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From: Susan Blackford Ostrouchov <susan@CS.UTK.EDU>
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Subject: BLAST Forum minutes


Attached is our draft of the minutes from the BLAST Forum meeting
in Nashville, TN on Feb. 19-20, 1996.  Let me know AS SOON AS POSSIBLE
if you have any comments or corrections.

I will be sending the minutes to the blast-comm mailing list on
Monday, March 4th.

Susan...



BLAST Forum MINUTES

Date:  Feb. 19-20, 1996

Location:  Embassy Suites, Nashville, TN

Twenty-four people attended the BLAST Forum in Nashville, TN on
February 19-20, 1996.

Susan Ostrouchov and Andrew Lumsdaine agreed to take minutes for the meetings.

   http://www.netlib.org/utk/papers/blast-forum.html

------------------

February 19, 1996

Jack Dongarra opened the meeting by welcoming everyone and inviting
everyone to introduce themselves.  He then gave a brief summary of the
BLAS Technical Workshop held in November, 1995 in Knoxville, TN, and
the Birds-Of-A-Feather session held at SuperComputing '95 in San
Diego, CA.

The discussion began with the question ``What do we want to
accomplish?''.  Basic functionality was stressed along with who will
benefit from our efforts.  Our efforts should leverage from existing
technology and provide backward compatibility.  No particular
programming language will be primary, instead we will discuss syntax
and semantics that apply to Fortran 77, Fortran 90, C, and C++.  We
discussed portability and efficiency and at what levels of the
interface each is most important.  It was proposed that we need to
provide testing software and specifications for BLAS routines in
general.  It would be good to supply reference implementations
of what is agreed on as we identify and define the interface.
Matrix creation routines were proposed for the parallel
BLAS, and ``multiple instances'' routines were proposed for the dense
serial BLAS.  The inclusion of interval BLAS was also proposed.

BLAS Lite would provide a highly efficient set of computational kernels for
basic linear algebra operations.  The interface would be light weight 
in the sense that they would have little overhead and provide for
good performance on all problem sizes, in particular small size problems.

The interface would have
  No run-time function overloading with additional arguments.
    (Such an interface could be provided on top of this layer.)
  No error-checking should be performed.
  No character string arguments should be allowed.
  Code should be inlineable.
  Software should allow caching of reusable structure information.
  Separate interface for stride 1 operations is needed.

The idea of ``layering'' of the BLAS packages
in a hierarchical view of development was presented.
We propose to build an object-based interface on the top of the Lite
BLAS.  A straw vote was taken on the issue of whether the user
interface should be object-based or lite-based.  Thirteen people
voted to discuss both issues together, zero people voted to discuss
solely object-based, and ten people voted to discuss solely
lite-based BLAS.

Jack Dongarra proposed that the rules for the meeting be adopted 
that are similar to those that were established for the MPI and 
HPF Forum meetings.  These rules may be viewed via the URL:

   http://www.netlib.org/utk/papers/blast-forum-rules.html

Issues of advertising and mailing lists were also discussed.
It was decided that an aggressive strategy should be used to encourage 
more application programmers and hardware and software vendors to attend. 

It was decided to restrict discussion to 3 primary meta-subgroups:
abstract functionality, BLAS Lite, and object-based BLAS.

Barry Smith presented a discussion on abstract functionality for all
versions of the BLAS.  His basic question was ``What should the BLAS
be?''.  He chose to ignore the issues specific to dense, sparse, or
parallel BLAS, and instead discuss the general functionality issues
pertaining to the different types.  A second question was: ``Is
functionality directly related to parallelism?''.  Again the issue of
``multiple instances'' was discussed.  There are different ways of
classifying functionality -- BLAS-like and tensor notation.  Should we
extend our classification of the BLAS to a different notation?

It was concluded that we need input from the user community on the
most needed functionality.  We will create a web page to present our
proposed functionality and ask for comments and suggestions.  

After a break, Andrew Lumsdaine presented a proposal for an object-based
interface for the BLAS.  He began by asking

     What are the objects?
     What attributes should they have?
     What functionality should they have?

Some of the key questions that were addressed were:

1.  Is a vector a matrix or something else?
2.  Are sparsity, symmetry, triangular attributes or should they be
    different types?

On question #1, Robert van de Geijn strongly suggested that vectors
and matrices should be considered separately.  He proposed that we
consider vectors, multi-vectors, matrices and multi-matrices.  This
view was seconded was several people in the audience including those
proposing the inclusion of ``multiple instances'' routines in the
BLAS.

On question #2, Barry Smith suggested that we consider them as both,
and proposed that we prepare a list of attributes.

It was also proposed that we create and provide class libraries.  We
should propose class definitions for each language, and these will
live on top of the same kernels.  We would be restricted by the shared
features of all four languages.  The ``lite'' kernels are language
independent, and only at the higher level do the interfaces need to
interact with the specifics of the language.

It was then asked what storage formats should be supported.  Should
the formats be explicit (since different formats offer different
performance at different stages), and should the functions be
``objectified'', i.e., persistent functions?  It was decided that we
should allow matrix free formats, and allow arbitrary block sizes.

And finally, Anne Trefethen presented her remarks on library development
as it was done in the CMSSL library at Thinking Machines.  She presented
object-based examples, shifts, poly-shifts (shifts from multiple
dimensions), matrix extraction, and partitioned gather/scatter.

After dinner, Robert van de Geijn presented a brief session to discuss
his ideas on matrix distribution in the parallel setting.


February 20, 1996

Jack Dongarra opened the morning session with a summary of the
previous day's discussions.  The first topic of the morning was a
continuation of the discussion of the object-based BLAS interface,
which was again led by Andrew Lumsdaine.  During this session, the
discussion was focused on categorizing important issues to be
addressed regarding objet-based BLAS.  Besides those from the previous
object-based BLAS session, the following issues were raised:

  o) Who are the users of the object-based BLAS?
  o) Sub-matrices should be able to be extracted easily.
  o) A means for expressing blocking must be provided.  Blocking
     issues can be due to application, algorithm, and architecture,
     and all three types of blocking need to be considered, as well as
     other types of spatial and temporal locality that might impact
     performance.
  o) A generalization of the blocking specification would be the
     provision of a general "hints" interface.  Kaufman stressed the
     importance of providing good defaults for such an interface. 
  o) A clean and efficient interface for building and accessing
     objects must be provided.  One particular case that was discussed
     by van de Geijn was that of elemental construction.
  o) Hierarchical definitions of vectors and matrices should be
     supported.
  o) Proper indexing abstractions, both for sequential and distributed
     objects, are important.  This issue is related to blocking
     and submatrix extraction.
  o) What language interfaces should be provided, and what syntax and
     semantics should be associated?
  o) What properties will the matrix and vector objects have?  Will
     they be mutable?
  o) The issue of multiple instances was again discussed and must
     clearly be supported.  One issue to be resolved is how regular or
     irregular multiple instance problems may be.
     
Next, Robert van de Geijn presented an overview of hp-adaptive methods in
order to illustrate some of the issues that arise in real
applications.  (The need for involvement from the applications
community was a recurring theme throughout the meeting.)  One new
issue that was brought up by Robert's example was the need for
providing matrices that can be dynamically sized.  

After a short break, the meeting resumed and Barry Smith began with an
overview of his impressions of the previous day's discussions.  He
presented a chart to illustrate the interactions between the so-called
lite level, the object-based level, the language bindings, and the
BLAS compatibility layer.  Interacting with all of these was the
specification of functionality.

Barry then presented an example of lite-level and object-level
code to illustrate what he perceived to be the important differences.
He stressed the importance of clearly distinguishing between the two
levels in terms of their requirements.  Anne Trefethen raised the important
point that even though the forum is initially considering the design
of sequential functions that it is extremely important to consider the
impact of our design decisions on future use of the functions by
parallel libraries (in particular the parallel BLAS).

Some discussion of language interfaces followed and there was some
debate about what the F77 and C interfaces should look like.  van de
Geijn presented an example of a F77 parallel Cholesky factorization
using an object-flavored library.  Some of the Fortran programmers in
the audience were not comfortable with the programming practices used
in the example and were not certain whether an object-based interface
would find wide acceptance in the F77 community.  Barry Smith then suggested
that perhaps an object-based interface for F77 should not be
supported.  Lumsdaine mentioned that in the MPI Forum, such issues are
handled by letting interested parties work on the areas that are of
concern to them, i.e., if someone wants F77 support, they should
propose the interface and participate in the BLAST forum. 

Following lunch, Linda Kaufman led a discussion of BLAS functionality.
The primary issues discussed were
  o) Generalizing certain vector operations (e.g., AXPY) to the
     matrix case.  There was general agreement that this was sensible
     in the dense case. 
  o) Householder transformations should be supported.
  o) The necessity of supporting multiple instances.  Again, the issue
     of how regular a collection of problems would have to be to be
     considered a multiple instance was discussed.  Tensors were
     mentioned as possibly being an appropriate mathematical tool for
     discussing multiple instance problems.
  o) Operations of the form A*B*C might be considered for support.

Thread safety was also raised as a concern.

Sven Hammarling next discussed a proposal from Demmal and Kahan for
extended precision BLAS.  This was felt to be a difficult issue
because of the need for hardware support in order to obtain high
performance.  On the other hand, the proposal was felt to be a
reasonable one.  Support for interval arithmetic was also discussed.

Dongarra wrapped up the meeting by establishing the following
subgroups and their leaders:

  Functionality -- Sven Hammarling and Barry Smith
  Lite -- Tony Skjellum and Barry Smith
  Object-based -- Andrew Lumsdaine and Anne Trefethen

Mailing lists would be setup for these subgroup as well as a general 
mailing list and a mailing list for people who have attended the Forum.

  blast-comm
  blast-core
  blast-function
  blast-lite
  blast-ob

A Web page will be set up and advertised and will be used to gather
comments on the forum discussions.  In particular, we are interested
in finding out what functionality the user community feels to be
important.  

The dates of the next forum meetings are:

  April 12 @ Copper Mountain (not a working meeting)
  May 20-22 (exact place and date to be decided within 2 weeks)
  Aug. 12-14
  Oct. 9-11 @ Coeur d'Alene (not a working meeting)
  Nov. 18-22 SuperComputing '96

Jack Dongarra mentioned that he would investigate possibilities for travel
funds (similar to MPI). These travel funds are intended to partially reimburse
travel for US academic participation.

The meeting was then adjourned by Jack Dongarra at 3:00 PM.


Attendees list for the February 19-20, 1996 BLAST Forum Meeting

Satish Balay         ANL                       balay@mcs.anl.gov
Puri Bangalore       Miss. State Univ.         puri@cs.msstate.edu
Phil Bording         Univ. of Texas, Austin    bording@utig.ig.utexas.edu
Andrew Cleary        Univ. of TN               cleary@cs.utk.edu
John Dempsey         SUNY Albany               dempsey@cs.albany.edu
Jack Dongarra        Univ. of TN / ORNL        dongarra@cs.utk.edu
Bruce Greer          Intel -- WTL              bruce_s_greer@ccm.jf.intel.com
Sven Hammarling      NAG, UK / Univ. of TN     hammarli@cs.utk.edu
Chenyi Hu            Univ. of Houston-Downtown chu@uh.edu
Naoki Iwata          NEC Systems Laboratory    iwata@hstc.necsyl.com
Chandrika Kamath     DEC                       kamath@caldec.enet.dec.com
Linda Kaufman        Bell Labs                 lck@research.att.com
Hsin-Ying Lin        HP Convex Technology Ctr. lin@rsn.hp.com
Andrew Lumsdaine     Univ. of Notre Dame       Andrew.Lumsdaine@nd.edu
Joan McComb          IBM Poughkeepsie          mccomb@vnet.ibm.com
Esmond Ng            ORNL                      ngeg@ornl.gov
Susan Ostrouchov     Univ. of TN               susan@cs.utk.edu
Antoine Petitet      Univ. of TN               petitet@cs.utk.edu
Padma Raghavan       Univ. of TN               padma@cs.utk.edu
Barry Smith          ANL                       bsmith@mcs.anl.gov
Anne Trefethen       Cornell Theory Center     aet@tc.cornell.edu
Robert van de Geijn  Univ. of Texas, Austin    rvdg@cs.utexas.edu
Jerzy Wasniewski     UNI-C, Denmark            jerzy.wasniewski@uni-c.dk
Clint Whaley         Univ. of TN               rwhaley@cs.utk.edu
Yuan-Jye Jason Wu    ANL                       jwu@mcs.anl.gov

From dongarra@CS.UTK.EDU Fri Mar  1 16:34:18 1996
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Date: Fri, 01 Mar 1996 15:38:07 +0600
From: hu@happy.dt.uh.edu
Subject: Re: BLAST Forum minutes
To: blast-core@CS.UTK.EDU, susan@CS.UTK.EDU
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Content-transfer-encoding: 7BIT
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Susan,

	Thanks for the minutes! 
	
	I wish a sentence could be added after "Support for interval 
arithmetic was also discussed." The sentence to be added could be: 
Jack Dongarra asked Chenyi Hu briely introduced interval computing. Hu 
suggested to establish an interval BLAS subgroup.

	In fact, after I came back from the Forum, I have solicited
members for the interval BLAS subgroup in the interval research community. 
About 10 researchers in different countries have joint the interval
BLAS subgroup in the last few days. 

Sincerely,

Chenyi Hu 



> From: Susan Blackford Ostrouchov <susan@cs.utk.edu>
> Subject: BLAST Forum minutes

> 
> Attached is our draft of the minutes from the BLAST Forum meeting
> in Nashville, TN on Feb. 19-20, 1996.  Let me know AS SOON AS POSSIBLE
> if you have any comments or corrections.
> 
> I will be sending the minutes to the blast-comm mailing list on
> Monday, March 4th.
> 
> Susan...
> 
> 
> 
> BLAST Forum MINUTES
> 
> Date:  Feb. 19-20, 1996
> 
> Location:  Embassy Suites, Nashville, TN
> 
> Twenty-four people attended the BLAST Forum in Nashville, TN on
> February 19-20, 1996.
> 
> Susan Ostrouchov and Andrew Lumsdaine agreed to take minutes for the meetings.
> 
>    http://www.netlib.org/utk/papers/blast-forum.html
> 
> ------------------
> 
> February 19, 1996
> 
> Jack Dongarra opened the meeting by welcoming everyone and inviting
> everyone to introduce themselves.  He then gave a brief summary of the
> BLAS Technical Workshop held in November, 1995 in Knoxville, TN, and
> the Birds-Of-A-Feather session held at SuperComputing '95 in San
> Diego, CA.
> 
> The discussion began with the question ``What do we want to
> accomplish?''.  Basic functionality was stressed along with who will
> benefit from our efforts.  Our efforts should leverage from existing
> technology and provide backward compatibility.  No particular
> programming language will be primary, instead we will discuss syntax
> and semantics that apply to Fortran 77, Fortran 90, C, and C++.  We
> discussed portability and efficiency and at what levels of the
> interface each is most important.  It was proposed that we need to
> provide testing software and specifications for BLAS routines in
> general.  It would be good to supply reference implementations
> of what is agreed on as we identify and define the interface.
> Matrix creation routines were proposed for the parallel
> BLAS, and ``multiple instances'' routines were proposed for the dense
> serial BLAS.  The inclusion of interval BLAS was also proposed.
> 
> BLAS Lite would provide a highly efficient set of computational kernels for
> basic linear algebra operations.  The interface would be light weight 
> in the sense that they would have little overhead and provide for
> good performance on all problem sizes, in particular small size problems.
> 
> The interface would have
>   No run-time function overloading with additional arguments.
>     (Such an interface could be provided on top of this layer.)
>   No error-checking should be performed.
>   No character string arguments should be allowed.
>   Code should be inlineable.
>   Software should allow caching of reusable structure information.
>   Separate interface for stride 1 operations is needed.
> 
> The idea of ``layering'' of the BLAS packages
> in a hierarchical view of development was presented.
> We propose to build an object-based interface on the top of the Lite
> BLAS.  A straw vote was taken on the issue of whether the user
> interface should be object-based or lite-based.  Thirteen people
> voted to discuss both issues together, zero people voted to discuss
> solely object-based, and ten people voted to discuss solely
> lite-based BLAS.
> 
> Jack Dongarra proposed that the rules for the meeting be adopted 
> that are similar to those that were established for the MPI and 
> HPF Forum meetings.  These rules may be viewed via the URL:
> 
>    http://www.netlib.org/utk/papers/blast-forum-rules.html
> 
> Issues of advertising and mailing lists were also discussed.
> It was decided that an aggressive strategy should be used to encourage 
> more application programmers and hardware and software vendors to attend. 
> 
> It was decided to restrict discussion to 3 primary meta-subgroups:
> abstract functionality, BLAS Lite, and object-based BLAS.
> 
> Barry Smith presented a discussion on abstract functionality for all
> versions of the BLAS.  His basic question was ``What should the BLAS
> be?''.  He chose to ignore the issues specific to dense, sparse, or
> parallel BLAS, and instead discuss the general functionality issues
> pertaining to the different types.  A second question was: ``Is
> functionality directly related to parallelism?''.  Again the issue of
> ``multiple instances'' was discussed.  There are different ways of
> classifying functionality -- BLAS-like and tensor notation.  Should we
> extend our classification of the BLAS to a different notation?
> 
> It was concluded that we need input from the user community on the
> most needed functionality.  We will create a web page to present our
> proposed functionality and ask for comments and suggestions.  
> 
> After a break, Andrew Lumsdaine presented a proposal for an object-based
> interface for the BLAS.  He began by asking
> 
>      What are the objects?
>      What attributes should they have?
>      What functionality should they have?
> 
> Some of the key questions that were addressed were:
> 
> 1.  Is a vector a matrix or something else?
> 2.  Are sparsity, symmetry, triangular attributes or should they be
>     different types?
> 
> On question #1, Robert van de Geijn strongly suggested that vectors
> and matrices should be considered separately.  He proposed that we
> consider vectors, multi-vectors, matrices and multi-matrices.  This
> view was seconded was several people in the audience including those
> proposing the inclusion of ``multiple instances'' routines in the
> BLAS.
> 
> On question #2, Barry Smith suggested that we consider them as both,
> and proposed that we prepare a list of attributes.
> 
> It was also proposed that we create and provide class libraries.  We
> should propose class definitions for each language, and these will
> live on top of the same kernels.  We would be restricted by the shared
> features of all four languages.  The ``lite'' kernels are language
> independent, and only at the higher level do the interfaces need to
> interact with the specifics of the language.
> 
> It was then asked what storage formats should be supported.  Should
> the formats be explicit (since different formats offer different
> performance at different stages), and should the functions be
> ``objectified'', i.e., persistent functions?  It was decided that we
> should allow matrix free formats, and allow arbitrary block sizes.
> 
> And finally, Anne Trefethen presented her remarks on library development
> as it was done in the CMSSL library at Thinking Machines.  She presented
> object-based examples, shifts, poly-shifts (shifts from multiple
> dimensions), matrix extraction, and partitioned gather/scatter.
> 
> After dinner, Robert van de Geijn presented a brief session to discuss
> his ideas on matrix distribution in the parallel setting.
> 
> 
> February 20, 1996
> 
> Jack Dongarra opened the morning session with a summary of the
> previous day's discussions.  The first topic of the morning was a
> continuation of the discussion of the object-based BLAS interface,
> which was again led by Andrew Lumsdaine.  During this session, the
> discussion was focused on categorizing important issues to be
> addressed regarding objet-based BLAS.  Besides those from the previous
> object-based BLAS session, the following issues were raised:
> 
>   o) Who are the users of the object-based BLAS?
>   o) Sub-matrices should be able to be extracted easily.
>   o) A means for expressing blocking must be provided.  Blocking
>      issues can be due to application, algorithm, and architecture,
>      and all three types of blocking need to be considered, as well as
>      other types of spatial and temporal locality that might impact
>      performance.
>   o) A generalization of the blocking specification would be the
>      provision of a general "hints" interface.  Kaufman stressed the
>      importance of providing good defaults for such an interface. 
>   o) A clean and efficient interface for building and accessing
>      objects must be provided.  One particular case that was discussed
>      by van de Geijn was that of elemental construction.
>   o) Hierarchical definitions of vectors and matrices should be
>      supported.
>   o) Proper indexing abstractions, both for sequential and distributed
>      objects, are important.  This issue is related to blocking
>      and submatrix extraction.
>   o) What language interfaces should be provided, and what syntax and
>      semantics should be associated?
>   o) What properties will the matrix and vector objects have?  Will
>      they be mutable?
>   o) The issue of multiple instances was again discussed and must
>      clearly be supported.  One issue to be resolved is how regular or
>      irregular multiple instance problems may be.
>      
> Next, Robert van de Geijn presented an overview of hp-adaptive methods in
> order to illustrate some of the issues that arise in real
> applications.  (The need for involvement from the applications
> community was a recurring theme throughout the meeting.)  One new
> issue that was brought up by Robert's example was the need for
> providing matrices that can be dynamically sized.  
> 
> After a short break, the meeting resumed and Barry Smith began with an
> overview of his impressions of the previous day's discussions.  He
> presented a chart to illustrate the interactions between the so-called
> lite level, the object-based level, the language bindings, and the
> BLAS compatibility layer.  Interacting with all of these was the
> specification of functionality.
> 
> Barry then presented an example of lite-level and object-level
> code to illustrate what he perceived to be the important differences.
> He stressed the importance of clearly distinguishing between the two
> levels in terms of their requirements.  Anne Trefethen raised the important
> point that even though the forum is initially considering the design
> of sequential functions that it is extremely important to consider the
> impact of our design decisions on future use of the functions by
> parallel libraries (in particular the parallel BLAS).
> 
> Some discussion of language interfaces followed and there was some
> debate about what the F77 and C interfaces should look like.  van de
> Geijn presented an example of a F77 parallel Cholesky factorization
> using an object-flavored library.  Some of the Fortran programmers in
> the audience were not comfortable with the programming practices used
> in the example and were not certain whether an object-based interface
> would find wide acceptance in the F77 community.  Barry Smith then suggested
> that perhaps an object-based interface for F77 should not be
> supported.  Lumsdaine mentioned that in the MPI Forum, such issues are
> handled by letting interested parties work on the areas that are of
> concern to them, i.e., if someone wants F77 support, they should
> propose the interface and participate in the BLAST forum. 
> 
> Following lunch, Linda Kaufman led a discussion of BLAS functionality.
> The primary issues discussed were
>   o) Generalizing certain vector operations (e.g., AXPY) to the
>      matrix case.  There was general agreement that this was sensible
>      in the dense case. 
>   o) Householder transformations should be supported.
>   o) The necessity of supporting multiple instances.  Again, the issue
>      of how regular a collection of problems would have to be to be
>      considered a multiple instance was discussed.  Tensors were
>      mentioned as possibly being an appropriate mathematical tool for
>      discussing multiple instance problems.
>   o) Operations of the form A*B*C might be considered for support.
> 
> Thread safety was also raised as a concern.
> 
> Sven Hammarling next discussed a proposal from Demmal and Kahan for
> extended precision BLAS.  This was felt to be a difficult issue
> because of the need for hardware support in order to obtain high
> performance.  On the other hand, the proposal was felt to be a
> reasonable one.  Support for interval arithmetic was also discussed.
> 
> Dongarra wrapped up the meeting by establishing the following
> subgroups and their leaders:
> 
>   Functionality -- Sven Hammarling and Barry Smith
>   Lite -- Tony Skjellum and Barry Smith
>   Object-based -- Andrew Lumsdaine and Anne Trefethen
> 
> Mailing lists would be setup for these subgroup as well as a general 
> mailing list and a mailing list for people who have attended the Forum.
> 
>   blast-comm
>   blast-core
>   blast-function
>   blast-lite
>   blast-ob
> 
> A Web page will be set up and advertised and will be used to gather
> comments on the forum discussions.  In particular, we are interested
> in finding out what functionality the user community feels to be
> important.  
> 
> The dates of the next forum meetings are:
> 
>   April 12 @ Copper Mountain (not a working meeting)
>   May 20-22 (exact place and date to be decided within 2 weeks)
>   Aug. 12-14
>   Oct. 9-11 @ Coeur d'Alene (not a working meeting)
>   Nov. 18-22 SuperComputing '96
> 
> Jack Dongarra mentioned that he would investigate possibilities for travel
> funds (similar to MPI). These travel funds are intended to partially reimburse
> travel for US academic participation.
> 
> The meeting was then adjourned by Jack Dongarra at 3:00 PM.
> 
> 
> Attendees list for the February 19-20, 1996 BLAST Forum Meeting
> 
> Satish Balay         ANL                       balay@mcs.anl.gov
> Puri Bangalore       Miss. State Univ.         puri@cs.msstate.edu
> Phil Bording         Univ. of Texas, Austin    bording@utig.ig.utexas.edu
> Andrew Cleary        Univ. of TN               cleary@cs.utk.edu
> John Dempsey         SUNY Albany               dempsey@cs.albany.edu
> Jack Dongarra        Univ. of TN / ORNL        dongarra@cs.utk.edu
> Bruce Greer          Intel -- WTL              bruce_s_greer@ccm.jf.intel.com
> Sven Hammarling      NAG, UK / Univ. of TN     hammarli@cs.utk.edu
> Chenyi Hu            Univ. of Houston-Downtown chu@uh.edu
> Naoki Iwata          NEC Systems Laboratory    iwata@hstc.necsyl.com
> Chandrika Kamath     DEC                       kamath@caldec.enet.dec.com
> Linda Kaufman        Bell Labs                 lck@research.att.com
> Hsin-Ying Lin        HP Convex Technology Ctr. lin@rsn.hp.com
> Andrew Lumsdaine     Univ. of Notre Dame       Andrew.Lumsdaine@nd.edu
> Joan McComb          IBM Poughkeepsie          mccomb@vnet.ibm.com
> Esmond Ng            ORNL                      ngeg@ornl.gov
> Susan Ostrouchov     Univ. of TN               susan@cs.utk.edu
> Antoine Petitet      Univ. of TN               petitet@cs.utk.edu
> Padma Raghavan       Univ. of TN               padma@cs.utk.edu
> Barry Smith          ANL                       bsmith@mcs.anl.gov
> Anne Trefethen       Cornell Theory Center     aet@tc.cornell.edu
> Robert van de Geijn  Univ. of Texas, Austin    rvdg@cs.utexas.edu
> Jerzy Wasniewski     UNI-C, Denmark            jerzy.wasniewski@uni-c.dk
> Clint Whaley         Univ. of TN               rwhaley@cs.utk.edu
> Yuan-Jye Jason Wu    ANL                       jwu@mcs.anl.gov

From dongarra@CS.UTK.EDU Sat Mar  2 08:56:37 1996
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From: Jack Dongarra <dongarra@CS.UTK.EDU>
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To: blast-core@CS.UTK.EDU
Subject: next meeting and mailing lists

I would like to nail down the date for the next BLAST Forum.
Please let me know if you have a problem with May 20-22.
There is an opening at the Embassy Suite Hotel in Atlanta
near the airport.

All the mailing lists have been set up.
The mail is been archived on netlib in directory blast.

The mailing lists are
  blast-comm
  blast-core
  blast-function
  blast-lite
  blast-ob

The addresses are of the form:
blast-comm@cs.utk.edu

To subscribe yourself, send a message of the form
  subscribe blast-comm
to majordomo@cs.utk.edu.

To unsubscribe yourself, send a message of the form
  unsubscribe blast-comm
to majordomo@cs.utk.edu.

To send mail to the list simply:
  mail blast-comm@cs.utk.edu

Regards,
Jack

From dongarra@CS.UTK.EDU Fri Apr 12 16:50:11 1996
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From: Robert van de Geijn <rvdg@cs.utexas.edu>
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Date: Fri, 12 Apr 1996 15:45:33 -0500
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To: blast-core@CS.UTK.EDU, blast-parallel@CS.UTK.EDU, blast-ob@CS.UTK.EDU
CC: plapackers@cs.utexas.edu, rvdg@cs.utexas.edu, stewart@cs.umd.edu
Subject: Recent advances

Folks,

we at UT-Austin have been playing with a number of issues that may be
of interest to the BLAST forum.

As part of the PLAPACK project, we have implemented a Simple Library
(SL_library) which uses Physically Based Matrix Distribution (PBMD),
Object Based Programming (OBP), and recent advances in parallel linear
algebra algorithms.  The results are quite encouraging:

* We currently have about 1200 lines of code, primarily providing
the infrastructure for the object based library.  

* With this we should be able to implement all parallel blas in
another 1200 lines of code, 

* and the rest of "core" LAPACK in yet another 1200 lines.  

* What is also interesting is that we are getting the same high
performance as our hand coded parallel level 3 BLAS, on the Intel
Paragon.

For more information, the webpage for the SL_library can be accessed
through my home page:

        http://www.cs.utexas.edu/users/rvdg

A more direct path to the reference manual, example of matrix-matrix
multiplication, and performance data, you can access

        http://www.cs.utexas.edu/users/gunnels/SL_Library/library.html

We would welcome comments

Robert




From dongarra@CS.UTK.EDU Mon Jun 10 08:53:22 1996
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From: Susan Blackford Ostrouchov <susan@CS.UTK.EDU>
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Date: Mon, 10 Jun 1996 08:56:47 -0400
Message-Id: <199606101256.IAA00669@rudolph.cs.utk.edu>
To: blast-core@CS.UTK.EDU
Subject: BLAST Forum Minutes, May 20-21, 1996


BLAST Forum MINUTES

Date:  May 20-21, 1996

Location:  Embassy Suites, Atlanta, GA

Seventeen people attended the BLAST Forum in Atlanta, GA on
May 20-21, 1996.

   http://www.netlib.org/utk/papers/blast-forum.html

------------------

May 20-21, 1996

Jack Dongarra opened the meeting by welcoming everyone and inviting
everyone to introduce themselves.  He then gave a brief summary of the
previous BLAS workshops, and asked which subgroups should meet at this
workshop.  It was decided that the following subgroups would be
discussed:

     BLAS Functionality
     BLAS Lite
     BLAS Object-Based 

BLAS functionality was the first to be addressed.  The discussion
focused on the draft of the Functionality proposal that Barry Smith of
ANL and Sven Hammarling of NAG had written and made available via the
BLAS Forum homepage.  Sven gave a brief overview of the proposal and
invited comments and suggestions.  Several attendees voiced their
opinions on the proposal, and each of the lists of proposed routines
were discussed, as well as possible additions.  Revised lists were to
be prepared that night and presented the following day.  Anne
Trefethen volunteered to expand the ``multiple instances'' section for
the proposal.

No particular programming language will be primary in the discussion
of functionality, instead we will discuss syntax and semantics for
Fortran 77, Fortran 90, C, and C++.  We shall provide reference
implementations for the proposed BLAS routines in each language.

There are different ways of classifying functionality -- BLAS-like and
tensor notation.  Andrew Lumsdaine led a discussion explaining the
proposed tensor notation.  An open question for the forum is whether
one or both of the classification schemes should be used.

After a break, the BLAS Lite were discussed.  Two versions of the BLAS
Lite were proposed.  One (debugging) version with error-checking, and
another (performance) version without error-checking.  To provide good
performance on all problem sizes, separate interfaces for stride 1
operations may be provided, as well as separate routines for small
(block) problems, e.g., matrix multiplies of size 2, 3, 4, and 5.

Puri Bangalore raised the issue of specifying time and space (CPU and
memory) complexity for various routines.  This sort of specification
is clearly useful for users of the routines, especially when the user
might want to choose between various routines that provide similar
functionality but which have different CPU/memory usage.  However, it
is not clear that many of the proposed BLAS functions admit
implementations that have differing CPU/memory complexity.  The
obvious exceptions are xNRM2 (Euclidean vector norm) and matrix
multiply.  An open question here is whether we should give options for
varying degrees of accuracy depending upon time and space
considerations.  Specifically, should a fast version of
xNRM2 or a Strassen matrix multiply be provided?


May 21, 1996

Jack Dongarra opened the morning session with a summary of the
previous day's discussions.  The first topic of the morning was the
discussion of the object-based BLAS interface, led by Andrew Lumsdaine.

During the discussion of the object-based interface, Andrew Lumsdaine
mentioned that it may be important to consider the effects of new
parts of the ANSI C++ standard, especially the Standard Template
Library.  He stressed the composition (templates) approach to building
the library instead of the inheritance approach.

After a short break, Sven Hammarling spoke on the proposed revisions
to the Functionality proposal.  Specifically, updated tables of 
routines were presented.

Anne Trefethen gave input on the needed ``multiple instance'' routines.

The Lite BLAS were again discussed.  Puri Bangalore opened the
discussion by asking which data types, matrix types, and storage
formats should be supported.  Puri provided a list as a starting point
and several attendees suggested additions.

The issue of error checking was introduced.  Puri suggested that all
functions should return an error code.  Barry Smith pointed out that
in the BLAS Lite there are very few errors that can occur.  It was
then suggested that each BLAS function might have two entry points, in
similar fashion to MPI.

Puri then raised the thorny issue of indexing, in particular, whether
indexing should be 0 based (as in C) or 1 based (as in Fortran).  For
dense linear algebra this is not a real problem, but it is a problem
when user data maintains explicit indexing information (as in
compressed sparse storage schemes).  Suggested options for indexing
were to support both via run-time or compile-time schemes or to make
the index support language-dependent.

Next, Puri asked whether a stride argument is needed.  Sven indicated
that stride arguments are convenient and are required by some
algorithms.

Puri also addressed guidelines to implementors and discussed these
four issues:

   1. specification for time and space complexities for the different
      functions
   2. options for fast/sloppy and accurate implementions, if possible
   3. provision of a poly-algorithmic interface through the object-based or
      object-oriented BLAS layer
   4. use of temporary storage or buffer inside a BLAS function call.

The vendors expressed concern about the amount of work that these
guidelines might impose upon them. It was clarified that this was intended
to be mostly documentation, rather than additional implementation work.
Puri suggested that the implementors were free to do what is best for
their architecture, but as a library writer or user one would like to
know what has been done, at least in terms of memory usage if extra memory
is allocated within a function.

After a lunch break, Barry Smith spoke of sample implementations of
the BLAS Lite.  Proposed calling sequences for routines were
discussed, as well as the necessity for reference implementations of
some of the routines.  Barry volunteered for ANL to implement the C
and C++ versions of the routines.  The University
of Tennessee will provide Fortran 90 reference implementations for some
of the routines.
 
Jack Dongarra wrapped up the meeting by suggesting that the
Functionality proposal be finished by summer.  Andrew Lumsdaine will
also draft an Object-based BLAS proposal.  Both proposals will be
available on the Web page, and comments/suggestions from the user
community are welcome.

The dates of the next forum meetings are:

 Aug. 12-14 possible date depending on what's accomplished over the summer
 Oct. 9-11  SIAM Sparse Matrix Meeting @ Coeur d'Alene 
            (not a working meeting)
 Nov. 18-22 SuperComputing '96

The meeting was then adjourned by Jack Dongarra at 3:30 PM.

Attendees list for the May 20-21, 1996 BLAST Forum Meeting

Satish Balay         ANL                       balay@mcs.anl.gov
Puri Bangalore       Miss. State Univ.         puri@cs.msstate.edu
Andrew Cleary        Univ. of TN               cleary@cs.utk.edu
Jack Dongarra        Univ. of TN / ORNL        dongarra@cs.utk.edu
Sven Hammarling      NAG, UK / Univ. of TN     hammarli@cs.utk.edu
Hidehiko Hasegawa    ULIS, Tsukuba, Japan      hasegawa@ulis.ac.jp
Satomi Hasegawa      Hitachi                   75207.2076@Compuserve.com
Naoki Iwata          NEC Systems Laboratory    iwata@hstc.necsyl.com
Chandrika Kamath     DEC                       kamath@caldec.enet.dec.com
Guangye Li           Cray Research             gli@cray.com
Hsin-Ying Lin        HP Convex Technology Ctr. lin@rsn.hp.com
Andrew Lumsdaine     Univ. of Notre Dame       Andrew.Lumsdaine@nd.edu
Joan McComb          IBM Poughkeepsie          mccomb@vnet.ibm.com
Susan Ostrouchov     Univ. of TN               susan@cs.utk.edu
Antoine Petitet      Univ. of TN               petitet@cs.utk.edu
Barry Smith          ANL                       bsmith@mcs.anl.gov
Anne Trefethen       Cornell Theory Center     aet@tc.cornell.edu

Susan Ostrouchov and Andrew Lumsdaine agreed to take minutes for
the meetings.

From dongarra@CS.UTK.EDU Thu Jan 29 15:19:23 1998
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From: Jack Dongarra <dongarra@CS.UTK.EDU>
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To: blast-core@CS.UTK.EDU
Subject: change in plans for the next meeting

It turns out that the original date given for the next BLAS
Technical Forum meeting (4/13-15) has been difficult to arrange.
Part of the problem is that the meeting was schedule right after 
Easter and another problem is that hotels in the DC area are very 
difficult to schedule that time of the year.
We have now settled on April 27-29 (Monday-Wednesday) in
the Minneapolis area. Mike Heroux and Theresa Do from Cray/SGI 
will be sponsoring the meeting.
As soon as we have the hotel and meeting room lined up we will 
send out another message with details.
Thanks,
Jack

From dongarra@CS.UTK.EDU Fri Mar  3 05:41:15 2000
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w"><PARAM NAME=3D"Play" VALUE=3D"-1"><PARAM NAME=3D"Loop" VALUE=3D"-1"><P=
ARAM NAME=3D"Quality" VALUE=3D"High"><PARAM NAME=3D"SAlign" VALUE=3D""><P=
ARAM NAME=3D"Menu" VALUE=3D"-1"><PARAM NAME=3D"Base" VALUE=3D""><PARAM NA=
ME=3D"Scale" VALUE=3D"ShowAll"><PARAM NAME=3D"DeviceFont" VALUE=3D"0"><PA=
RAM NAME=3D"EmbedMovie" VALUE=3D"0"><PARAM NAME=3D"BGColor" VALUE=3D""><P=
ARAM NAME=3D"SWRemote" VALUE=3D""><PARAM NAME=3D"Stacking" VALUE=3D"below=
">
                <embed src=3D"http://www.flowerdosa.com/images/banner.swf=
" quality=3Dhigh pluginspage=3D"http://www.macromedia.com/shockwave/downl=
oad/index.cgi?P1_Prod_Version=3DShockwaveFlash" type=3D"application/x-sho=
ckwave-flash" width=3D"250" height=3D"60" align=3D"middle">
                </embed>          =20
                </OBJECT></div>
          </td>
          <td width=3D"2"><img src=3D"http://www.flowerdosa.com/images/sp=
acer.gif" width=3D"2" height=3D"1"></td>
        </tr>
      </table>
     =20
    </td>
  </tr>
</table>
<table width=3D"770" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" ali=
gn=3D"center">
  <tr>
    <td height=3D"25" width=3D"150" background=3D"http://www.flowerdosa.c=
om/images/top_03.gif">&nbsp;</td>
    <td height=3D"25" width=3D"470" background=3D"http://www.flowerdosa.c=
om/images/top_04.gif">
      <OBJECT classid=3Dclsid:D27CDB6E-AE6D-11cf-96B8-444553540000=20
      codeBase=3Dhttp://download.macromedia.com/pub/shockwave/cabs/flash/=
swflash.cab#version=3D4,0,2,0=20
      height=3D25 width=3D470><PARAM NAME=3D"_cx" VALUE=3D"12435"><PARAM =
NAME=3D"_cy" VALUE=3D"662"><PARAM NAME=3D"Movie" VALUE=3D"http://www.flow=
erdosa.com/images/linetext.swf"><PARAM NAME=3D"Src" VALUE=3D"http://www.f=
lowerdosa.com/images/linetext.swf"><PARAM NAME=3D"WMode" VALUE=3D"Window"=
><PARAM NAME=3D"Play" VALUE=3D"-1"><PARAM NAME=3D"Loop" VALUE=3D"-1"><PAR=
AM NAME=3D"Quality" VALUE=3D"High"><PARAM NAME=3D"SAlign" VALUE=3D""><PAR=
AM NAME=3D"Menu" VALUE=3D"-1"><PARAM NAME=3D"Base" VALUE=3D""><PARAM NAME=
=3D"Scale" VALUE=3D"ShowAll"><PARAM NAME=3D"DeviceFont" VALUE=3D"0"><PARA=
M NAME=3D"EmbedMovie" VALUE=3D"0"><PARAM NAME=3D"BGColor" VALUE=3D""><PAR=
AM NAME=3D"SWRemote" VALUE=3D""><PARAM NAME=3D"Stacking" VALUE=3D"below">
        <embed src=3D"http://www.flowerdosa.com/images/linetext.swf" qual=
ity=3Dhigh pluginspage=3D"http://www.macromedia.com/shockwave/download/in=
dex.cgi?P1_Prod_Version=3DShockwaveFlash" type=3D"application/x-shockwave=
-flash" width=3D"470" height=3D"25">
        </embed>       </OBJECT></td>
    <td height=3D"25" width=3D"150" background=3D"http://www.flowerdosa.c=
om/images/top_05.gif">&nbsp;</td>
  </tr>
</table>
<table width=3D"770" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" hei=
ght=3D"315" align=3D"center">
  <tr>=20
    <td width=3D"150" valign=3D"top" height=3D"332">=20
      <table width=3D"150" border=3D"0" cellspacing=3D"0" cellpadding=3D"=
0" height=3D"100%">
        <tr>=20
          <td background=3D"http://www.flowerdosa.com/images/dosa.jpg" wi=
dth=3D"150" height=3D"212"></td>
        </tr>
        <tr>=20
          <td width=3D"150" height=3D"25"><a href=3D"http://www.flowerdos=
a.com/sub25.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swa=
pImage('Image211','','http://www.flowerdosa.com/images/baramtest_b.gif',1=
)" target=3D"_blank"><img name=3D"Image211" border=3D"0" src=3D"http://ww=
w.flowerdosa.com/images/baramtest_a.gif" width=3D"150" height=3D"25"></a>=
</td>
        </tr>
        <tr>=20
          <td width=3D"150" height=3D"26"><a href=3D"http://www.flowerdos=
a.com/sub21.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swa=
pImage('Image311','','http://www.flowerdosa.com/images/blood_b.gif',1)" t=
arget=3D"_blank"><img name=3D"Image311" border=3D"0" src=3D"http://www.fl=
owerdosa.com/images/blood_a.gif" width=3D"150" height=3D"26"></a></td>
        </tr>
        <tr>=20
          <td width=3D"150" height=3D"26"><a href=3D"http://www.flowerdos=
a.com/sub52.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swa=
pImage('Image411','','http://www.flowerdosa.com/images/exite_b.gif',1)" t=
arget=3D"_blank"><img name=3D"Image411" border=3D"0" src=3D"http://www.fl=
owerdosa.com/images/exite_a.gif" width=3D"150" height=3D"26"></a></td>
        </tr>
        <tr>=20
          <td width=3D"150" height=3D"25"><a href=3D"http://www.flowerdos=
a.com/sub56.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swa=
pImage('Image511','','http://www.flowerdosa.com/images/dream_b.gif',1)" t=
arget=3D"_blank"><img name=3D"Image511" border=3D"0" src=3D"http://www.fl=
owerdosa.com/images/dream_a.gif" width=3D"150" height=3D"26"></a></td>
        </tr>
        <tr>=20
          <td height=3D"10" background=3D"http://www.flowerdosa.com/image=
s/left_06.gif"></td>
        </tr>
		<tr>=20
          <td bgcolor=3D'#009900'></td>
        </tr>
      </table>
    </td>
    <td valign=3D"top" height=3D"332">=20
      <table width=3D"417" border=3D"0" cellspacing=3D"0" cellpadding=3D"=
0" align=3D"center" height=3D"5">
        <tr>=20
          <td width=3D"417" height=3D"5"><img src=3D"http://www.flowerdos=
a.com/images/spacer.gif" width=3D"1" height=3D"2"></td>
        </tr>
      </table>
      <table width=3D"425" border=3D"0" cellspacing=3D"0" cellpadding=3D"=
0" align=3D"center" height=3D"18">
        <tr>=20
          <td height=3D"18" width=3D"70"><a href=3D"http://www.flowerdosa=
.com/index.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swap=
Image('Image8','','http://www.flowerdosa.com/images/subbutton_home_b.gif'=
,1)" target=3D"_blank"><img name=3D"Image8" border=3D"0" src=3D"http://ww=
w.flowerdosa.com/images/subbutton_home_a.gif" width=3D"70" height=3D"18">=
</a></td>
          <td height=3D"18" width=3D"71"><a href=3D"http://www.flowerdosa=
.com/sub91.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swap=
Image('Image9','','http://www.flowerdosa.com/images/subbutton_sinbe_b.gif=
',1)" target=3D"_blank"><img name=3D"Image9" border=3D"0" src=3D"http://w=
ww.flowerdosa.com/images/subbutton_sinbe_a.gif" width=3D"71" height=3D"18=
"></a></td>
          <td height=3D"18" width=3D"71"><a href=3D"http://www.flowerdosa=
.com/sub92.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swap=
Image('Image10','','http://www.flowerdosa.com/images/subbutton_romance_b.=
gif',1)" target=3D"_blank"><img name=3D"Image10" border=3D"0" src=3D"http=
://www.flowerdosa.com/images/subbutton_romance_a.gif" width=3D"71" height=
=3D"18"></a></td>
          <td height=3D"18" width=3D"71"><a href=3D"http://www.flowerdosa=
.com/sub57.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swap=
Image('Image11','','http://www.flowerdosa.com/images/subbutton_lucky_b.gi=
f',1)" target=3D"_blank"><img name=3D"Image11" border=3D"0" src=3D"http:/=
/www.flowerdosa.com/images/subbutton_lucky_a.gif" width=3D"71" height=3D"=
18"></a></td>
          <td height=3D"18" width=3D"71"><a href=3D"http://www.flowerdosa=
.com/sub54.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_swap=
Image('Image12','','http://www.flowerdosa.com/images/subbutton_madang_b.g=
if',1)" target=3D"_blank"><img name=3D"Image12" border=3D"0" src=3D"http:=
//www.flowerdosa.com/images/subbutton_madang_a.gif" width=3D"71" height=3D=
"18"></a></td>
          <td height=3D"18" width=3D"71"><a href=3D"http://www.flowerdosa=
.com/gallery.htm" onMouseOut=3D"MM_swapImgRestore()" onMouseOver=3D"MM_sw=
apImage('Image13','','http://www.flowerdosa.com/images/gallery_b2.gif',1)=
" target=3D"_blank"><img name=3D"Image13" border=3D"0" src=3D"http://www.=
flowerdosa.com/images/gallery_a2.gif" width=3D"71" height=3D"18"></a></td=
>
        </tr>
      </table>
        <table align=3D"center" valign=3D"top" border=3D"0" cellpadding=3D=
"0" cellspacing=3D"0" width=3D"620">
               =20
                <tr>
                    <td height=3D"85">
                        <p align=3D"center"><img src=3D"http://www.flower=
dosa.com/images/flow0105.gif" width=3D"600" height=3D"85" border=3D"0"></=
p>
                    </td>
                </tr><tr>
                   =20
          <td align=3D"middle" height=3D"40" class=3D"dosa1" bgcolor=3D"#=
006666" valign=3D"center">
		            <b><font color=3D"#ffffff">"=B1=D7=B4=EB =B3=AA=B8=A6 =B8=F0=
=B8=A5=B4=D9=B8=E9, &nbsp;=BF=EE=BC=BC=B8=A6 =B3=ED=C7=CF=C1=F6 =B8=BB=B6=
=F3!!"</font></b><br>=20
					</td></tr><tr><td class=3D"dosa3"><br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=BD=CC=B1=D7=B7=AF=BF=EE =B2=C9=B0=FA=
 =B7=CE=B8=C7=BD=BA =C7=E2=B1=E2=B0=A1 =B3=D1=C4=A1=B4=C2 &nbsp;=B5=BF=BE=
=E7=B8=B6=C0=BB!<br>
            &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&=
nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;<b>=C3=D6=B0=ED=C0=C7=20
            <font color=3D"#ff0033">"=B2=C9 + =B7=CE=B8=C7=BD=BA + =B5=BF=
=BE=E7=C3=B6=C7=D0"</font> =C1=A4=BA=B8</b>,<br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=B1=D7=B5=BF=BE=C8 =BF=A9=B7=AF=BA=D0=
=C0=C7 =BB=E7=B6=FB=BC=D3=BF=A1 =B2=D9=C1=D8=C8=F7 =BC=BA=C0=E5=C7=D8=BF=C2=
 <b>&lt;=BD=C5=BA=F1=C0=C7 =B2=C9=C1=A1&gt;</b>=C0=CC<br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<font color=3D"blue"><span style=3D"BACKGRO=
UND-COLOR: aqua; FONT-SIZE: 10pt"=20
           ><b>=A1=BC=C7=C3=B6=F3=BF=F6=B5=B5=BB=E7=A1=BD</b></span></fon=
t>=C0=CC=B8=A7=C0=B8=B7=CE &nbsp;=B5=E5=B5=F0=BE=EE =C0=CE=C5=CD=B3=DD=BC=
=BC=B0=E8=BF=A1 =BB=F5=B7=D3=B0=D4 &nbsp;=C5=BA=BB=FD!!<br>
            &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&=
nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;2002=B3=E2,=20
            &nbsp;=C7=E2=B1=E2=B7=CE=BF=EE =B2=C9=B3=BB=C0=BD=B0=FA =C7=D4=
=B2=B2 =C3=A3=BE=C6=BF=C2<font color=3D"#ff0033"> <b>"FlowerDosa"</b></fo=
nt>!=20
            <br>
					</td></tr><tr><td class=3D"dosa3"><br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;-------------------------------------=
---------------------<br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=A2=BF &nbsp;<font color=3D"white"><s=
pan style=3D"BACKGROUND-COLOR: blue; FONT-SIZE: 10pt"=20
           ><b>=B2=C9=C0=DA=B8=AE=B7=CE =BE=CB=BE=C6=BA=B8=B4=C2 =B3=AA=C0=
=C7 =BF=EE=B8=ED!</b></span></font> &nbsp;=A2=A1&nbsp; <a href=3D"http://=
www.flowerdosa.com/sub11.htm" target=3D"_blank"><b>"=C5=BA=BB=FD=C8=AD-=BF=
=EE=B8=ED=C0=C7 =B2=C9=C0=DA=B8=AE"</b></a><br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=A2=BA &nbsp;<a href=3D"http://www.fl=
owerdosa.com/sub12.htm" target=3D"_blank"><b>"=BD=C5=BA=F1=C0=C7 =C1=D6=BF=
=AA=B2=C9=C1=A1"</b></a>=BF=A1=BC=AD &nbsp;=B3=BB=C0=CF=C0=C7 =B9=D9=B6=F7=
=C0=BB =C1=A1=C3=C4=BA=BC=B1=EE=BF=E4? <br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=A1=DA &nbsp;=B0=FA=BF=AC =B4=E7=BD=C5=
=C0=C7 2002=B3=E2 =BE=D6=C1=A4=BF=EE=B0=FA =B1=DD=C0=FC=BF=EE=C0=BA? &nbs=
p;=A2=A1&nbsp; <a href=3D"http://www.flowerdosa.com/sub57.htm" target=3D"=
_blank"><b>"=B6=EC&amp;=B2=C9 =BF=EE=BC=BC"</b></a>=B7=CE! <br>
                    <br>
            &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&=
nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;<font color=3D"#ff0000"><b>=A2=BD</b></font>=20
            &nbsp;<font color=3D"white"><span style=3D"BACKGROUND-COLOR: =
#ff0000; FONT-SIZE: 10pt"=20
           ><b>=C2=F8=C7=D1 =B3=B2=C0=DA/=BF=A9=C0=DA=B5=B5 =B9=D9=B6=F7=C7=
=C9=B4=D9?</b></span></font>^^ &nbsp;=A2=A1&nbsp; =B0=FA=BF=AC <a href=3D=
"http://www.flowerdosa.com/sub25.htm" target=3D"_blank"><b>=B3=AA=C0=C7=20
            =B9=D9=B6=F7=B3=A2 =C1=A1=BC=F6</b></a>=B4=C2? <br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=A2=BA &nbsp;=C1=F6=C7=C7=C1=F6=B1=E2=
=B8=E9 =B9=E9=C0=FC=B9=E9=BD=C2! <a href=3D"http://www.flowerdosa.com/sub=
21.htm" target=3D"_blank"><b>"=B4=E7=BD=C5=C0=C7 =C7=F7=BE=D7=C7=FC =C6=AF=
=BC=BA"</b></a>=C0=BB =B2=C0 =BE=CB=BE=C6=B5=CE=BC=BC=BF=E4! <br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<font color=3D"#ff0000"><b>=A2=BD</b>=
</font> &nbsp;=BB=E7=B1=CD=B0=ED=C7=C2 =C0=CC=BC=BA=BF=A1=B0=D4 =B4=EB=BD=
=AC! &nbsp;=A2=A1&nbsp; =C8=BF=B0=FA=B8=B8=C1=A1 &nbsp;<a href=3D"http://=
www.flowerdosa.com/sub22.htm" target=3D"_blank"><b>"=B7=CE=B8=C7=BD=BA=C7=
=C1=B7=CE=C6=F7=C1=EE=B3=EB=C7=CF=BF=EC"</b></a>!<br>
                    <br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=A1=DA &nbsp;=B5=BF=BE=E7=C0=C7 =BC=BD=
=BD=BA=B0=E6=C0=FC "=BC=D2=B3=E0=B0=E6(=E1=C8=D2=B3=CC=E8)"! &nbsp;=A2=A1=
&nbsp; <a href=3D"http://www.flowerdosa.com/sub52.htm" target=3D"_blank">=
<b>"=C8=EF=B9=CC=C1=F8=C1=F8 =B5=BF=BE=E7=C3=B6=C7=D0"</b></a> <br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=A2=BA &nbsp;=C5=BE=BD=BA=C5=B8=B5=E9=
=C0=C7 =C8=AD=B7=C1=C7=D1 =B2=C9=C0=DA=B8=AE =BF=EE=B8=ED=C0=BA? &nbsp;=A2=
=A1&nbsp; <a href=3D"http://www.flowerdosa.com/sub13.htm" target=3D"_blan=
k"><b>"=BD=BA=C5=B8=BF=EE=B8=ED =B5=FB=B6=F3=C0=E2=B1=E2!"</b></a> <br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<font color=3D"#ff0000"><b>=A2=BD</b>=
</font> &nbsp;<a href=3D"http://www.flowerdosa.com/sub23.htm" target=3D"_=
blank"><b>"=BD=BA=C5=B8 =B2=C9=B1=C3=C7=D5"</b></a>=BF=A1=BC=AD &nbsp;=C5=
=BE=BD=BA=C5=B8=B5=E9=B0=FA =B1=C3=C7=D5=C0=BB =B8=C2=C3=E7=BA=BC=B1=EE=BF=
=E4? <br>
					</td></tr><tr><td class=3D"dosa3">
                    <br>
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[=BD=C5=BA=F1=C0=C7 =B2=C9=C1=A1]=C0=BA=
 =BE=C6=B8=A7=B4=D9=BF=EE =B2=C9=C0=BB =C5=EB=C7=D8=BC=AD =BF=EE=B8=ED=C0=
=C7 =B9=D9=B6=F7=C0=BB =BE=CB=B7=C1=B5=E5=B8=B3=B4=CF=B4=D9.
                    <br>
					</td></tr><tr><td class=3D"dosa3">
                    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<font color=3D"#9933cc"> <b>"=C7=CF=B4=
=C3=BF=A1 =C2=F9=B6=F5=C7=D1 =BA=B0=C0=CC =BA=FB=B3=AA=B0=ED&nbsp; =B6=A5=
=BF=A1=B4=C2 =BE=C6=B8=A7=B4=D9=BF=EE =B2=C9=C0=CC =C7=C7=BE=EE=B3=AA=B5=ED=
=C0=CC, <br>
				    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=BB=E7=
=B6=F7=BF=A1=B0=D4=B4=C2 &nbsp;=B5=FB=BD=BA=C7=D1 =BB=E7=B6=FB=C0=CC =C0=D6=
=BE=EE=BE=DF =C7=D1=B4=D9."</b></font><br>=20
					</td></tr><tr>
					<td align=3D"left" height=3D"30" class=3D"dosa1">
					&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
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