[MPI3 Fortran] [Mpi-comments] MPI 3.0: Fortran 2008 interface - issue with the LOGICAL kind

Schulz, Martin schulzm at llnl.gov
Mon Mar 25 16:05:52 CDT 2013


I am torn between Option 2 and 3 - option 1 seems less clean, but doesn't add much help for tools. Once we have to implement Fortran name mangling for some routines, we can also do it for all. 

The addition of the optional use of the C interface makes sense, though, since this would long term allow a transition to that, but also gives MPI implementation the option to directly support C only tools. After this discussion and all our back and forth on the Fortran bindings I actually doubt that there is currently a single tool out there that managed to implement the correct Fortran bindings in MPI 2.2, let alone 3.0. This is a very practical argument and I am not sure if it's enough to justify supporting this for standardization, though. 

I also agree with Hubert - option 3 goes beyond an errata.

A fourth option could be to allow BIND-C in the linker names, but leave it up to the MPI implementation to use it or not. This would basically keep the standard as is, but would remove the table on page 609 (plus surrounding text). In this case, tools would still check which version is implemented, but there wouldn't be a mandate of what is used when. If we wanted to combine this with option 3, then there could also be a set of constants that would state that a particular function group is only intercepted in C and all Fortran routines go through them.

Martin


On Mar 25, 2013, at 1:28 PM, Hubert Ritzdorf <Hubert.Ritzdorf at EMEA.NEC.COM>
 wrote:

> I vote for Option 2.
> 
> Option 3 is not possible for an errata. This is a severe change in the standard.
> Your modification of Option 3 makes the standard more difficult (we have again mixing of 
> BIND(C) and non BIND(C) functions) and I can't see a real application advantage.
> 
> To your items:
> Item 2: You have to perform also additional work in the wrappers
>             (for example memory allocation and transformation for sources
>              compiled with -i8; additional error checks)
> Item 3: Support of PMPI version of Fortran is not really an issue.
> Item 4b: The tools have to support routines compiled with mpi.h and old
>                objects.
> 
> Hubert
> 
> ________________________________________
> From: Bill Long [longb at cray.com]
> Sent: Monday, March 25, 2013 7:35 PM
> To: Craig Rasmussen
> Cc: Rolf Rabenseifner; MPI-3 Fortran working group; Jeff Squyres (jsquyres); Hubert Ritzdorf; Martin Schulz; Tobias Burnus
> Subject: Re: [MPI3 Fortran] [Mpi-comments] MPI 3.0: Fortran     2008 interface - issue with the LOGICAL kind
> 
> On 3/25/13 12:50 PM, Craig Rasmussen wrote:
>> My summary of the three options:
>> 
>> 1. Absolute minimal change, remove BIND(C) only for routines with
>> LOGICAL arguments.  Tools will need to support underscore name mangling
>> forever (even when TS29113 is implemented by compilers) but only on
>> routines with LOGICAL arguments.
>> 
>> 2. Remove BIND(C) from all routines.  Tools will need to support
>> underscore name mangling for all routines.
>> 
>> 3. Remove BIND(C) from all routines.  Plus allow Fortran implementations
>> to substitute the C PMPI interface standard.
>> 
>> Is this a fair summary?
>> 
>> My vote:
>> 
>> I'm strongly in favor of option 3.  It is the only option that allows
>> the possibility of underscore name mangling disappearing in the future.
>>  I think most (if not all) MPI Fortran implementations will eventually
>> evolve to thin wrappers calling the C API.  There are several advantages
>> with this implementation:
>>     1. The thin wrappers can be put in a module.
>>     2. Compilers may be able to inline the wrappers for very efficient
>> implementations.
>>     3. Fortran implementations are much simpler because they won't have
>> to directly support PMPI in Fortran.
>>     4. Since the Fortran implementation is substantially less complex,
>> the costs associated with testing, supporting, and maintaining a Fortran
>> implementation will also be reduced.
>>     4. If all MPI implementations eventually choose to call the C API,
>> then the tools community eventually will not have to support underscore
>> name mangling, thus reducing their costs as well.
> 
> I like option 3 as well.  It uses the C interoperability feature in
> Fortran the way it was intended/designed.   I would add to the above:
> 
> 6. You can isolate the issues of Fortran types (compiled with -i8,
> meaning of LOGICAL, character arguments with len > 1) into the Fortran
> wrappers so that the C library writers do not have to know about these
> issues.   Simplifies the maintenance and testing issues for the C
> library code.
> 
> 
> I would modify option 3 slightly. The implementer might want to write
> some routine ONLY in Fortran.  The routines that convert the status
> formats between the Fortran and the C forms comes to mind.  In that
> case, BIND(C) would be required, and it would specify the C binding name
> as the external linker name. This would be needed so that C codes could
> call the routine.
> 
> 
> Cheers,
> Bill
> 
> 
>> 
>> Craig Rasmussen
>> CAS Scientific Programmer
>> rasmus at cas.uoregon.edu <mailto:rasmus at cas.uoregon.edu>
>> 
>> 
>> 
>> 
>> On Mar 25, 2013, at 10:11 AM, Rolf Rabenseifner wrote:
>> 
>>> We (Jeff, Bill L., Craig, Hubert, Martin, Tobias, and me (Rolf)) had
>>> a telecon today and the outcome are following options:
>>> 
>>> Option 1
>>> - #364 as it currently is, as a minimal solution for
>>> the LOGICAL problem:
>>>   Pro: It is consistent between Fortran and MPI.
>>>        I.e., it is the minimal solution that we must do.
>>>   Con: It has a mix of BIND(C) and non-BIND(C) routine groups
>>>        which is ugly for the future.
>>>   Remark: non-BIND(C) will stay there because the callbacks
>>>           need non-BIND(C) in the moment and this cannot be
>>>           changed in the future by nice new concepts from
>>>           the Fortran language standardization.
>>> 
>>> Option 2
>>> - #364 plus changing MPI-3.0 page 605 lines 24-30 and
>>> page 605 line 47 - page 606 line 6 by also using non-BIND(C),
>>> but other linker names:
>>>  MPI_Send_f08d (in mpi_f08 with TS29113 quality, i.e.,
>>>                 buffers are done with C-descriptors and
>>>                 not with void* pointers.)
>>>  MPI_Send_fd (in the mpi module or mpif.h if
>>>               MPI_SUBARRAYS_SUPPORTED=.TRUE. is also done
>>>               there, i.e., with the descriptors.)
>>> 
>>>   Pro: It is consistent between Fortran and MPI
>>>        and it is consistent within MPI, i.e., all
>>>        functionality is done with non-BIND(C) routines.
>>>        BIND(C) can be still used internally to
>>>        call MPI_Send_cdesc and MPI_Isend_cdesc.
>>>        To be fair, implementatiosn will be based mainly
>>>        on this TS 29113 feature, but only internally.
>>>   Con: No BIND(C) on the official MPI interface.
>>>        We urged Fortran to put some features into TS 29113,
>>>        but we will not use these features, because they
>>>        are not needed on this internal interface.
>>> 
>>> Option 3:
>>> - Option 2 plus the following rule:
>>>  - The Fortran PMPI interface can be substituted by a
>>>    wrapper based sulution that internally calls the full
>>>    MPI C interface.
>>>  - In this case, the Fortran interface should be hidden
>>>    to the tools.
>>>  - For the buffer routines with the new cdesc descriptor,
>>>    new interfaces are added for the tools people,
>>>    e.g., MPI_Send_cdesc and MPI_Isend_cdesc.
>>> 
>>>  Pro: I'm not sure whether there is a real pro?
>>> 
>>>       Bill, can you add the pros, it is your option.
>>> 
>>>  Con: An additional new interface for the tools folk.
>>>       It is not backward compatible for users who really
>>>       intercept the Fortran MPI interface.
>>> 
>>> My favorite in the moment, i.e. at the starting of
>>> the pro-con-discussion: Option 2.
>>> 
>>> Best regards
>>> Rolf
>>> 
>>> 
>>> 
>>> ----- Original Message -----
>>>> From: "Rolf Rabenseifner" <rabenseifner at hlrs.de
>>>> <mailto:rabenseifner at hlrs.de>>
>>>> To: longb at cray.com <mailto:longb at cray.com>
>>>> Cc: "Jeff Squyres (jsquyres)" <jsquyres at cisco.com
>>>> <mailto:jsquyres at cisco.com>>, "Craig E Rasmussen"
>>>> <rasmus at cas.uoregon.edu <mailto:rasmus at cas.uoregon.edu>>, "Hubert
>>>> Ritzdorf"
>>>> <Hubert.Ritzdorf at emea.nec.com <mailto:Hubert.Ritzdorf at emea.nec.com>>,
>>>> "Martin Schulz" <schulzm at llnl.gov <mailto:schulzm at llnl.gov>>, "Tobias
>>>> Burnus" <burnus at net-b.de <mailto:burnus at net-b.de>>
>>>> Sent: Monday, March 25, 2013 12:21:39 PM
>>>> Subject: Re: [MPI3 Fortran] [Mpi-comments] MPI 3.0: Fortran 2008
>>>> interface - issue with the LOGICAL kind
>>>> Yes, this freedom (1)-(4) in Bill's email is important.
>>>> 
>>>> In our discussion, we forgot one additional reason why we defined
>>>> it as it is written in MPI-3.0 Section 17.1.5, page 605:
>>>> 
>>>> - It should be possible to implement the interfaces with
>>>> these non-standard Fortran-void-* directives,
>>>> and later on,
>>>> to substitute this implementation by new ones
>>>> that are based on TS 29113.
>>>> - When doing this substitution, it should be save for
>>>> applications when the application is not re-compiled.
>>>> - More than that, it should be possible to combine older
>>>> .o files with newly TS 29113 based .o files.
>>>> - For this, we decided, that the implementation has to switch
>>>> from non-BIND(C) to BIND(C) at least in the MPI_ISEND
>>>> routine group when switching to MPI_SUBARRAYS_SUPPORTED==.TRUE.
>>>> - The real trick is that the linker name must be changed.
>>>> - This all is valid for both, the new mpi_f08 module,
>>>> and the old mpi module.
>>>> 
>>>> A second issue in our discussion is always, which changes
>>>> we want to do to the mpi_f08 MPI-3.0 user interface.
>>>> I want to remember that this user interface is defined
>>>> according following rules.
>>>> If a user modifies his source to use everywhere mpi_f08,
>>>> he/she has to modify:
>>>> - He/she has to substitute the "include 'mpif.h'" or "use mpi"
>>>> statements by "use mpi_f08".
>>>> - He/she has to modify all handle and status declarations.
>>>> - In the executable statements, he/she has to substitute all
>>>> status(MPI_TAG), status(MPI_SOURCE), status(MPI_ERROR)
>>>> accesses into
>>>> status%MPI_TAG, status%MPI_SOURCE, status%MPI_ERROR.
>>>> - Callback routines need more effort due to the
>>>> abstract interface definitions.
>>>> This is touched by ticket #364, i.e.,
>>>> the MPI-3.0 BIND(C) of callbacks had to be removed.
>>>> - Changes in the interfaces are only
>>>> -- all handles use the new handle types
>>>> and in
>>>> -- MPI_User_function,
>>>> -- MPI_Datarep_conversion_function,
>>>> the buffers are done with TYPE(C_TR), VALUE.
>>>> 
>>>> This should be all.
>>>> All other user correct code should directly compile with the new
>>>> mpi_f08 module.
>>>> We should not change these things, except the necessary
>>>> errata in #364.
>>>> 
>>>> I see that we have some freedom only in the area,
>>>> what we do internally (together with linker names) and with PMPI,
>>>> but not in the user interface.
>>>> If we add additional user interfaces (e.g. overloading the LOGICAL
>>>> with INTEGER arguments)
>>>> we would only make it more complicate.
>>>> 
>>>> Best regards
>>>> Rolf
>>>> 
>>>> 
>>>> ----- Original Message -----
>>>>> From: "Bill Long" <longb at cray.com <mailto:longb at cray.com>>
>>>>> To: "Rolf Rabenseifner" <rabenseifner at hlrs.de
>>>>> <mailto:rabenseifner at hlrs.de>>
>>>>> Cc: "Jeff Squyres (jsquyres)" <jsquyres at cisco.com
>>>>> <mailto:jsquyres at cisco.com>>, "Craig E
>>>>> Rasmussen" <rasmus at cas.uoregon.edu <mailto:rasmus at cas.uoregon.edu>>,
>>>>> "Hubert Ritzdorf"
>>>>> <Hubert.Ritzdorf at emea.nec.com
>>>>> <mailto:Hubert.Ritzdorf at emea.nec.com>>, "Martin Schulz"
>>>>> <schulzm at llnl.gov <mailto:schulzm at llnl.gov>>,
>>>>> "Tobias Burnus" <burnus at net-b.de <mailto:burnus at net-b.de>>
>>>>> Sent: Sunday, March 24, 2013 5:59:38 PM
>>>>> Subject: Re: [MPI3 Fortran] [Mpi-comments] MPI 3.0: Fortran 2008
>>>>> interface - issue with the LOGICAL kind
>>>>> This time is OK for me. I'll look for the webex email.
>>>>> 
>>>>> I would like to note that the various options discussed are not
>>>>> necessarily "all or nothing" propositions. An implementation could
>>>>> use
>>>>> the thin wrappers in a module approach to eliminate the bad Fortran
>>>>> types problems for most of the MPI routines, but also have some
>>>>> routines
>>>>> implemented in a different way, such as (1) all in Fortran that is
>>>>> callable from C, (2) all in C that is called through an interface
>>>>> directly from Fortran, (3) as a fat wrapper in Fortran, or (4) a
>>>>> completely replicated routine for the Fortran implementation. There
>>>>> is
>>>>> no reason that all of the routines have to be the same method - in
>>>>> fact
>>>>> probably good arguments against that in some cases. We just need to
>>>>> have
>>>>> the rules such that the tools have some known name to intercept.
>>>>> Along
>>>>> the lines of "If implementation method X is chosen for routine
>>>>> MPI_xxx,
>>>>> then these are the linker name requirements:.....".
>>>>> 
>>>>> Cheers,
>>>>> Bill
>>>>> 
>>>>> 
>>>>> 
>>>>> On 3/23/13 2:11 AM, Rolf Rabenseifner wrote:
>>>>>> Dear Jeff, Craig, Bill, Hubert, Martin, and Tobias,
>>>>>> 
>>>>>> I expect that this is the total group that discusses the
>>>>>> Fortran LOGICAL etc. problem.
>>>>>> We learnt that the solutions also touch the PMPI concept.
>>>>>> There was a telecon between Craig, Jeff and Bill with the proposal
>>>>>> at the end of this email.
>>>>>> I like to understand this proposal and therefore I asked Jeff
>>>>>> for explanations. I would like to open this for the whole group.
>>>>>> 
>>>>>>> I have meetings at 9am and 1pm is eastern on Monday. I can talk
>>>>>>> any
>>>>>>> other time.
>>>>>>> Craig prob can't attend because he's 3 hours earlier, but that's
>>>>>>> prob ok.
>>>>>> 
>>>>>> Monday March 25,
>>>>>> - 4 PM Central European Time CET
>>>>>> = 11 AM Eastern Daylight Time EST/EDT
>>>>>> = 8 AM Pacific Time
>>>>>> 
>>>>>> I hope these relations are correct. Would this work for you?
>>>>>> 
>>>>>> At least for Jeff and me, because I want to understand
>>>>>> what they discussed with their proposal.
>>>>>> 
>>>>>> Jeff, can you set up a webex?
>>>>>> 
>>>>>> Best regards
>>>>>> Rolf
>>>>>> 
>>>>>> ----- Original Message -----
>>>>>>> From: "Jeff Squyres (jsquyres)" <jsquyres at cisco.com
>>>>>>> <mailto:jsquyres at cisco.com>>
>>>>>>> To: "Rolf Rabenseifner" <rabenseifner at hlrs.de
>>>>>>> <mailto:rabenseifner at hlrs.de>>
>>>>>>> Cc: "Craig E Rasmussen" <rasmus at cas.uoregon.edu
>>>>>>> <mailto:rasmus at cas.uoregon.edu>>
>>>>>>> Sent: Friday, March 22, 2013 8:01:23 PM
>>>>>>> Subject: Re: [MPI3 Fortran] [Mpi-comments] MPI 3.0: Fortran 2008
>>>>>>> interface - issue with the LOGICAL kind
>>>>>>> Btw, I'm not sure how this is not the least surprise.
>>>>>>> 
>>>>>>> We can't change the params to not be logical, yes we must still
>>>>>>> allow
>>>>>>> for calling to c. So the overloaded solution is the only one.
>>>>>>> 
>>>>>>> And the new Integer param signature must have a new bind name so
>>>>>>> as
>>>>>>> to
>>>>>>> did ambiguity it from the one we published in MPI3. See my
>>>>>>> previous
>>>>>>> mail about this.
>>>>>>> 
>>>>>>> I have meetings at 9am and 1pm is eastern on Monday. I can talk
>>>>>>> any
>>>>>>> other time.
>>>>>>> 
>>>>>>> Craig prob can't attend because he's 3 hours earlier, but that's
>>>>>>> prob
>>>>>>> ok.
>>>>>>> 
>>>>>>> Sent from my phone. No type good.
>>>>>>> 
>>>>>>> On Mar 22, 2013, at 8:51 AM, "Rolf Rabenseifner"
>>>>>>> <rabenseifner at hlrs.de <mailto:rabenseifner at hlrs.de>> wrote:
>>>>>>> 
>>>>>>>> Jeff,
>>>>>>>> 
>>>>>>>> can I call you by phone?
>>>>>>>> I would like to talk to you as the binding responsible and MPI
>>>>>>>> chair.
>>>>>>>> 
>>>>>>>>> 2. Replace the current binding names for MPI functions with
>>>>>>>>> LOGICAL
>>>>>>>>> dummy arguments with a different name and replacing LOGICAL
>>>>>>>>> type
>>>>>>>>> with
>>>>>>>>> default INTEGER arguments. The name must be changed so as to
>>>>>>>>> not
>>>>>>>> ...
>>>>>>>> This is a hard step and far away from "last surprise".
>>>>>>>> 
>>>>>>>> I would like to learn how it came out as a result of your
>>>>>>>> telecon,
>>>>>>>> before I try to go the next step (e.g. email answer).
>>>>>>>> 
>>>>>>>> Best regards
>>>>>>>> Rolf
>>>>>>>> 
>>>>>>>> ----- Original Message -----
>>>>>>>>> From: "Craig Rasmussen" <rasmus at cas.uoregon.edu
>>>>>>>>> <mailto:rasmus at cas.uoregon.edu>>
>>>>>>>>> To: "MPI-3 Fortran working group"
>>>>>>>>> <mpi3-fortran at lists.mpi-forum.org
>>>>>>>>> <mailto:mpi3-fortran at lists.mpi-forum.org>>
>>>>>>>>> Cc: "Hubert Ritzdorf" <Hubert.Ritzdorf at emea.nec.com
>>>>>>>>> <mailto:Hubert.Ritzdorf at emea.nec.com>>, "Martin
>>>>>>>>> Schulz" <schulzm at llnl.gov <mailto:schulzm at llnl.gov>>
>>>>>>>>> Sent: Friday, March 22, 2013 4:29:36 PM
>>>>>>>>> Subject: Re: [MPI3 Fortran] [Mpi-comments] MPI 3.0: Fortran
>>>>>>>>> 2008
>>>>>>>>> interface - issue with the LOGICAL kind
>>>>>>>>> 
>>>>>>>>> Bill Long, Jeff Squyres, and I had a phone conversation
>>>>>>>>> yesterday
>>>>>>>>> and came up with a straw man proposal. We believe it fixes the
>>>>>>>>> LOGICAL argument problem while satisfying three major goals:
>>>>>>>>> 
>>>>>>>>> 1. Backwards compatibility.
>>>>>>>>> 2. Flexibility so that efficient implementations can be
>>>>>>>>> produced
>>>>>>>>> on
>>>>>>>>>   a variety of hardware.
>>>>>>>>> 3. Not dramatically increase the complexity for the tools
>>>>>>>>>   community.
>>>>>>>>> 4. Ensure that the changes won't be seen by ordinary Fortran
>>>>>>>>> MPI
>>>>>>>>>   users.
>>>>>>>>> 
>>>>>>>>> The straw man proposal is:
>>>>>>>>> 
>>>>>>>>> 1. Remove the current binding names for MPI functions with
>>>>>>>>> LOGICAL
>>>>>>>>> dummy arguments (. This must be done because these interfaces
>>>>>>>>> break
>>>>>>>>> the Fortran standard.
>>>>>>>>> 2. Replace the current binding names for MPI functions with
>>>>>>>>> LOGICAL
>>>>>>>>> dummy arguments with a different name and replacing LOGICAL
>>>>>>>>> type
>>>>>>>>> with
>>>>>>>>> default INTEGER arguments. The name must be changed so as to
>>>>>>>>> not
>>>>>>>>> conflict with the current name with LOGICAL arguments. For
>>>>>>>>> example,
>>>>>>>>> the binding name "MPI_Test_f08" will be replaced by
>>>>>>>>> "MPI_Test_int_f08"
>>>>>>>>> (exact replacement name open for discussion). The Fortran
>>>>>>>>> implementation of the function MPI_Test must call
>>>>>>>>> MPI_Test_int_f08
>>>>>>>>> as soon as possible for the tools implementers.
>>>>>>>>> 3. Implementation of the Fortran PMPI calling convention will
>>>>>>>>> be
>>>>>>>>> made optional (we think it already it). If an MPI implementer
>>>>>>>>> doesn't
>>>>>>>>> provide the MPI_F08 binding names, then it must call the C MPI
>>>>>>>>> implementation in a thin Fortran wrapper so that the tools
>>>>>>>>> implementers can intercept the call in C. An MPI implementation
>>>>>>>>> shall not provide/call both the MPI_F08 binding name and the C
>>>>>>>>> name.
>>>>>>>>> 
>>>>>>>>> Option 2 allows some MPI vendors to implement MPI functions
>>>>>>>>> entirely within Fortran (using the MPI_f08 binding names),
>>>>>>>>> if this is more efficient.
>>>>>>>>> 
>>>>>>>>> Option 3 allows some MPI implementations to place Fortran
>>>>>>>>> wrappers
>>>>>>>>> inside modules where they may be inlined by the compiler for
>>>>>>>>> efficiency.
>>>>>>>>> 
>>>>>>>>> Craig Rasmussen
>>>>>>>>> CAS Scientific Programmer
>>>>>>>>> rasmus at cas.uoregon.edu <mailto:rasmus at cas.uoregon.edu>
>>>>>> 
>>>>> 
>>>>> --
>>>>> Bill Long longb at cray.com <mailto:longb at cray.com>
>>>>> Fortran Technical Support & voice: 651-605-9024
>>>>> Bioinformatics Software Development fax: 651-605-9142
>>>>> Cray Inc./Cray Plaza, Suite 210/380 Jackson St./St. Paul, MN 55101
>>>> 
>>>> --
>>>> Dr. Rolf Rabenseifner . . . . . . . . . .. email rabenseifner at hlrs.de
>>>> <mailto:rabenseifner at hlrs.de>
>>>> High Performance Computing Center (HLRS) . phone ++49(0)711/685-65530
>>>> University of Stuttgart . . . . . . . . .. fax ++49(0)711 / 685-65832
>>>> Head of Dpmt Parallel Computing . . . www.hlrs.de/people/rabenseifner
>>>> <http://www.hlrs.de/people/rabenseifner>
>>>> Nobelstr. 19, D-70550 Stuttgart, Germany . . . . (Office: Room 1.307)
>>> 
>>> --
>>> Dr. Rolf Rabenseifner . . . . . . . . . .. email rabenseifner at hlrs.de
>>> <mailto:rabenseifner at hlrs.de>
>>> High Performance Computing Center (HLRS) . phone ++49(0)711/685-65530
>>> University of Stuttgart . . . . . . . . .. fax ++49(0)711 / 685-65832
>>> Head of Dpmt Parallel Computing . . . www.hlrs.de/people/rabenseifner
>>> <http://www.hlrs.de/people/rabenseifner>
>>> Nobelstr. 19, D-70550 Stuttgart, Germany . . . . (Office: Room 1.307)
>> 
> 
> --
> Bill Long                                           longb at cray.com
> Fortran Technical Support    &                 voice: 651-605-9024
> Bioinformatics Software Development            fax:   651-605-9142
> Cray Inc./Cray Plaza, Suite 210/380 Jackson St./St. Paul, MN 55101
> 
> 
> 
> 
> Click https://www.mailcontrol.com/sr/PSMHhYrWn2nGX2PQPOmvUmmLQnadxIEhPqNHPbHRv8fTzNoj9ICXcB470Jlue7Tvj5KdIm2MzNwfmF8UmgH1OQ==  to report this email as spam.

________________________________________________________________________
Martin Schulz, schulzm at llnl.gov, http://people.llnl.gov/schulzm
CASC @ Lawrence Livermore National Laboratory, Livermore, USA







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