497 строки
19 KiB
TeX
497 строки
19 KiB
TeX
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% -*- latex -*-
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%
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% Copyright (c) 2004-2005 The Trustees of Indiana University.
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% All rights reserved.
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% Copyright (c) 2004-2005 The Trustees of the University of Tennessee.
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% All rights reserved.
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% Copyright (c) 2004-2005 High Performance Computing Center Stuttgart,
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% University of Stuttgart. All rights reserved.
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% Copyright (c) 2004-2005 The Regents of the University of California.
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% All rights reserved.
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% $COPYRIGHT$
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%
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% Additional copyrights may follow
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%
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% $HEADER$
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%
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\chapter{Debugging Parallel Programs}
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\label{sec:debug}
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\label{sec:debugging}
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\index{debuggers|(}
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{\Huge JMS this section is not bad, but needs a little revising (see
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notes below}
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Open MPI supports multiple methods of debugging parallel programs.
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The following notes and observations generally apply to debugging in
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parallel:
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\begin{itemize}
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\item Note that most debuggers require that MPI applications were
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compiled with debugging support enabled. This typically entails
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adding \cmdarg{-g} to the compile and link lines when building
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your MPI application.
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\item Unless you specifically need it, it is not recommended to
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compile Open MPI with \cmdarg{-g}. This will allow you to treat MPI
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function calls as atomic instructions.
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\item Even when debugging in parallel, it is possible that not all MPI
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processes will execute exactly the same code. For example, ``if''
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statements that are based upon a communicator's rank of the calling
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process, or other location-specific information may cause different
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execution paths in each MPI process.
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\end{itemize}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\section{Naming MPI Objects}
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Open MPI supports the MPI-2 functions {\sf
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MPI\_\-$<$type$>$\_\-SET\_\-NAME} and {\sf
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MPI\_\-$<$type$>$\_\-GET\_\-NAME}, where {\sf $<$type$>$} can be:
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{\sf COMM}, {\sf WIN}, or {\sf TYPE}. Hence, you can associate
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relevant text names with communicators, windows, and datatypes (e.g.,
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``6x13x12 molecule datatype'', ``Local group reduction
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intracommunicator'', ``Spawned worker intercommunicator''). The use
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of these functions is strongly encouraged while debugging MPI
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applications. Since they are constant-time, one-time setup functions,
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using these functions likely does not impact performance, and may be
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safe to use in production environments, too.
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The rationale for using these functions is to allow Open MPI (and
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supported debuggers, profilers, and other MPI diagnostic tools) to
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display accurate information about MPI communicators, windows, and
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datatypes. For example, whenever a communicator name is available,
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Open MPI will use it in relevant error messages; when names are not
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available, communicators (and windows and types) are identified by
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index number, which -- depending on the application -- may vary
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between successive runs. The TotalView parallel debugger will also
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show communicator names (if available) when displaying the message
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queues.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\section{TotalView Parallel Debugger}
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\label{sec:debug-totalview}
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TotalView is a commercial debugger from Etnus that supports debugging
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MPI programs in parallel. That is, with supported MPI
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implementations, the TotalView debugger can automatically attach to
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one or more MPI processes in a parallel application.
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Open MPI now supports basic debugging functionality with the TotalView
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debugger. Specifically, Open MPI supports TotalView attaching to one
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or more MPI processes, as well as viewing the MPI message queues in
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supported RPI modules.
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This section provides some general tips and suggested use of TotalView
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with Open MPI. It is {\em not} intended to replace the TotalView
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documentation in any way. {\bf Be sure to consult the TotalView
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documentation for more information and details than are provided
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here.}
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Note: TotalView is licensed product provided by Etnus. You need to
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have TotalView installed properly before you can use it with Open
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MPI.\footnote{Refer to \url{http://www.etnus.com/} for more
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information about TotalView.}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\subsection{Attaching TotalView to MPI Processes}
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\index{TotalView parallel debugger}
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\index{debuggers!TotalView}
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Open MPI does not need to be configured or compiled in any special way
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to allow TotalView to attach to MPI processes.
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You can attach TotalView to MPI processes started by \icmd{mpirun} /
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\icmd{mpiexec} in following ways:
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\begin{enumerate}
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\item Use the \cmdarg{-tv} convenience argument when running
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\cmd{mpirun} or \cmd{mpiexec} (this is the preferred method):
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\lstset{style=lam-cmdline}
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\begin{lstlisting}
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shell$ mpirun -tv [...other mpirun arguments...]
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\end{lstlisting}
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% Stupid emacs mode: $
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For example:
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\lstset{style=lam-cmdline}
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\begin{lstlisting}
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shell$ mpirun -tv C my_mpi_program arg1 arg2 arg3
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\end{lstlisting}
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% Stupid emacs mode: $
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\item Directly launch \cmd{mpirun} in TotalView (you {\em cannot}
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launch \cmd{mpiexec} in TotalView):
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\lstset{style=lam-cmdline}
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\begin{lstlisting}
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shell$ totalview mpirun -a [...mpirun arguments...]
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\end{lstlisting}
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% Stupid emacs mode: $
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For example:
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\lstset{style=lam-cmdline}
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\begin{lstlisting}
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shell$ totalview mpirun -a C my_mpi_program arg1 arg2 arg3
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\end{lstlisting}
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% Stupid emacs mode: $
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Note the \cmdarg{-a} argument after \cmd{mpirun}. This is necessary
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to tell TotalView that arguments following ``\cmdarg{-a}'' belong to
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\cmd{mpirun} and not TotalView.
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Also note that the \cmdarg{-tv} convenience argument to \cmd{mpirun}
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simply executes ``\cmd{totalview mpirun -a ...}''; so both methods
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are essentially identical.
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\end{enumerate}
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TotalView can either attach to all MPI processes in
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\mpiconst{MPI\_\-COMM\_\-WORLD} or a subset of them. The controls for
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``partial attach'' are in TotalView, not Open MPI. In TotalView 6.0.0
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(analogous methods may work for earlier versions of TotalView -- see
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the TotalView documentation for more details), you need to set the
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parallel launch preference to ``ask.'' In the root window menu:
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\begin{enumerate}
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\item Select File $\rightarrow$ Preferences
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\item Select the Parallel tab
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\item In the ``When a job goes parallel'' box, select ``Ask what to do''
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\item Click on OK
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\end{enumerate}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\subsection{Suggested Use}
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Since TotalView support is started with the \cmd{mpirun} command,
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TotalView will, by default, start by debugging \cmd{mpirun} itself.
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While this may seem to be an annoying drawback, there are actually
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good reasons for this:
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\begin{itemize}
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\item While debugging the parallel program, if you need to re-run the
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program, you can simply re-run the application from within TotalView
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itself. There is no need to exit the debugger to run your parallel
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application again.
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\item TotalView can be configured to automatically skip displaying the
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\cmd{mpirun} code. Specifically, instead of displaying the
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\cmd{mpirun} code and enabling it for debugging, TotalView will
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recognize the command named \cmd{mpirun} and start executing it
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immediately upon load. See below for details.
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\end{itemize}
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\noindent There are two ways to start debugging the MPI application:
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\begin{enumerate}
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\item The preferred method is to have a \ifile{\$HOME/.tvdrc} file
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that tells TotalView to skip past the \cmd{mpirun} code and
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automatically start the parallel program. Create or edit your
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\ifile{\$HOME/.tvdrc} file to include the following:
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\lstset{style=lam-shell}
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\begin{lstlisting}
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# Set a variable to say what the MPI ``starter'' program is
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set starter_program mpirun
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# Check if the newly loaded image is the starter program
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# and start it immediately if it is.
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proc auto_run_starter {loaded_id} {
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global starter_program
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set executable_name [TV::symbol get $loaded_id full_pathname]
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set file_component [file tail $executable_name]
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if {[string compare $file_component $starter_program] == 0} {
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puts ``Automatically starting $file_component''
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dgo
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}
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}
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# Append this function to TotalView's image load callbacks so that
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# TotalView run this program automatically.
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dlappend TV::image_load_callbacks auto_run_starter
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\end{lstlisting}
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% Stupid emacs mode: $
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Note that when using this method, \cmd{mpirun} is actually running in
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the debugger while you are debugging your parallel application, even
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though it may not be obvious. Hence, when the MPI job completes,
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you'll be returned to viewing \cmd{mpirun} in the debugger. {\em This
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is normal} -- all MPI processes have exited; the only process that
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remains is \cmd{mpirun}. If you click ``Go'' again, \cmd{mpirun} will
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launch the MPI job again.
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\item Do not create the \file{\$HOME/.tvdrc} file with the ``auto
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run'' functionality described in the previous item, but instead
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simply click the ``go'' button when TotalView launches. This runs
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the \cmd{mpirun} command with the command line arguments, which will
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eventually launch the MPI programs and allow attachment to the MPI
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processes.
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\end{enumerate}
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When TotalView initially attaches to an MPI process, you will see the
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code for \mpifunc{MPI\_\-INIT} or one of its sub-functions (which will
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likely be assembly code, unless Open MPI itself was compiled with debugging
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information).
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%
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You probably want to skip past the rest of \mpifunc{MPI\_\-INIT}. In
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the Stack Trace window, click on function which called
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\mpifunc{MPI\_\-INIT} (e.g., \func{main}) and set a breakpoint to line
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following call to \mpifunc{MPI\_\-INIT}. Then click ``Go''.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\subsection{Limitations}
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The following limitations are currently imposed when debugging Open MPI
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jobs in TotalView:
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\begin{enumerate}
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\item Cannot attach to scripts: You cannot attach TotalView to MPI
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processes if they were launched by scripts instead of \cmd{mpirun}.
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Specifically, the following won't work:
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\lstset{style=lam-cmdline}
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\begin{lstlisting}
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shell$ mpirun -tv C script_to_launch_foo
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\end{lstlisting}
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% Stupid emacs mode: $
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But this will:
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\lstset{style=lam-cmdline}
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\begin{lstlisting}
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shell$ mpirun -tv C foo
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\end{lstlisting}
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% Stupid emacs mode: $
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For that reason, since \cmd{mpiexec} is a script, although the
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\cmdarg{-tv} switch works with \cmd{mpiexec} (because it will
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eventually invoke \cmd{mpirun}), you cannot launch \cmd{mpiexec}
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with TotalView.
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\item TotalView needs to launch the TotalView server on all remote
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nodes in order to attach to remote processes.
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The command that TotalView uses to launch remote executables might
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be different than what Open MPI uses. You may have to set this
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command explicitly and independently of Open MPI.
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%
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For example, if your local environment has \cmd{rsh} disabled and
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only allows \cmd{ssh}, then you likely need to set the TotalView
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remote server launch command to ``\cmd{ssh}''. You can set this
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internally in TotalView or with the \ienvvar{TVDSVRLAUNCHCMD}
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environment variable (see the TotalView documentation for more
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information on this).
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\item The TotalView license must be able to be found on all nodes
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where you expect to attach the debugger.
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Consult with your system administrator to ensure that this is set up
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properly. You may need to edit your ``dot'' files (e.g.,
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\file{.profile}, \file{.bashrc}, \file{.cshrc}, etc.) to ensure that
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relevant environment variable settings exist on all nodes when you
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\cmd{lamboot}.
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\item It is always a good idea to let \cmd{mpirun} finish before you
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rerun or exit TotalView.
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\item TotalView will not be able to attach to MPI programs when you
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execute \cmd{mpirun} with \cmdarg{-s} option.
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This is because TotalView will not get the source code of your
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program on nodes other than the source node. We advise you to
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either use a common filesystem or copy the source code and
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executable on all nodes when using TotalView with Open MPI so that you
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can avoid the use of \cmd{mpirun}'s \cmdarg{-s} flag.
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\end{enumerate}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\subsection{Message Queue Debugging}
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The TotalView debugger can show the sending, receiving, and
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unexepected message queues for many parallel applications. Note the
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following:
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\begin{itemize}
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\item The MPI-2 function for naming communicators
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(\mpifunc{MPI\_\-COMM\_\-SET\_\-NAME}) is strongly recommended when
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using the message queue debugging functionality. For example,
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\mpiconst{MPI\_\-COMM\_\-WORLD} and \mpiconst{MPI\_\-COMM\_\-SELF}
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are automatically named by Open MPI. Naming communicators makes it
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significantly easier to identify communicators of interest in the
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debugger.
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{\Huge JMS is this true?}
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Any communicator that is not named will be displayed as ``{\tt
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--unnamed--}''.
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\item Message queue debugging of applications is not currently
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supported for 64 bit executables. If you attempt to use the message
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queue debugging functionality on a 64 bit executable, TotalView will
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display a warning before disabling the message queue options.
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\item Open MPI does not currently provide debugging support for
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dynamic processes (e.g., \mpifunc{MPI\_\-COMM\_\-SPAWN}).
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\end{itemize}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\section{Serial Debuggers}
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\label{sec:debug-serial}
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\index{serial debuggers}
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\index{debuggers!serial}
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Open MPI also allows the use of one or more serial debuggers when debugging
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a parallel program.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\subsection{Lauching Debuggers}
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\index{debuggers!launching}
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Open MPI allows the arbitrary execution of any executable in an MPI
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context as long as an MPI executable is eventually launched. For
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example, it is common to \icmd{mpirun} a debugger (or a script that
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launches a debugger on some nodes, and directly runs the application
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on other nodes) since the debugger will eventually launch the MPI
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process.
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{\Huge JMS may need some minor revamping}
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However, one must be careful when running programs on remote nodes
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that expect the use of \file{stdin} -- \file{stdin} on remote nodes is
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redirected to \file{/dev/null}. For example, it is advantageous to
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export the \ienvvar{DISPLAY} environment variable, and run a shell
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script that invokes an \cmd{xterm} with ``\cmd{gdb}'' (for example)
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running in it on each node. For example:
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\lstset{style=lam-cmdline}
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\begin{lstlisting}
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shell$ mpirun C -x DISPLAY xterm-gdb.csh
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\end{lstlisting}
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% Stupid emacs mode: $
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Additionally, it may be desirable to only run the debugger on certain
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ranks in \mcw. For example, with parallel jobs that include tens or
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hundreds of MPI processes, it is really only feasible to attach
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debuggers to a small number of processes. In this case, a script may
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be helpful to launch debuggers for some ranks in \mcw and directly
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launch the application in others.
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{\Huge JMS needs revising}
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The Open MPI environment variable \ienvvar{Open MPIRANK} can be
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helpful in this situation. This variable is placed in the environment
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before the target application is executed. Hence, it is visible to
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shell scripts as well as the target MPI application. It is erroneous
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to alter the value of this variable.
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Consider the following script:
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\lstset{style=lam-shell}
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\begin{lstlisting}
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#!/bin/csh -f
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# Which debugger to run
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set debugger=gdb
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# On MPI_COMM_WORLD rank 0, launch the process in the debugger.
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# Elsewhere, just launch the process directly.
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||
|
if (``$Open MPIRANK'' == ``0'') then
|
||
|
echo Launching $debugger on MPI_COMM_WORLD rank $Open MPIRANK
|
||
|
$debugger $*
|
||
|
else
|
||
|
echo Launching MPI executable on MPI_COMM_WORLD rank $Open MPIRANK
|
||
|
$*
|
||
|
endif
|
||
|
|
||
|
# All done
|
||
|
exit 0
|
||
|
\end{lstlisting}
|
||
|
% Stupid emacs mode: $
|
||
|
|
||
|
This script can be executed via \cmd{mpirun} to launch a debugger on
|
||
|
\mpiconst{MPI\_\-COMM\_\-WORLD} rank 0, and directly launch the MPI
|
||
|
process in all other cases.
|
||
|
|
||
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
||
|
\subsection{Attaching Debuggers}
|
||
|
\index{debuggers!attaching}
|
||
|
|
||
|
In some cases, it is not possible or desirable to start debugging a
|
||
|
parallel application immediately. For example, it may only be
|
||
|
desirable to attach to certain MPI processes whose identity may not be
|
||
|
known until run-time.
|
||
|
|
||
|
In this case, the technique of attaching to a running process can be
|
||
|
used (this functionality is supported by many serial debuggers).
|
||
|
Specifically, determine which MPI process you want to attach to. Then
|
||
|
login to the node where it is running, and use the debugger's
|
||
|
``attach'' functionality to latch on to the running process.
|
||
|
|
||
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||
|
|
||
|
\section{Memory-Checking Debuggers}
|
||
|
\label{sec:debug-mem}
|
||
|
\index{debuggers!memory-checking}
|
||
|
|
||
|
Memory-checking debuggers are an invaluable tool when debugging
|
||
|
software (even parallel software). They can provide detailed reports
|
||
|
about memory leaks, bad memory accesses, duplicate/bad memory
|
||
|
management calls, etc. Some memory-checking debuggers include (but
|
||
|
are not limited to): the Solaris Forte debugger (including the
|
||
|
\cmd{bcheck} command-line memory checker), the Purify software
|
||
|
package, and the Valgrind software package.
|
||
|
|
||
|
Open MPI can be used with memory-checking debuggers. However, Open
|
||
|
MPI should be compiled with special support for such debuggers. This
|
||
|
is because in an attempt to optimize performance, there are many
|
||
|
structures used internally to Open MPI that do not always have all
|
||
|
memory positions initialized. For example, Open MPI's internal
|
||
|
\type{struct nmsg} is one of the underlying message constructs used to
|
||
|
pass data between Open MPI processes. But since the \type{struct
|
||
|
nmsg} is used in so many places, it is a generalized structure and
|
||
|
contains fields that are not used in every situation.
|
||
|
|
||
|
By default, Open MPI only initializes relevant struct members before
|
||
|
using a structure. Using a structure may involve sending the entire
|
||
|
structure (including uninitialized members) to a remote host. This is
|
||
|
not a problem for Open MPI; the remote host will also ignore the
|
||
|
irrelevant struct members (depending on the specific function being
|
||
|
invoked). More to the point -- Open MPI was designed this way to
|
||
|
avoid setting variables that will not be used; this is a slight
|
||
|
optimization in run-time performance. Memory-checking debuggers,
|
||
|
however, will flag this behavior with ``read from uninitialized''
|
||
|
warnings.
|
||
|
|
||
|
The \confflag{enable-mem-debug} option can be used with Open MPI's
|
||
|
\cmd{configure} script that will force Open MPI to zero out {\em all}
|
||
|
memory before it is used. This will eliminate the ``read from
|
||
|
uninitialized'' types of warnings that memory-checking debuggers will
|
||
|
identify deep inside Open MPI. This option can only be specified when
|
||
|
Open MPI is configured; it is not possible to enable or disable this
|
||
|
behavior at run-time. Since this option invokes a slight overhead
|
||
|
penalty in the run-time performance of Open MPI, it is not the
|
||
|
default.
|
||
|
|
||
|
% Close out the debuggers index entry
|
||
|
|
||
|
\index{debuggers|)}
|