docs/html/footnode.html
 docs/html/img104.png
 docs/html/img109.png
 docs/html/img110.png
 docs/html/img112.png
 docs/html/img113.png
 docs/html/img114.png
 docs/html/img115.png
 docs/html/img116.png
 docs/html/img117.png
 docs/html/img118.png
 docs/html/img119.png
 docs/html/img120.png
 docs/html/img121.png
 docs/html/img122.png
 docs/html/img123.png
 docs/html/img124.png
 docs/html/img125.png
 docs/html/img127.png
 docs/html/img128.png
 docs/html/img129.png
 docs/html/img133.png
 docs/html/img140.png
 docs/html/img141.png
 docs/html/img143.png
 docs/html/img145.png
 docs/html/img146.png
 docs/html/img147.png
 docs/html/img148.png
 docs/html/img149.png
 docs/html/img150.png
 docs/html/img151.png
 docs/html/img152.png
 docs/html/img153.png
 docs/html/img154.png
 docs/html/img155.png
 docs/html/img156.png
 docs/html/img157.png
 docs/html/img158.png
 docs/html/img159.png
 docs/html/img160.png
 docs/html/img161.png
 docs/html/img162.png
 docs/html/img163.png
 docs/html/img164.png
 docs/html/img165.png
 docs/html/img21.png
 docs/html/img22.png
 docs/html/img23.png
 docs/html/img24.png
 docs/html/img28.png
 docs/html/img30.png
 docs/html/img40.png
 docs/html/img44.png
 docs/html/img47.png
 docs/html/img48.png
 docs/html/img56.png
 docs/html/img57.png
 docs/html/img59.png
 docs/html/img60.png
 docs/html/img61.png
 docs/html/img62.png
 docs/html/img63.png
 docs/html/img64.png
 docs/html/img65.png
 docs/html/img66.png
 docs/html/img67.png
 docs/html/img68.png
 docs/html/img69.png
 docs/html/img70.png
 docs/html/img71.png
 docs/html/img72.png
 docs/html/img73.png
 docs/html/img74.png
 docs/html/img75.png
 docs/html/img76.png
 docs/html/img77.png
 docs/html/img78.png
 docs/html/img79.png
 docs/html/img80.png
 docs/html/img81.png
 docs/html/img82.png
 docs/html/img91.png
 docs/html/img92.png
 docs/html/img93.png
 docs/html/img94.png
 docs/html/img95.png
 docs/html/img96.png
 docs/html/img97.png
 docs/html/img98.png
 docs/html/index.html
 docs/html/node1.html
 docs/html/node10.html
 docs/html/node100.html
 docs/html/node101.html
 docs/html/node102.html
 docs/html/node103.html
 docs/html/node104.html
 docs/html/node105.html
 docs/html/node106.html
 docs/html/node107.html
 docs/html/node108.html
 docs/html/node109.html
 docs/html/node11.html
 docs/html/node110.html
 docs/html/node111.html
 docs/html/node112.html
 docs/html/node113.html
 docs/html/node114.html
 docs/html/node115.html
 docs/html/node116.html
 docs/html/node117.html
 docs/html/node118.html
 docs/html/node119.html
 docs/html/node12.html
 docs/html/node120.html
 docs/html/node121.html
 docs/html/node122.html
 docs/html/node123.html
 docs/html/node13.html
 docs/html/node14.html
 docs/html/node15.html
 docs/html/node16.html
 docs/html/node17.html
 docs/html/node18.html
 docs/html/node19.html
 docs/html/node2.html
 docs/html/node20.html
 docs/html/node21.html
 docs/html/node22.html
 docs/html/node23.html
 docs/html/node24.html
 docs/html/node25.html
 docs/html/node26.html
 docs/html/node27.html
 docs/html/node28.html
 docs/html/node29.html
 docs/html/node3.html
 docs/html/node30.html
 docs/html/node31.html
 docs/html/node32.html
 docs/html/node33.html
 docs/html/node34.html
 docs/html/node35.html
 docs/html/node36.html
 docs/html/node37.html
 docs/html/node38.html
 docs/html/node39.html
 docs/html/node4.html
 docs/html/node40.html
 docs/html/node41.html
 docs/html/node42.html
 docs/html/node43.html
 docs/html/node44.html
 docs/html/node45.html
 docs/html/node46.html
 docs/html/node47.html
 docs/html/node48.html
 docs/html/node49.html
 docs/html/node5.html
 docs/html/node50.html
 docs/html/node51.html
 docs/html/node52.html
 docs/html/node53.html
 docs/html/node54.html
 docs/html/node55.html
 docs/html/node56.html
 docs/html/node57.html
 docs/html/node58.html
 docs/html/node59.html
 docs/html/node6.html
 docs/html/node60.html
 docs/html/node61.html
 docs/html/node62.html
 docs/html/node63.html
 docs/html/node64.html
 docs/html/node65.html
 docs/html/node66.html
 docs/html/node67.html
 docs/html/node68.html
 docs/html/node69.html
 docs/html/node7.html
 docs/html/node70.html
 docs/html/node71.html
 docs/html/node72.html
 docs/html/node73.html
 docs/html/node74.html
 docs/html/node75.html
 docs/html/node76.html
 docs/html/node77.html
 docs/html/node78.html
 docs/html/node79.html
 docs/html/node8.html
 docs/html/node80.html
 docs/html/node81.html
 docs/html/node82.html
 docs/html/node83.html
 docs/html/node84.html
 docs/html/node85.html
 docs/html/node86.html
 docs/html/node87.html
 docs/html/node88.html
 docs/html/node89.html
 docs/html/node9.html
 docs/html/node90.html
 docs/html/node91.html
 docs/html/node92.html
 docs/html/node93.html
 docs/html/node94.html
 docs/html/node95.html
 docs/html/node96.html
 docs/html/node97.html
 docs/html/node98.html
 docs/html/node99.html
 docs/html/userhtml.html
 docs/psblas-3.2.pdf
 docs/src/datastruct.tex

Docs update.
This commit is contained in:
Salvatore Filippone
2014-03-25 09:46:44 +00:00
parent c590c5a3ee
commit 38b70b287f
217 changed files with 24106 additions and 25346 deletions
+384 -94
View File
@@ -7,8 +7,8 @@ original version by: Nikos Drakos, CBLU, University of Leeds
Jens Lippmann, Marek Rouchal, Martin Wilck and others -->
<HTML>
<HEAD>
<TITLE>Data management routines</TITLE>
<META NAME="description" CONTENT="Data management routines">
<TITLE>psb_spmm -- Sparse Matrix by Dense Matrix Product</TITLE>
<META NAME="description" CONTENT="psb_spmm -- Sparse Matrix by Dense Matrix Product">
<META NAME="keywords" CONTENT="userhtml">
<META NAME="resource-type" CONTENT="document">
<META NAME="distribution" CONTENT="global">
@@ -18,119 +18,409 @@ original version by: Nikos Drakos, CBLU, University of Leeds
<LINK REL="STYLESHEET" HREF="userhtml.css">
<LINK REL="next" HREF="node86.html">
<LINK REL="previous" HREF="node53.html">
<LINK REL="up" HREF="userhtml.html">
<LINK REL="next" HREF="node59.html">
<LINK REL="previous" HREF="node57.html">
<LINK REL="up" HREF="node46.html">
<LINK REL="next" HREF="node59.html">
</HEAD>
<BODY >
<!--Navigation Panel-->
<A NAME="tex2html922"
<A NAME="tex2html943"
HREF="node59.html">
<IMG WIDTH="37" HEIGHT="24" ALIGN="BOTTOM" BORDER="0" ALT="next" SRC="next.png"></A>
<A NAME="tex2html918"
HREF="userhtml.html">
<A NAME="tex2html939"
HREF="node46.html">
<IMG WIDTH="26" HEIGHT="24" ALIGN="BOTTOM" BORDER="0" ALT="up" SRC="up.png"></A>
<A NAME="tex2html912"
<A NAME="tex2html933"
HREF="node57.html">
<IMG WIDTH="63" HEIGHT="24" ALIGN="BOTTOM" BORDER="0" ALT="previous" SRC="prev.png"></A>
<A NAME="tex2html920"
<A NAME="tex2html941"
HREF="node1.html">
<IMG WIDTH="65" HEIGHT="24" ALIGN="BOTTOM" BORDER="0" ALT="contents" SRC="contents.png"></A>
<BR>
<B> Next:</B> <A NAME="tex2html923"
HREF="node59.html">psb_cdall Allocates</A>
<B> Up:</B> <A NAME="tex2html919"
HREF="userhtml.html">userhtml</A>
<B> Previous:</B> <A NAME="tex2html913"
HREF="node57.html">psb_scatter Scatter</A>
&nbsp; <B> <A NAME="tex2html921"
<B> Next:</B> <A NAME="tex2html944"
HREF="node59.html">psb_spsm Triangular</A>
<B> Up:</B> <A NAME="tex2html940"
HREF="node46.html">Computational routines</A>
<B> Previous:</B> <A NAME="tex2html934"
HREF="node57.html">psb_spnrmi Infinity</A>
&nbsp; <B> <A NAME="tex2html942"
HREF="node1.html">Contents</A></B>
<BR>
<BR>
<!--End of Navigation Panel-->
<H1><A NAME="SECTION00070000000000000000"></A>
<A NAME="sec:toolsrout"></A>
<BR>
Data management routines
</H1>
<H2><A NAME="SECTION000512000000000000000">
psb_spmm -- Sparse Matrix by Dense Matrix
Product</A>
</H2>
<P>
<BR><HR>
<!--Table of Child-Links-->
<A NAME="CHILD_LINKS"><STRONG>Subsections</STRONG></A>
This subroutine computes the Sparse Matrix by Dense Matrix Product:
<UL>
<LI><A NAME="tex2html924"
HREF="node59.html">psb_cdall -- Allocates a communication descriptor</A>
<LI><A NAME="tex2html925"
HREF="node60.html">psb_cdins -- Communication descriptor insert
routine</A>
<LI><A NAME="tex2html926"
HREF="node61.html">psb_cdasb -- Communication descriptor assembly
routine</A>
<LI><A NAME="tex2html927"
HREF="node62.html">psb_cdcpy -- Copies a communication descriptor</A>
<LI><A NAME="tex2html928"
HREF="node63.html">psb_cdfree -- Frees a communication descriptor</A>
<LI><A NAME="tex2html929"
HREF="node64.html">psb_cdbldext -- Build an extended communication
descriptor</A>
<LI><A NAME="tex2html930"
HREF="node65.html">psb_spall -- Allocates a sparse matrix</A>
<LI><A NAME="tex2html931"
HREF="node66.html">psb_spins -- Insert a cloud of elements into a sparse
matrix</A>
<LI><A NAME="tex2html932"
HREF="node67.html">psb_spasb -- Sparse matrix assembly routine</A>
<LI><A NAME="tex2html933"
HREF="node68.html">psb_spfree -- Frees a sparse matrix</A>
<LI><A NAME="tex2html934"
HREF="node69.html">psb_sprn -- Reinit sparse matrix structure for psblas
routines.</A>
<LI><A NAME="tex2html935"
HREF="node70.html">psb_geall -- Allocates a dense matrix</A>
<LI><A NAME="tex2html936"
HREF="node71.html">psb_geins -- Dense matrix insertion routine</A>
<LI><A NAME="tex2html937"
HREF="node72.html">psb_geasb -- Assembly a dense matrix</A>
<LI><A NAME="tex2html938"
HREF="node73.html">psb_gefree -- Frees a dense matrix</A>
<LI><A NAME="tex2html939"
HREF="node74.html">psb_gelp -- Applies a left permutation to a dense
matrix</A>
<LI><A NAME="tex2html940"
HREF="node75.html">psb_glob_to_loc -- Global to local indices
convertion</A>
<LI><A NAME="tex2html941"
HREF="node76.html">psb_loc_to_glob -- Local to global indices
conversion</A>
<LI><A NAME="tex2html942"
HREF="node77.html">psb_is_owned -- </A>
<LI><A NAME="tex2html943"
HREF="node78.html">psb_owned_index -- </A>
<LI><A NAME="tex2html944"
HREF="node79.html">psb_is_local -- </A>
<LI><A NAME="tex2html945"
HREF="node80.html">psb_local_index -- </A>
<LI><A NAME="tex2html946"
HREF="node81.html">psb_get_boundary -- Extract list of boundary
elements</A>
<LI><A NAME="tex2html947"
HREF="node82.html">psb_get_overlap -- Extract list of overlap
elements</A>
<LI><A NAME="tex2html948"
HREF="node83.html">psb_sp_getrow -- Extract row(s) from a sparse
matrix</A>
<LI><A NAME="tex2html949"
HREF="node84.html">psb_sizeof -- Memory occupation</A>
<LI><A NAME="tex2html950"
HREF="node85.html">Sorting utilities -- </A>
</UL>
<!--End of Table of Child-Links-->
<BR><HR>
<P>
<BR>
<DIV ALIGN="RIGHT">
<!-- MATH
\begin{equation}
y \leftarrow \alpha A x + \beta y
\end{equation}
-->
<TABLE WIDTH="100%" ALIGN="CENTER">
<TR VALIGN="MIDDLE"><TD ALIGN="CENTER" NOWRAP><A NAME="eq:f90spmm_no_tra"></A><IMG
WIDTH="102" HEIGHT="27" BORDER="0"
SRC="img44.png"
ALT="\begin{displaymath}
y \leftarrow \alpha A x + \beta y
\end{displaymath}"></TD>
<TD WIDTH=10 ALIGN="RIGHT">
(1)</TD></TR>
</TABLE>
<BR CLEAR="ALL"></DIV><P></P>
<BR>
<DIV ALIGN="RIGHT">
<!-- MATH
\begin{equation}
y \leftarrow \alpha A^T x + \beta y
\end{equation}
-->
<TABLE WIDTH="100%" ALIGN="CENTER">
<TR VALIGN="MIDDLE"><TD ALIGN="CENTER" NOWRAP><A NAME="eq:f90spmm_tra"></A><IMG
WIDTH="112" HEIGHT="27" BORDER="0"
SRC="img45.png"
ALT="\begin{displaymath}
y \leftarrow \alpha A^T x + \beta y
\end{displaymath}"></TD>
<TD WIDTH=10 ALIGN="RIGHT">
(2)</TD></TR>
</TABLE>
<BR CLEAR="ALL"></DIV><P></P>
<BR>
<DIV ALIGN="RIGHT">
<!-- MATH
\begin{equation}
y \leftarrow \alpha A^H x + \beta y
\end{equation}
-->
<TABLE WIDTH="100%" ALIGN="CENTER">
<TR VALIGN="MIDDLE"><TD ALIGN="CENTER" NOWRAP><A NAME="eq:f90spmm_con"></A><IMG
WIDTH="114" HEIGHT="27" BORDER="0"
SRC="img46.png"
ALT="\begin{displaymath}
y \leftarrow \alpha A^H x + \beta y
\end{displaymath}"></TD>
<TD WIDTH=10 ALIGN="RIGHT">
(3)</TD></TR>
</TABLE>
<BR CLEAR="ALL"></DIV><P></P>
<P>
where:
<DL>
<DT><STRONG><IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img20.png"
ALT="$x$"></STRONG></DT>
<DD>is the global dense matrix <IMG
WIDTH="25" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img47.png"
ALT="$x_{:, :}$">
</DD>
<DT><STRONG><IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img21.png"
ALT="$y$"></STRONG></DT>
<DD>is the global dense matrix <IMG
WIDTH="23" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img48.png"
ALT="$y_{:, :}$">
</DD>
<DT><STRONG><IMG
WIDTH="16" HEIGHT="14" ALIGN="BOTTOM" BORDER="0"
SRC="img1.png"
ALT="$A$"></STRONG></DT>
<DD>is the global sparse matrix <IMG
WIDTH="16" HEIGHT="14" ALIGN="BOTTOM" BORDER="0"
SRC="img1.png"
ALT="$A$">
</DD>
</DL>
<P>
<BR><P></P>
<DIV ALIGN="CENTER"><A NAME="1803"></A>
<TABLE>
<CAPTION><STRONG>Table 12:</STRONG>
Data types</CAPTION>
<TR><TD>
<DIV ALIGN="CENTER">
<TABLE CELLPADDING=3 BORDER="1" ALIGN="CENTER">
<TR><TD ALIGN="LEFT"><IMG
WIDTH="16" HEIGHT="14" ALIGN="BOTTOM" BORDER="0"
SRC="img1.png"
ALT="$A$">, <IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img20.png"
ALT="$x$">, <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img21.png"
ALT="$y$">, <IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img22.png"
ALT="$\alpha$">, <IMG
WIDTH="14" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img23.png"
ALT="$\beta$"></TD>
<TD ALIGN="LEFT"><B>Subroutine</B></TD>
</TR>
<TR><TD ALIGN="LEFT">Short Precision Real</TD>
<TD ALIGN="LEFT">psb_spmm</TD>
</TR>
<TR><TD ALIGN="LEFT">Long Precision Real</TD>
<TD ALIGN="LEFT">psb_spmm</TD>
</TR>
<TR><TD ALIGN="LEFT">Short Precision Complex</TD>
<TD ALIGN="LEFT">psb_spmm</TD>
</TR>
<TR><TD ALIGN="LEFT">Long Precision Complex</TD>
<TD ALIGN="LEFT">psb_spmm</TD>
</TR>
</TABLE>
</DIV>
</TD></TR>
</TABLE>
</DIV><P></P>
<BR>
<P>
<PRE>
call psb_spmm(alpha, a, x, beta, y, desc_a, info)
call psb_spmm(alpha, a, x, beta, y,desc_a, info, &amp;
&amp; trans, work)
</PRE>
<P>
<DL>
<DT><STRONG>Type:</STRONG></DT>
<DD>Synchronous.
</DD>
<DT><STRONG><B>On Entry</B></STRONG></DT>
<DD>
</DD>
<DT><STRONG>alpha</STRONG></DT>
<DD>the scalar <IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img22.png"
ALT="$\alpha$">.
<BR>
Scope: <B>global</B>
<BR>
Type: <B>required</B>
<BR>
Intent: <B>in</B>.
<BR>
Specified as: a number of the data type indicated in
Table&nbsp;<A HREF="#tab:f90spmm">12</A>.
</DD>
<DT><STRONG>a</STRONG></DT>
<DD>the local portion of the sparse matrix
<IMG
WIDTH="16" HEIGHT="14" ALIGN="BOTTOM" BORDER="0"
SRC="img1.png"
ALT="$A$">.
<BR>
Scope: <B>local</B>
<BR>
Type: <B>required</B>
<BR>
Intent: <B>in</B>.
<BR>
Specified as: an object of type spdata<TT>psb_Tspmat_type</TT>.
</DD>
<DT><STRONG>x</STRONG></DT>
<DD>the local portion of global dense matrix
<IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img20.png"
ALT="$x$">.
<BR>
Scope: <B>local</B>
<BR>
Type: <B>required</B>
<BR>
Intent: <B>in</B>.
<BR>
Specified as: a rank one or two array or an object of type vdata<TT>psb_T_vect_type</TT>
containing numbers of type specified in
Table&nbsp;<A HREF="#tab:f90spmm">12</A>. The rank of <IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img20.png"
ALT="$x$"> must be the same of <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img21.png"
ALT="$y$">.
</DD>
<DT><STRONG>beta</STRONG></DT>
<DD>the scalar <IMG
WIDTH="14" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img23.png"
ALT="$\beta$">.
<BR>
Scope: <B>global</B>
<BR>
Type: <B>required</B>
<BR>
Intent: <B>in</B>.
<BR>
Specified as: a number of the data type indicated in Table&nbsp;<A HREF="#tab:f90spmm">12</A>.
</DD>
<DT><STRONG>y</STRONG></DT>
<DD>the local portion of global dense matrix
<IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img21.png"
ALT="$y$">.
<BR>
Scope: <B>local</B>
<BR>
Type: <B>required</B>
<BR>
Intent: <B>inout</B>.
<BR>
Specified as: a rank one or two array or an object of type vdata<TT>psb_T_vect_type</TT>
containing numbers of type specified in
Table&nbsp;<A HREF="#tab:f90spmm">12</A>. The rank of <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img21.png"
ALT="$y$"> must be the same of <IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img20.png"
ALT="$x$">.
</DD>
<DT><STRONG>desc_a</STRONG></DT>
<DD>contains data structures for communications.
<BR>
Scope: <B>local</B>
<BR>
Type: <B>required</B>
<BR>
Intent: <B>in</B>.
<BR>
Specified as: an object of type descdata<TT>psb_desc_type</TT>.
</DD>
<DT><STRONG>trans</STRONG></DT>
<DD>indicates what kind of operation to perform.
<DL>
<DT><STRONG>trans = N</STRONG></DT>
<DD>the operation is specified by equation <A HREF="#eq:f90spmm_no_tra">1</A>
</DD>
<DT><STRONG>trans = T</STRONG></DT>
<DD>the operation is specified by equation
<A HREF="#eq:f90spmm_tra">2</A>
</DD>
<DT><STRONG>trans = C</STRONG></DT>
<DD>the operation is specified by equation
<A HREF="#eq:f90spmm_con">3</A>
</DD>
</DL>
Scope: <B>global</B>
<BR>
Type: <B>optional</B>
<BR>
Intent: <B>in</B>.
<BR>
Default: <IMG
WIDTH="79" HEIGHT="14" ALIGN="BOTTOM" BORDER="0"
SRC="img49.png"
ALT="$trans = N$">
<BR>
Specified as: a character variable.
<P>
</DD>
<DT><STRONG>work</STRONG></DT>
<DD>work array.
<BR>
Scope: <B>local</B>
<BR>
Type: <B>optional</B>
<BR>
Intent: <B>inout</B>.
<BR>
Specified as: a rank one array of the same type of <IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img20.png"
ALT="$x$"> and <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img21.png"
ALT="$y$"> with
the TARGET attribute.
<P>
</DD>
<DT><STRONG><B>On Return</B></STRONG></DT>
<DD>
</DD>
<DT><STRONG>y</STRONG></DT>
<DD>the local portion of result matrix <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img21.png"
ALT="$y$">.
<BR>
Scope: <B>local</B>
<BR>
Type: <B>required</B>
<BR>
Intent: <B>inout</B>.
<BR>
Specified as: an array of rank one or two
containing numbers of type specified in
Table&nbsp;<A HREF="#tab:f90spmm">12</A>.
</DD>
<DT><STRONG>info</STRONG></DT>
<DD>Error code.
<BR>
Scope: <B>local</B>
<BR>
Type: <B>required</B>
<BR>
Intent: <B>out</B>.
<BR>
An integer value; 0 means no error has been detected.
</DD>
</DL>
<P>
<HR>
<!--Navigation Panel-->
<A NAME="tex2html943"
HREF="node59.html">
<IMG WIDTH="37" HEIGHT="24" ALIGN="BOTTOM" BORDER="0" ALT="next" SRC="next.png"></A>
<A NAME="tex2html939"
HREF="node46.html">
<IMG WIDTH="26" HEIGHT="24" ALIGN="BOTTOM" BORDER="0" ALT="up" SRC="up.png"></A>
<A NAME="tex2html933"
HREF="node57.html">
<IMG WIDTH="63" HEIGHT="24" ALIGN="BOTTOM" BORDER="0" ALT="previous" SRC="prev.png"></A>
<A NAME="tex2html941"
HREF="node1.html">
<IMG WIDTH="65" HEIGHT="24" ALIGN="BOTTOM" BORDER="0" ALT="contents" SRC="contents.png"></A>
<BR>
<B> Next:</B> <A NAME="tex2html944"
HREF="node59.html">psb_spsm Triangular</A>
<B> Up:</B> <A NAME="tex2html940"
HREF="node46.html">Computational routines</A>
<B> Previous:</B> <A NAME="tex2html934"
HREF="node57.html">psb_spnrmi Infinity</A>
&nbsp; <B> <A NAME="tex2html942"
HREF="node1.html">Contents</A></B>
<!--End of Navigation Panel-->
</BODY>
</HTML>