the screen.
$ ls -l
total 124
-rwxr-xr-x  1 root root 12299 Apr  3 10:08 houdini
-rw-r--r--  1 root root 63146 Apr  3 10:08 houdini.ctf
-rw-r--r--  1 root root   239 Apr  3 10:06 houdini.m
-rw-r--r--  1 root root  2900 Apr  3 10:08 houdini_main.c
-rw-r--r--  1 root root  6328 Apr  3 10:08 houdini_mcc_component_data.c
-rw-r--r--  1 root root  5461 Apr  3 10:08 houdini.prj
-rw-r--r--  1 root root  1010 Apr  3 10:08 mccExcludedFiles.log
-rw-r--r--  1 root root  6757 Apr  3 10:08 readme.txt
-rwxr--r--  1 root root  1446 Apr  3 10:08 run_houdini.sh

So there we have it. A binary executable houdini has been produced.

Note the -R -singleCompThread options on the mcc command. By default, multithreading is enabled in executables produced by mcc - one computational thread will be started for each processor in a machine that runs your executable. That's not usually what we want for Matlab executables at the HPC Center. Most matlab jobs request only one processor, and the default multithreading behavior will cause significant oversubscription on the compute nodes. So we disable multithreading.

For more information, documentation for the Matlab Compiler can be viewed at the Matlab Website.

Frequently Asked Questions

Dear Sirs,

 I have a basic question about what can be run on the cluster. I have a
 standalone C application file generated by the Matlab compiler. Is it
 possible to run it (after porting/copying the required libraries) as an
 external application on a particular node of the cluster. This is
 because it is not possible for me to compile the C source files on the
 cluster itself?

OK... from what I gather here, I think you have the following:

  1. A compiled executable, most likely in linux x86 format.
    This executable obviously requires specific libraries to run, and if we don't have them installed they won't work. From what I remember of the matlab compiler suite, it is possible for the matlab compiler to actually generate a full set of files that include your executable and the libraries it needs to support it such that the whole suite is portable. This is what you really want to look for, and I know it has been done before.
  2. Possibly the source code.
    If you have the C source code, you should be able to compile that source code on our systems with out any trouble, unless it requires some sort of library provided by matlab. If this is the case, then option 1 above is your best bet.

Where is the Distributed Computing Toolbox?

It hasn't been added because we do not have a license for the distributed computing toolbox. The University of Florida has not opted for that particular option, and our group does not have the money to purchase this particular license, as it is very expensive.

Compiled DLL

If you have compiled a DLL to use as an executable, it will not work on the cluster. DLL's are Microsoft Windows based dynamically linked libraries that matlab would be able to run on a Windows machine in a faster method because it would not have to do any compiling of its own. Basically it is the same thing as a matlab byte-compiled package. A number of different software packages and languages out there use the same methodology, such as Java and emacs-lisp.

Setting a Path

In order to set a path, in your matlab script you would put the following:

path(path, '/path/to/wherever/you/want')

This would add a search path to the matlab system. This is also detailed on the Matlab website.

You can also set a path for the compiler to look at via the command line:

-a <pathname>



When version 2008a was installed on our system, it installed fine but when run it would complain about glibc being too old. The error message given my matlab looked like the following:

Error: The MATLAB script returned a bad status while determining
       environment variables. There appears to be a problem
       with your MATLAB installation. You must fix the problem
       before mcc can work. Any messages from the script
       follow . . . 

Warning: glibc 2.3.4      - Unsupported version
         glibc 2.3.6      - MATLAB built using this version
-> Your configuration APPEARS to be too OLD to run this MATLAB program!
   For system requirements consult http://www.mathworks.com ...


In order to fix this problem, we first searched on the web to find that there was a patch available from Mathworks if you asked them for it. We did just this, and the fix turned out to be very simple. Unfortunately it appears that no one else has bothered to publish this fix, so here it is:

--- oscheck.sh    2008-05-28 09:48:55.000000000 -0400
+++ oscheck.sh.old    2007-12-02 01:34:35.000000000 -0500
@@ -102,7 +102,7 @@
#                  of the data. Set oscheck_debug=0 for shipping.
# Copyright 1996-2007 The MathWorks, Inc.
-# $Revision: $  $Date: 2008/03/24 17:59:41 $
+# $Revision: $  $Date: 2007/12/03 21:53:17 $

@@ -153,8 +153,8 @@ else
#                   arch   OSprefix minimum_ver release_ver future_ver
oslist="        sol64   SunOS    5.10         5.10         -"
-        oslist="$oslist glnx86  glibc    2.3.4       2.3.4       -"
-        oslist="$oslist glnxa64 glibc    2.3.4       2.3.4       -"
+        oslist="$oslist glnx86  glibc    2.3.6       2.3.6       -"
+        oslist="$oslist glnxa64 glibc    2.3.6       2.3.6       -"
oslist="$oslist mac     Darwin   8.7.0       8.7.0       -"
oslist="$oslist maci    Darwin   8.7.0       8.7.0       -"
oslist="$oslist maci64  Darwin   9.0.0       9.0.0       -"

Compiler Issues

You may run into an error when using the matlab compiler that looks something like this:

Licensed number of users already reached.

In this case what is probably happening is that the number of licenses for the matlab compiler has been exhausted. The University only has two licenses, and if they are currently being used then this is the error that will be issued.

"Could not access the MCR component cache." error message

What is happening here is that matlab is not able to access the MCE cache directory, which it expects to be in your home directory. The reason this is happening is that we have found that when a large number of these programs are running at the same time, the load on the home area file system is too great, and we start having problems with the filesystem.

In order to solve this problem, you just need to do the following:


This redirects the cache to a temp directory that is able to handle the traffic.

Installation Notes


The matlab license is a floating license provided to us from the University. As such, we cannot be using hundreds if not thousands of licenses from this provision, as we would completely wipe out the ability of the rest of the university to use the software.

As such, matlab licenses can only be used from select machines, typically submit and test nodes.

This is done by copying /etc/matlab.dat from submit to whatever nodes need to have the license. The software installation of matlab in /apps has a symbolic link to this file, so if the file is there it can read the license, and if not the software will not work.

Installation Notes

See matlab installation for more details.